warning: commands will be executed using /bin/sh
job 2524 at Fri Mar 28 13:27:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140224/YutaMouse20-140224/YutaMouse20-140224
ElecNo	6
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 2053200 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 684400 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36325 members 
Mstep: Class 2 contains 36135 members 
Mstep: Class 3 contains 36052 members 
Mstep: Class 4 contains 35826 members 
Mstep: Class 5 contains 35723 members 
Mstep: Class 6 contains 36033 members 
Mstep: Class 7 contains 35720 members 
Mstep: Class 8 contains 36234 members 
Mstep: Class 9 contains 35850 members 
Mstep: Class 10 contains 36188 members 
Mstep: Class 11 contains 35990 members 
Mstep: Class 12 contains 35722 members 
Mstep: Class 13 contains 36011 members 
Mstep: Class 14 contains 36348 members 
Mstep: Class 15 contains 36255 members 
Mstep: Class 16 contains 36112 members 
Mstep: Class 17 contains 36052 members 
Mstep: Class 18 contains 36026 members 
Mstep: Class 19 contains 35798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 865.376648 but Gain 3332.199219
Score: -78946408.000000 Penalty: 59979.632812
Iteration 0F: 19 clusters Score -7.894641e+07 nChanged 642705
Entering Unmasked Mstep 
Mstep: Class 0 contains 221 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 40629 members 
Mstep: Class 3 contains 53956 members 
Mstep: Class 4 contains 37192 members 
Mstep: Class 5 contains 21705 members 
Mstep: Class 6 contains 39895 members 
Mstep: Class 7 contains 26456 members 
Mstep: Class 8 contains 53993 members 
Mstep: Class 9 contains 30384 members 
Mstep: Class 11 contains 42364 members 
Mstep: Class 12 contains 30397 members 
Mstep: Class 13 contains 71031 members 
Mstep: Class 14 contains 45005 members 
Mstep: Class 15 contains 37557 members 
Mstep: Class 16 contains 18113 members 
Mstep: Class 17 contains 22145 members 
Mstep: Class 18 contains 18609 members 
Mstep: Class 19 contains 65404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80305968.000000 Penalty: 59979.632812
Iteration 1F: 19 clusters Score -8.030597e+07 nChanged 184305
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 33164 members 
Mstep: Class 3 contains 62413 members 
Mstep: Class 4 contains 35193 members 
Mstep: Class 5 contains 13677 members 
Mstep: Class 6 contains 40474 members 
Mstep: Class 7 contains 19045 members 
Mstep: Class 8 contains 65769 members 
Mstep: Class 9 contains 19797 members 
Mstep: Class 11 contains 49836 members 
Mstep: Class 12 contains 27375 members 
Mstep: Class 13 contains 87661 members 
Mstep: Class 14 contains 38938 members 
Mstep: Class 15 contains 40261 members 
Mstep: Class 16 contains 13996 members 
Mstep: Class 17 contains 19293 members 
Mstep: Class 18 contains 13653 members 
Mstep: Class 19 contains 71107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80491512.000000 Penalty: 59979.632812
Iteration 2F: 19 clusters Score -8.049151e+07 nChanged 127078
Entering Unmasked Mstep 
Mstep: Class 0 contains 96 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 27160 members 
Mstep: Class 3 contains 66311 members 
Mstep: Class 4 contains 32689 members 
Mstep: Class 5 contains 7002 members 
Mstep: Class 6 contains 39077 members 
Mstep: Class 7 contains 14908 members 
Mstep: Class 8 contains 75250 members 
Mstep: Class 9 contains 13106 members 
Mstep: Class 11 contains 53486 members 
Mstep: Class 12 contains 22671 members 
Mstep: Class 13 contains 105847 members 
Mstep: Class 14 contains 33431 members 
Mstep: Class 15 contains 38564 members 
Mstep: Class 16 contains 12492 members 
Mstep: Class 17 contains 17129 members 
Mstep: Class 18 contains 9700 members 
Mstep: Class 19 contains 82426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80582976.000000 Penalty: 59979.632812
Iteration 3F: 19 clusters Score -8.058298e+07 nChanged 99447
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 20156 members 
Mstep: Class 3 contains 67921 members 
Mstep: Class 4 contains 29481 members 
Mstep: Class 5 contains 3157 members 
Mstep: Class 6 contains 35758 members 
Mstep: Class 7 contains 11555 members 
Mstep: Class 8 contains 84324 members 
Mstep: Class 9 contains 8876 members 
Mstep: Class 11 contains 54604 members 
Mstep: Class 12 contains 17341 members 
Mstep: Class 13 contains 128471 members 
Mstep: Class 14 contains 27952 members 
Mstep: Class 15 contains 35299 members 
Mstep: Class 16 contains 13081 members 
Mstep: Class 17 contains 14656 members 
Mstep: Class 18 contains 6622 members 
Mstep: Class 19 contains 94217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80652160.000000 Penalty: 59979.632812
Iteration 4F: 19 clusters Score -8.065216e+07 nChanged 87870
Entering Unmasked Mstep 
Mstep: Class 0 contains 56 members 
Mstep: Class 1 contains 26575 members 
Mstep: Class 2 contains 12935 members 
Mstep: Class 3 contains 67848 members 
Mstep: Class 4 contains 25113 members 
Mstep: Class 5 contains 2012 members 
Mstep: Class 6 contains 31320 members 
Mstep: Class 7 contains 8477 members 
Mstep: Class 8 contains 93398 members 
Mstep: Class 9 contains 5777 members 
Mstep: Class 11 contains 53193 members 
Mstep: Class 12 contains 12481 members 
Mstep: Class 13 contains 157444 members 
Mstep: Class 14 contains 22256 members 
Mstep: Class 15 contains 31101 members 
Mstep: Class 16 contains 15252 members 
Mstep: Class 17 contains 12062 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 102688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3074.970215 but Gain 3332.203125
Score: -80717136.000000 Penalty: 56647.429688
Iteration 5F: 18 clusters Score -8.071714e+07 nChanged 87170
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 7415 members 
Mstep: Class 3 contains 66057 members 
Mstep: Class 4 contains 19983 members 
Mstep: Class 5 contains 2371 members 
Mstep: Class 6 contains 26036 members 
Mstep: Class 7 contains 5889 members 
Mstep: Class 8 contains 101617 members 
Mstep: Class 9 contains 3521 members 
Mstep: Class 11 contains 48873 members 
Mstep: Class 12 contains 8391 members 
Mstep: Class 13 contains 194860 members 
Mstep: Class 14 contains 16815 members 
Mstep: Class 15 contains 26076 members 
Mstep: Class 16 contains 18669 members 
Mstep: Class 17 contains 9550 members 
Mstep: Class 19 contains 107357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1921.614380 but Gain 3332.203125
Score: -80783568.000000 Penalty: 53315.226562
Iteration 6F: 17 clusters Score -8.078357e+07 nChanged 86148
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 14729 members 
Mstep: Class 2 contains 4206 members 
Mstep: Class 3 contains 61573 members 
Mstep: Class 4 contains 14683 members 
Mstep: Class 5 contains 3208 members 
Mstep: Class 6 contains 19844 members 
Mstep: Class 7 contains 3892 members 
Mstep: Class 8 contains 107396 members 
Mstep: Class 11 contains 41613 members 
Mstep: Class 12 contains 5180 members 
Mstep: Class 13 contains 238906 members 
Mstep: Class 14 contains 11651 members 
Mstep: Class 15 contains 20583 members 
Mstep: Class 16 contains 20405 members 
Mstep: Class 17 contains 7336 members 
Mstep: Class 19 contains 109164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 2403.584717 but Gain 3332.199219
Score: -80838248.000000 Penalty: 49983.027344
Iteration 7F: 16 clusters Score -8.083825e+07 nChanged 80653
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 2994 members 
Mstep: Class 3 contains 56636 members 
Mstep: Class 4 contains 10110 members 
Mstep: Class 5 contains 4226 members 
Mstep: Class 6 contains 14152 members 
Mstep: Class 8 contains 111681 members 
Mstep: Class 11 contains 33084 members 
Mstep: Class 12 contains 3115 members 
Mstep: Class 13 contains 280053 members 
Mstep: Class 14 contains 7679 members 
Mstep: Class 15 contains 15563 members 
Mstep: Class 16 contains 21457 members 
Mstep: Class 17 contains 5728 members 
Mstep: Class 19 contains 108407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 1955.022827 but Gain 3332.203125
Score: -80886064.000000 Penalty: 46650.824219
Iteration 8F: 15 clusters Score -8.088606e+07 nChanged 69814
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2616 members 
Mstep: Class 3 contains 52397 members 
Mstep: Class 4 contains 6735 members 
Mstep: Class 5 contains 5293 members 
Mstep: Class 6 contains 9711 members 
Mstep: Class 8 contains 118051 members 
Mstep: Class 11 contains 25142 members 
Mstep: Class 13 contains 309204 members 
Mstep: Class 14 contains 4910 members 
Mstep: Class 15 contains 11382 members 
Mstep: Class 16 contains 22312 members 
Mstep: Class 17 contains 4564 members 
Mstep: Class 19 contains 106186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 2933.682861 but Gain 3332.203125
Score: -80929304.000000 Penalty: 43318.621094
Iteration 9F: 14 clusters Score -8.09293e+07 nChanged 65385
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 2504 members 
Mstep: Class 3 contains 47970 members 
Mstep: Class 4 contains 4407 members 
Mstep: Class 5 contains 6231 members 
Mstep: Class 6 contains 6354 members 
Mstep: Class 8 contains 128977 members 
Mstep: Class 11 contains 18371 members 
Mstep: Class 13 contains 328081 members 
Mstep: Class 15 contains 8054 members 
Mstep: Class 16 contains 22365 members 
Mstep: Class 17 contains 3890 members 
Mstep: Class 19 contains 103613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2464.810303 but Gain 3332.199219
Score: -80947168.000000 Penalty: 39986.421875
Iteration 10F: 13 clusters Score -8.094717e+07 nChanged 55117
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2479 members 
Mstep: Class 3 contains 44599 members 
Mstep: Class 4 contains 2919 members 
Mstep: Class 5 contains 7069 members 
Mstep: Class 6 contains 4323 members 
Mstep: Class 8 contains 145259 members 
Mstep: Class 11 contains 13712 members 
Mstep: Class 13 contains 332139 members 
Mstep: Class 15 contains 5451 members 
Mstep: Class 16 contains 22166 members 
Mstep: Class 17 contains 3464 members 
Mstep: Class 19 contains 100807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 1849.586548 but Gain 3332.203125
Score: -80964816.000000 Penalty: 36654.218750
Iteration 11F: 12 clusters Score -8.096482e+07 nChanged 42226
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2484 members 
Mstep: Class 3 contains 42459 members 
Mstep: Class 5 contains 7759 members 
Mstep: Class 6 contains 3107 members 
Mstep: Class 8 contains 166146 members 
Mstep: Class 11 contains 10288 members 
Mstep: Class 13 contains 324505 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 22050 members 
Mstep: Class 17 contains 3301 members 
Mstep: Class 19 contains 98712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2375.508301 but Gain 3332.199219
Score: -80995832.000000 Penalty: 33322.019531
Iteration 12F: 11 clusters Score -8.099583e+07 nChanged 38732
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2545 members 
Mstep: Class 3 contains 40745 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 6 contains 2335 members 
Mstep: Class 8 contains 193240 members 
Mstep: Class 11 contains 8089 members 
Mstep: Class 13 contains 308059 members 
Mstep: Class 16 contains 21942 members 
Mstep: Class 17 contains 3050 members 
Mstep: Class 19 contains 96045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2881.329834 but Gain 3332.203125
Score: -81024496.000000 Penalty: 29989.816406
Iteration 13F: 10 clusters Score -8.10245e+07 nChanged 39487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 39352 members 
Mstep: Class 5 contains 8802 members 
Mstep: Class 8 contains 223700 members 
Mstep: Class 11 contains 6524 members 
Mstep: Class 13 contains 285810 members 
Mstep: Class 16 contains 21916 members 
Mstep: Class 17 contains 2865 members 
Mstep: Class 19 contains 92780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81034128.000000 Penalty: 29989.816406
Iteration 14F: 10 clusters Score -8.103413e+07 nChanged 38080
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2657 members 
Mstep: Class 3 contains 38411 members 
Mstep: Class 5 contains 9147 members 
Mstep: Class 8 contains 254195 members 
Mstep: Class 11 contains 5568 members 
Mstep: Class 13 contains 259744 members 
Mstep: Class 16 contains 22040 members 
Mstep: Class 17 contains 2693 members 
Mstep: Class 19 contains 89932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81037296.000000 Penalty: 29989.816406
Iteration 15F: 10 clusters Score -8.10373e+07 nChanged 34895
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2665 members 
Mstep: Class 3 contains 37857 members 
Mstep: Class 5 contains 9411 members 
Mstep: Class 8 contains 283486 members 
Mstep: Class 11 contains 5085 members 
Mstep: Class 13 contains 233473 members 
Mstep: Class 16 contains 22125 members 
Mstep: Class 17 contains 2543 members 
Mstep: Class 19 contains 87742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81040224.000000 Penalty: 29989.816406
Iteration 16F: 10 clusters Score -8.104022e+07 nChanged 30710
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 3 contains 37529 members 
Mstep: Class 5 contains 9605 members 
Mstep: Class 8 contains 309149 members 
Mstep: Class 11 contains 4827 members 
Mstep: Class 13 contains 210093 members 
Mstep: Class 16 contains 22193 members 
Mstep: Class 17 contains 2408 members 
Mstep: Class 19 contains 85906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 3217.427002 but Gain 3332.203125
Score: -81042544.000000 Penalty: 26657.613281
Iteration 17Q: 9 clusters Score -8.104254e+07 nChanged 35168
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2679 members 
Mstep: Class 3 contains 36884 members 
Mstep: Class 5 contains 9751 members 
Mstep: Class 8 contains 338627 members 
Mstep: Class 11 contains 4710 members 
Mstep: Class 13 contains 185526 members 
Mstep: Class 16 contains 22092 members 
Mstep: Class 19 contains 84118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81004624.000000 Penalty: 26657.613281
Iteration 18F: 9 clusters Score -8.100462e+07 nChanged 32005
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2671 members 
Mstep: Class 3 contains 36624 members 
Mstep: Class 5 contains 9867 members 
Mstep: Class 8 contains 353072 members 
Mstep: Class 11 contains 4919 members 
Mstep: Class 13 contains 171013 members 
Mstep: Class 16 contains 22010 members 
Mstep: Class 19 contains 84211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80979968.000000 Penalty: 26657.613281
Iteration 19Q: 9 clusters Score -8.097997e+07 nChanged 24595
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 37017 members 
Mstep: Class 5 contains 10009 members 
Mstep: Class 8 contains 353756 members 
Mstep: Class 11 contains 5331 members 
Mstep: Class 13 contains 168205 members 
Mstep: Class 16 contains 22018 members 
Mstep: Class 19 contains 85391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80978024.000000 Penalty: 26657.613281
Iteration 20F: 9 clusters Score -8.097802e+07 nChanged 18624
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2650 members 
Mstep: Class 3 contains 37649 members 
Mstep: Class 5 contains 10175 members 
Mstep: Class 8 contains 349114 members 
Mstep: Class 11 contains 5762 members 
Mstep: Class 13 contains 170329 members 
Mstep: Class 16 contains 22044 members 
Mstep: Class 19 contains 86664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986008.000000 Penalty: 26657.613281
Iteration 21Q: 9 clusters Score -8.098601e+07 nChanged 15129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 38262 members 
Mstep: Class 5 contains 10391 members 
Mstep: Class 8 contains 343541 members 
Mstep: Class 11 contains 6185 members 
Mstep: Class 13 contains 173774 members 
Mstep: Class 16 contains 22052 members 
Mstep: Class 19 contains 87531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80995416.000000 Penalty: 26657.613281
Iteration 22Q: 9 clusters Score -8.099542e+07 nChanged 12843
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 38949 members 
Mstep: Class 5 contains 10635 members 
Mstep: Class 8 contains 338231 members 
Mstep: Class 11 contains 6523 members 
Mstep: Class 13 contains 177306 members 
Mstep: Class 16 contains 22028 members 
Mstep: Class 19 contains 88066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81005096.000000 Penalty: 26657.613281
Iteration 23Q: 9 clusters Score -8.10051e+07 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 39594 members 
Mstep: Class 5 contains 10902 members 
Mstep: Class 8 contains 333666 members 
Mstep: Class 11 contains 6866 members 
Mstep: Class 13 contains 180468 members 
Mstep: Class 16 contains 21997 members 
Mstep: Class 19 contains 88248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81012864.000000 Penalty: 26657.613281
Iteration 24Q: 9 clusters Score -8.101286e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2641 members 
Mstep: Class 3 contains 40327 members 
Mstep: Class 5 contains 11129 members 
Mstep: Class 8 contains 329925 members 
Mstep: Class 11 contains 7228 members 
Mstep: Class 13 contains 182953 members 
Mstep: Class 16 contains 21930 members 
Mstep: Class 19 contains 88254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81020768.000000 Penalty: 26657.613281
Iteration 25Q: 9 clusters Score -8.102077e+07 nChanged 9483
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2638 members 
Mstep: Class 3 contains 41074 members 
Mstep: Class 5 contains 11332 members 
Mstep: Class 8 contains 327071 members 
Mstep: Class 11 contains 7517 members 
Mstep: Class 13 contains 184715 members 
Mstep: Class 16 contains 21875 members 
Mstep: Class 19 contains 88165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81026056.000000 Penalty: 26657.613281
Iteration 26Q: 9 clusters Score -8.102606e+07 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 41874 members 
Mstep: Class 5 contains 11522 members 
Mstep: Class 8 contains 325019 members 
Mstep: Class 11 contains 7796 members 
Mstep: Class 13 contains 185778 members 
Mstep: Class 16 contains 21787 members 
Mstep: Class 19 contains 87975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029984.000000 Penalty: 26657.613281
Iteration 27Q: 9 clusters Score -8.102998e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2640 members 
Mstep: Class 3 contains 42695 members 
Mstep: Class 5 contains 11680 members 
Mstep: Class 8 contains 323482 members 
Mstep: Class 11 contains 8075 members 
Mstep: Class 13 contains 186408 members 
Mstep: Class 16 contains 21713 members 
Mstep: Class 19 contains 87694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81032792.000000 Penalty: 26657.613281
Iteration 28Q: 9 clusters Score -8.103279e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2635 members 
Mstep: Class 3 contains 43602 members 
Mstep: Class 5 contains 11823 members 
Mstep: Class 8 contains 322173 members 
Mstep: Class 11 contains 8416 members 
Mstep: Class 13 contains 186704 members 
Mstep: Class 16 contains 21634 members 
Mstep: Class 19 contains 87400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81035640.000000 Penalty: 26657.613281
Iteration 29Q: 9 clusters Score -8.103564e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2631 members 
Mstep: Class 3 contains 44480 members 
Mstep: Class 5 contains 11958 members 
Mstep: Class 8 contains 321226 members 
Mstep: Class 11 contains 8717 members 
Mstep: Class 13 contains 186672 members 
Mstep: Class 16 contains 21572 members 
Mstep: Class 19 contains 87131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81037176.000000 Penalty: 26657.613281
Iteration 30Q: 9 clusters Score -8.103718e+07 nChanged 6285
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2636 members 
Mstep: Class 3 contains 45359 members 
Mstep: Class 5 contains 12073 members 
Mstep: Class 8 contains 320294 members 
Mstep: Class 11 contains 9046 members 
Mstep: Class 13 contains 186549 members 
Mstep: Class 16 contains 21529 members 
Mstep: Class 19 contains 86901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81038208.000000 Penalty: 26657.613281
Iteration 31Q: 9 clusters Score -8.103821e+07 nChanged 5740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2637 members 
Mstep: Class 3 contains 46260 members 
Mstep: Class 5 contains 12165 members 
Mstep: Class 8 contains 319419 members 
Mstep: Class 11 contains 9392 members 
Mstep: Class 13 contains 186280 members 
Mstep: Class 16 contains 21490 members 
Mstep: Class 19 contains 86744 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81039000.000000 Penalty: 26657.613281
Iteration 32Q: 9 clusters Score -8.1039e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2643 members 
Mstep: Class 3 contains 47151 members 
Mstep: Class 5 contains 12237 members 
Mstep: Class 8 contains 318625 members 
Mstep: Class 11 contains 9748 members 
Mstep: Class 13 contains 185886 members 
Mstep: Class 16 contains 21467 members 
Mstep: Class 19 contains 86630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81040024.000000 Penalty: 26657.613281
Iteration 33Q: 9 clusters Score -8.104002e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2649 members 
Mstep: Class 3 contains 48018 members 
Mstep: Class 5 contains 12290 members 
Mstep: Class 8 contains 317985 members 
Mstep: Class 11 contains 10085 members 
Mstep: Class 13 contains 185434 members 
Mstep: Class 16 contains 21451 members 
Mstep: Class 19 contains 86475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81041160.000000 Penalty: 26657.613281
Iteration 34Q: 9 clusters Score -8.104116e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2646 members 
Mstep: Class 3 contains 48879 members 
Mstep: Class 5 contains 12341 members 
Mstep: Class 8 contains 317348 members 
Mstep: Class 11 contains 10430 members 
Mstep: Class 13 contains 185017 members 
Mstep: Class 16 contains 21435 members 
Mstep: Class 19 contains 86291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81041936.000000 Penalty: 26657.613281
Iteration 35Q: 9 clusters Score -8.104194e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2647 members 
Mstep: Class 3 contains 49684 members 
Mstep: Class 5 contains 12384 members 
Mstep: Class 8 contains 316763 members 
Mstep: Class 11 contains 10788 members 
Mstep: Class 13 contains 184576 members 
Mstep: Class 16 contains 21428 members 
Mstep: Class 19 contains 86117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81042648.000000 Penalty: 26657.613281
Iteration 36Q: 9 clusters Score -8.104265e+07 nChanged 3874
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2651 members 
Mstep: Class 3 contains 50438 members 
Mstep: Class 5 contains 12417 members 
Mstep: Class 8 contains 316336 members 
Mstep: Class 11 contains 11100 members 
Mstep: Class 13 contains 184085 members 
Mstep: Class 16 contains 21426 members 
Mstep: Class 19 contains 85934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81043224.000000 Penalty: 26657.613281
Iteration 37Q: 9 clusters Score -8.104322e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2655 members 
Mstep: Class 3 contains 51189 members 
Mstep: Class 5 contains 12446 members 
Mstep: Class 8 contains 316013 members 
Mstep: Class 11 contains 11395 members 
Mstep: Class 13 contains 183592 members 
Mstep: Class 16 contains 21397 members 
Mstep: Class 19 contains 85700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81044112.000000 Penalty: 26657.613281
Iteration 38Q: 9 clusters Score -8.104411e+07 nChanged 3187
Entering ConstructFrom: 
Score: -81044112.000000 Penalty: 26657.613281
Entering ConstructFrom: 
Trying to split cluster 2 (2654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Entering Unmasked Estep 
Score: -289282.125000 Penalty: 1955.188232
	Iteration 0F: 2 clusters Score -289282.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -286344.125000 Penalty: 3910.376465
	Iteration 0F: 3 clusters Score -286344.1 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -287289.906250 Penalty: 3910.376465
	Iteration 1F: 3 clusters Score -287289.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -288152.656250 Penalty: 3910.376465
	Iteration 2F: 3 clusters Score -288152.7 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -288938.750000 Penalty: 3910.376465
	Iteration 3F: 3 clusters Score -288938.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -289539.968750 Penalty: 3910.376465
	Iteration 4F: 3 clusters Score -289540 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -289968.312500 Penalty: 3910.376465
	Iteration 5F: 3 clusters Score -289968.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -290216.750000 Penalty: 3910.376465
	Iteration 6Q: 3 clusters Score -290216.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -290305.031250 Penalty: 3910.376465
	Iteration 7Q: 3 clusters Score -290305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -290335.562500 Penalty: 3910.376465
	Iteration 8Q: 3 clusters Score -290335.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -290348.906250 Penalty: 3910.376465
	Iteration 9Q: 3 clusters Score -290348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -290354.812500 Penalty: 3910.376465
	Iteration 10Q: 3 clusters Score -290354.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -290358.000000 Penalty: 3910.376465
	Iteration 11Q: 3 clusters Score -290358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -290358.000000 Penalty: 3910.376465
	Iteration 12F: 3 clusters Score -290358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 440 members 
Mstep: Class 3 contains 51904 members 
Mstep: Class 5 contains 12471 members 
Mstep: Class 8 contains 315745 members 
Mstep: Class 11 contains 11652 members 
Mstep: Class 13 contains 183079 members 
Mstep: Class 16 contains 21372 members 
Mstep: Class 19 contains 85510 members 
Entering Unmasked Estep 
Score: -81043944.000000 Penalty: 29989.816406
Splitting cluster 2 changes total score from -81044112.000000 to -81043944.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (51904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51904 members 
Entering Unmasked Estep 
Score: -6352566.500000 Penalty: 2692.573486
	Iteration 0F: 2 clusters Score -6352566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -6317384.500000 Penalty: 5385.146973
	Iteration 0F: 3 clusters Score -6317384 nChanged 24122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -6330592.500000 Penalty: 5385.146973
	Iteration 1F: 3 clusters Score -6330592 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24702 members 
Mstep: Class 2 contains 27202 members 
Entering Unmasked Estep 
Score: -6331159.500000 Penalty: 5385.146973
	Iteration 2Q: 3 clusters Score -6331160 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -6331676.000000 Penalty: 5385.146973
	Iteration 3Q: 3 clusters Score -6331676 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6332205.000000 Penalty: 5385.146973
	Iteration 4Q: 3 clusters Score -6332205 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 29680 members 
Entering Unmasked Estep 
Score: -6332816.500000 Penalty: 5385.146973
	Iteration 5Q: 3 clusters Score -6332816 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -6333648.500000 Penalty: 5385.146973
	Iteration 6Q: 3 clusters Score -6333648 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -6334802.000000 Penalty: 5385.146973
	Iteration 7Q: 3 clusters Score -6334802 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -6336705.000000 Penalty: 5385.146973
	Iteration 8F: 3 clusters Score -6336705 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 39721 members 
Entering Unmasked Estep 
Score: -6339409.000000 Penalty: 5385.146973
	Iteration 9F: 3 clusters Score -6339409 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 43458 members 
Entering Unmasked Estep 
Score: -6342691.000000 Penalty: 5385.146973
	Iteration 10F: 3 clusters Score -6342691 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 46793 members 
Entering Unmasked Estep 
Score: -6345738.000000 Penalty: 5385.146973
	Iteration 11F: 3 clusters Score -6345738 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -6347899.000000 Penalty: 5385.146973
	Iteration 12Q: 3 clusters Score -6347899 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 50515 members 
Entering Unmasked Estep 
Score: -6349097.000000 Penalty: 5385.146973
	Iteration 13Q: 3 clusters Score -6349097 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 51118 members 
Entering Unmasked Estep 
Score: -6349616.500000 Penalty: 5385.146973
	Iteration 14Q: 3 clusters Score -6349616 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -6349837.500000 Penalty: 5385.146973
	Iteration 15Q: 3 clusters Score -6349838 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -6349992.000000 Penalty: 5385.146973
	Iteration 16Q: 3 clusters Score -6349992 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 51513 members 
Entering Unmasked Estep 
Score: -6350071.500000 Penalty: 5385.146973
	Iteration 17Q: 3 clusters Score -6350072 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 51549 members 
Entering Unmasked Estep 
Score: -6350119.000000 Penalty: 5385.146973
	Iteration 18Q: 3 clusters Score -6350119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 51567 members 
Entering Unmasked Estep 
Score: -6350149.000000 Penalty: 5385.146973
	Iteration 19Q: 3 clusters Score -6350149 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 51582 members 
Entering Unmasked Estep 
Score: -6350172.500000 Penalty: 5385.146973
	Iteration 20F: 3 clusters Score -6350172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -6350181.000000 Penalty: 5385.146973
	Iteration 21Q: 3 clusters Score -6350181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 51598 members 
Entering Unmasked Estep 
Score: -6350183.500000 Penalty: 5385.146973
	Iteration 22Q: 3 clusters Score -6350184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6350188.000000 Penalty: 5385.146973
	Iteration 23Q: 3 clusters Score -6350188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 51601 members 
Entering Unmasked Estep 
Score: -6350192.500000 Penalty: 5385.146973
	Iteration 24Q: 3 clusters Score -6350192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -6350185.000000 Penalty: 5385.146973
	Iteration 25Q: 3 clusters Score -6350185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 51602 members 
Entering Unmasked Estep 
Score: -6350185.000000 Penalty: 5385.146973
	Iteration 26F: 3 clusters Score -6350185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (12471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Entering Unmasked Estep 
Score: -1442722.500000 Penalty: 2338.927979
	Iteration 0F: 2 clusters Score -1442722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1433446.625000 Penalty: 4677.855957
	Iteration 0F: 3 clusters Score -1433447 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1436408.750000 Penalty: 4677.855957
	Iteration 1F: 3 clusters Score -1436409 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1437239.125000 Penalty: 4677.855957
	Iteration 2F: 3 clusters Score -1437239 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -1438178.750000 Penalty: 4677.855957
	Iteration 3F: 3 clusters Score -1438179 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1439095.250000 Penalty: 4677.855957
	Iteration 4F: 3 clusters Score -1439095 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1439907.250000 Penalty: 4677.855957
	Iteration 5F: 3 clusters Score -1439907 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1440534.250000 Penalty: 4677.855957
	Iteration 6F: 3 clusters Score -1440534 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1440958.875000 Penalty: 4677.855957
	Iteration 7Q: 3 clusters Score -1440959 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1441236.875000 Penalty: 4677.855957
	Iteration 8Q: 3 clusters Score -1441237 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1441394.125000 Penalty: 4677.855957
	Iteration 9Q: 3 clusters Score -1441394 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1441504.000000 Penalty: 4677.855957
	Iteration 10Q: 3 clusters Score -1441504 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1441570.125000 Penalty: 4677.855957
	Iteration 11Q: 3 clusters Score -1441570 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1441614.125000 Penalty: 4677.855957
	Iteration 12Q: 3 clusters Score -1441614 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1441652.625000 Penalty: 4677.855957
	Iteration 13Q: 3 clusters Score -1441653 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1441667.375000 Penalty: 4677.855957
	Iteration 14Q: 3 clusters Score -1441667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -1441680.125000 Penalty: 4677.855957
	Iteration 15Q: 3 clusters Score -1441680 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1441697.250000 Penalty: 4677.855957
	Iteration 16Q: 3 clusters Score -1441697 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -1441710.500000 Penalty: 4677.855957
	Iteration 17Q: 3 clusters Score -1441710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1441718.500000 Penalty: 4677.855957
	Iteration 18Q: 3 clusters Score -1441718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -1441727.250000 Penalty: 4677.855957
	Iteration 19Q: 3 clusters Score -1441727 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -1441744.000000 Penalty: 4677.855957
	Iteration 20F: 3 clusters Score -1441744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 10974 members 
Entering Unmasked Estep 
Score: -1441750.875000 Penalty: 4677.855957
	Iteration 21Q: 3 clusters Score -1441751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -1441759.750000 Penalty: 4677.855957
	Iteration 22Q: 3 clusters Score -1441760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 11005 members 
Entering Unmasked Estep 
Score: -1441764.250000 Penalty: 4677.855957
	Iteration 23Q: 3 clusters Score -1441764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1441765.375000 Penalty: 4677.855957
	Iteration 24Q: 3 clusters Score -1441765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1441770.250000 Penalty: 4677.855957
	Iteration 25Q: 3 clusters Score -1441770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 11043 members 
Entering Unmasked Estep 
Score: -1441775.875000 Penalty: 4677.855957
	Iteration 26Q: 3 clusters Score -1441776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1441778.500000 Penalty: 4677.855957
	Iteration 27Q: 3 clusters Score -1441778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1441781.500000 Penalty: 4677.855957
	Iteration 28Q: 3 clusters Score -1441782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1441783.375000 Penalty: 4677.855957
	Iteration 29Q: 3 clusters Score -1441783 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1441792.125000 Penalty: 4677.855957
	Iteration 30Q: 3 clusters Score -1441792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1441795.750000 Penalty: 4677.855957
	Iteration 31Q: 3 clusters Score -1441796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -1441799.125000 Penalty: 4677.855957
	Iteration 32Q: 3 clusters Score -1441799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1441807.125000 Penalty: 4677.855957
	Iteration 33Q: 3 clusters Score -1441807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1441816.250000 Penalty: 4677.855957
	Iteration 34Q: 3 clusters Score -1441816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -1441818.375000 Penalty: 4677.855957
	Iteration 35Q: 3 clusters Score -1441818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1441827.000000 Penalty: 4677.855957
	Iteration 36Q: 3 clusters Score -1441827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1441830.750000 Penalty: 4677.855957
	Iteration 37Q: 3 clusters Score -1441831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -1441832.875000 Penalty: 4677.855957
	Iteration 38Q: 3 clusters Score -1441833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1441833.750000 Penalty: 4677.855957
	Iteration 39Q: 3 clusters Score -1441834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1441836.875000 Penalty: 4677.855957
	Iteration 40F: 3 clusters Score -1441837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1441836.625000 Penalty: 4677.855957
	Iteration 41Q: 3 clusters Score -1441837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1441839.500000 Penalty: 4677.855957
	Iteration 42Q: 3 clusters Score -1441840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1441837.625000 Penalty: 4677.855957
	Iteration 43Q: 3 clusters Score -1441838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1441843.375000 Penalty: 4677.855957
	Iteration 44Q: 3 clusters Score -1441843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -1441846.250000 Penalty: 4677.855957
	Iteration 45Q: 3 clusters Score -1441846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1441846.500000 Penalty: 4677.855957
	Iteration 46Q: 3 clusters Score -1441846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1441848.625000 Penalty: 4677.855957
	Iteration 47Q: 3 clusters Score -1441849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1441849.625000 Penalty: 4677.855957
	Iteration 48Q: 3 clusters Score -1441850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1441847.375000 Penalty: 4677.855957
	Iteration 49Q: 3 clusters Score -1441847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -1441847.375000 Penalty: 4677.855957
	Iteration 50Q: 3 clusters Score -1441847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1441845.625000 Penalty: 4677.855957
	Iteration 51Q: 3 clusters Score -1441846 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1441845.625000 Penalty: 4677.855957
	Iteration 52F: 3 clusters Score -1441846 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (315745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315745 members 
Entering Unmasked Estep 
Score: -37754452.000000 Penalty: 3140.347168
	Iteration 0F: 2 clusters Score -3.775445e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157452 members 
Mstep: Class 2 contains 158293 members 
Entering Unmasked Estep 
Score: -37587416.000000 Penalty: 6280.694336
	Iteration 0F: 3 clusters Score -3.758742e+07 nChanged 152853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151807 members 
Mstep: Class 2 contains 163938 members 
Entering Unmasked Estep 
Score: -37677836.000000 Penalty: 6280.694336
	Iteration 1F: 3 clusters Score -3.767784e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 167058 members 
Entering Unmasked Estep 
Score: -37680208.000000 Penalty: 6280.694336
	Iteration 2Q: 3 clusters Score -3.768021e+07 nChanged 10735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144218 members 
Mstep: Class 2 contains 171527 members 
Entering Unmasked Estep 
Score: -37683084.000000 Penalty: 6280.694336
	Iteration 3Q: 3 clusters Score -3.768308e+07 nChanged 13056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138068 members 
Mstep: Class 2 contains 177677 members 
Entering Unmasked Estep 
Score: -37687720.000000 Penalty: 6280.694336
	Iteration 4Q: 3 clusters Score -3.768772e+07 nChanged 15647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129721 members 
Mstep: Class 2 contains 186024 members 
Entering Unmasked Estep 
Score: -37694636.000000 Penalty: 6280.694336
	Iteration 5Q: 3 clusters Score -3.769464e+07 nChanged 17865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119508 members 
Mstep: Class 2 contains 196237 members 
Entering Unmasked Estep 
Score: -37703088.000000 Penalty: 6280.694336
	Iteration 6F: 3 clusters Score -3.770309e+07 nChanged 19012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108768 members 
Mstep: Class 2 contains 206977 members 
Entering Unmasked Estep 
Score: -37713212.000000 Penalty: 6280.694336
	Iteration 7F: 3 clusters Score -3.771321e+07 nChanged 19140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99764 members 
Mstep: Class 2 contains 215981 members 
Entering Unmasked Estep 
Score: -37723384.000000 Penalty: 6280.694336
	Iteration 8F: 3 clusters Score -3.772338e+07 nChanged 18199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94307 members 
Mstep: Class 2 contains 221438 members 
Entering Unmasked Estep 
Score: -37733528.000000 Penalty: 6280.694336
	Iteration 9F: 3 clusters Score -3.773353e+07 nChanged 15925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92882 members 
Mstep: Class 2 contains 222863 members 
Entering Unmasked Estep 
Score: -37740652.000000 Penalty: 6280.694336
	Iteration 10F: 3 clusters Score -3.774065e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94235 members 
Mstep: Class 2 contains 221510 members 
Entering Unmasked Estep 
Score: -37744368.000000 Penalty: 6280.694336
	Iteration 11Q: 3 clusters Score -3.774437e+07 nChanged 7843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96468 members 
Mstep: Class 2 contains 219277 members 
Entering Unmasked Estep 
Score: -37745488.000000 Penalty: 6280.694336
	Iteration 12Q: 3 clusters Score -3.774549e+07 nChanged 4850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 216679 members 
Entering Unmasked Estep 
Score: -37745760.000000 Penalty: 6280.694336
	Iteration 13Q: 3 clusters Score -3.774576e+07 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101803 members 
Mstep: Class 2 contains 213942 members 
Entering Unmasked Estep 
Score: -37746208.000000 Penalty: 6280.694336
	Iteration 14Q: 3 clusters Score -3.774621e+07 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104638 members 
Mstep: Class 2 contains 211107 members 
Entering Unmasked Estep 
Score: -37746560.000000 Penalty: 6280.694336
	Iteration 15Q: 3 clusters Score -3.774656e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107627 members 
Mstep: Class 2 contains 208118 members 
Entering Unmasked Estep 
Score: -37746968.000000 Penalty: 6280.694336
	Iteration 16Q: 3 clusters Score -3.774697e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110710 members 
Mstep: Class 2 contains 205035 members 
Entering Unmasked Estep 
Score: -37747540.000000 Penalty: 6280.694336
	Iteration 17Q: 3 clusters Score -3.774754e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113872 members 
Mstep: Class 2 contains 201873 members 
Entering Unmasked Estep 
Score: -37748272.000000 Penalty: 6280.694336
	Iteration 18Q: 3 clusters Score -3.774827e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117104 members 
Mstep: Class 2 contains 198641 members 
Entering Unmasked Estep 
Score: -37748564.000000 Penalty: 6280.694336
	Iteration 19Q: 3 clusters Score -3.774856e+07 nChanged 3599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120333 members 
Mstep: Class 2 contains 195412 members 
Entering Unmasked Estep 
Score: -37749256.000000 Penalty: 6280.694336
	Iteration 20F: 3 clusters Score -3.774926e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123565 members 
Mstep: Class 2 contains 192180 members 
Entering Unmasked Estep 
Score: -37750172.000000 Penalty: 6280.694336
	Iteration 21Q: 3 clusters Score -3.775017e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126704 members 
Mstep: Class 2 contains 189041 members 
Entering Unmasked Estep 
Score: -37750704.000000 Penalty: 6280.694336
	Iteration 22Q: 3 clusters Score -3.77507e+07 nChanged 3606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129836 members 
Mstep: Class 2 contains 185909 members 
Entering Unmasked Estep 
Score: -37751260.000000 Penalty: 6280.694336
	Iteration 23Q: 3 clusters Score -3.775126e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133006 members 
Mstep: Class 2 contains 182739 members 
Entering Unmasked Estep 
Score: -37751864.000000 Penalty: 6280.694336
	Iteration 24Q: 3 clusters Score -3.775186e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136282 members 
Mstep: Class 2 contains 179463 members 
Entering Unmasked Estep 
Score: -37752540.000000 Penalty: 6280.694336
	Iteration 25Q: 3 clusters Score -3.775254e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139603 members 
Mstep: Class 2 contains 176142 members 
Entering Unmasked Estep 
Score: -37753252.000000 Penalty: 6280.694336
	Iteration 26Q: 3 clusters Score -3.775325e+07 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142899 members 
Mstep: Class 2 contains 172846 members 
Entering Unmasked Estep 
Score: -37754124.000000 Penalty: 6280.694336
	Iteration 27Q: 3 clusters Score -3.775412e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146200 members 
Mstep: Class 2 contains 169545 members 
Entering Unmasked Estep 
Score: -37754796.000000 Penalty: 6280.694336
	Iteration 28Q: 3 clusters Score -3.77548e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149753 members 
Mstep: Class 2 contains 165992 members 
Entering Unmasked Estep 
Score: -37755460.000000 Penalty: 6280.694336
	Iteration 29Q: 3 clusters Score -3.775546e+07 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154142 members 
Mstep: Class 2 contains 161603 members 
Entering Unmasked Estep 
Score: -37756588.000000 Penalty: 6280.694336
	Iteration 30Q: 3 clusters Score -3.775659e+07 nChanged 6161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159437 members 
Mstep: Class 2 contains 156308 members 
Entering Unmasked Estep 
Score: -37758024.000000 Penalty: 6280.694336
	Iteration 31Q: 3 clusters Score -3.775802e+07 nChanged 7570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165637 members 
Mstep: Class 2 contains 150108 members 
Entering Unmasked Estep 
Score: -37760020.000000 Penalty: 6280.694336
	Iteration 32Q: 3 clusters Score -3.776002e+07 nChanged 8202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171405 members 
Mstep: Class 2 contains 144340 members 
Entering Unmasked Estep 
Score: -37762152.000000 Penalty: 6280.694336
	Iteration 33Q: 3 clusters Score -3.776215e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176519 members 
Mstep: Class 2 contains 139226 members 
Entering Unmasked Estep 
Score: -37764312.000000 Penalty: 6280.694336
	Iteration 34Q: 3 clusters Score -3.776431e+07 nChanged 8538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180867 members 
Mstep: Class 2 contains 134878 members 
Entering Unmasked Estep 
Score: -37766252.000000 Penalty: 6280.694336
	Iteration 35Q: 3 clusters Score -3.776625e+07 nChanged 7203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183974 members 
Mstep: Class 2 contains 131771 members 
Entering Unmasked Estep 
Score: -37766956.000000 Penalty: 6280.694336
	Iteration 36Q: 3 clusters Score -3.776696e+07 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185517 members 
Mstep: Class 2 contains 130228 members 
Entering Unmasked Estep 
Score: -37767384.000000 Penalty: 6280.694336
	Iteration 37Q: 3 clusters Score -3.776738e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185899 members 
Mstep: Class 2 contains 129846 members 
Entering Unmasked Estep 
Score: -37767748.000000 Penalty: 6280.694336
	Iteration 38Q: 3 clusters Score -3.776775e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185407 members 
Mstep: Class 2 contains 130338 members 
Entering Unmasked Estep 
Score: -37767728.000000 Penalty: 6280.694336
	Iteration 39Q: 3 clusters Score -3.776773e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184288 members 
Mstep: Class 2 contains 131457 members 
Entering Unmasked Estep 
Score: -37770536.000000 Penalty: 6280.694336
	Iteration 40F: 3 clusters Score -3.777054e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185273 members 
Mstep: Class 2 contains 130472 members 
Entering Unmasked Estep 
Score: -37771372.000000 Penalty: 6280.694336
	Iteration 41Q: 3 clusters Score -3.777137e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185234 members 
Mstep: Class 2 contains 130511 members 
Entering Unmasked Estep 
Score: -37771660.000000 Penalty: 6280.694336
	Iteration 42Q: 3 clusters Score -3.777166e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184598 members 
Mstep: Class 2 contains 131147 members 
Entering Unmasked Estep 
Score: -37771572.000000 Penalty: 6280.694336
	Iteration 43Q: 3 clusters Score -3.777157e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183568 members 
Mstep: Class 2 contains 132177 members 
Entering Unmasked Estep 
Score: -37771428.000000 Penalty: 6280.694336
	Iteration 44Q: 3 clusters Score -3.777143e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182322 members 
Mstep: Class 2 contains 133423 members 
Entering Unmasked Estep 
Score: -37771476.000000 Penalty: 6280.694336
	Iteration 45Q: 3 clusters Score -3.777148e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180873 members 
Mstep: Class 2 contains 134872 members 
Entering Unmasked Estep 
Score: -37771388.000000 Penalty: 6280.694336
	Iteration 46Q: 3 clusters Score -3.777139e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179248 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -37771252.000000 Penalty: 6280.694336
	Iteration 47Q: 3 clusters Score -3.777125e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177573 members 
Mstep: Class 2 contains 138172 members 
Entering Unmasked Estep 
Score: -37771228.000000 Penalty: 6280.694336
	Iteration 48Q: 3 clusters Score -3.777123e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175904 members 
Mstep: Class 2 contains 139841 members 
Entering Unmasked Estep 
Score: -37771120.000000 Penalty: 6280.694336
	Iteration 49Q: 3 clusters Score -3.777112e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174205 members 
Mstep: Class 2 contains 141540 members 
Entering Unmasked Estep 
Score: -37771148.000000 Penalty: 6280.694336
	Iteration 50Q: 3 clusters Score -3.777115e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172552 members 
Mstep: Class 2 contains 143193 members 
Entering Unmasked Estep 
Score: -37770948.000000 Penalty: 6280.694336
	Iteration 51Q: 3 clusters Score -3.777095e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170913 members 
Mstep: Class 2 contains 144832 members 
Entering Unmasked Estep 
Score: -37770968.000000 Penalty: 6280.694336
	Iteration 52Q: 3 clusters Score -3.777097e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169227 members 
Mstep: Class 2 contains 146518 members 
Entering Unmasked Estep 
Score: -37771044.000000 Penalty: 6280.694336
	Iteration 53Q: 3 clusters Score -3.777104e+07 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167597 members 
Mstep: Class 2 contains 148148 members 
Entering Unmasked Estep 
Score: -37771048.000000 Penalty: 6280.694336
	Iteration 54Q: 3 clusters Score -3.777105e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165998 members 
Mstep: Class 2 contains 149747 members 
Entering Unmasked Estep 
Score: -37771012.000000 Penalty: 6280.694336
	Iteration 55Q: 3 clusters Score -3.777101e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164474 members 
Mstep: Class 2 contains 151271 members 
Entering Unmasked Estep 
Score: -37771096.000000 Penalty: 6280.694336
	Iteration 56Q: 3 clusters Score -3.77711e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163109 members 
Mstep: Class 2 contains 152636 members 
Entering Unmasked Estep 
Score: -37771168.000000 Penalty: 6280.694336
	Iteration 57Q: 3 clusters Score -3.777117e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162069 members 
Mstep: Class 2 contains 153676 members 
Entering Unmasked Estep 
Score: -37771248.000000 Penalty: 6280.694336
	Iteration 58Q: 3 clusters Score -3.777125e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161238 members 
Mstep: Class 2 contains 154507 members 
Entering Unmasked Estep 
Score: -37771176.000000 Penalty: 6280.694336
	Iteration 59Q: 3 clusters Score -3.777118e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160538 members 
Mstep: Class 2 contains 155207 members 
Entering Unmasked Estep 
Score: -37771284.000000 Penalty: 6280.694336
	Iteration 60F: 3 clusters Score -3.777128e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159989 members 
Mstep: Class 2 contains 155756 members 
Entering Unmasked Estep 
Score: -37771256.000000 Penalty: 6280.694336
	Iteration 61Q: 3 clusters Score -3.777126e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159492 members 
Mstep: Class 2 contains 156253 members 
Entering Unmasked Estep 
Score: -37771320.000000 Penalty: 6280.694336
	Iteration 62Q: 3 clusters Score -3.777132e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 156678 members 
Entering Unmasked Estep 
Score: -37771484.000000 Penalty: 6280.694336
	Iteration 63Q: 3 clusters Score -3.777148e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158732 members 
Mstep: Class 2 contains 157013 members 
Entering Unmasked Estep 
Score: -37771448.000000 Penalty: 6280.694336
	Iteration 64Q: 3 clusters Score -3.777145e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158451 members 
Mstep: Class 2 contains 157294 members 
Entering Unmasked Estep 
Score: -37771508.000000 Penalty: 6280.694336
	Iteration 65Q: 3 clusters Score -3.777151e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158251 members 
Mstep: Class 2 contains 157494 members 
Entering Unmasked Estep 
Score: -37771512.000000 Penalty: 6280.694336
	Iteration 66Q: 3 clusters Score -3.777151e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158142 members 
Mstep: Class 2 contains 157603 members 
Entering Unmasked Estep 
Score: -37771576.000000 Penalty: 6280.694336
	Iteration 67Q: 3 clusters Score -3.777158e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158072 members 
Mstep: Class 2 contains 157673 members 
Entering Unmasked Estep 
Score: -37771516.000000 Penalty: 6280.694336
	Iteration 68Q: 3 clusters Score -3.777152e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -37771548.000000 Penalty: 6280.694336
	Iteration 69Q: 3 clusters Score -3.777155e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158003 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -37771572.000000 Penalty: 6280.694336
	Iteration 70Q: 3 clusters Score -3.777157e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -37771548.000000 Penalty: 6280.694336
	Iteration 71Q: 3 clusters Score -3.777155e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158013 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -37771588.000000 Penalty: 6280.694336
	Iteration 72Q: 3 clusters Score -3.777159e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158024 members 
Mstep: Class 2 contains 157721 members 
Entering Unmasked Estep 
Score: -37771600.000000 Penalty: 6280.694336
	Iteration 73Q: 3 clusters Score -3.77716e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158030 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -37771652.000000 Penalty: 6280.694336
	Iteration 74Q: 3 clusters Score -3.777165e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158025 members 
Mstep: Class 2 contains 157720 members 
Entering Unmasked Estep 
Score: -37771676.000000 Penalty: 6280.694336
	Iteration 75Q: 3 clusters Score -3.777168e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158020 members 
Mstep: Class 2 contains 157725 members 
Entering Unmasked Estep 
Score: -37771704.000000 Penalty: 6280.694336
	Iteration 76Q: 3 clusters Score -3.77717e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 157743 members 
Entering Unmasked Estep 
Score: -37771668.000000 Penalty: 6280.694336
	Iteration 77Q: 3 clusters Score -3.777167e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158011 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -37771720.000000 Penalty: 6280.694336
	Iteration 78Q: 3 clusters Score -3.777172e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158016 members 
Mstep: Class 2 contains 157729 members 
Entering Unmasked Estep 
Score: -37771712.000000 Penalty: 6280.694336
	Iteration 79Q: 3 clusters Score -3.777171e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 157735 members 
Entering Unmasked Estep 
Score: -37771696.000000 Penalty: 6280.694336
	Iteration 80F: 3 clusters Score -3.77717e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158004 members 
Mstep: Class 2 contains 157741 members 
Entering Unmasked Estep 
Score: -37771712.000000 Penalty: 6280.694336
	Iteration 81Q: 3 clusters Score -3.777171e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 157743 members 
Entering Unmasked Estep 
Score: -37771720.000000 Penalty: 6280.694336
	Iteration 82Q: 3 clusters Score -3.777172e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158003 members 
Mstep: Class 2 contains 157742 members 
Entering Unmasked Estep 
Score: -37771668.000000 Penalty: 6280.694336
	Iteration 83Q: 3 clusters Score -3.777167e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -37771704.000000 Penalty: 6280.694336
	Iteration 84Q: 3 clusters Score -3.77717e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158006 members 
Mstep: Class 2 contains 157739 members 
Entering Unmasked Estep 
Score: -37771720.000000 Penalty: 6280.694336
	Iteration 85Q: 3 clusters Score -3.777172e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -37771712.000000 Penalty: 6280.694336
	Iteration 86Q: 3 clusters Score -3.777171e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158013 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -37771716.000000 Penalty: 6280.694336
	Iteration 87Q: 3 clusters Score -3.777172e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158007 members 
Mstep: Class 2 contains 157738 members 
Entering Unmasked Estep 
Score: -37771736.000000 Penalty: 6280.694336
	Iteration 88Q: 3 clusters Score -3.777174e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158000 members 
Mstep: Class 2 contains 157745 members 
Entering Unmasked Estep 
Score: -37771736.000000 Penalty: 6280.694336
	Iteration 89Q: 3 clusters Score -3.777174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -37771724.000000 Penalty: 6280.694336
	Iteration 90Q: 3 clusters Score -3.777172e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157982 members 
Mstep: Class 2 contains 157763 members 
Entering Unmasked Estep 
Score: -37771716.000000 Penalty: 6280.694336
	Iteration 91Q: 3 clusters Score -3.777172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -37771720.000000 Penalty: 6280.694336
	Iteration 92Q: 3 clusters Score -3.777172e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -37771708.000000 Penalty: 6280.694336
	Iteration 93Q: 3 clusters Score -3.777171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157993 members 
Mstep: Class 2 contains 157752 members 
Entering Unmasked Estep 
Score: -37771708.000000 Penalty: 6280.694336
	Iteration 94Q: 3 clusters Score -3.777171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -37771712.000000 Penalty: 6280.694336
	Iteration 95Q: 3 clusters Score -3.777171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -37771712.000000 Penalty: 6280.694336
	Iteration 96Q: 3 clusters Score -3.777171e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -37771708.000000 Penalty: 6280.694336
	Iteration 97Q: 3 clusters Score -3.777171e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -37771708.000000 Penalty: 6280.694336
	Iteration 98Q: 3 clusters Score -3.777171e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -37771724.000000 Penalty: 6280.694336
	Iteration 99Q: 3 clusters Score -3.777172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157987 members 
Mstep: Class 2 contains 157758 members 
Entering Unmasked Estep 
Score: -37771736.000000 Penalty: 6280.694336
	Iteration 100F: 3 clusters Score -3.777174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157988 members 
Mstep: Class 2 contains 157757 members 
Entering Unmasked Estep 
Score: -37771740.000000 Penalty: 6280.694336
	Iteration 101Q: 3 clusters Score -3.777174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157987 members 
Mstep: Class 2 contains 157758 members 
Entering Unmasked Estep 
Score: -37771736.000000 Penalty: 6280.694336
	Iteration 102Q: 3 clusters Score -3.777174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 157764 members 
Entering Unmasked Estep 
Score: -37771732.000000 Penalty: 6280.694336
	Iteration 103Q: 3 clusters Score -3.777173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157985 members 
Mstep: Class 2 contains 157760 members 
Entering Unmasked Estep 
Score: -37771728.000000 Penalty: 6280.694336
	Iteration 104Q: 3 clusters Score -3.777173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157986 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -37771720.000000 Penalty: 6280.694336
	Iteration 105Q: 3 clusters Score -3.777172e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Mstep: Class 2 contains 157762 members 
Entering Unmasked Estep 
Score: -37771736.000000 Penalty: 6280.694336
	Iteration 106Q: 3 clusters Score -3.777174e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157983 members 
Mstep: Class 2 contains 157762 members 
Entering Unmasked Estep 
Score: -37771756.000000 Penalty: 6280.694336
	Iteration 107Q: 3 clusters Score -3.777176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157980 members 
Mstep: Class 2 contains 157765 members 
Entering Unmasked Estep 
Score: -37771740.000000 Penalty: 6280.694336
	Iteration 108Q: 3 clusters Score -3.777174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 157764 members 
Entering Unmasked Estep 
Score: -37771724.000000 Penalty: 6280.694336
	Iteration 109Q: 3 clusters Score -3.777172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -37771728.000000 Penalty: 6280.694336
	Iteration 110Q: 3 clusters Score -3.777173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157979 members 
Mstep: Class 2 contains 157766 members 
Entering Unmasked Estep 
Score: -37771740.000000 Penalty: 6280.694336
	Iteration 111Q: 3 clusters Score -3.777174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157978 members 
Mstep: Class 2 contains 157767 members 
Entering Unmasked Estep 
Score: -37771748.000000 Penalty: 6280.694336
	Iteration 112Q: 3 clusters Score -3.777175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157981 members 
Mstep: Class 2 contains 157764 members 
Entering Unmasked Estep 
Score: -37771736.000000 Penalty: 6280.694336
	Iteration 113Q: 3 clusters Score -3.777174e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157984 members 
Mstep: Class 2 contains 157761 members 
Entering Unmasked Estep 
Score: -37771740.000000 Penalty: 6280.694336
	Iteration 114Q: 3 clusters Score -3.777174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -37771760.000000 Penalty: 6280.694336
	Iteration 115Q: 3 clusters Score -3.777176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157989 members 
Mstep: Class 2 contains 157756 members 
Entering Unmasked Estep 
Score: -37771752.000000 Penalty: 6280.694336
	Iteration 116Q: 3 clusters Score -3.777175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157991 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -37771744.000000 Penalty: 6280.694336
	Iteration 117Q: 3 clusters Score -3.777174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 157750 members 
Entering Unmasked Estep 
Score: -37771760.000000 Penalty: 6280.694336
	Iteration 118Q: 3 clusters Score -3.777176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -37771724.000000 Penalty: 6280.694336
	Iteration 119Q: 3 clusters Score -3.777172e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 157748 members 
Entering Unmasked Estep 
Score: -37771740.000000 Penalty: 6280.694336
	Iteration 120F: 3 clusters Score -3.777174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157996 members 
Mstep: Class 2 contains 157749 members 
Entering Unmasked Estep 
Score: -37771728.000000 Penalty: 6280.694336
	Iteration 121Q: 3 clusters Score -3.777173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -37771728.000000 Penalty: 6280.694336
	Iteration 122Q: 3 clusters Score -3.777173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157992 members 
Mstep: Class 2 contains 157753 members 
Entering Unmasked Estep 
Score: -37771720.000000 Penalty: 6280.694336
	Iteration 123Q: 3 clusters Score -3.777172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157994 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -37771724.000000 Penalty: 6280.694336
	Iteration 124Q: 3 clusters Score -3.777172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 157750 members 
Entering Unmasked Estep 
Score: -37771704.000000 Penalty: 6280.694336
	Iteration 125Q: 3 clusters Score -3.77717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157998 members 
Mstep: Class 2 contains 157747 members 
Entering Unmasked Estep 
Score: -37771712.000000 Penalty: 6280.694336
	Iteration 126Q: 3 clusters Score -3.777171e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -37771700.000000 Penalty: 6280.694336
	Iteration 127Q: 3 clusters Score -3.77717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158000 members 
Mstep: Class 2 contains 157745 members 
Entering Unmasked Estep 
Score: -37771708.000000 Penalty: 6280.694336
	Iteration 128Q: 3 clusters Score -3.777171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -37771688.000000 Penalty: 6280.694336
	Iteration 129Q: 3 clusters Score -3.777169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157997 members 
Mstep: Class 2 contains 157748 members 
Entering Unmasked Estep 
Score: -37771708.000000 Penalty: 6280.694336
	Iteration 130Q: 3 clusters Score -3.777171e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157998 members 
Mstep: Class 2 contains 157747 members 
Entering Unmasked Estep 
Score: -37771696.000000 Penalty: 6280.694336
	Iteration 131Q: 3 clusters Score -3.77717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -37771680.000000 Penalty: 6280.694336
	Iteration 132Q: 3 clusters Score -3.777168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157999 members 
Mstep: Class 2 contains 157746 members 
Entering Unmasked Estep 
Score: -37771680.000000 Penalty: 6280.694336
	Iteration 133F: 3 clusters Score -3.777168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 157746 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 51904 members 
Mstep: Class 5 contains 12471 members 
Mstep: Class 8 contains 157999 members 
Mstep: Class 11 contains 11652 members 
Mstep: Class 13 contains 183079 members 
Mstep: Class 16 contains 21372 members 
Mstep: Class 19 contains 85510 members 
Entering Unmasked Estep 
Score: -81060792.000000 Penalty: 29989.816406
Splitting cluster 8 changes total score from -81044112.000000 to -81060792.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 11 (11652 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Entering Unmasked Estep 
Score: -1450788.125000 Penalty: 2322.082031
	Iteration 0F: 2 clusters Score -1450788 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1441979.125000 Penalty: 4644.164062
	Iteration 0F: 3 clusters Score -1441979 nChanged 4937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1444640.250000 Penalty: 4644.164062
	Iteration 1F: 3 clusters Score -1444640 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1444997.750000 Penalty: 4644.164062
	Iteration 2F: 3 clusters Score -1444998 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1445249.500000 Penalty: 4644.164062
	Iteration 3Q: 3 clusters Score -1445250 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1445488.375000 Penalty: 4644.164062
	Iteration 4Q: 3 clusters Score -1445488 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1445740.625000 Penalty: 4644.164062
	Iteration 5Q: 3 clusters Score -1445741 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1445985.750000 Penalty: 4644.164062
	Iteration 6Q: 3 clusters Score -1445986 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1446266.375000 Penalty: 4644.164062
	Iteration 7Q: 3 clusters Score -1446266 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1446565.625000 Penalty: 4644.164062
	Iteration 8Q: 3 clusters Score -1446566 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1446853.375000 Penalty: 4644.164062
	Iteration 9Q: 3 clusters Score -1446853 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -1447173.750000 Penalty: 4644.164062
	Iteration 10Q: 3 clusters Score -1447174 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1447449.000000 Penalty: 4644.164062
	Iteration 11Q: 3 clusters Score -1447449 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1447666.875000 Penalty: 4644.164062
	Iteration 12Q: 3 clusters Score -1447667 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1447848.375000 Penalty: 4644.164062
	Iteration 13Q: 3 clusters Score -1447848 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -1448024.000000 Penalty: 4644.164062
	Iteration 14Q: 3 clusters Score -1448024 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1448180.250000 Penalty: 4644.164062
	Iteration 15Q: 3 clusters Score -1448180 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1448289.750000 Penalty: 4644.164062
	Iteration 16Q: 3 clusters Score -1448290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1448381.500000 Penalty: 4644.164062
	Iteration 17Q: 3 clusters Score -1448382 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1448467.625000 Penalty: 4644.164062
	Iteration 18Q: 3 clusters Score -1448468 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1448547.625000 Penalty: 4644.164062
	Iteration 19Q: 3 clusters Score -1448548 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1448604.875000 Penalty: 4644.164062
	Iteration 20F: 3 clusters Score -1448605 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1448651.375000 Penalty: 4644.164062
	Iteration 21Q: 3 clusters Score -1448651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1448677.250000 Penalty: 4644.164062
	Iteration 22Q: 3 clusters Score -1448677 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1448690.500000 Penalty: 4644.164062
	Iteration 23Q: 3 clusters Score -1448690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1448697.375000 Penalty: 4644.164062
	Iteration 24Q: 3 clusters Score -1448697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1448704.875000 Penalty: 4644.164062
	Iteration 25Q: 3 clusters Score -1448705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1448719.375000 Penalty: 4644.164062
	Iteration 26Q: 3 clusters Score -1448719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1448730.875000 Penalty: 4644.164062
	Iteration 27Q: 3 clusters Score -1448731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1448740.000000 Penalty: 4644.164062
	Iteration 28Q: 3 clusters Score -1448740 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1448750.125000 Penalty: 4644.164062
	Iteration 29Q: 3 clusters Score -1448750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -1448756.125000 Penalty: 4644.164062
	Iteration 30Q: 3 clusters Score -1448756 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1448760.500000 Penalty: 4644.164062
	Iteration 31Q: 3 clusters Score -1448760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1448764.875000 Penalty: 4644.164062
	Iteration 32Q: 3 clusters Score -1448765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1448764.875000 Penalty: 4644.164062
	Iteration 33F: 3 clusters Score -1448765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (183079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183079 members 
Entering Unmasked Estep 
Score: -22055972.000000 Penalty: 3005.182861
	Iteration 0F: 2 clusters Score -2.205597e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91599 members 
Mstep: Class 2 contains 91480 members 
Entering Unmasked Estep 
Score: -21940790.000000 Penalty: 6010.365723
	Iteration 0F: 3 clusters Score -2.194079e+07 nChanged 87772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92807 members 
Mstep: Class 2 contains 90272 members 
Entering Unmasked Estep 
Score: -21991514.000000 Penalty: 6010.365723
	Iteration 1F: 3 clusters Score -2.199151e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93389 members 
Mstep: Class 2 contains 89690 members 
Entering Unmasked Estep 
Score: -21992536.000000 Penalty: 6010.365723
	Iteration 2Q: 3 clusters Score -2.199254e+07 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94189 members 
Mstep: Class 2 contains 88890 members 
Entering Unmasked Estep 
Score: -21994394.000000 Penalty: 6010.365723
	Iteration 3Q: 3 clusters Score -2.199439e+07 nChanged 6686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95095 members 
Mstep: Class 2 contains 87984 members 
Entering Unmasked Estep 
Score: -21997310.000000 Penalty: 6010.365723
	Iteration 4Q: 3 clusters Score -2.199731e+07 nChanged 7870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95835 members 
Mstep: Class 2 contains 87244 members 
Entering Unmasked Estep 
Score: -22001626.000000 Penalty: 6010.365723
	Iteration 5Q: 3 clusters Score -2.200163e+07 nChanged 9663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95772 members 
Mstep: Class 2 contains 87307 members 
Entering Unmasked Estep 
Score: -22007568.000000 Penalty: 6010.365723
	Iteration 6F: 3 clusters Score -2.200757e+07 nChanged 11468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94424 members 
Mstep: Class 2 contains 88655 members 
Entering Unmasked Estep 
Score: -22015682.000000 Penalty: 6010.365723
	Iteration 7F: 3 clusters Score -2.201568e+07 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91652 members 
Mstep: Class 2 contains 91427 members 
Entering Unmasked Estep 
Score: -22026122.000000 Penalty: 6010.365723
	Iteration 8F: 3 clusters Score -2.202612e+07 nChanged 13250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 94747 members 
Entering Unmasked Estep 
Score: -22036188.000000 Penalty: 6010.365723
	Iteration 9F: 3 clusters Score -2.203619e+07 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85726 members 
Mstep: Class 2 contains 97353 members 
Entering Unmasked Estep 
Score: -22041754.000000 Penalty: 6010.365723
	Iteration 10F: 3 clusters Score -2.204175e+07 nChanged 6682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83934 members 
Mstep: Class 2 contains 99145 members 
Entering Unmasked Estep 
Score: -22043812.000000 Penalty: 6010.365723
	Iteration 11Q: 3 clusters Score -2.204381e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 100654 members 
Entering Unmasked Estep 
Score: -22044834.000000 Penalty: 6010.365723
	Iteration 12Q: 3 clusters Score -2.204483e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80969 members 
Mstep: Class 2 contains 102110 members 
Entering Unmasked Estep 
Score: -22045558.000000 Penalty: 6010.365723
	Iteration 13Q: 3 clusters Score -2.204556e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79438 members 
Mstep: Class 2 contains 103641 members 
Entering Unmasked Estep 
Score: -22046354.000000 Penalty: 6010.365723
	Iteration 14Q: 3 clusters Score -2.204635e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 105247 members 
Entering Unmasked Estep 
Score: -22047318.000000 Penalty: 6010.365723
	Iteration 15Q: 3 clusters Score -2.204732e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76164 members 
Mstep: Class 2 contains 106915 members 
Entering Unmasked Estep 
Score: -22048218.000000 Penalty: 6010.365723
	Iteration 16Q: 3 clusters Score -2.204822e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74462 members 
Mstep: Class 2 contains 108617 members 
Entering Unmasked Estep 
Score: -22049054.000000 Penalty: 6010.365723
	Iteration 17Q: 3 clusters Score -2.204905e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72670 members 
Mstep: Class 2 contains 110409 members 
Entering Unmasked Estep 
Score: -22050130.000000 Penalty: 6010.365723
	Iteration 18Q: 3 clusters Score -2.205013e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70942 members 
Mstep: Class 2 contains 112137 members 
Entering Unmasked Estep 
Score: -22051046.000000 Penalty: 6010.365723
	Iteration 19Q: 3 clusters Score -2.205105e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 113667 members 
Entering Unmasked Estep 
Score: -22051752.000000 Penalty: 6010.365723
	Iteration 20F: 3 clusters Score -2.205175e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67967 members 
Mstep: Class 2 contains 115112 members 
Entering Unmasked Estep 
Score: -22052278.000000 Penalty: 6010.365723
	Iteration 21Q: 3 clusters Score -2.205228e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 116494 members 
Entering Unmasked Estep 
Score: -22052810.000000 Penalty: 6010.365723
	Iteration 22Q: 3 clusters Score -2.205281e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65275 members 
Mstep: Class 2 contains 117804 members 
Entering Unmasked Estep 
Score: -22053304.000000 Penalty: 6010.365723
	Iteration 23Q: 3 clusters Score -2.20533e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63993 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -22053604.000000 Penalty: 6010.365723
	Iteration 24Q: 3 clusters Score -2.20536e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62769 members 
Mstep: Class 2 contains 120310 members 
Entering Unmasked Estep 
Score: -22053962.000000 Penalty: 6010.365723
	Iteration 25Q: 3 clusters Score -2.205396e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61575 members 
Mstep: Class 2 contains 121504 members 
Entering Unmasked Estep 
Score: -22054114.000000 Penalty: 6010.365723
	Iteration 26Q: 3 clusters Score -2.205411e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60472 members 
Mstep: Class 2 contains 122607 members 
Entering Unmasked Estep 
Score: -22054360.000000 Penalty: 6010.365723
	Iteration 27Q: 3 clusters Score -2.205436e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59424 members 
Mstep: Class 2 contains 123655 members 
Entering Unmasked Estep 
Score: -22054502.000000 Penalty: 6010.365723
	Iteration 28Q: 3 clusters Score -2.20545e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58362 members 
Mstep: Class 2 contains 124717 members 
Entering Unmasked Estep 
Score: -22054654.000000 Penalty: 6010.365723
	Iteration 29Q: 3 clusters Score -2.205465e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57343 members 
Mstep: Class 2 contains 125736 members 
Entering Unmasked Estep 
Score: -22054820.000000 Penalty: 6010.365723
	Iteration 30Q: 3 clusters Score -2.205482e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56290 members 
Mstep: Class 2 contains 126789 members 
Entering Unmasked Estep 
Score: -22054906.000000 Penalty: 6010.365723
	Iteration 31Q: 3 clusters Score -2.205491e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55246 members 
Mstep: Class 2 contains 127833 members 
Entering Unmasked Estep 
Score: -22055120.000000 Penalty: 6010.365723
	Iteration 32Q: 3 clusters Score -2.205512e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 128817 members 
Entering Unmasked Estep 
Score: -22055224.000000 Penalty: 6010.365723
	Iteration 33Q: 3 clusters Score -2.205522e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53267 members 
Mstep: Class 2 contains 129812 members 
Entering Unmasked Estep 
Score: -22055330.000000 Penalty: 6010.365723
	Iteration 34Q: 3 clusters Score -2.205533e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52310 members 
Mstep: Class 2 contains 130769 members 
Entering Unmasked Estep 
Score: -22055458.000000 Penalty: 6010.365723
	Iteration 35Q: 3 clusters Score -2.205546e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51397 members 
Mstep: Class 2 contains 131682 members 
Entering Unmasked Estep 
Score: -22055654.000000 Penalty: 6010.365723
	Iteration 36Q: 3 clusters Score -2.205565e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50478 members 
Mstep: Class 2 contains 132601 members 
Entering Unmasked Estep 
Score: -22055748.000000 Penalty: 6010.365723
	Iteration 37Q: 3 clusters Score -2.205575e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49567 members 
Mstep: Class 2 contains 133512 members 
Entering Unmasked Estep 
Score: -22055830.000000 Penalty: 6010.365723
	Iteration 38Q: 3 clusters Score -2.205583e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 134436 members 
Entering Unmasked Estep 
Score: -22055912.000000 Penalty: 6010.365723
	Iteration 39Q: 3 clusters Score -2.205591e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47711 members 
Mstep: Class 2 contains 135368 members 
Entering Unmasked Estep 
Score: -22056114.000000 Penalty: 6010.365723
	Iteration 40F: 3 clusters Score -2.205611e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46781 members 
Mstep: Class 2 contains 136298 members 
Entering Unmasked Estep 
Score: -22056186.000000 Penalty: 6010.365723
	Iteration 41Q: 3 clusters Score -2.205619e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45844 members 
Mstep: Class 2 contains 137235 members 
Entering Unmasked Estep 
Score: -22056324.000000 Penalty: 6010.365723
	Iteration 42Q: 3 clusters Score -2.205632e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44877 members 
Mstep: Class 2 contains 138202 members 
Entering Unmasked Estep 
Score: -22056480.000000 Penalty: 6010.365723
	Iteration 43Q: 3 clusters Score -2.205648e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43812 members 
Mstep: Class 2 contains 139267 members 
Entering Unmasked Estep 
Score: -22056672.000000 Penalty: 6010.365723
	Iteration 44Q: 3 clusters Score -2.205667e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42750 members 
Mstep: Class 2 contains 140329 members 
Entering Unmasked Estep 
Score: -22056836.000000 Penalty: 6010.365723
	Iteration 45Q: 3 clusters Score -2.205684e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 141401 members 
Entering Unmasked Estep 
Score: -22057076.000000 Penalty: 6010.365723
	Iteration 46Q: 3 clusters Score -2.205708e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40570 members 
Mstep: Class 2 contains 142509 members 
Entering Unmasked Estep 
Score: -22057352.000000 Penalty: 6010.365723
	Iteration 47Q: 3 clusters Score -2.205735e+07 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39373 members 
Mstep: Class 2 contains 143706 members 
Entering Unmasked Estep 
Score: -22057532.000000 Penalty: 6010.365723
	Iteration 48Q: 3 clusters Score -2.205753e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 145011 members 
Entering Unmasked Estep 
Score: -22057634.000000 Penalty: 6010.365723
	Iteration 49Q: 3 clusters Score -2.205763e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 146406 members 
Entering Unmasked Estep 
Score: -22057936.000000 Penalty: 6010.365723
	Iteration 50Q: 3 clusters Score -2.205794e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 147842 members 
Entering Unmasked Estep 
Score: -22058334.000000 Penalty: 6010.365723
	Iteration 51Q: 3 clusters Score -2.205833e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 149268 members 
Entering Unmasked Estep 
Score: -22058614.000000 Penalty: 6010.365723
	Iteration 52Q: 3 clusters Score -2.205861e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 150801 members 
Entering Unmasked Estep 
Score: -22058810.000000 Penalty: 6010.365723
	Iteration 53Q: 3 clusters Score -2.205881e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 152469 members 
Entering Unmasked Estep 
Score: -22058810.000000 Penalty: 6010.365723
	Iteration 54Q: 3 clusters Score -2.205881e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -22058980.000000 Penalty: 6010.365723
	Iteration 55Q: 3 clusters Score -2.205898e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27013 members 
Mstep: Class 2 contains 156066 members 
Entering Unmasked Estep 
Score: -22059058.000000 Penalty: 6010.365723
	Iteration 56Q: 3 clusters Score -2.205906e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 157939 members 
Entering Unmasked Estep 
Score: -22059038.000000 Penalty: 6010.365723
	Iteration 57Q: 3 clusters Score -2.205904e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 159897 members 
Entering Unmasked Estep 
Score: -22058912.000000 Penalty: 6010.365723
	Iteration 58Q: 3 clusters Score -2.205891e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 161956 members 
Entering Unmasked Estep 
Score: -22058774.000000 Penalty: 6010.365723
	Iteration 59Q: 3 clusters Score -2.205877e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 164056 members 
Entering Unmasked Estep 
Score: -22058630.000000 Penalty: 6010.365723
	Iteration 60F: 3 clusters Score -2.205863e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 166040 members 
Entering Unmasked Estep 
Score: -22058386.000000 Penalty: 6010.365723
	Iteration 61Q: 3 clusters Score -2.205839e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 167925 members 
Entering Unmasked Estep 
Score: -22058058.000000 Penalty: 6010.365723
	Iteration 62Q: 3 clusters Score -2.205806e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 169633 members 
Entering Unmasked Estep 
Score: -22057908.000000 Penalty: 6010.365723
	Iteration 63Q: 3 clusters Score -2.205791e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -22057844.000000 Penalty: 6010.365723
	Iteration 64Q: 3 clusters Score -2.205784e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 172627 members 
Entering Unmasked Estep 
Score: -22057626.000000 Penalty: 6010.365723
	Iteration 65Q: 3 clusters Score -2.205763e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 173884 members 
Entering Unmasked Estep 
Score: -22057598.000000 Penalty: 6010.365723
	Iteration 66Q: 3 clusters Score -2.20576e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 175002 members 
Entering Unmasked Estep 
Score: -22057508.000000 Penalty: 6010.365723
	Iteration 67Q: 3 clusters Score -2.205751e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 175925 members 
Entering Unmasked Estep 
Score: -22057424.000000 Penalty: 6010.365723
	Iteration 68Q: 3 clusters Score -2.205742e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 176702 members 
Entering Unmasked Estep 
Score: -22057256.000000 Penalty: 6010.365723
	Iteration 69Q: 3 clusters Score -2.205726e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 177396 members 
Entering Unmasked Estep 
Score: -22057072.000000 Penalty: 6010.365723
	Iteration 70Q: 3 clusters Score -2.205707e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 177944 members 
Entering Unmasked Estep 
Score: -22056906.000000 Penalty: 6010.365723
	Iteration 71Q: 3 clusters Score -2.205691e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 178397 members 
Entering Unmasked Estep 
Score: -22056788.000000 Penalty: 6010.365723
	Iteration 72Q: 3 clusters Score -2.205679e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -22056682.000000 Penalty: 6010.365723
	Iteration 73Q: 3 clusters Score -2.205668e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 179068 members 
Entering Unmasked Estep 
Score: -22056576.000000 Penalty: 6010.365723
	Iteration 74Q: 3 clusters Score -2.205658e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 179313 members 
Entering Unmasked Estep 
Score: -22056470.000000 Penalty: 6010.365723
	Iteration 75Q: 3 clusters Score -2.205647e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 179532 members 
Entering Unmasked Estep 
Score: -22056446.000000 Penalty: 6010.365723
	Iteration 76Q: 3 clusters Score -2.205645e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 179699 members 
Entering Unmasked Estep 
Score: -22056386.000000 Penalty: 6010.365723
	Iteration 77Q: 3 clusters Score -2.205639e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 179833 members 
Entering Unmasked Estep 
Score: -22056308.000000 Penalty: 6010.365723
	Iteration 78Q: 3 clusters Score -2.205631e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 179936 members 
Entering Unmasked Estep 
Score: -22056296.000000 Penalty: 6010.365723
	Iteration 79Q: 3 clusters Score -2.20563e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 180016 members 
Entering Unmasked Estep 
Score: -22056276.000000 Penalty: 6010.365723
	Iteration 80F: 3 clusters Score -2.205628e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 180086 members 
Entering Unmasked Estep 
Score: -22056218.000000 Penalty: 6010.365723
	Iteration 81Q: 3 clusters Score -2.205622e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 180156 members 
Entering Unmasked Estep 
Score: -22056188.000000 Penalty: 6010.365723
	Iteration 82Q: 3 clusters Score -2.205619e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 180210 members 
Entering Unmasked Estep 
Score: -22056122.000000 Penalty: 6010.365723
	Iteration 83Q: 3 clusters Score -2.205612e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 180266 members 
Entering Unmasked Estep 
Score: -22056102.000000 Penalty: 6010.365723
	Iteration 84Q: 3 clusters Score -2.20561e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 180323 members 
Entering Unmasked Estep 
Score: -22056102.000000 Penalty: 6010.365723
	Iteration 85Q: 3 clusters Score -2.20561e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 180375 members 
Entering Unmasked Estep 
Score: -22056070.000000 Penalty: 6010.365723
	Iteration 86Q: 3 clusters Score -2.205607e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 180422 members 
Entering Unmasked Estep 
Score: -22056050.000000 Penalty: 6010.365723
	Iteration 87Q: 3 clusters Score -2.205605e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 180469 members 
Entering Unmasked Estep 
Score: -22056018.000000 Penalty: 6010.365723
	Iteration 88Q: 3 clusters Score -2.205602e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 180514 members 
Entering Unmasked Estep 
Score: -22056014.000000 Penalty: 6010.365723
	Iteration 89Q: 3 clusters Score -2.205601e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 180559 members 
Entering Unmasked Estep 
Score: -22056006.000000 Penalty: 6010.365723
	Iteration 90Q: 3 clusters Score -2.205601e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 180600 members 
Entering Unmasked Estep 
Score: -22055988.000000 Penalty: 6010.365723
	Iteration 91Q: 3 clusters Score -2.205599e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 180642 members 
Entering Unmasked Estep 
Score: -22055950.000000 Penalty: 6010.365723
	Iteration 92Q: 3 clusters Score -2.205595e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 180676 members 
Entering Unmasked Estep 
Score: -22055942.000000 Penalty: 6010.365723
	Iteration 93Q: 3 clusters Score -2.205594e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 180708 members 
Entering Unmasked Estep 
Score: -22055942.000000 Penalty: 6010.365723
	Iteration 94Q: 3 clusters Score -2.205594e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 180731 members 
Entering Unmasked Estep 
Score: -22055932.000000 Penalty: 6010.365723
	Iteration 95Q: 3 clusters Score -2.205593e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 180757 members 
Entering Unmasked Estep 
Score: -22055932.000000 Penalty: 6010.365723
	Iteration 96Q: 3 clusters Score -2.205593e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 180778 members 
Entering Unmasked Estep 
Score: -22055930.000000 Penalty: 6010.365723
	Iteration 97Q: 3 clusters Score -2.205593e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 180794 members 
Entering Unmasked Estep 
Score: -22055912.000000 Penalty: 6010.365723
	Iteration 98Q: 3 clusters Score -2.205591e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 180817 members 
Entering Unmasked Estep 
Score: -22055894.000000 Penalty: 6010.365723
	Iteration 99Q: 3 clusters Score -2.205589e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 180834 members 
Entering Unmasked Estep 
Score: -22055894.000000 Penalty: 6010.365723
	Iteration 100F: 3 clusters Score -2.205589e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 180849 members 
Entering Unmasked Estep 
Score: -22055878.000000 Penalty: 6010.365723
	Iteration 101Q: 3 clusters Score -2.205588e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 180861 members 
Entering Unmasked Estep 
Score: -22055866.000000 Penalty: 6010.365723
	Iteration 102Q: 3 clusters Score -2.205587e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 180870 members 
Entering Unmasked Estep 
Score: -22055904.000000 Penalty: 6010.365723
	Iteration 103Q: 3 clusters Score -2.20559e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 180876 members 
Entering Unmasked Estep 
Score: -22055894.000000 Penalty: 6010.365723
	Iteration 104Q: 3 clusters Score -2.205589e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 180881 members 
Entering Unmasked Estep 
Score: -22055890.000000 Penalty: 6010.365723
	Iteration 105Q: 3 clusters Score -2.205589e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 180887 members 
Entering Unmasked Estep 
Score: -22055876.000000 Penalty: 6010.365723
	Iteration 106Q: 3 clusters Score -2.205588e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 180894 members 
Entering Unmasked Estep 
Score: -22055864.000000 Penalty: 6010.365723
	Iteration 107Q: 3 clusters Score -2.205586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 180895 members 
Entering Unmasked Estep 
Score: -22055862.000000 Penalty: 6010.365723
	Iteration 108Q: 3 clusters Score -2.205586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 180896 members 
Entering Unmasked Estep 
Score: -22055862.000000 Penalty: 6010.365723
	Iteration 109Q: 3 clusters Score -2.205586e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 180898 members 
Entering Unmasked Estep 
Score: -22055864.000000 Penalty: 6010.365723
	Iteration 110Q: 3 clusters Score -2.205586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 180898 members 
Entering Unmasked Estep 
Score: -22055864.000000 Penalty: 6010.365723
	Iteration 111F: 3 clusters Score -2.205586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Entering Unmasked Estep 
Score: -2572371.250000 Penalty: 2472.519531
	Iteration 0F: 2 clusters Score -2572371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2557375.250000 Penalty: 4945.039062
	Iteration 0F: 3 clusters Score -2557375 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2562565.750000 Penalty: 4945.039062
	Iteration 1F: 3 clusters Score -2562566 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2563023.500000 Penalty: 4945.039062
	Iteration 2F: 3 clusters Score -2563024 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -2563418.750000 Penalty: 4945.039062
	Iteration 3Q: 3 clusters Score -2563419 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2563840.250000 Penalty: 4945.039062
	Iteration 4Q: 3 clusters Score -2563840 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -2564242.250000 Penalty: 4945.039062
	Iteration 5Q: 3 clusters Score -2564242 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -2564623.750000 Penalty: 4945.039062
	Iteration 6Q: 3 clusters Score -2564624 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -2564990.000000 Penalty: 4945.039062
	Iteration 7Q: 3 clusters Score -2564990 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 8653 members 
Entering Unmasked Estep 
Score: -2565435.750000 Penalty: 4945.039062
	Iteration 8Q: 3 clusters Score -2565436 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -2565996.250000 Penalty: 4945.039062
	Iteration 9Q: 3 clusters Score -2565996 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -2566658.750000 Penalty: 4945.039062
	Iteration 10Q: 3 clusters Score -2566659 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2567484.500000 Penalty: 4945.039062
	Iteration 11F: 3 clusters Score -2567484 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -2568269.750000 Penalty: 4945.039062
	Iteration 12Q: 3 clusters Score -2568270 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2568943.250000 Penalty: 4945.039062
	Iteration 13Q: 3 clusters Score -2568943 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -2569466.000000 Penalty: 4945.039062
	Iteration 14Q: 3 clusters Score -2569466 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2569830.750000 Penalty: 4945.039062
	Iteration 15Q: 3 clusters Score -2569831 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2570126.500000 Penalty: 4945.039062
	Iteration 16Q: 3 clusters Score -2570126 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -2570340.750000 Penalty: 4945.039062
	Iteration 17Q: 3 clusters Score -2570341 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2570497.250000 Penalty: 4945.039062
	Iteration 18Q: 3 clusters Score -2570497 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2570633.000000 Penalty: 4945.039062
	Iteration 19Q: 3 clusters Score -2570633 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2570743.500000 Penalty: 4945.039062
	Iteration 20F: 3 clusters Score -2570744 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -2570854.000000 Penalty: 4945.039062
	Iteration 21Q: 3 clusters Score -2570854 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2570955.500000 Penalty: 4945.039062
	Iteration 22Q: 3 clusters Score -2570956 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2571018.750000 Penalty: 4945.039062
	Iteration 23Q: 3 clusters Score -2571019 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2571078.250000 Penalty: 4945.039062
	Iteration 24Q: 3 clusters Score -2571078 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2571141.500000 Penalty: 4945.039062
	Iteration 25Q: 3 clusters Score -2571142 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2571185.000000 Penalty: 4945.039062
	Iteration 26Q: 3 clusters Score -2571185 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2571206.500000 Penalty: 4945.039062
	Iteration 27Q: 3 clusters Score -2571206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2571221.250000 Penalty: 4945.039062
	Iteration 28Q: 3 clusters Score -2571221 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2571242.250000 Penalty: 4945.039062
	Iteration 29Q: 3 clusters Score -2571242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20386 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2571257.000000 Penalty: 4945.039062
	Iteration 30Q: 3 clusters Score -2571257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2571274.750000 Penalty: 4945.039062
	Iteration 31Q: 3 clusters Score -2571275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2571301.750000 Penalty: 4945.039062
	Iteration 32Q: 3 clusters Score -2571302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2571324.250000 Penalty: 4945.039062
	Iteration 33Q: 3 clusters Score -2571324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2571354.250000 Penalty: 4945.039062
	Iteration 34Q: 3 clusters Score -2571354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2571390.500000 Penalty: 4945.039062
	Iteration 35Q: 3 clusters Score -2571390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2571418.000000 Penalty: 4945.039062
	Iteration 36Q: 3 clusters Score -2571418 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2571463.750000 Penalty: 4945.039062
	Iteration 37Q: 3 clusters Score -2571464 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2571495.000000 Penalty: 4945.039062
	Iteration 38Q: 3 clusters Score -2571495 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2571503.000000 Penalty: 4945.039062
	Iteration 39Q: 3 clusters Score -2571503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2571511.500000 Penalty: 4945.039062
	Iteration 40F: 3 clusters Score -2571512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -2571515.000000 Penalty: 4945.039062
	Iteration 41Q: 3 clusters Score -2571515 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2571519.000000 Penalty: 4945.039062
	Iteration 42Q: 3 clusters Score -2571519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2571520.000000 Penalty: 4945.039062
	Iteration 43Q: 3 clusters Score -2571520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2571528.000000 Penalty: 4945.039062
	Iteration 44Q: 3 clusters Score -2571528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2571528.500000 Penalty: 4945.039062
	Iteration 45Q: 3 clusters Score -2571528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2571531.250000 Penalty: 4945.039062
	Iteration 46Q: 3 clusters Score -2571531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2571536.750000 Penalty: 4945.039062
	Iteration 47Q: 3 clusters Score -2571537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2571537.750000 Penalty: 4945.039062
	Iteration 48Q: 3 clusters Score -2571538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2571537.500000 Penalty: 4945.039062
	Iteration 49Q: 3 clusters Score -2571538 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -2571542.000000 Penalty: 4945.039062
	Iteration 50Q: 3 clusters Score -2571542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2571546.250000 Penalty: 4945.039062
	Iteration 51Q: 3 clusters Score -2571546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2571543.750000 Penalty: 4945.039062
	Iteration 52Q: 3 clusters Score -2571544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2571543.750000 Penalty: 4945.039062
	Iteration 53F: 3 clusters Score -2571544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (85510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85510 members 
Entering Unmasked Estep 
Score: -10124671.000000 Penalty: 2816.384521
	Iteration 0F: 2 clusters Score -1.012467e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43068 members 
Mstep: Class 2 contains 42442 members 
Entering Unmasked Estep 
Score: -10067339.000000 Penalty: 5632.769043
	Iteration 0F: 3 clusters Score -1.006734e+07 nChanged 40392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45796 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -10090042.000000 Penalty: 5632.769043
	Iteration 1F: 3 clusters Score -1.009004e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -10090918.000000 Penalty: 5632.769043
	Iteration 2Q: 3 clusters Score -1.009092e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 35093 members 
Entering Unmasked Estep 
Score: -10092297.000000 Penalty: 5632.769043
	Iteration 3Q: 3 clusters Score -1.00923e+07 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 30907 members 
Entering Unmasked Estep 
Score: -10094517.000000 Penalty: 5632.769043
	Iteration 4F: 3 clusters Score -1.009452e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60438 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -10098454.000000 Penalty: 5632.769043
	Iteration 5F: 3 clusters Score -1.009845e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67879 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -10104735.000000 Penalty: 5632.769043
	Iteration 6F: 3 clusters Score -1.010474e+07 nChanged 7918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75797 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -10112481.000000 Penalty: 5632.769043
	Iteration 7F: 3 clusters Score -1.011248e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -10118498.000000 Penalty: 5632.769043
	Iteration 8F: 3 clusters Score -1.01185e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84244 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -10121053.000000 Penalty: 5632.769043
	Iteration 9Q: 3 clusters Score -1.012105e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -10121857.000000 Penalty: 5632.769043
	Iteration 10Q: 3 clusters Score -1.012186e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85210 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -10122099.000000 Penalty: 5632.769043
	Iteration 11Q: 3 clusters Score -1.01221e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10122192.000000 Penalty: 5632.769043
	Iteration 12Q: 3 clusters Score -1.012219e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85285 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -10122249.000000 Penalty: 5632.769043
	Iteration 13Q: 3 clusters Score -1.012225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85299 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -10122283.000000 Penalty: 5632.769043
	Iteration 14Q: 3 clusters Score -1.012228e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85303 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -10122305.000000 Penalty: 5632.769043
	Iteration 15Q: 3 clusters Score -1.01223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85309 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -10122314.000000 Penalty: 5632.769043
	Iteration 16Q: 3 clusters Score -1.012231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85312 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10122310.000000 Penalty: 5632.769043
	Iteration 17Q: 3 clusters Score -1.012231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10122307.000000 Penalty: 5632.769043
	Iteration 18Q: 3 clusters Score -1.012231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85310 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -10122307.000000 Penalty: 5632.769043
	Iteration 19F: 3 clusters Score -1.012231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 2654 members 
Mstep: Class 3 contains 51904 members 
Mstep: Class 5 contains 12471 members 
Mstep: Class 8 contains 157999 members 
Mstep: Class 11 contains 11652 members 
Mstep: Class 13 contains 183079 members 
Mstep: Class 16 contains 21372 members 
Mstep: Class 19 contains 85510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81069024.000000 Penalty: 29989.816406
Iteration 39Q: 10 clusters Score -8.106902e+07 nChanged 21229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 155493 members 
Mstep: Class 2 contains 2696 members 
Mstep: Class 3 contains 51255 members 
Mstep: Class 5 contains 12495 members 
Mstep: Class 8 contains 169557 members 
Mstep: Class 11 contains 9922 members 
Mstep: Class 13 contains 178436 members 
Mstep: Class 16 contains 21414 members 
Mstep: Class 19 contains 83119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81074816.000000 Penalty: 29989.816406
Iteration 40F: 10 clusters Score -8.107482e+07 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 157906 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 50168 members 
Mstep: Class 5 contains 12448 members 
Mstep: Class 8 contains 177133 members 
Mstep: Class 11 contains 8751 members 
Mstep: Class 13 contains 173590 members 
Mstep: Class 16 contains 21347 members 
Mstep: Class 19 contains 80344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81077192.000000 Penalty: 29989.816406
Iteration 41Q: 10 clusters Score -8.107719e+07 nChanged 15136
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 161278 members 
Mstep: Class 2 contains 2702 members 
Mstep: Class 3 contains 49049 members 
Mstep: Class 5 contains 12335 members 
Mstep: Class 8 contains 183458 members 
Mstep: Class 11 contains 7821 members 
Mstep: Class 13 contains 168389 members 
Mstep: Class 16 contains 21300 members 
Mstep: Class 19 contains 78055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81079112.000000 Penalty: 29989.816406
Iteration 42Q: 10 clusters Score -8.107911e+07 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 165203 members 
Mstep: Class 2 contains 2700 members 
Mstep: Class 3 contains 47848 members 
Mstep: Class 5 contains 12168 members 
Mstep: Class 8 contains 189029 members 
Mstep: Class 11 contains 7003 members 
Mstep: Class 13 contains 162983 members 
Mstep: Class 16 contains 21265 members 
Mstep: Class 19 contains 76188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81080976.000000 Penalty: 29989.816406
Iteration 43Q: 10 clusters Score -8.108098e+07 nChanged 14889
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 169832 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 46492 members 
Mstep: Class 5 contains 11965 members 
Mstep: Class 8 contains 193361 members 
Mstep: Class 11 contains 6280 members 
Mstep: Class 13 contains 157790 members 
Mstep: Class 16 contains 21259 members 
Mstep: Class 19 contains 74704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81083168.000000 Penalty: 29989.816406
Iteration 44Q: 10 clusters Score -8.108317e+07 nChanged 14555
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 174986 members 
Mstep: Class 2 contains 2704 members 
Mstep: Class 3 contains 45086 members 
Mstep: Class 5 contains 11750 members 
Mstep: Class 8 contains 196235 members 
Mstep: Class 11 contains 5620 members 
Mstep: Class 13 contains 153403 members 
Mstep: Class 16 contains 21242 members 
Mstep: Class 19 contains 73361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81083704.000000 Penalty: 29989.816406
Iteration 45Q: 10 clusters Score -8.10837e+07 nChanged 14420
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180554 members 
Mstep: Class 2 contains 2705 members 
Mstep: Class 3 contains 43610 members 
Mstep: Class 5 contains 11510 members 
Mstep: Class 8 contains 198075 members 
Mstep: Class 11 contains 5035 members 
Mstep: Class 13 contains 149343 members 
Mstep: Class 16 contains 21229 members 
Mstep: Class 19 contains 72326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81084600.000000 Penalty: 29989.816406
Iteration 46Q: 10 clusters Score -8.10846e+07 nChanged 14308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 186435 members 
Mstep: Class 2 contains 2708 members 
Mstep: Class 3 contains 42088 members 
Mstep: Class 5 contains 11242 members 
Mstep: Class 8 contains 198917 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 13 contains 145801 members 
Mstep: Class 16 contains 21189 members 
Mstep: Class 19 contains 71495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81085248.000000 Penalty: 29989.816406
Iteration 47Q: 10 clusters Score -8.108525e+07 nChanged 13722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 192244 members 
Mstep: Class 2 contains 2709 members 
Mstep: Class 3 contains 40664 members 
Mstep: Class 5 contains 10965 members 
Mstep: Class 8 contains 199101 members 
Mstep: Class 11 contains 4045 members 
Mstep: Class 13 contains 142631 members 
Mstep: Class 16 contains 21152 members 
Mstep: Class 19 contains 70876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086048.000000 Penalty: 29989.816406
Iteration 48Q: 10 clusters Score -8.108605e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 197893 members 
Mstep: Class 2 contains 2706 members 
Mstep: Class 3 contains 39412 members 
Mstep: Class 5 contains 10696 members 
Mstep: Class 8 contains 198896 members 
Mstep: Class 11 contains 3668 members 
Mstep: Class 13 contains 139637 members 
Mstep: Class 16 contains 21120 members 
Mstep: Class 19 contains 70359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086552.000000 Penalty: 29989.816406
Iteration 49Q: 10 clusters Score -8.108655e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 203229 members 
Mstep: Class 2 contains 2698 members 
Mstep: Class 3 contains 38263 members 
Mstep: Class 5 contains 10442 members 
Mstep: Class 8 contains 198509 members 
Mstep: Class 11 contains 3380 members 
Mstep: Class 13 contains 136859 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 19 contains 69906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086672.000000 Penalty: 29989.816406
Iteration 50Q: 10 clusters Score -8.108667e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 208200 members 
Mstep: Class 2 contains 2696 members 
Mstep: Class 3 contains 37297 members 
Mstep: Class 5 contains 10195 members 
Mstep: Class 8 contains 197946 members 
Mstep: Class 11 contains 3165 members 
Mstep: Class 13 contains 134265 members 
Mstep: Class 16 contains 21092 members 
Mstep: Class 19 contains 69531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087112.000000 Penalty: 29989.816406
Iteration 51Q: 10 clusters Score -8.108711e+07 nChanged 10330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 212590 members 
Mstep: Class 2 contains 2691 members 
Mstep: Class 3 contains 36385 members 
Mstep: Class 5 contains 9988 members 
Mstep: Class 8 contains 197362 members 
Mstep: Class 11 contains 2962 members 
Mstep: Class 13 contains 132093 members 
Mstep: Class 16 contains 21087 members 
Mstep: Class 19 contains 69229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087736.000000 Penalty: 29989.816406
Iteration 52Q: 10 clusters Score -8.108774e+07 nChanged 8929
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 216250 members 
Mstep: Class 2 contains 2689 members 
Mstep: Class 3 contains 35572 members 
Mstep: Class 5 contains 9778 members 
Mstep: Class 8 contains 196780 members 
Mstep: Class 11 contains 2776 members 
Mstep: Class 13 contains 130464 members 
Mstep: Class 16 contains 21075 members 
Mstep: Class 19 contains 69003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3325.109863 but Gain 3332.203125
Score: -81087904.000000 Penalty: 26657.613281
Iteration 53Q: 9 clusters Score -8.10879e+07 nChanged 10329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 219393 members 
Mstep: Class 2 contains 2692 members 
Mstep: Class 3 contains 34901 members 
Mstep: Class 5 contains 9606 members 
Mstep: Class 8 contains 197139 members 
Mstep: Class 13 contains 130786 members 
Mstep: Class 16 contains 21066 members 
Mstep: Class 19 contains 68804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090344.000000 Penalty: 26657.613281
Iteration 54Q: 9 clusters Score -8.109034e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 222012 members 
Mstep: Class 2 contains 2690 members 
Mstep: Class 3 contains 34279 members 
Mstep: Class 5 contains 9441 members 
Mstep: Class 8 contains 196184 members 
Mstep: Class 13 contains 129943 members 
Mstep: Class 16 contains 21049 members 
Mstep: Class 19 contains 68789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090552.000000 Penalty: 26657.613281
Iteration 55Q: 9 clusters Score -8.109055e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 224064 members 
Mstep: Class 2 contains 2693 members 
Mstep: Class 3 contains 33710 members 
Mstep: Class 5 contains 9294 members 
Mstep: Class 8 contains 195284 members 
Mstep: Class 13 contains 129526 members 
Mstep: Class 16 contains 21039 members 
Mstep: Class 19 contains 68777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090648.000000 Penalty: 26657.613281
Iteration 56Q: 9 clusters Score -8.109065e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 225700 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 33188 members 
Mstep: Class 5 contains 9177 members 
Mstep: Class 8 contains 194446 members 
Mstep: Class 13 contains 129429 members 
Mstep: Class 16 contains 21027 members 
Mstep: Class 19 contains 68725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090616.000000 Penalty: 26657.613281
Iteration 57Q: 9 clusters Score -8.109062e+07 nChanged 4368
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 226798 members 
Mstep: Class 2 contains 2695 members 
Mstep: Class 3 contains 32706 members 
Mstep: Class 5 contains 9075 members 
Mstep: Class 8 contains 193764 members 
Mstep: Class 13 contains 129621 members 
Mstep: Class 16 contains 21033 members 
Mstep: Class 19 contains 68695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090576.000000 Penalty: 26657.613281
Iteration 58Q: 9 clusters Score -8.109058e+07 nChanged 3908
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 227335 members 
Mstep: Class 2 contains 2691 members 
Mstep: Class 3 contains 32281 members 
Mstep: Class 5 contains 8973 members 
Mstep: Class 8 contains 193271 members 
Mstep: Class 13 contains 130134 members 
Mstep: Class 16 contains 21023 members 
Mstep: Class 19 contains 68679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090504.000000 Penalty: 26657.613281
Iteration 59Q: 9 clusters Score -8.10905e+07 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 227410 members 
Mstep: Class 2 contains 2691 members 
Mstep: Class 3 contains 31875 members 
Mstep: Class 5 contains 8872 members 
Mstep: Class 8 contains 192870 members 
Mstep: Class 13 contains 130962 members 
Mstep: Class 16 contains 21037 members 
Mstep: Class 19 contains 68670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81091576.000000 Penalty: 26657.613281
Iteration 60F: 9 clusters Score -8.109158e+07 nChanged 5106
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 227015 members 
Mstep: Class 2 contains 2689 members 
Mstep: Class 3 contains 31494 members 
Mstep: Class 5 contains 8789 members 
Mstep: Class 8 contains 194302 members 
Mstep: Class 13 contains 130516 members 
Mstep: Class 16 contains 21037 members 
Mstep: Class 19 contains 68545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81091560.000000 Penalty: 26657.613281
Iteration 61Q: 9 clusters Score -8.109156e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 226355 members 
Mstep: Class 2 contains 2686 members 
Mstep: Class 3 contains 31133 members 
Mstep: Class 5 contains 8712 members 
Mstep: Class 8 contains 195391 members 
Mstep: Class 13 contains 130638 members 
Mstep: Class 16 contains 21049 members 
Mstep: Class 19 contains 68423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81091872.000000 Penalty: 26657.613281
Iteration 62Q: 9 clusters Score -8.109187e+07 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 225261 members 
Mstep: Class 2 contains 2685 members 
Mstep: Class 3 contains 30759 members 
Mstep: Class 5 contains 8647 members 
Mstep: Class 8 contains 196681 members 
Mstep: Class 13 contains 131021 members 
Mstep: Class 16 contains 21041 members 
Mstep: Class 19 contains 68292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81091888.000000 Penalty: 26657.613281
Iteration 63Q: 9 clusters Score -8.109189e+07 nChanged 5411
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 223697 members 
Mstep: Class 2 contains 2684 members 
Mstep: Class 3 contains 30380 members 
Mstep: Class 5 contains 8577 members 
Mstep: Class 8 contains 198120 members 
Mstep: Class 13 contains 131710 members 
Mstep: Class 16 contains 21029 members 
Mstep: Class 19 contains 68190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092136.000000 Penalty: 26657.613281
Iteration 64Q: 9 clusters Score -8.109214e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 221699 members 
Mstep: Class 2 contains 2680 members 
Mstep: Class 3 contains 30036 members 
Mstep: Class 5 contains 8506 members 
Mstep: Class 8 contains 199597 members 
Mstep: Class 13 contains 132711 members 
Mstep: Class 16 contains 21027 members 
Mstep: Class 19 contains 68131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092232.000000 Penalty: 26657.613281
Iteration 65Q: 9 clusters Score -8.109223e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 219344 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 3 contains 29732 members 
Mstep: Class 5 contains 8443 members 
Mstep: Class 8 contains 201107 members 
Mstep: Class 13 contains 133950 members 
Mstep: Class 16 contains 21027 members 
Mstep: Class 19 contains 68107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092768.000000 Penalty: 26657.613281
Iteration 66Q: 9 clusters Score -8.109277e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 216497 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 3 contains 29420 members 
Mstep: Class 5 contains 8383 members 
Mstep: Class 8 contains 202796 members 
Mstep: Class 13 contains 135486 members 
Mstep: Class 16 contains 21039 members 
Mstep: Class 19 contains 68089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092992.000000 Penalty: 26657.613281
Iteration 67Q: 9 clusters Score -8.109299e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 213369 members 
Mstep: Class 2 contains 2676 members 
Mstep: Class 3 contains 29063 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 8 contains 204518 members 
Mstep: Class 13 contains 137346 members 
Mstep: Class 16 contains 21046 members 
Mstep: Class 19 contains 68032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 26657.613281
Iteration 68Q: 9 clusters Score -8.109339e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 209933 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 3 contains 28708 members 
Mstep: Class 5 contains 8301 members 
Mstep: Class 8 contains 206336 members 
Mstep: Class 13 contains 139398 members 
Mstep: Class 16 contains 21046 members 
Mstep: Class 19 contains 67988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094376.000000 Penalty: 26657.613281
Iteration 69Q: 9 clusters Score -8.109438e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 206316 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 28383 members 
Mstep: Class 5 contains 8270 members 
Mstep: Class 8 contains 208060 members 
Mstep: Class 13 contains 141682 members 
Mstep: Class 16 contains 21047 members 
Mstep: Class 19 contains 67955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094704.000000 Penalty: 26657.613281
Iteration 70Q: 9 clusters Score -8.10947e+07 nChanged 7245
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 202620 members 
Mstep: Class 2 contains 2674 members 
Mstep: Class 3 contains 28070 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 8 contains 209547 members 
Mstep: Class 13 contains 144290 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 19 contains 67907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094696.000000 Penalty: 26657.613281
Iteration 71Q: 9 clusters Score -8.10947e+07 nChanged 7551
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 198748 members 
Mstep: Class 2 contains 2670 members 
Mstep: Class 3 contains 27787 members 
Mstep: Class 5 contains 8216 members 
Mstep: Class 8 contains 210875 members 
Mstep: Class 13 contains 147153 members 
Mstep: Class 16 contains 21046 members 
Mstep: Class 19 contains 67892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81095192.000000 Penalty: 26657.613281
Iteration 72Q: 9 clusters Score -8.109519e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 194941 members 
Mstep: Class 2 contains 2666 members 
Mstep: Class 3 contains 27484 members 
Mstep: Class 5 contains 8190 members 
Mstep: Class 8 contains 211924 members 
Mstep: Class 13 contains 150298 members 
Mstep: Class 16 contains 21043 members 
Mstep: Class 19 contains 67841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81095328.000000 Penalty: 26657.613281
Iteration 73Q: 9 clusters Score -8.109533e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 191345 members 
Mstep: Class 2 contains 2663 members 
Mstep: Class 3 contains 27153 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 8 contains 212584 members 
Mstep: Class 13 contains 153695 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 19 contains 67750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81095416.000000 Penalty: 26657.613281
Iteration 74Q: 9 clusters Score -8.109542e+07 nChanged 8164
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 187670 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 26879 members 
Mstep: Class 5 contains 8136 members 
Mstep: Class 8 contains 212995 members 
Mstep: Class 13 contains 157324 members 
Mstep: Class 16 contains 21023 members 
Mstep: Class 19 contains 67700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81096024.000000 Penalty: 26657.613281
Iteration 75Q: 9 clusters Score -8.109602e+07 nChanged 8185
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 184139 members 
Mstep: Class 2 contains 2658 members 
Mstep: Class 3 contains 26613 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 8 contains 213144 members 
Mstep: Class 13 contains 161059 members 
Mstep: Class 16 contains 21015 members 
Mstep: Class 19 contains 67643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81096520.000000 Penalty: 26657.613281
Iteration 76Q: 9 clusters Score -8.109652e+07 nChanged 7878
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 180829 members 
Mstep: Class 2 contains 2660 members 
Mstep: Class 3 contains 26382 members 
Mstep: Class 5 contains 8092 members 
Mstep: Class 8 contains 213215 members 
Mstep: Class 13 contains 164609 members 
Mstep: Class 16 contains 21005 members 
Mstep: Class 19 contains 67595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81096536.000000 Penalty: 26657.613281
Iteration 77Q: 9 clusters Score -8.109654e+07 nChanged 7403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 177827 members 
Mstep: Class 2 contains 2662 members 
Mstep: Class 3 contains 26162 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 8 contains 213185 members 
Mstep: Class 13 contains 167923 members 
Mstep: Class 16 contains 20992 members 
Mstep: Class 19 contains 67567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81096400.000000 Penalty: 26657.613281
Iteration 78Q: 9 clusters Score -8.10964e+07 nChanged 6858
Entering ConstructFrom: 
Score: -81096400.000000 Penalty: 26657.613281
Entering ConstructFrom: 
Trying to split cluster 1 (175164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175164 members 
Entering Unmasked Estep 
Score: -21005294.000000 Penalty: 2994.222412
	Iteration 0F: 2 clusters Score -2.100529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87499 members 
Mstep: Class 2 contains 87665 members 
Entering Unmasked Estep 
Score: -20889700.000000 Penalty: 5988.444824
	Iteration 0F: 3 clusters Score -2.08897e+07 nChanged 83806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86095 members 
Mstep: Class 2 contains 89069 members 
Entering Unmasked Estep 
Score: -20938324.000000 Penalty: 5988.444824
	Iteration 1F: 3 clusters Score -2.093832e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85085 members 
Mstep: Class 2 contains 90079 members 
Entering Unmasked Estep 
Score: -20939732.000000 Penalty: 5988.444824
	Iteration 2Q: 3 clusters Score -2.093973e+07 nChanged 6090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83473 members 
Mstep: Class 2 contains 91691 members 
Entering Unmasked Estep 
Score: -20942058.000000 Penalty: 5988.444824
	Iteration 3Q: 3 clusters Score -2.094206e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81207 members 
Mstep: Class 2 contains 93957 members 
Entering Unmasked Estep 
Score: -20946048.000000 Penalty: 5988.444824
	Iteration 4Q: 3 clusters Score -2.094605e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77523 members 
Mstep: Class 2 contains 97641 members 
Entering Unmasked Estep 
Score: -20952564.000000 Penalty: 5988.444824
	Iteration 5F: 3 clusters Score -2.095256e+07 nChanged 12555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71842 members 
Mstep: Class 2 contains 103322 members 
Entering Unmasked Estep 
Score: -20962914.000000 Penalty: 5988.444824
	Iteration 6F: 3 clusters Score -2.096291e+07 nChanged 14635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64305 members 
Mstep: Class 2 contains 110859 members 
Entering Unmasked Estep 
Score: -20976024.000000 Penalty: 5988.444824
	Iteration 7F: 3 clusters Score -2.097602e+07 nChanged 13911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 118128 members 
Entering Unmasked Estep 
Score: -20988208.000000 Penalty: 5988.444824
	Iteration 8F: 3 clusters Score -2.098821e+07 nChanged 10447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52105 members 
Mstep: Class 2 contains 123059 members 
Entering Unmasked Estep 
Score: -20995538.000000 Penalty: 5988.444824
	Iteration 9F: 3 clusters Score -2.099554e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48836 members 
Mstep: Class 2 contains 126328 members 
Entering Unmasked Estep 
Score: -20999098.000000 Penalty: 5988.444824
	Iteration 10Q: 3 clusters Score -2.09991e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 128912 members 
Entering Unmasked Estep 
Score: -21001482.000000 Penalty: 5988.444824
	Iteration 11Q: 3 clusters Score -2.100148e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44106 members 
Mstep: Class 2 contains 131058 members 
Entering Unmasked Estep 
Score: -21003564.000000 Penalty: 5988.444824
	Iteration 12Q: 3 clusters Score -2.100356e+07 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 132774 members 
Entering Unmasked Estep 
Score: -21004680.000000 Penalty: 5988.444824
	Iteration 13Q: 3 clusters Score -2.100468e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40960 members 
Mstep: Class 2 contains 134204 members 
Entering Unmasked Estep 
Score: -21005572.000000 Penalty: 5988.444824
	Iteration 14Q: 3 clusters Score -2.100557e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39839 members 
Mstep: Class 2 contains 135325 members 
Entering Unmasked Estep 
Score: -21006030.000000 Penalty: 5988.444824
	Iteration 15Q: 3 clusters Score -2.100603e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 136340 members 
Entering Unmasked Estep 
Score: -21006440.000000 Penalty: 5988.444824
	Iteration 16Q: 3 clusters Score -2.100644e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 137203 members 
Entering Unmasked Estep 
Score: -21006652.000000 Penalty: 5988.444824
	Iteration 17Q: 3 clusters Score -2.100665e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 138007 members 
Entering Unmasked Estep 
Score: -21006854.000000 Penalty: 5988.444824
	Iteration 18Q: 3 clusters Score -2.100685e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -21006988.000000 Penalty: 5988.444824
	Iteration 19Q: 3 clusters Score -2.100699e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 139431 members 
Entering Unmasked Estep 
Score: -21006970.000000 Penalty: 5988.444824
	Iteration 20F: 3 clusters Score -2.100697e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 140093 members 
Entering Unmasked Estep 
Score: -21007100.000000 Penalty: 5988.444824
	Iteration 21Q: 3 clusters Score -2.10071e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34444 members 
Mstep: Class 2 contains 140720 members 
Entering Unmasked Estep 
Score: -21007098.000000 Penalty: 5988.444824
	Iteration 22Q: 3 clusters Score -2.10071e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33804 members 
Mstep: Class 2 contains 141360 members 
Entering Unmasked Estep 
Score: -21007188.000000 Penalty: 5988.444824
	Iteration 23Q: 3 clusters Score -2.100719e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 142013 members 
Entering Unmasked Estep 
Score: -21007226.000000 Penalty: 5988.444824
	Iteration 24Q: 3 clusters Score -2.100723e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32441 members 
Mstep: Class 2 contains 142723 members 
Entering Unmasked Estep 
Score: -21007376.000000 Penalty: 5988.444824
	Iteration 25Q: 3 clusters Score -2.100738e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 143429 members 
Entering Unmasked Estep 
Score: -21007484.000000 Penalty: 5988.444824
	Iteration 26Q: 3 clusters Score -2.100748e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31054 members 
Mstep: Class 2 contains 144110 members 
Entering Unmasked Estep 
Score: -21007572.000000 Penalty: 5988.444824
	Iteration 27Q: 3 clusters Score -2.100757e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 144748 members 
Entering Unmasked Estep 
Score: -21007616.000000 Penalty: 5988.444824
	Iteration 28Q: 3 clusters Score -2.100762e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 145393 members 
Entering Unmasked Estep 
Score: -21007668.000000 Penalty: 5988.444824
	Iteration 29Q: 3 clusters Score -2.100767e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29141 members 
Mstep: Class 2 contains 146023 members 
Entering Unmasked Estep 
Score: -21007798.000000 Penalty: 5988.444824
	Iteration 30Q: 3 clusters Score -2.10078e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28495 members 
Mstep: Class 2 contains 146669 members 
Entering Unmasked Estep 
Score: -21007906.000000 Penalty: 5988.444824
	Iteration 31Q: 3 clusters Score -2.100791e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 147271 members 
Entering Unmasked Estep 
Score: -21007990.000000 Penalty: 5988.444824
	Iteration 32Q: 3 clusters Score -2.100799e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27297 members 
Mstep: Class 2 contains 147867 members 
Entering Unmasked Estep 
Score: -21008032.000000 Penalty: 5988.444824
	Iteration 33Q: 3 clusters Score -2.100803e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26747 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -21008142.000000 Penalty: 5988.444824
	Iteration 34Q: 3 clusters Score -2.100814e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 148940 members 
Entering Unmasked Estep 
Score: -21008160.000000 Penalty: 5988.444824
	Iteration 35Q: 3 clusters Score -2.100816e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 149495 members 
Entering Unmasked Estep 
Score: -21008174.000000 Penalty: 5988.444824
	Iteration 36Q: 3 clusters Score -2.100817e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25120 members 
Mstep: Class 2 contains 150044 members 
Entering Unmasked Estep 
Score: -21008180.000000 Penalty: 5988.444824
	Iteration 37Q: 3 clusters Score -2.100818e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 150537 members 
Entering Unmasked Estep 
Score: -21008194.000000 Penalty: 5988.444824
	Iteration 38Q: 3 clusters Score -2.100819e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 151030 members 
Entering Unmasked Estep 
Score: -21008174.000000 Penalty: 5988.444824
	Iteration 39Q: 3 clusters Score -2.100817e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 151527 members 
Entering Unmasked Estep 
Score: -21008248.000000 Penalty: 5988.444824
	Iteration 40F: 3 clusters Score -2.100825e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 151991 members 
Entering Unmasked Estep 
Score: -21008298.000000 Penalty: 5988.444824
	Iteration 41Q: 3 clusters Score -2.10083e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 152416 members 
Entering Unmasked Estep 
Score: -21008304.000000 Penalty: 5988.444824
	Iteration 42Q: 3 clusters Score -2.10083e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -21008310.000000 Penalty: 5988.444824
	Iteration 43Q: 3 clusters Score -2.100831e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 153257 members 
Entering Unmasked Estep 
Score: -21008348.000000 Penalty: 5988.444824
	Iteration 44Q: 3 clusters Score -2.100835e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21446 members 
Mstep: Class 2 contains 153718 members 
Entering Unmasked Estep 
Score: -21008316.000000 Penalty: 5988.444824
	Iteration 45Q: 3 clusters Score -2.100832e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 154192 members 
Entering Unmasked Estep 
Score: -21008324.000000 Penalty: 5988.444824
	Iteration 46Q: 3 clusters Score -2.100832e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 154648 members 
Entering Unmasked Estep 
Score: -21008306.000000 Penalty: 5988.444824
	Iteration 47Q: 3 clusters Score -2.100831e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 155098 members 
Entering Unmasked Estep 
Score: -21008316.000000 Penalty: 5988.444824
	Iteration 48Q: 3 clusters Score -2.100832e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 155581 members 
Entering Unmasked Estep 
Score: -21008338.000000 Penalty: 5988.444824
	Iteration 49Q: 3 clusters Score -2.100834e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 156027 members 
Entering Unmasked Estep 
Score: -21008354.000000 Penalty: 5988.444824
	Iteration 50Q: 3 clusters Score -2.100835e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 156417 members 
Entering Unmasked Estep 
Score: -21008382.000000 Penalty: 5988.444824
	Iteration 51Q: 3 clusters Score -2.100838e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 156795 members 
Entering Unmasked Estep 
Score: -21008340.000000 Penalty: 5988.444824
	Iteration 52Q: 3 clusters Score -2.100834e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 157173 members 
Entering Unmasked Estep 
Score: -21008308.000000 Penalty: 5988.444824
	Iteration 53Q: 3 clusters Score -2.100831e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 157518 members 
Entering Unmasked Estep 
Score: -21008292.000000 Penalty: 5988.444824
	Iteration 54Q: 3 clusters Score -2.100829e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 157859 members 
Entering Unmasked Estep 
Score: -21008328.000000 Penalty: 5988.444824
	Iteration 55Q: 3 clusters Score -2.100833e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 158168 members 
Entering Unmasked Estep 
Score: -21008288.000000 Penalty: 5988.444824
	Iteration 56Q: 3 clusters Score -2.100829e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 158483 members 
Entering Unmasked Estep 
Score: -21008228.000000 Penalty: 5988.444824
	Iteration 57Q: 3 clusters Score -2.100823e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 158795 members 
Entering Unmasked Estep 
Score: -21008198.000000 Penalty: 5988.444824
	Iteration 58Q: 3 clusters Score -2.10082e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 159069 members 
Entering Unmasked Estep 
Score: -21008200.000000 Penalty: 5988.444824
	Iteration 59Q: 3 clusters Score -2.10082e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 159357 members 
Entering Unmasked Estep 
Score: -21008152.000000 Penalty: 5988.444824
	Iteration 60F: 3 clusters Score -2.100815e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 159628 members 
Entering Unmasked Estep 
Score: -21008166.000000 Penalty: 5988.444824
	Iteration 61Q: 3 clusters Score -2.100817e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 159895 members 
Entering Unmasked Estep 
Score: -21008176.000000 Penalty: 5988.444824
	Iteration 62Q: 3 clusters Score -2.100818e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 160135 members 
Entering Unmasked Estep 
Score: -21008126.000000 Penalty: 5988.444824
	Iteration 63Q: 3 clusters Score -2.100813e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 160376 members 
Entering Unmasked Estep 
Score: -21008154.000000 Penalty: 5988.444824
	Iteration 64Q: 3 clusters Score -2.100815e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 160604 members 
Entering Unmasked Estep 
Score: -21008120.000000 Penalty: 5988.444824
	Iteration 65Q: 3 clusters Score -2.100812e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 160832 members 
Entering Unmasked Estep 
Score: -21008096.000000 Penalty: 5988.444824
	Iteration 66Q: 3 clusters Score -2.10081e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 161072 members 
Entering Unmasked Estep 
Score: -21008096.000000 Penalty: 5988.444824
	Iteration 67Q: 3 clusters Score -2.10081e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 161268 members 
Entering Unmasked Estep 
Score: -21008084.000000 Penalty: 5988.444824
	Iteration 68Q: 3 clusters Score -2.100808e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 161448 members 
Entering Unmasked Estep 
Score: -21008086.000000 Penalty: 5988.444824
	Iteration 69Q: 3 clusters Score -2.100809e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 161625 members 
Entering Unmasked Estep 
Score: -21008076.000000 Penalty: 5988.444824
	Iteration 70Q: 3 clusters Score -2.100808e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 161794 members 
Entering Unmasked Estep 
Score: -21008092.000000 Penalty: 5988.444824
	Iteration 71Q: 3 clusters Score -2.100809e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 161949 members 
Entering Unmasked Estep 
Score: -21008060.000000 Penalty: 5988.444824
	Iteration 72Q: 3 clusters Score -2.100806e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 162100 members 
Entering Unmasked Estep 
Score: -21008076.000000 Penalty: 5988.444824
	Iteration 73Q: 3 clusters Score -2.100808e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 162243 members 
Entering Unmasked Estep 
Score: -21008106.000000 Penalty: 5988.444824
	Iteration 74Q: 3 clusters Score -2.100811e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 162387 members 
Entering Unmasked Estep 
Score: -21008080.000000 Penalty: 5988.444824
	Iteration 75Q: 3 clusters Score -2.100808e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 162536 members 
Entering Unmasked Estep 
Score: -21008018.000000 Penalty: 5988.444824
	Iteration 76Q: 3 clusters Score -2.100802e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 162669 members 
Entering Unmasked Estep 
Score: -21008014.000000 Penalty: 5988.444824
	Iteration 77Q: 3 clusters Score -2.100801e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 162793 members 
Entering Unmasked Estep 
Score: -21007966.000000 Penalty: 5988.444824
	Iteration 78Q: 3 clusters Score -2.100797e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 162918 members 
Entering Unmasked Estep 
Score: -21007928.000000 Penalty: 5988.444824
	Iteration 79Q: 3 clusters Score -2.100793e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 163045 members 
Entering Unmasked Estep 
Score: -21007928.000000 Penalty: 5988.444824
	Iteration 80F: 3 clusters Score -2.100793e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 163153 members 
Entering Unmasked Estep 
Score: -21007954.000000 Penalty: 5988.444824
	Iteration 81Q: 3 clusters Score -2.100795e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 163260 members 
Entering Unmasked Estep 
Score: -21007950.000000 Penalty: 5988.444824
	Iteration 82Q: 3 clusters Score -2.100795e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 163360 members 
Entering Unmasked Estep 
Score: -21007930.000000 Penalty: 5988.444824
	Iteration 83Q: 3 clusters Score -2.100793e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 163457 members 
Entering Unmasked Estep 
Score: -21007930.000000 Penalty: 5988.444824
	Iteration 84Q: 3 clusters Score -2.100793e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 163535 members 
Entering Unmasked Estep 
Score: -21007958.000000 Penalty: 5988.444824
	Iteration 85Q: 3 clusters Score -2.100796e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -21007964.000000 Penalty: 5988.444824
	Iteration 86Q: 3 clusters Score -2.100796e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 163702 members 
Entering Unmasked Estep 
Score: -21007970.000000 Penalty: 5988.444824
	Iteration 87Q: 3 clusters Score -2.100797e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 163779 members 
Entering Unmasked Estep 
Score: -21007964.000000 Penalty: 5988.444824
	Iteration 88Q: 3 clusters Score -2.100796e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -21007936.000000 Penalty: 5988.444824
	Iteration 89Q: 3 clusters Score -2.100794e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 163880 members 
Entering Unmasked Estep 
Score: -21007954.000000 Penalty: 5988.444824
	Iteration 90Q: 3 clusters Score -2.100795e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 163929 members 
Entering Unmasked Estep 
Score: -21007942.000000 Penalty: 5988.444824
	Iteration 91Q: 3 clusters Score -2.100794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 163974 members 
Entering Unmasked Estep 
Score: -21007942.000000 Penalty: 5988.444824
	Iteration 92Q: 3 clusters Score -2.100794e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 164015 members 
Entering Unmasked Estep 
Score: -21007942.000000 Penalty: 5988.444824
	Iteration 93Q: 3 clusters Score -2.100794e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -21007932.000000 Penalty: 5988.444824
	Iteration 94Q: 3 clusters Score -2.100793e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 164116 members 
Entering Unmasked Estep 
Score: -21007962.000000 Penalty: 5988.444824
	Iteration 95Q: 3 clusters Score -2.100796e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 164160 members 
Entering Unmasked Estep 
Score: -21007938.000000 Penalty: 5988.444824
	Iteration 96Q: 3 clusters Score -2.100794e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 164212 members 
Entering Unmasked Estep 
Score: -21007930.000000 Penalty: 5988.444824
	Iteration 97Q: 3 clusters Score -2.100793e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 164256 members 
Entering Unmasked Estep 
Score: -21007948.000000 Penalty: 5988.444824
	Iteration 98Q: 3 clusters Score -2.100795e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 164298 members 
Entering Unmasked Estep 
Score: -21007964.000000 Penalty: 5988.444824
	Iteration 99Q: 3 clusters Score -2.100796e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 164337 members 
Entering Unmasked Estep 
Score: -21007974.000000 Penalty: 5988.444824
	Iteration 100F: 3 clusters Score -2.100797e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 164367 members 
Entering Unmasked Estep 
Score: -21007994.000000 Penalty: 5988.444824
	Iteration 101Q: 3 clusters Score -2.100799e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 164401 members 
Entering Unmasked Estep 
Score: -21007988.000000 Penalty: 5988.444824
	Iteration 102Q: 3 clusters Score -2.100799e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 164434 members 
Entering Unmasked Estep 
Score: -21008002.000000 Penalty: 5988.444824
	Iteration 103Q: 3 clusters Score -2.1008e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 164461 members 
Entering Unmasked Estep 
Score: -21007972.000000 Penalty: 5988.444824
	Iteration 104Q: 3 clusters Score -2.100797e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 164493 members 
Entering Unmasked Estep 
Score: -21008014.000000 Penalty: 5988.444824
	Iteration 105Q: 3 clusters Score -2.100801e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 164525 members 
Entering Unmasked Estep 
Score: -21007980.000000 Penalty: 5988.444824
	Iteration 106Q: 3 clusters Score -2.100798e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 164552 members 
Entering Unmasked Estep 
Score: -21007986.000000 Penalty: 5988.444824
	Iteration 107Q: 3 clusters Score -2.100799e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 164585 members 
Entering Unmasked Estep 
Score: -21007982.000000 Penalty: 5988.444824
	Iteration 108Q: 3 clusters Score -2.100798e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 164616 members 
Entering Unmasked Estep 
Score: -21007970.000000 Penalty: 5988.444824
	Iteration 109Q: 3 clusters Score -2.100797e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 164650 members 
Entering Unmasked Estep 
Score: -21007972.000000 Penalty: 5988.444824
	Iteration 110Q: 3 clusters Score -2.100797e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 164674 members 
Entering Unmasked Estep 
Score: -21007962.000000 Penalty: 5988.444824
	Iteration 111Q: 3 clusters Score -2.100796e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 164689 members 
Entering Unmasked Estep 
Score: -21007968.000000 Penalty: 5988.444824
	Iteration 112Q: 3 clusters Score -2.100797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 164703 members 
Entering Unmasked Estep 
Score: -21007970.000000 Penalty: 5988.444824
	Iteration 113Q: 3 clusters Score -2.100797e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 164717 members 
Entering Unmasked Estep 
Score: -21007956.000000 Penalty: 5988.444824
	Iteration 114Q: 3 clusters Score -2.100796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 164728 members 
Entering Unmasked Estep 
Score: -21007944.000000 Penalty: 5988.444824
	Iteration 115Q: 3 clusters Score -2.100794e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 164754 members 
Entering Unmasked Estep 
Score: -21007930.000000 Penalty: 5988.444824
	Iteration 116Q: 3 clusters Score -2.100793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 164783 members 
Entering Unmasked Estep 
Score: -21007940.000000 Penalty: 5988.444824
	Iteration 117Q: 3 clusters Score -2.100794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 164808 members 
Entering Unmasked Estep 
Score: -21007950.000000 Penalty: 5988.444824
	Iteration 118Q: 3 clusters Score -2.100795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 164835 members 
Entering Unmasked Estep 
Score: -21007938.000000 Penalty: 5988.444824
	Iteration 119Q: 3 clusters Score -2.100794e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 164865 members 
Entering Unmasked Estep 
Score: -21007914.000000 Penalty: 5988.444824
	Iteration 120F: 3 clusters Score -2.100791e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 164890 members 
Entering Unmasked Estep 
Score: -21007920.000000 Penalty: 5988.444824
	Iteration 121Q: 3 clusters Score -2.100792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 164906 members 
Entering Unmasked Estep 
Score: -21007916.000000 Penalty: 5988.444824
	Iteration 122Q: 3 clusters Score -2.100792e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 164920 members 
Entering Unmasked Estep 
Score: -21007910.000000 Penalty: 5988.444824
	Iteration 123Q: 3 clusters Score -2.100791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 164927 members 
Entering Unmasked Estep 
Score: -21007892.000000 Penalty: 5988.444824
	Iteration 124Q: 3 clusters Score -2.100789e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 164935 members 
Entering Unmasked Estep 
Score: -21007900.000000 Penalty: 5988.444824
	Iteration 125Q: 3 clusters Score -2.10079e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 164941 members 
Entering Unmasked Estep 
Score: -21007896.000000 Penalty: 5988.444824
	Iteration 126Q: 3 clusters Score -2.10079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 164950 members 
Entering Unmasked Estep 
Score: -21007894.000000 Penalty: 5988.444824
	Iteration 127Q: 3 clusters Score -2.100789e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 164960 members 
Entering Unmasked Estep 
Score: -21007910.000000 Penalty: 5988.444824
	Iteration 128Q: 3 clusters Score -2.100791e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 164966 members 
Entering Unmasked Estep 
Score: -21007914.000000 Penalty: 5988.444824
	Iteration 129Q: 3 clusters Score -2.100791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 164973 members 
Entering Unmasked Estep 
Score: -21007920.000000 Penalty: 5988.444824
	Iteration 130Q: 3 clusters Score -2.100792e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 164976 members 
Entering Unmasked Estep 
Score: -21007924.000000 Penalty: 5988.444824
	Iteration 131Q: 3 clusters Score -2.100792e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 164980 members 
Entering Unmasked Estep 
Score: -21007912.000000 Penalty: 5988.444824
	Iteration 132Q: 3 clusters Score -2.100791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 164983 members 
Entering Unmasked Estep 
Score: -21007918.000000 Penalty: 5988.444824
	Iteration 133Q: 3 clusters Score -2.100792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 164989 members 
Entering Unmasked Estep 
Score: -21007924.000000 Penalty: 5988.444824
	Iteration 134Q: 3 clusters Score -2.100792e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 164994 members 
Entering Unmasked Estep 
Score: -21007922.000000 Penalty: 5988.444824
	Iteration 135Q: 3 clusters Score -2.100792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 165000 members 
Entering Unmasked Estep 
Score: -21007904.000000 Penalty: 5988.444824
	Iteration 136Q: 3 clusters Score -2.10079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -21007908.000000 Penalty: 5988.444824
	Iteration 137Q: 3 clusters Score -2.100791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 165005 members 
Entering Unmasked Estep 
Score: -21007906.000000 Penalty: 5988.444824
	Iteration 138Q: 3 clusters Score -2.100791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 165005 members 
Entering Unmasked Estep 
Score: -21007916.000000 Penalty: 5988.444824
	Iteration 139Q: 3 clusters Score -2.100792e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 165006 members 
Entering Unmasked Estep 
Score: -21007914.000000 Penalty: 5988.444824
	Iteration 140F: 3 clusters Score -2.100791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 165007 members 
Entering Unmasked Estep 
Score: -21007908.000000 Penalty: 5988.444824
	Iteration 141Q: 3 clusters Score -2.100791e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 165011 members 
Entering Unmasked Estep 
Score: -21007904.000000 Penalty: 5988.444824
	Iteration 142Q: 3 clusters Score -2.10079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 165015 members 
Entering Unmasked Estep 
Score: -21007896.000000 Penalty: 5988.444824
	Iteration 143Q: 3 clusters Score -2.10079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 165020 members 
Entering Unmasked Estep 
Score: -21007902.000000 Penalty: 5988.444824
	Iteration 144Q: 3 clusters Score -2.10079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 165023 members 
Entering Unmasked Estep 
Score: -21007902.000000 Penalty: 5988.444824
	Iteration 145Q: 3 clusters Score -2.10079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 165027 members 
Entering Unmasked Estep 
Score: -21007910.000000 Penalty: 5988.444824
	Iteration 146Q: 3 clusters Score -2.100791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 165030 members 
Entering Unmasked Estep 
Score: -21007910.000000 Penalty: 5988.444824
	Iteration 147Q: 3 clusters Score -2.100791e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 165033 members 
Entering Unmasked Estep 
Score: -21007906.000000 Penalty: 5988.444824
	Iteration 148Q: 3 clusters Score -2.100791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 165035 members 
Entering Unmasked Estep 
Score: -21007910.000000 Penalty: 5988.444824
	Iteration 149Q: 3 clusters Score -2.100791e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 165036 members 
Entering Unmasked Estep 
Score: -21007904.000000 Penalty: 5988.444824
	Iteration 150Q: 3 clusters Score -2.10079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 165036 members 
Entering Unmasked Estep 
Score: -21007904.000000 Penalty: 5988.444824
	Iteration 151F: 3 clusters Score -2.10079e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2664 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 165036 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 8 contains 213130 members 
Mstep: Class 13 contains 170898 members 
Mstep: Class 16 contains 20995 members 
Mstep: Class 19 contains 67528 members 
Entering Unmasked Estep 
Score: -81098368.000000 Penalty: 29989.816406
Splitting cluster 1 changes total score from -81096400.000000 to -81098368.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (2664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Entering Unmasked Estep 
Score: -290345.062500 Penalty: 1956.120850
	Iteration 0F: 2 clusters Score -290345.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -287513.031250 Penalty: 3912.241699
	Iteration 0F: 3 clusters Score -287513 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -288285.843750 Penalty: 3912.241699
	Iteration 1F: 3 clusters Score -288285.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -288618.156250 Penalty: 3912.241699
	Iteration 2F: 3 clusters Score -288618.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -288773.125000 Penalty: 3912.241699
	Iteration 3F: 3 clusters Score -288773.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -288880.437500 Penalty: 3912.241699
	Iteration 4Q: 3 clusters Score -288880.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -288977.343750 Penalty: 3912.241699
	Iteration 5Q: 3 clusters Score -288977.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -289080.062500 Penalty: 3912.241699
	Iteration 6Q: 3 clusters Score -289080.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -289173.562500 Penalty: 3912.241699
	Iteration 7Q: 3 clusters Score -289173.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -289316.250000 Penalty: 3912.241699
	Iteration 8Q: 3 clusters Score -289316.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -289622.906250 Penalty: 3912.241699
	Iteration 9Q: 3 clusters Score -289622.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -289959.093750 Penalty: 3912.241699
	Iteration 10F: 3 clusters Score -289959.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -290198.875000 Penalty: 3912.241699
	Iteration 11F: 3 clusters Score -290198.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -290372.468750 Penalty: 3912.241699
	Iteration 12F: 3 clusters Score -290372.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -290487.812500 Penalty: 3912.241699
	Iteration 13Q: 3 clusters Score -290487.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -290587.718750 Penalty: 3912.241699
	Iteration 14Q: 3 clusters Score -290587.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -290655.656250 Penalty: 3912.241699
	Iteration 15Q: 3 clusters Score -290655.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -290707.375000 Penalty: 3912.241699
	Iteration 16Q: 3 clusters Score -290707.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -290732.343750 Penalty: 3912.241699
	Iteration 17Q: 3 clusters Score -290732.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -290750.968750 Penalty: 3912.241699
	Iteration 18Q: 3 clusters Score -290751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -290771.375000 Penalty: 3912.241699
	Iteration 19Q: 3 clusters Score -290771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -290798.625000 Penalty: 3912.241699
	Iteration 20F: 3 clusters Score -290798.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -290883.125000 Penalty: 3912.241699
	Iteration 21Q: 3 clusters Score -290883.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -290954.031250 Penalty: 3912.241699
	Iteration 22Q: 3 clusters Score -290954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -291058.062500 Penalty: 3912.241699
	Iteration 23Q: 3 clusters Score -291058.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -291160.812500 Penalty: 3912.241699
	Iteration 24Q: 3 clusters Score -291160.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -291250.937500 Penalty: 3912.241699
	Iteration 25Q: 3 clusters Score -291250.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -291338.187500 Penalty: 3912.241699
	Iteration 26Q: 3 clusters Score -291338.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -291394.781250 Penalty: 3912.241699
	Iteration 27Q: 3 clusters Score -291394.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -291415.937500 Penalty: 3912.241699
	Iteration 28Q: 3 clusters Score -291415.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -291425.250000 Penalty: 3912.241699
	Iteration 29Q: 3 clusters Score -291425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -291429.187500 Penalty: 3912.241699
	Iteration 30Q: 3 clusters Score -291429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -291430.750000 Penalty: 3912.241699
	Iteration 31Q: 3 clusters Score -291430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -291431.375000 Penalty: 3912.241699
	Iteration 32Q: 3 clusters Score -291431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -291431.375000 Penalty: 3912.241699
	Iteration 33F: 3 clusters Score -291431.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 165036 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 8 contains 213130 members 
Mstep: Class 13 contains 170898 members 
Mstep: Class 16 contains 20995 members 
Mstep: Class 19 contains 67528 members 
Entering Unmasked Estep 
Score: -81098128.000000 Penalty: 33322.019531
Splitting cluster 2 changes total score from -81096400.000000 to -81098128.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (25963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Entering Unmasked Estep 
Score: -3196741.250000 Penalty: 2520.778076
	Iteration 0F: 2 clusters Score -3196741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -3178759.000000 Penalty: 5041.556152
	Iteration 0F: 3 clusters Score -3178759 nChanged 11601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -3185114.000000 Penalty: 5041.556152
	Iteration 1F: 3 clusters Score -3185114 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -3185614.500000 Penalty: 5041.556152
	Iteration 2F: 3 clusters Score -3185614 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -3186095.250000 Penalty: 5041.556152
	Iteration 3Q: 3 clusters Score -3186095 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -3186702.750000 Penalty: 5041.556152
	Iteration 4Q: 3 clusters Score -3186703 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -3187442.500000 Penalty: 5041.556152
	Iteration 5F: 3 clusters Score -3187442 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -3188529.500000 Penalty: 5041.556152
	Iteration 6F: 3 clusters Score -3188530 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 20399 members 
Entering Unmasked Estep 
Score: -3189891.750000 Penalty: 5041.556152
	Iteration 7F: 3 clusters Score -3189892 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -3191382.250000 Penalty: 5041.556152
	Iteration 8F: 3 clusters Score -3191382 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3192618.250000 Penalty: 5041.556152
	Iteration 9F: 3 clusters Score -3192618 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 24146 members 
Entering Unmasked Estep 
Score: -3193494.750000 Penalty: 5041.556152
	Iteration 10Q: 3 clusters Score -3193495 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 24597 members 
Entering Unmasked Estep 
Score: -3194000.500000 Penalty: 5041.556152
	Iteration 11Q: 3 clusters Score -3194000 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -3194231.250000 Penalty: 5041.556152
	Iteration 12Q: 3 clusters Score -3194231 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -3194350.500000 Penalty: 5041.556152
	Iteration 13Q: 3 clusters Score -3194350 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 24993 members 
Entering Unmasked Estep 
Score: -3194439.000000 Penalty: 5041.556152
	Iteration 14Q: 3 clusters Score -3194439 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3194495.250000 Penalty: 5041.556152
	Iteration 15Q: 3 clusters Score -3194495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 25093 members 
Entering Unmasked Estep 
Score: -3194532.000000 Penalty: 5041.556152
	Iteration 16Q: 3 clusters Score -3194532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -3194546.000000 Penalty: 5041.556152
	Iteration 17Q: 3 clusters Score -3194546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3194558.500000 Penalty: 5041.556152
	Iteration 18Q: 3 clusters Score -3194558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -3194576.000000 Penalty: 5041.556152
	Iteration 19Q: 3 clusters Score -3194576 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -3194582.000000 Penalty: 5041.556152
	Iteration 20F: 3 clusters Score -3194582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 25182 members 
Entering Unmasked Estep 
Score: -3194605.500000 Penalty: 5041.556152
	Iteration 21Q: 3 clusters Score -3194606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -3194606.500000 Penalty: 5041.556152
	Iteration 22Q: 3 clusters Score -3194606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 25201 members 
Entering Unmasked Estep 
Score: -3194611.250000 Penalty: 5041.556152
	Iteration 23Q: 3 clusters Score -3194611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -3194621.000000 Penalty: 5041.556152
	Iteration 24Q: 3 clusters Score -3194621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 25211 members 
Entering Unmasked Estep 
Score: -3194629.500000 Penalty: 5041.556152
	Iteration 25Q: 3 clusters Score -3194630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3194637.500000 Penalty: 5041.556152
	Iteration 26Q: 3 clusters Score -3194638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -3194639.750000 Penalty: 5041.556152
	Iteration 27Q: 3 clusters Score -3194640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -3194642.250000 Penalty: 5041.556152
	Iteration 28Q: 3 clusters Score -3194642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3194644.000000 Penalty: 5041.556152
	Iteration 29Q: 3 clusters Score -3194644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25236 members 
Entering Unmasked Estep 
Score: -3194643.750000 Penalty: 5041.556152
	Iteration 30Q: 3 clusters Score -3194644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 25242 members 
Entering Unmasked Estep 
Score: -3194650.500000 Penalty: 5041.556152
	Iteration 31Q: 3 clusters Score -3194650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -3194646.500000 Penalty: 5041.556152
	Iteration 32Q: 3 clusters Score -3194646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -3194651.500000 Penalty: 5041.556152
	Iteration 33Q: 3 clusters Score -3194652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25257 members 
Entering Unmasked Estep 
Score: -3194653.750000 Penalty: 5041.556152
	Iteration 34Q: 3 clusters Score -3194654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -3194658.000000 Penalty: 5041.556152
	Iteration 35Q: 3 clusters Score -3194658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3194652.500000 Penalty: 5041.556152
	Iteration 36Q: 3 clusters Score -3194652 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3194658.000000 Penalty: 5041.556152
	Iteration 37Q: 3 clusters Score -3194658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 25264 members 
Entering Unmasked Estep 
Score: -3194655.500000 Penalty: 5041.556152
	Iteration 38Q: 3 clusters Score -3194656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -3194658.250000 Penalty: 5041.556152
	Iteration 39Q: 3 clusters Score -3194658 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -3194657.500000 Penalty: 5041.556152
	Iteration 40F: 3 clusters Score -3194658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Entering Unmasked Estep 
Score: -928943.937500 Penalty: 2230.216064
	Iteration 0F: 2 clusters Score -928943.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -922464.812500 Penalty: 4460.432129
	Iteration 0F: 3 clusters Score -922464.8 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -924225.625000 Penalty: 4460.432129
	Iteration 1F: 3 clusters Score -924225.6 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -924504.687500 Penalty: 4460.432129
	Iteration 2F: 3 clusters Score -924504.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -924757.375000 Penalty: 4460.432129
	Iteration 3F: 3 clusters Score -924757.4 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -925067.562500 Penalty: 4460.432129
	Iteration 4Q: 3 clusters Score -925067.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -925360.687500 Penalty: 4460.432129
	Iteration 5Q: 3 clusters Score -925360.7 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -925613.625000 Penalty: 4460.432129
	Iteration 6Q: 3 clusters Score -925613.6 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -925851.125000 Penalty: 4460.432129
	Iteration 7Q: 3 clusters Score -925851.1 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -926088.562500 Penalty: 4460.432129
	Iteration 8Q: 3 clusters Score -926088.6 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -926291.312500 Penalty: 4460.432129
	Iteration 9Q: 3 clusters Score -926291.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -926469.562500 Penalty: 4460.432129
	Iteration 10Q: 3 clusters Score -926469.6 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -926607.625000 Penalty: 4460.432129
	Iteration 11Q: 3 clusters Score -926607.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -926705.937500 Penalty: 4460.432129
	Iteration 12Q: 3 clusters Score -926705.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -926820.500000 Penalty: 4460.432129
	Iteration 13Q: 3 clusters Score -926820.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -926924.750000 Penalty: 4460.432129
	Iteration 14Q: 3 clusters Score -926924.8 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -927020.437500 Penalty: 4460.432129
	Iteration 15Q: 3 clusters Score -927020.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -927114.062500 Penalty: 4460.432129
	Iteration 16Q: 3 clusters Score -927114.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -927189.562500 Penalty: 4460.432129
	Iteration 17Q: 3 clusters Score -927189.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -927260.187500 Penalty: 4460.432129
	Iteration 18Q: 3 clusters Score -927260.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -927317.437500 Penalty: 4460.432129
	Iteration 19Q: 3 clusters Score -927317.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -927366.312500 Penalty: 4460.432129
	Iteration 20F: 3 clusters Score -927366.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -927400.562500 Penalty: 4460.432129
	Iteration 21Q: 3 clusters Score -927400.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -927437.562500 Penalty: 4460.432129
	Iteration 22Q: 3 clusters Score -927437.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -927473.187500 Penalty: 4460.432129
	Iteration 23Q: 3 clusters Score -927473.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -927507.187500 Penalty: 4460.432129
	Iteration 24Q: 3 clusters Score -927507.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -927533.562500 Penalty: 4460.432129
	Iteration 25Q: 3 clusters Score -927533.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -927548.000000 Penalty: 4460.432129
	Iteration 26Q: 3 clusters Score -927548 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -927560.187500 Penalty: 4460.432129
	Iteration 27Q: 3 clusters Score -927560.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -927569.375000 Penalty: 4460.432129
	Iteration 28Q: 3 clusters Score -927569.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -927579.062500 Penalty: 4460.432129
	Iteration 29Q: 3 clusters Score -927579.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -927590.250000 Penalty: 4460.432129
	Iteration 30Q: 3 clusters Score -927590.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -927601.500000 Penalty: 4460.432129
	Iteration 31Q: 3 clusters Score -927601.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -927614.250000 Penalty: 4460.432129
	Iteration 32Q: 3 clusters Score -927614.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -927625.375000 Penalty: 4460.432129
	Iteration 33Q: 3 clusters Score -927625.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -927635.312500 Penalty: 4460.432129
	Iteration 34Q: 3 clusters Score -927635.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -927647.312500 Penalty: 4460.432129
	Iteration 35Q: 3 clusters Score -927647.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -927654.500000 Penalty: 4460.432129
	Iteration 36Q: 3 clusters Score -927654.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -927662.187500 Penalty: 4460.432129
	Iteration 37Q: 3 clusters Score -927662.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -927666.687500 Penalty: 4460.432129
	Iteration 38Q: 3 clusters Score -927666.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -927682.062500 Penalty: 4460.432129
	Iteration 39Q: 3 clusters Score -927682.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -927695.687500 Penalty: 4460.432129
	Iteration 40F: 3 clusters Score -927695.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -927707.000000 Penalty: 4460.432129
	Iteration 41Q: 3 clusters Score -927707 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -927730.437500 Penalty: 4460.432129
	Iteration 42Q: 3 clusters Score -927730.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -927748.312500 Penalty: 4460.432129
	Iteration 43Q: 3 clusters Score -927748.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -927757.437500 Penalty: 4460.432129
	Iteration 44Q: 3 clusters Score -927757.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -927765.812500 Penalty: 4460.432129
	Iteration 45Q: 3 clusters Score -927765.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -927770.000000 Penalty: 4460.432129
	Iteration 46Q: 3 clusters Score -927770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -927775.625000 Penalty: 4460.432129
	Iteration 47Q: 3 clusters Score -927775.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -927779.937500 Penalty: 4460.432129
	Iteration 48Q: 3 clusters Score -927779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -927778.750000 Penalty: 4460.432129
	Iteration 49Q: 3 clusters Score -927778.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -927782.937500 Penalty: 4460.432129
	Iteration 50Q: 3 clusters Score -927782.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -927786.625000 Penalty: 4460.432129
	Iteration 51Q: 3 clusters Score -927786.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -927790.750000 Penalty: 4460.432129
	Iteration 52Q: 3 clusters Score -927790.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -927793.500000 Penalty: 4460.432129
	Iteration 53Q: 3 clusters Score -927793.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -927795.437500 Penalty: 4460.432129
	Iteration 54Q: 3 clusters Score -927795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -927798.812500 Penalty: 4460.432129
	Iteration 55Q: 3 clusters Score -927798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -927797.750000 Penalty: 4460.432129
	Iteration 56Q: 3 clusters Score -927797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -927798.687500 Penalty: 4460.432129
	Iteration 57Q: 3 clusters Score -927798.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -927803.062500 Penalty: 4460.432129
	Iteration 58Q: 3 clusters Score -927803.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -927802.625000 Penalty: 4460.432129
	Iteration 59Q: 3 clusters Score -927802.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -927810.000000 Penalty: 4460.432129
	Iteration 60F: 3 clusters Score -927810 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -927812.375000 Penalty: 4460.432129
	Iteration 61Q: 3 clusters Score -927812.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -927813.187500 Penalty: 4460.432129
	Iteration 62Q: 3 clusters Score -927813.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -927812.500000 Penalty: 4460.432129
	Iteration 63Q: 3 clusters Score -927812.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -927812.500000 Penalty: 4460.432129
	Iteration 64F: 3 clusters Score -927812.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (213130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213130 members 
Entering Unmasked Estep 
Score: -25700218.000000 Penalty: 3042.875000
	Iteration 0F: 2 clusters Score -2.570022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106256 members 
Mstep: Class 2 contains 106874 members 
Entering Unmasked Estep 
Score: -25564966.000000 Penalty: 6085.750000
	Iteration 0F: 3 clusters Score -2.556497e+07 nChanged 102444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102048 members 
Mstep: Class 2 contains 111082 members 
Entering Unmasked Estep 
Score: -25624496.000000 Penalty: 6085.750000
	Iteration 1F: 3 clusters Score -2.56245e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 113726 members 
Entering Unmasked Estep 
Score: -25625566.000000 Penalty: 6085.750000
	Iteration 2Q: 3 clusters Score -2.562557e+07 nChanged 6007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95115 members 
Mstep: Class 2 contains 118015 members 
Entering Unmasked Estep 
Score: -25627070.000000 Penalty: 6085.750000
	Iteration 3Q: 3 clusters Score -2.562707e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88303 members 
Mstep: Class 2 contains 124827 members 
Entering Unmasked Estep 
Score: -25629434.000000 Penalty: 6085.750000
	Iteration 4Q: 3 clusters Score -2.562943e+07 nChanged 10615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77974 members 
Mstep: Class 2 contains 135156 members 
Entering Unmasked Estep 
Score: -25634490.000000 Penalty: 6085.750000
	Iteration 5Q: 3 clusters Score -2.563449e+07 nChanged 15175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62847 members 
Mstep: Class 2 contains 150283 members 
Entering Unmasked Estep 
Score: -25644390.000000 Penalty: 6085.750000
	Iteration 6F: 3 clusters Score -2.564439e+07 nChanged 19618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 169893 members 
Entering Unmasked Estep 
Score: -25659052.000000 Penalty: 6085.750000
	Iteration 7F: 3 clusters Score -2.565905e+07 nChanged 19985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 189874 members 
Entering Unmasked Estep 
Score: -25676420.000000 Penalty: 6085.750000
	Iteration 8F: 3 clusters Score -2.567642e+07 nChanged 13843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 203715 members 
Entering Unmasked Estep 
Score: -25688360.000000 Penalty: 6085.750000
	Iteration 9F: 3 clusters Score -2.568836e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 209949 members 
Entering Unmasked Estep 
Score: -25694344.000000 Penalty: 6085.750000
	Iteration 10Q: 3 clusters Score -2.569434e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 212042 members 
Entering Unmasked Estep 
Score: -25696374.000000 Penalty: 6085.750000
	Iteration 11Q: 3 clusters Score -2.569637e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 212631 members 
Entering Unmasked Estep 
Score: -25697022.000000 Penalty: 6085.750000
	Iteration 12Q: 3 clusters Score -2.569702e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 212787 members 
Entering Unmasked Estep 
Score: -25697242.000000 Penalty: 6085.750000
	Iteration 13Q: 3 clusters Score -2.569724e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 212838 members 
Entering Unmasked Estep 
Score: -25697390.000000 Penalty: 6085.750000
	Iteration 14Q: 3 clusters Score -2.569739e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 212851 members 
Entering Unmasked Estep 
Score: -25697476.000000 Penalty: 6085.750000
	Iteration 15Q: 3 clusters Score -2.569748e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 212864 members 
Entering Unmasked Estep 
Score: -25697500.000000 Penalty: 6085.750000
	Iteration 16Q: 3 clusters Score -2.56975e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 212869 members 
Entering Unmasked Estep 
Score: -25697514.000000 Penalty: 6085.750000
	Iteration 17Q: 3 clusters Score -2.569751e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 212872 members 
Entering Unmasked Estep 
Score: -25697520.000000 Penalty: 6085.750000
	Iteration 18Q: 3 clusters Score -2.569752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 212875 members 
Entering Unmasked Estep 
Score: -25697536.000000 Penalty: 6085.750000
	Iteration 19Q: 3 clusters Score -2.569754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 212879 members 
Entering Unmasked Estep 
Score: -25697526.000000 Penalty: 6085.750000
	Iteration 20F: 3 clusters Score -2.569753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 212881 members 
Entering Unmasked Estep 
Score: -25697526.000000 Penalty: 6085.750000
	Iteration 21Q: 3 clusters Score -2.569753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 212881 members 
Entering Unmasked Estep 
Score: -25697526.000000 Penalty: 6085.750000
	Iteration 22F: 3 clusters Score -2.569753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (170898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170898 members 
Entering Unmasked Estep 
Score: -20600414.000000 Penalty: 2988.107910
	Iteration 0F: 2 clusters Score -2.060041e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 85152 members 
Entering Unmasked Estep 
Score: -20489336.000000 Penalty: 5976.215820
	Iteration 0F: 3 clusters Score -2.048934e+07 nChanged 81664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90322 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -20537016.000000 Penalty: 5976.215820
	Iteration 1F: 3 clusters Score -2.053702e+07 nChanged 5246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93198 members 
Mstep: Class 2 contains 77700 members 
Entering Unmasked Estep 
Score: -20538320.000000 Penalty: 5976.215820
	Iteration 2Q: 3 clusters Score -2.053832e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97658 members 
Mstep: Class 2 contains 73240 members 
Entering Unmasked Estep 
Score: -20540370.000000 Penalty: 5976.215820
	Iteration 3Q: 3 clusters Score -2.054037e+07 nChanged 8158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104508 members 
Mstep: Class 2 contains 66390 members 
Entering Unmasked Estep 
Score: -20544488.000000 Penalty: 5976.215820
	Iteration 4Q: 3 clusters Score -2.054449e+07 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114282 members 
Mstep: Class 2 contains 56616 members 
Entering Unmasked Estep 
Score: -20552774.000000 Penalty: 5976.215820
	Iteration 5F: 3 clusters Score -2.055277e+07 nChanged 15383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126973 members 
Mstep: Class 2 contains 43925 members 
Entering Unmasked Estep 
Score: -20566348.000000 Penalty: 5976.215820
	Iteration 6F: 3 clusters Score -2.056635e+07 nChanged 16144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140369 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -20582300.000000 Penalty: 5976.215820
	Iteration 7F: 3 clusters Score -2.05823e+07 nChanged 11555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149836 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -20594398.000000 Penalty: 5976.215820
	Iteration 8F: 3 clusters Score -2.05944e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153791 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -20601254.000000 Penalty: 5976.215820
	Iteration 9Q: 3 clusters Score -2.060125e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154708 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -20603290.000000 Penalty: 5976.215820
	Iteration 10Q: 3 clusters Score -2.060329e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155103 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -20603692.000000 Penalty: 5976.215820
	Iteration 11Q: 3 clusters Score -2.060369e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155367 members 
Mstep: Class 2 contains 15531 members 
Entering Unmasked Estep 
Score: -20603910.000000 Penalty: 5976.215820
	Iteration 12Q: 3 clusters Score -2.060391e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155513 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -20604034.000000 Penalty: 5976.215820
	Iteration 13Q: 3 clusters Score -2.060403e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155605 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -20604114.000000 Penalty: 5976.215820
	Iteration 14Q: 3 clusters Score -2.060411e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155649 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -20604144.000000 Penalty: 5976.215820
	Iteration 15Q: 3 clusters Score -2.060414e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155704 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -20604146.000000 Penalty: 5976.215820
	Iteration 16Q: 3 clusters Score -2.060415e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155750 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -20604164.000000 Penalty: 5976.215820
	Iteration 17Q: 3 clusters Score -2.060416e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155795 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -20604134.000000 Penalty: 5976.215820
	Iteration 18Q: 3 clusters Score -2.060413e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155821 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -20604126.000000 Penalty: 5976.215820
	Iteration 19Q: 3 clusters Score -2.060413e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155849 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -20604130.000000 Penalty: 5976.215820
	Iteration 20F: 3 clusters Score -2.060413e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155875 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -20604106.000000 Penalty: 5976.215820
	Iteration 21Q: 3 clusters Score -2.060411e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155899 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -20604140.000000 Penalty: 5976.215820
	Iteration 22Q: 3 clusters Score -2.060414e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155906 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -20604122.000000 Penalty: 5976.215820
	Iteration 23Q: 3 clusters Score -2.060412e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155912 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -20604140.000000 Penalty: 5976.215820
	Iteration 24Q: 3 clusters Score -2.060414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155922 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -20604138.000000 Penalty: 5976.215820
	Iteration 25Q: 3 clusters Score -2.060414e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155935 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -20604142.000000 Penalty: 5976.215820
	Iteration 26Q: 3 clusters Score -2.060414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -20604156.000000 Penalty: 5976.215820
	Iteration 27Q: 3 clusters Score -2.060416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155943 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -20604144.000000 Penalty: 5976.215820
	Iteration 28Q: 3 clusters Score -2.060414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155946 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -20604158.000000 Penalty: 5976.215820
	Iteration 29Q: 3 clusters Score -2.060416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155949 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -20604150.000000 Penalty: 5976.215820
	Iteration 30Q: 3 clusters Score -2.060415e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155951 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -20604146.000000 Penalty: 5976.215820
	Iteration 31Q: 3 clusters Score -2.060415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155952 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -20604146.000000 Penalty: 5976.215820
	Iteration 32Q: 3 clusters Score -2.060415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155953 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -20604148.000000 Penalty: 5976.215820
	Iteration 33Q: 3 clusters Score -2.060415e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -20604152.000000 Penalty: 5976.215820
	Iteration 34Q: 3 clusters Score -2.060415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155954 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -20604152.000000 Penalty: 5976.215820
	Iteration 35F: 3 clusters Score -2.060415e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 165036 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 6 contains 466 members 
Mstep: Class 7 contains 14944 members 
Mstep: Class 8 contains 213130 members 
Mstep: Class 13 contains 155954 members 
Mstep: Class 16 contains 20995 members 
Mstep: Class 19 contains 67528 members 
Entering Unmasked Estep 
Score: -81101728.000000 Penalty: 36654.218750
Splitting cluster 13 changes total score from -81096400.000000 to -81101728.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 16 (20995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Entering Unmasked Estep 
Score: -2525395.750000 Penalty: 2468.105957
	Iteration 0F: 2 clusters Score -2525396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2510801.250000 Penalty: 4936.211914
	Iteration 0F: 3 clusters Score -2510801 nChanged 9237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2516007.500000 Penalty: 4936.211914
	Iteration 1F: 3 clusters Score -2516008 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2516887.250000 Penalty: 4936.211914
	Iteration 2F: 3 clusters Score -2516887 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2518016.250000 Penalty: 4936.211914
	Iteration 3F: 3 clusters Score -2518016 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -2519109.750000 Penalty: 4936.211914
	Iteration 4F: 3 clusters Score -2519110 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2520000.000000 Penalty: 4936.211914
	Iteration 5F: 3 clusters Score -2520000 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -2520748.750000 Penalty: 4936.211914
	Iteration 6F: 3 clusters Score -2520749 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2521308.500000 Penalty: 4936.211914
	Iteration 7F: 3 clusters Score -2521308 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -2521726.500000 Penalty: 4936.211914
	Iteration 8Q: 3 clusters Score -2521726 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2522105.000000 Penalty: 4936.211914
	Iteration 9Q: 3 clusters Score -2522105 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -2522444.750000 Penalty: 4936.211914
	Iteration 10Q: 3 clusters Score -2522445 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2522787.500000 Penalty: 4936.211914
	Iteration 11Q: 3 clusters Score -2522788 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2523110.000000 Penalty: 4936.211914
	Iteration 12Q: 3 clusters Score -2523110 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2523427.500000 Penalty: 4936.211914
	Iteration 13Q: 3 clusters Score -2523428 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -2523687.500000 Penalty: 4936.211914
	Iteration 14Q: 3 clusters Score -2523688 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2523884.500000 Penalty: 4936.211914
	Iteration 15Q: 3 clusters Score -2523884 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2524043.500000 Penalty: 4936.211914
	Iteration 16Q: 3 clusters Score -2524044 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2524176.250000 Penalty: 4936.211914
	Iteration 17Q: 3 clusters Score -2524176 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2524260.750000 Penalty: 4936.211914
	Iteration 18Q: 3 clusters Score -2524261 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -2524338.750000 Penalty: 4936.211914
	Iteration 19Q: 3 clusters Score -2524339 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2524393.500000 Penalty: 4936.211914
	Iteration 20F: 3 clusters Score -2524394 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2524440.000000 Penalty: 4936.211914
	Iteration 21Q: 3 clusters Score -2524440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19162 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2524483.250000 Penalty: 4936.211914
	Iteration 22Q: 3 clusters Score -2524483 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2524506.250000 Penalty: 4936.211914
	Iteration 23Q: 3 clusters Score -2524506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -2524531.500000 Penalty: 4936.211914
	Iteration 24Q: 3 clusters Score -2524532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2524556.500000 Penalty: 4936.211914
	Iteration 25Q: 3 clusters Score -2524556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2524569.250000 Penalty: 4936.211914
	Iteration 26Q: 3 clusters Score -2524569 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2524574.000000 Penalty: 4936.211914
	Iteration 27Q: 3 clusters Score -2524574 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2524580.000000 Penalty: 4936.211914
	Iteration 28Q: 3 clusters Score -2524580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2524580.750000 Penalty: 4936.211914
	Iteration 29Q: 3 clusters Score -2524581 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2524584.250000 Penalty: 4936.211914
	Iteration 30Q: 3 clusters Score -2524584 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2524587.750000 Penalty: 4936.211914
	Iteration 31Q: 3 clusters Score -2524588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2524590.500000 Penalty: 4936.211914
	Iteration 32Q: 3 clusters Score -2524590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2524594.750000 Penalty: 4936.211914
	Iteration 33Q: 3 clusters Score -2524595 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2524600.000000 Penalty: 4936.211914
	Iteration 34Q: 3 clusters Score -2524600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2524603.000000 Penalty: 4936.211914
	Iteration 35Q: 3 clusters Score -2524603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2524608.500000 Penalty: 4936.211914
	Iteration 36Q: 3 clusters Score -2524608 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2524616.750000 Penalty: 4936.211914
	Iteration 37Q: 3 clusters Score -2524617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2524620.500000 Penalty: 4936.211914
	Iteration 38Q: 3 clusters Score -2524620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2524622.500000 Penalty: 4936.211914
	Iteration 39Q: 3 clusters Score -2524622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19582 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2524622.000000 Penalty: 4936.211914
	Iteration 40F: 3 clusters Score -2524622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2524628.000000 Penalty: 4936.211914
	Iteration 41Q: 3 clusters Score -2524628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2524631.500000 Penalty: 4936.211914
	Iteration 42Q: 3 clusters Score -2524632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -2524633.500000 Penalty: 4936.211914
	Iteration 43Q: 3 clusters Score -2524634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2524630.000000 Penalty: 4936.211914
	Iteration 44Q: 3 clusters Score -2524630 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2524632.750000 Penalty: 4936.211914
	Iteration 45Q: 3 clusters Score -2524633 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2524631.000000 Penalty: 4936.211914
	Iteration 46Q: 3 clusters Score -2524631 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2524631.500000 Penalty: 4936.211914
	Iteration 47Q: 3 clusters Score -2524632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2524634.750000 Penalty: 4936.211914
	Iteration 48Q: 3 clusters Score -2524635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2524633.000000 Penalty: 4936.211914
	Iteration 49Q: 3 clusters Score -2524633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19610 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2524633.000000 Penalty: 4936.211914
	Iteration 50F: 3 clusters Score -2524633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (67528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67528 members 
Entering Unmasked Estep 
Score: -7952509.500000 Penalty: 2757.833740
	Iteration 0F: 2 clusters Score -7952510 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -7907297.000000 Penalty: 5515.667480
	Iteration 0F: 3 clusters Score -7907297 nChanged 31492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -7924804.500000 Penalty: 5515.667480
	Iteration 1F: 3 clusters Score -7924804 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33722 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -7925329.500000 Penalty: 5515.667480
	Iteration 2Q: 3 clusters Score -7925330 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -7925909.500000 Penalty: 5515.667480
	Iteration 3Q: 3 clusters Score -7925910 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -7926600.500000 Penalty: 5515.667480
	Iteration 4Q: 3 clusters Score -7926600 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 33227 members 
Entering Unmasked Estep 
Score: -7927361.500000 Penalty: 5515.667480
	Iteration 5Q: 3 clusters Score -7927362 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 32801 members 
Entering Unmasked Estep 
Score: -7928272.000000 Penalty: 5515.667480
	Iteration 6Q: 3 clusters Score -7928272 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 32259 members 
Entering Unmasked Estep 
Score: -7929320.500000 Penalty: 5515.667480
	Iteration 7Q: 3 clusters Score -7929320 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -7930534.000000 Penalty: 5515.667480
	Iteration 8Q: 3 clusters Score -7930534 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 30834 members 
Entering Unmasked Estep 
Score: -7931878.000000 Penalty: 5515.667480
	Iteration 9Q: 3 clusters Score -7931878 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37434 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -7933349.500000 Penalty: 5515.667480
	Iteration 10Q: 3 clusters Score -7933350 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 29614 members 
Entering Unmasked Estep 
Score: -7934791.500000 Penalty: 5515.667480
	Iteration 11Q: 3 clusters Score -7934792 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 29570 members 
Entering Unmasked Estep 
Score: -7935941.500000 Penalty: 5515.667480
	Iteration 12Q: 3 clusters Score -7935942 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -7936877.500000 Penalty: 5515.667480
	Iteration 13Q: 3 clusters Score -7936878 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 30890 members 
Entering Unmasked Estep 
Score: -7937641.500000 Penalty: 5515.667480
	Iteration 14Q: 3 clusters Score -7937642 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -7938332.500000 Penalty: 5515.667480
	Iteration 15Q: 3 clusters Score -7938332 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33879 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -7938895.500000 Penalty: 5515.667480
	Iteration 16Q: 3 clusters Score -7938896 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32127 members 
Mstep: Class 2 contains 35401 members 
Entering Unmasked Estep 
Score: -7939558.500000 Penalty: 5515.667480
	Iteration 17Q: 3 clusters Score -7939558 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 37342 members 
Entering Unmasked Estep 
Score: -7940265.500000 Penalty: 5515.667480
	Iteration 18Q: 3 clusters Score -7940266 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -7941079.000000 Penalty: 5515.667480
	Iteration 19Q: 3 clusters Score -7941079 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -7942070.000000 Penalty: 5515.667480
	Iteration 20F: 3 clusters Score -7942070 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23523 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -7942984.000000 Penalty: 5515.667480
	Iteration 21Q: 3 clusters Score -7942984 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -7943900.000000 Penalty: 5515.667480
	Iteration 22Q: 3 clusters Score -7943900 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -7944761.500000 Penalty: 5515.667480
	Iteration 23Q: 3 clusters Score -7944762 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 50127 members 
Entering Unmasked Estep 
Score: -7945564.000000 Penalty: 5515.667480
	Iteration 24Q: 3 clusters Score -7945564 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 51789 members 
Entering Unmasked Estep 
Score: -7946239.000000 Penalty: 5515.667480
	Iteration 25Q: 3 clusters Score -7946239 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -7946806.000000 Penalty: 5515.667480
	Iteration 26Q: 3 clusters Score -7946806 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 54658 members 
Entering Unmasked Estep 
Score: -7947280.000000 Penalty: 5515.667480
	Iteration 27Q: 3 clusters Score -7947280 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 55783 members 
Entering Unmasked Estep 
Score: -7947679.000000 Penalty: 5515.667480
	Iteration 28Q: 3 clusters Score -7947679 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 56765 members 
Entering Unmasked Estep 
Score: -7947997.500000 Penalty: 5515.667480
	Iteration 29Q: 3 clusters Score -7947998 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 57668 members 
Entering Unmasked Estep 
Score: -7948286.000000 Penalty: 5515.667480
	Iteration 30Q: 3 clusters Score -7948286 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 58488 members 
Entering Unmasked Estep 
Score: -7948559.500000 Penalty: 5515.667480
	Iteration 31Q: 3 clusters Score -7948560 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 59188 members 
Entering Unmasked Estep 
Score: -7948738.000000 Penalty: 5515.667480
	Iteration 32Q: 3 clusters Score -7948738 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 59823 members 
Entering Unmasked Estep 
Score: -7948933.000000 Penalty: 5515.667480
	Iteration 33Q: 3 clusters Score -7948933 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 60346 members 
Entering Unmasked Estep 
Score: -7949044.500000 Penalty: 5515.667480
	Iteration 34Q: 3 clusters Score -7949044 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 60798 members 
Entering Unmasked Estep 
Score: -7949147.000000 Penalty: 5515.667480
	Iteration 35Q: 3 clusters Score -7949147 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 61209 members 
Entering Unmasked Estep 
Score: -7949245.500000 Penalty: 5515.667480
	Iteration 36Q: 3 clusters Score -7949246 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 61560 members 
Entering Unmasked Estep 
Score: -7949346.500000 Penalty: 5515.667480
	Iteration 37Q: 3 clusters Score -7949346 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 61858 members 
Entering Unmasked Estep 
Score: -7949402.000000 Penalty: 5515.667480
	Iteration 38Q: 3 clusters Score -7949402 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 62102 members 
Entering Unmasked Estep 
Score: -7949485.500000 Penalty: 5515.667480
	Iteration 39Q: 3 clusters Score -7949486 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 62336 members 
Entering Unmasked Estep 
Score: -7949530.000000 Penalty: 5515.667480
	Iteration 40F: 3 clusters Score -7949530 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 62557 members 
Entering Unmasked Estep 
Score: -7949574.000000 Penalty: 5515.667480
	Iteration 41Q: 3 clusters Score -7949574 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 62774 members 
Entering Unmasked Estep 
Score: -7949614.500000 Penalty: 5515.667480
	Iteration 42Q: 3 clusters Score -7949614 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 62974 members 
Entering Unmasked Estep 
Score: -7949652.000000 Penalty: 5515.667480
	Iteration 43Q: 3 clusters Score -7949652 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 63170 members 
Entering Unmasked Estep 
Score: -7949673.000000 Penalty: 5515.667480
	Iteration 44Q: 3 clusters Score -7949673 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 63341 members 
Entering Unmasked Estep 
Score: -7949713.500000 Penalty: 5515.667480
	Iteration 45Q: 3 clusters Score -7949714 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 63490 members 
Entering Unmasked Estep 
Score: -7949742.500000 Penalty: 5515.667480
	Iteration 46Q: 3 clusters Score -7949742 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 63637 members 
Entering Unmasked Estep 
Score: -7949817.500000 Penalty: 5515.667480
	Iteration 47Q: 3 clusters Score -7949818 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 63780 members 
Entering Unmasked Estep 
Score: -7949864.500000 Penalty: 5515.667480
	Iteration 48Q: 3 clusters Score -7949864 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 63922 members 
Entering Unmasked Estep 
Score: -7949869.500000 Penalty: 5515.667480
	Iteration 49Q: 3 clusters Score -7949870 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 64058 members 
Entering Unmasked Estep 
Score: -7949902.500000 Penalty: 5515.667480
	Iteration 50Q: 3 clusters Score -7949902 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 64167 members 
Entering Unmasked Estep 
Score: -7949922.500000 Penalty: 5515.667480
	Iteration 51Q: 3 clusters Score -7949922 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 64245 members 
Entering Unmasked Estep 
Score: -7949949.500000 Penalty: 5515.667480
	Iteration 52Q: 3 clusters Score -7949950 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 64334 members 
Entering Unmasked Estep 
Score: -7949983.500000 Penalty: 5515.667480
	Iteration 53Q: 3 clusters Score -7949984 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 64418 members 
Entering Unmasked Estep 
Score: -7950017.500000 Penalty: 5515.667480
	Iteration 54Q: 3 clusters Score -7950018 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 64496 members 
Entering Unmasked Estep 
Score: -7950029.000000 Penalty: 5515.667480
	Iteration 55Q: 3 clusters Score -7950029 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 64571 members 
Entering Unmasked Estep 
Score: -7950041.000000 Penalty: 5515.667480
	Iteration 56Q: 3 clusters Score -7950041 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -7950059.500000 Penalty: 5515.667480
	Iteration 57Q: 3 clusters Score -7950060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 64684 members 
Entering Unmasked Estep 
Score: -7950086.500000 Penalty: 5515.667480
	Iteration 58Q: 3 clusters Score -7950086 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 64727 members 
Entering Unmasked Estep 
Score: -7950103.000000 Penalty: 5515.667480
	Iteration 59Q: 3 clusters Score -7950103 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 64762 members 
Entering Unmasked Estep 
Score: -7950103.500000 Penalty: 5515.667480
	Iteration 60F: 3 clusters Score -7950104 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 64788 members 
Entering Unmasked Estep 
Score: -7950115.000000 Penalty: 5515.667480
	Iteration 61Q: 3 clusters Score -7950115 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -7950121.000000 Penalty: 5515.667480
	Iteration 62Q: 3 clusters Score -7950121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -7950121.000000 Penalty: 5515.667480
	Iteration 63Q: 3 clusters Score -7950121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 64856 members 
Entering Unmasked Estep 
Score: -7950135.500000 Penalty: 5515.667480
	Iteration 64Q: 3 clusters Score -7950136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 64874 members 
Entering Unmasked Estep 
Score: -7950135.500000 Penalty: 5515.667480
	Iteration 65Q: 3 clusters Score -7950136 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 64884 members 
Entering Unmasked Estep 
Score: -7950148.000000 Penalty: 5515.667480
	Iteration 66Q: 3 clusters Score -7950148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -7950144.500000 Penalty: 5515.667480
	Iteration 67Q: 3 clusters Score -7950144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 64904 members 
Entering Unmasked Estep 
Score: -7950150.500000 Penalty: 5515.667480
	Iteration 68Q: 3 clusters Score -7950150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 64912 members 
Entering Unmasked Estep 
Score: -7950146.500000 Penalty: 5515.667480
	Iteration 69Q: 3 clusters Score -7950146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -7950159.000000 Penalty: 5515.667480
	Iteration 70Q: 3 clusters Score -7950159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 64914 members 
Entering Unmasked Estep 
Score: -7950153.000000 Penalty: 5515.667480
	Iteration 71Q: 3 clusters Score -7950153 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 64920 members 
Entering Unmasked Estep 
Score: -7950148.500000 Penalty: 5515.667480
	Iteration 72Q: 3 clusters Score -7950148 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 64928 members 
Entering Unmasked Estep 
Score: -7950156.500000 Penalty: 5515.667480
	Iteration 73Q: 3 clusters Score -7950156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 64933 members 
Entering Unmasked Estep 
Score: -7950153.500000 Penalty: 5515.667480
	Iteration 74Q: 3 clusters Score -7950154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 64935 members 
Entering Unmasked Estep 
Score: -7950157.500000 Penalty: 5515.667480
	Iteration 75Q: 3 clusters Score -7950158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 64939 members 
Entering Unmasked Estep 
Score: -7950153.000000 Penalty: 5515.667480
	Iteration 76Q: 3 clusters Score -7950153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -7950150.500000 Penalty: 5515.667480
	Iteration 77Q: 3 clusters Score -7950150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 64943 members 
Entering Unmasked Estep 
Score: -7950154.000000 Penalty: 5515.667480
	Iteration 78Q: 3 clusters Score -7950154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 64946 members 
Entering Unmasked Estep 
Score: -7950156.000000 Penalty: 5515.667480
	Iteration 79Q: 3 clusters Score -7950156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 64947 members 
Entering Unmasked Estep 
Score: -7950148.500000 Penalty: 5515.667480
	Iteration 80F: 3 clusters Score -7950148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -7950151.500000 Penalty: 5515.667480
	Iteration 81Q: 3 clusters Score -7950152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -7950156.000000 Penalty: 5515.667480
	Iteration 82Q: 3 clusters Score -7950156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 64951 members 
Entering Unmasked Estep 
Score: -7950161.000000 Penalty: 5515.667480
	Iteration 83Q: 3 clusters Score -7950161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -7950156.000000 Penalty: 5515.667480
	Iteration 84Q: 3 clusters Score -7950156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 64963 members 
Entering Unmasked Estep 
Score: -7950143.000000 Penalty: 5515.667480
	Iteration 85Q: 3 clusters Score -7950143 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -7950142.500000 Penalty: 5515.667480
	Iteration 86Q: 3 clusters Score -7950142 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 65000 members 
Entering Unmasked Estep 
Score: -7950152.500000 Penalty: 5515.667480
	Iteration 87Q: 3 clusters Score -7950152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 65019 members 
Entering Unmasked Estep 
Score: -7950144.500000 Penalty: 5515.667480
	Iteration 88Q: 3 clusters Score -7950144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 65029 members 
Entering Unmasked Estep 
Score: -7950151.000000 Penalty: 5515.667480
	Iteration 89Q: 3 clusters Score -7950151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 65044 members 
Entering Unmasked Estep 
Score: -7950148.500000 Penalty: 5515.667480
	Iteration 90Q: 3 clusters Score -7950148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 65061 members 
Entering Unmasked Estep 
Score: -7950160.000000 Penalty: 5515.667480
	Iteration 91Q: 3 clusters Score -7950160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -7950168.000000 Penalty: 5515.667480
	Iteration 92Q: 3 clusters Score -7950168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 65091 members 
Entering Unmasked Estep 
Score: -7950164.000000 Penalty: 5515.667480
	Iteration 93Q: 3 clusters Score -7950164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 65106 members 
Entering Unmasked Estep 
Score: -7950167.000000 Penalty: 5515.667480
	Iteration 94Q: 3 clusters Score -7950167 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 65118 members 
Entering Unmasked Estep 
Score: -7950163.500000 Penalty: 5515.667480
	Iteration 95Q: 3 clusters Score -7950164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 65124 members 
Entering Unmasked Estep 
Score: -7950155.000000 Penalty: 5515.667480
	Iteration 96Q: 3 clusters Score -7950155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -7950159.000000 Penalty: 5515.667480
	Iteration 97Q: 3 clusters Score -7950159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 65146 members 
Entering Unmasked Estep 
Score: -7950162.000000 Penalty: 5515.667480
	Iteration 98Q: 3 clusters Score -7950162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -7950166.500000 Penalty: 5515.667480
	Iteration 99Q: 3 clusters Score -7950166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 65152 members 
Entering Unmasked Estep 
Score: -7950174.000000 Penalty: 5515.667480
	Iteration 100F: 3 clusters Score -7950174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 65157 members 
Entering Unmasked Estep 
Score: -7950172.500000 Penalty: 5515.667480
	Iteration 101Q: 3 clusters Score -7950172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 65160 members 
Entering Unmasked Estep 
Score: -7950166.500000 Penalty: 5515.667480
	Iteration 102Q: 3 clusters Score -7950166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 65161 members 
Entering Unmasked Estep 
Score: -7950170.000000 Penalty: 5515.667480
	Iteration 103Q: 3 clusters Score -7950170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 65163 members 
Entering Unmasked Estep 
Score: -7950170.000000 Penalty: 5515.667480
	Iteration 104Q: 3 clusters Score -7950170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 65164 members 
Entering Unmasked Estep 
Score: -7950163.500000 Penalty: 5515.667480
	Iteration 105Q: 3 clusters Score -7950164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -7950162.000000 Penalty: 5515.667480
	Iteration 106Q: 3 clusters Score -7950162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 65166 members 
Entering Unmasked Estep 
Score: -7950162.000000 Penalty: 5515.667480
	Iteration 107F: 3 clusters Score -7950162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 2198 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 5 contains 8045 members 
Mstep: Class 8 contains 213130 members 
Mstep: Class 13 contains 155954 members 
Mstep: Class 16 contains 20995 members 
Mstep: Class 19 contains 67528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103080.000000 Penalty: 36654.218750
Iteration 79Q: 12 clusters Score -8.110308e+07 nChanged 8732
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 2445 members 
Mstep: Class 3 contains 25594 members 
Mstep: Class 4 contains 162356 members 
Mstep: Class 5 contains 8026 members 
Mstep: Class 6 contains 462 members 
Mstep: Class 7 contains 14797 members 
Mstep: Class 8 contains 213202 members 
Mstep: Class 13 contains 158993 members 
Mstep: Class 16 contains 21080 members 
Mstep: Class 19 contains 67250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 80F: 12 clusters Score -8.11039e+07 nChanged 7234
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 2509 members 
Mstep: Class 3 contains 25096 members 
Mstep: Class 4 contains 160630 members 
Mstep: Class 5 contains 8000 members 
Mstep: Class 6 contains 473 members 
Mstep: Class 7 contains 15023 members 
Mstep: Class 8 contains 212943 members 
Mstep: Class 13 contains 161787 members 
Mstep: Class 16 contains 21002 members 
Mstep: Class 19 contains 66759 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 81Q: 12 clusters Score -8.110375e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 2547 members 
Mstep: Class 3 contains 24680 members 
Mstep: Class 4 contains 158891 members 
Mstep: Class 5 contains 7968 members 
Mstep: Class 6 contains 456 members 
Mstep: Class 7 contains 15160 members 
Mstep: Class 8 contains 212717 members 
Mstep: Class 13 contains 164381 members 
Mstep: Class 16 contains 20964 members 
Mstep: Class 19 contains 66463 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 12 clusters Score -8.110356e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 2566 members 
Mstep: Class 3 contains 24338 members 
Mstep: Class 4 contains 157417 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 6 contains 449 members 
Mstep: Class 7 contains 15315 members 
Mstep: Class 8 contains 212279 members 
Mstep: Class 13 contains 166719 members 
Mstep: Class 16 contains 20941 members 
Mstep: Class 19 contains 66286 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 12 clusters Score -8.110338e+07 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 24039 members 
Mstep: Class 4 contains 156059 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 15421 members 
Mstep: Class 8 contains 211994 members 
Mstep: Class 13 contains 168742 members 
Mstep: Class 16 contains 20931 members 
Mstep: Class 19 contains 66137 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 12 clusters Score -8.110338e+07 nChanged 4690
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 2569 members 
Mstep: Class 3 contains 23775 members 
Mstep: Class 4 contains 154829 members 
Mstep: Class 5 contains 7861 members 
Mstep: Class 6 contains 448 members 
Mstep: Class 7 contains 15528 members 
Mstep: Class 8 contains 211901 members 
Mstep: Class 13 contains 170385 members 
Mstep: Class 16 contains 20920 members 
Mstep: Class 19 contains 66004 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 85Q: 12 clusters Score -8.11033e+07 nChanged 4201
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 2573 members 
Mstep: Class 3 contains 23552 members 
Mstep: Class 4 contains 153825 members 
Mstep: Class 5 contains 7825 members 
Mstep: Class 6 contains 447 members 
Mstep: Class 7 contains 15608 members 
Mstep: Class 8 contains 211829 members 
Mstep: Class 13 contains 171701 members 
Mstep: Class 16 contains 20916 members 
Mstep: Class 19 contains 65936 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 12 clusters Score -8.110367e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 2577 members 
Mstep: Class 3 contains 23359 members 
Mstep: Class 4 contains 153097 members 
Mstep: Class 5 contains 7791 members 
Mstep: Class 6 contains 447 members 
Mstep: Class 7 contains 15663 members 
Mstep: Class 8 contains 211652 members 
Mstep: Class 13 contains 172792 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 19 contains 65881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 12 clusters Score -8.110365e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 23208 members 
Mstep: Class 4 contains 152646 members 
Mstep: Class 5 contains 7766 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 211439 members 
Mstep: Class 13 contains 173594 members 
Mstep: Class 16 contains 20916 members 
Mstep: Class 19 contains 65837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103672.000000 Penalty: 36654.218750
Iteration 88Q: 12 clusters Score -8.110367e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 23068 members 
Mstep: Class 4 contains 152436 members 
Mstep: Class 5 contains 7738 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 15716 members 
Mstep: Class 8 contains 211292 members 
Mstep: Class 13 contains 174144 members 
Mstep: Class 16 contains 20916 members 
Mstep: Class 19 contains 65746 members 
Entering Unmasked Estep 
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Iteration 89Q: 12 clusters Score -8.110363e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 22901 members 
Mstep: Class 4 contains 152439 members 
Mstep: Class 5 contains 7711 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 15720 members 
Mstep: Class 8 contains 211198 members 
Mstep: Class 13 contains 174495 members 
Mstep: Class 16 contains 20916 members 
Mstep: Class 19 contains 65639 members 
Entering Unmasked Estep 
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Iteration 90Q: 12 clusters Score -8.110365e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 22756 members 
Mstep: Class 4 contains 152550 members 
Mstep: Class 5 contains 7678 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 15734 members 
Mstep: Class 8 contains 211172 members 
Mstep: Class 13 contains 174595 members 
Mstep: Class 16 contains 20929 members 
Mstep: Class 19 contains 65554 members 
Entering Unmasked Estep 
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Iteration 91Q: 12 clusters Score -8.110366e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 22603 members 
Mstep: Class 4 contains 152843 members 
Mstep: Class 5 contains 7637 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 15710 members 
Mstep: Class 8 contains 211151 members 
Mstep: Class 13 contains 174566 members 
Mstep: Class 16 contains 20937 members 
Mstep: Class 19 contains 65478 members 
Entering Unmasked Estep 
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Iteration 92Q: 12 clusters Score -8.110369e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 22454 members 
Mstep: Class 4 contains 153256 members 
Mstep: Class 5 contains 7611 members 
Mstep: Class 6 contains 446 members 
Mstep: Class 7 contains 15698 members 
Mstep: Class 8 contains 211136 members 
Mstep: Class 13 contains 174369 members 
Mstep: Class 16 contains 20949 members 
Mstep: Class 19 contains 65405 members 
Entering Unmasked Estep 
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Iteration 93Q: 12 clusters Score -8.110372e+07 nChanged 2463
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 22317 members 
Mstep: Class 4 contains 153787 members 
Mstep: Class 5 contains 7587 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15683 members 
Mstep: Class 8 contains 211129 members 
Mstep: Class 13 contains 174041 members 
Mstep: Class 16 contains 20954 members 
Mstep: Class 19 contains 65342 members 
Entering Unmasked Estep 
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Iteration 94Q: 12 clusters Score -8.1104e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 22202 members 
Mstep: Class 4 contains 154366 members 
Mstep: Class 5 contains 7559 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15657 members 
Mstep: Class 8 contains 211159 members 
Mstep: Class 13 contains 173588 members 
Mstep: Class 16 contains 20957 members 
Mstep: Class 19 contains 65314 members 
Entering Unmasked Estep 
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Iteration 95Q: 12 clusters Score -8.11041e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 22114 members 
Mstep: Class 4 contains 155040 members 
Mstep: Class 5 contains 7532 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15610 members 
Mstep: Class 8 contains 211227 members 
Mstep: Class 13 contains 173004 members 
Mstep: Class 16 contains 20956 members 
Mstep: Class 19 contains 65281 members 
Entering Unmasked Estep 
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Iteration 96Q: 12 clusters Score -8.110441e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 22038 members 
Mstep: Class 4 contains 155797 members 
Mstep: Class 5 contains 7499 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15560 members 
Mstep: Class 8 contains 211353 members 
Mstep: Class 13 contains 172258 members 
Mstep: Class 16 contains 20954 members 
Mstep: Class 19 contains 65261 members 
Entering Unmasked Estep 
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Iteration 97Q: 12 clusters Score -8.110439e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 21976 members 
Mstep: Class 4 contains 156589 members 
Mstep: Class 5 contains 7472 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15535 members 
Mstep: Class 8 contains 211455 members 
Mstep: Class 13 contains 171478 members 
Mstep: Class 16 contains 20952 members 
Mstep: Class 19 contains 65207 members 
Entering Unmasked Estep 
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Iteration 98Q: 12 clusters Score -8.110441e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 21901 members 
Mstep: Class 4 contains 157457 members 
Mstep: Class 5 contains 7450 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15505 members 
Mstep: Class 8 contains 211583 members 
Mstep: Class 13 contains 170616 members 
Mstep: Class 16 contains 20946 members 
Mstep: Class 19 contains 65148 members 
Entering Unmasked Estep 
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Iteration 99Q: 12 clusters Score -8.110444e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 21816 members 
Mstep: Class 4 contains 158439 members 
Mstep: Class 5 contains 7425 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15466 members 
Mstep: Class 8 contains 211618 members 
Mstep: Class 13 contains 169723 members 
Mstep: Class 16 contains 20941 members 
Mstep: Class 19 contains 65117 members 
Entering Unmasked Estep 
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Iteration 100F: 12 clusters Score -8.11046e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 21725 members 
Mstep: Class 4 contains 159507 members 
Mstep: Class 5 contains 7397 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15420 members 
Mstep: Class 8 contains 211585 members 
Mstep: Class 13 contains 168805 members 
Mstep: Class 16 contains 20942 members 
Mstep: Class 19 contains 65099 members 
Entering Unmasked Estep 
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Iteration 101Q: 12 clusters Score -8.110454e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 21653 members 
Mstep: Class 4 contains 160642 members 
Mstep: Class 5 contains 7372 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15392 members 
Mstep: Class 8 contains 211441 members 
Mstep: Class 13 contains 167864 members 
Mstep: Class 16 contains 20946 members 
Mstep: Class 19 contains 65090 members 
Entering Unmasked Estep 
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Iteration 102Q: 12 clusters Score -8.110479e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 21573 members 
Mstep: Class 4 contains 161726 members 
Mstep: Class 5 contains 7360 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15365 members 
Mstep: Class 8 contains 211372 members 
Mstep: Class 13 contains 166921 members 
Mstep: Class 16 contains 20949 members 
Mstep: Class 19 contains 65053 members 
Entering Unmasked Estep 
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Iteration 103Q: 12 clusters Score -8.110487e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 21500 members 
Mstep: Class 4 contains 162938 members 
Mstep: Class 5 contains 7347 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15342 members 
Mstep: Class 8 contains 211078 members 
Mstep: Class 13 contains 165976 members 
Mstep: Class 16 contains 20956 members 
Mstep: Class 19 contains 65080 members 
Entering Unmasked Estep 
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Iteration 104Q: 12 clusters Score -8.1105e+07 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 21414 members 
Mstep: Class 4 contains 164177 members 
Mstep: Class 5 contains 7332 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15315 members 
Mstep: Class 8 contains 210753 members 
Mstep: Class 13 contains 165113 members 
Mstep: Class 16 contains 20958 members 
Mstep: Class 19 contains 65063 members 
Entering Unmasked Estep 
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Iteration 105Q: 12 clusters Score -8.110485e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 21317 members 
Mstep: Class 4 contains 165428 members 
Mstep: Class 5 contains 7324 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15292 members 
Mstep: Class 8 contains 210440 members 
Mstep: Class 13 contains 164239 members 
Mstep: Class 16 contains 20951 members 
Mstep: Class 19 contains 65050 members 
Entering Unmasked Estep 
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Iteration 106Q: 12 clusters Score -8.110506e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 21222 members 
Mstep: Class 4 contains 166813 members 
Mstep: Class 5 contains 7316 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15259 members 
Mstep: Class 8 contains 209942 members 
Mstep: Class 13 contains 163431 members 
Mstep: Class 16 contains 20943 members 
Mstep: Class 19 contains 65002 members 
Entering Unmasked Estep 
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Iteration 107Q: 12 clusters Score -8.110553e+07 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 21133 members 
Mstep: Class 4 contains 168250 members 
Mstep: Class 5 contains 7302 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15225 members 
Mstep: Class 8 contains 209338 members 
Mstep: Class 13 contains 162682 members 
Mstep: Class 16 contains 20932 members 
Mstep: Class 19 contains 64967 members 
Entering Unmasked Estep 
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Iteration 108Q: 12 clusters Score -8.110574e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 21042 members 
Mstep: Class 4 contains 169699 members 
Mstep: Class 5 contains 7289 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15201 members 
Mstep: Class 8 contains 208752 members 
Mstep: Class 13 contains 161869 members 
Mstep: Class 16 contains 20922 members 
Mstep: Class 19 contains 64934 members 
Entering Unmasked Estep 
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Iteration 109Q: 12 clusters Score -8.110591e+07 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11749 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 20952 members 
Mstep: Class 4 contains 171083 members 
Mstep: Class 5 contains 7272 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15181 members 
Mstep: Class 8 contains 208267 members 
Mstep: Class 13 contains 161019 members 
Mstep: Class 16 contains 20913 members 
Mstep: Class 19 contains 64916 members 
Entering Unmasked Estep 
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Iteration 110Q: 12 clusters Score -8.110597e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 172489 members 
Mstep: Class 5 contains 7260 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15159 members 
Mstep: Class 8 contains 207762 members 
Mstep: Class 13 contains 160197 members 
Mstep: Class 16 contains 20911 members 
Mstep: Class 19 contains 64891 members 
Entering Unmasked Estep 
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Iteration 111Q: 12 clusters Score -8.110595e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 20688 members 
Mstep: Class 4 contains 173888 members 
Mstep: Class 5 contains 7242 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15139 members 
Mstep: Class 8 contains 207255 members 
Mstep: Class 13 contains 159424 members 
Mstep: Class 16 contains 20902 members 
Mstep: Class 19 contains 64883 members 
Entering Unmasked Estep 
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Iteration 112Q: 12 clusters Score -8.110638e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 20585 members 
Mstep: Class 4 contains 175263 members 
Mstep: Class 5 contains 7226 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15135 members 
Mstep: Class 8 contains 206645 members 
Mstep: Class 13 contains 158734 members 
Mstep: Class 16 contains 20895 members 
Mstep: Class 19 contains 64862 members 
Entering Unmasked Estep 
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Iteration 113Q: 12 clusters Score -8.110653e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12117 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 20468 members 
Mstep: Class 4 contains 176586 members 
Mstep: Class 5 contains 7210 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15124 members 
Mstep: Class 8 contains 206048 members 
Mstep: Class 13 contains 158087 members 
Mstep: Class 16 contains 20892 members 
Mstep: Class 19 contains 64826 members 
Entering Unmasked Estep 
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Iteration 114Q: 12 clusters Score -8.110695e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12225 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 20348 members 
Mstep: Class 4 contains 177936 members 
Mstep: Class 5 contains 7198 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15115 members 
Mstep: Class 8 contains 205280 members 
Mstep: Class 13 contains 157590 members 
Mstep: Class 16 contains 20891 members 
Mstep: Class 19 contains 64777 members 
Entering Unmasked Estep 
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Iteration 115Q: 12 clusters Score -8.110692e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 20245 members 
Mstep: Class 4 contains 179228 members 
Mstep: Class 5 contains 7181 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15096 members 
Mstep: Class 8 contains 204515 members 
Mstep: Class 13 contains 157135 members 
Mstep: Class 16 contains 20878 members 
Mstep: Class 19 contains 64767 members 
Entering Unmasked Estep 
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Iteration 116Q: 12 clusters Score -8.11073e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 20137 members 
Mstep: Class 4 contains 180426 members 
Mstep: Class 5 contains 7170 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15082 members 
Mstep: Class 8 contains 203742 members 
Mstep: Class 13 contains 156778 members 
Mstep: Class 16 contains 20866 members 
Mstep: Class 19 contains 64746 members 
Entering Unmasked Estep 
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Iteration 117Q: 12 clusters Score -8.110762e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 20035 members 
Mstep: Class 4 contains 181622 members 
Mstep: Class 5 contains 7159 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15069 members 
Mstep: Class 8 contains 202883 members 
Mstep: Class 13 contains 156510 members 
Mstep: Class 16 contains 20857 members 
Mstep: Class 19 contains 64724 members 
Entering Unmasked Estep 
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Iteration 118Q: 12 clusters Score -8.110769e+07 nChanged 2447
Entering ConstructFrom: 
Score: -81107688.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (12581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Entering Unmasked Estep 
Score: -1510417.125000 Penalty: 2341.105957
	Iteration 0F: 2 clusters Score -1510417 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1501061.125000 Penalty: 4682.211914
	Iteration 0F: 3 clusters Score -1501061 nChanged 5431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -1504215 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1504964 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1505682.875000 Penalty: 4682.211914
	Iteration 3F: 3 clusters Score -1505683 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1506379.125000 Penalty: 4682.211914
	Iteration 4F: 3 clusters Score -1506379 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1507056.500000 Penalty: 4682.211914
	Iteration 5F: 3 clusters Score -1507056 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1507742.750000 Penalty: 4682.211914
	Iteration 6F: 3 clusters Score -1507743 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1508344.250000 Penalty: 4682.211914
	Iteration 7F: 3 clusters Score -1508344 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1508806.875000 Penalty: 4682.211914
	Iteration 8Q: 3 clusters Score -1508807 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1509062.250000 Penalty: 4682.211914
	Iteration 9Q: 3 clusters Score -1509062 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1509202.750000 Penalty: 4682.211914
	Iteration 10Q: 3 clusters Score -1509203 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1509276.500000 Penalty: 4682.211914
	Iteration 11Q: 3 clusters Score -1509276 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1509323.250000 Penalty: 4682.211914
	Iteration 12Q: 3 clusters Score -1509323 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -1509361.125000 Penalty: 4682.211914
	Iteration 13Q: 3 clusters Score -1509361 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1509373.375000 Penalty: 4682.211914
	Iteration 14Q: 3 clusters Score -1509373 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1509389.250000 Penalty: 4682.211914
	Iteration 15Q: 3 clusters Score -1509389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1509396.750000 Penalty: 4682.211914
	Iteration 16Q: 3 clusters Score -1509397 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1509398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -1509403.000000 Penalty: 4682.211914
	Iteration 18Q: 3 clusters Score -1509403 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1509409.875000 Penalty: 4682.211914
	Iteration 19Q: 3 clusters Score -1509410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1509409.500000 Penalty: 4682.211914
	Iteration 20F: 3 clusters Score -1509410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1509411.875000 Penalty: 4682.211914
	Iteration 21Q: 3 clusters Score -1509412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -1509415.875000 Penalty: 4682.211914
	Iteration 22Q: 3 clusters Score -1509416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -1509414.750000 Penalty: 4682.211914
	Iteration 23Q: 3 clusters Score -1509415 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -1509416.875000 Penalty: 4682.211914
	Iteration 24Q: 3 clusters Score -1509417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -1509417.125000 Penalty: 4682.211914
	Iteration 25Q: 3 clusters Score -1509417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 9827 members 
Entering Unmasked Estep 
Score: -1509413.750000 Penalty: 4682.211914
	Iteration 26Q: 3 clusters Score -1509414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1509415.375000 Penalty: 4682.211914
	Iteration 27Q: 3 clusters Score -1509415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1509413.625000 Penalty: 4682.211914
	Iteration 28Q: 3 clusters Score -1509414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1509414.500000 Penalty: 4682.211914
	Iteration 29Q: 3 clusters Score -1509414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1509415.375000 Penalty: 4682.211914
	Iteration 30Q: 3 clusters Score -1509415 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1509414.125000 Penalty: 4682.211914
	Iteration 31Q: 3 clusters Score -1509414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1509414.125000 Penalty: 4682.211914
	Iteration 32F: 3 clusters Score -1509414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -292200.562500 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -292200.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289166.093750 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -289166.1 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -289762.656250 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -289762.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -289944.968750 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -289945 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -290034.312500 Penalty: 3898.843262
	Iteration 3Q: 3 clusters Score -290034.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -290082.812500 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -290082.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -290117.062500 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -290117.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -290149.000000 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -290149 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -290177.562500 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -290177.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -290198.781250 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -290198.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -290222.312500 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -290222.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -290245.718750 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -290245.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -290272.625000 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -290272.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -290291.343750 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -290291.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -290299.906250 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -290299.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -290305.062500 Penalty: 3898.843262
	Iteration 14Q: 3 clusters Score -290305.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -290307.218750 Penalty: 3898.843262
	Iteration 15Q: 3 clusters Score -290307.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -290309.062500 Penalty: 3898.843262
	Iteration 16Q: 3 clusters Score -290309.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -290310.250000 Penalty: 3898.843262
	Iteration 17Q: 3 clusters Score -290310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -290311.375000 Penalty: 3898.843262
	Iteration 18Q: 3 clusters Score -290311.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -290315.937500 Penalty: 3898.843262
	Iteration 19Q: 3 clusters Score -290315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290317.593750 Penalty: 3898.843262
	Iteration 20F: 3 clusters Score -290317.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -290320.125000 Penalty: 3898.843262
	Iteration 21Q: 3 clusters Score -290320.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -290321.875000 Penalty: 3898.843262
	Iteration 22Q: 3 clusters Score -290321.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -290322.625000 Penalty: 3898.843262
	Iteration 23Q: 3 clusters Score -290322.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290324.187500 Penalty: 3898.843262
	Iteration 24Q: 3 clusters Score -290324.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290323.968750 Penalty: 3898.843262
	Iteration 25Q: 3 clusters Score -290324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290323.968750 Penalty: 3898.843262
	Iteration 26F: 3 clusters Score -290324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Entering Unmasked Estep 
Score: -2460302.750000 Penalty: 2455.543457
	Iteration 0F: 2 clusters Score -2460303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2446297.500000 Penalty: 4911.086914
	Iteration 0F: 3 clusters Score -2446298 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2450842.750000 Penalty: 4911.086914
	Iteration 1F: 3 clusters Score -2450843 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2451162.750000 Penalty: 4911.086914
	Iteration 2Q: 3 clusters Score -2451163 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2451416.500000 Penalty: 4911.086914
	Iteration 3Q: 3 clusters Score -2451416 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2451647.750000 Penalty: 4911.086914
	Iteration 4Q: 3 clusters Score -2451648 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2451907.500000 Penalty: 4911.086914
	Iteration 5Q: 3 clusters Score -2451908 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2452188.500000 Penalty: 4911.086914
	Iteration 6Q: 3 clusters Score -2452188 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2452514.250000 Penalty: 4911.086914
	Iteration 7Q: 3 clusters Score -2452514 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -2452962.750000 Penalty: 4911.086914
	Iteration 8Q: 3 clusters Score -2452963 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2453561.250000 Penalty: 4911.086914
	Iteration 9F: 3 clusters Score -2453561 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2454436.250000 Penalty: 4911.086914
	Iteration 10F: 3 clusters Score -2454436 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -2455496.750000 Penalty: 4911.086914
	Iteration 11F: 3 clusters Score -2455497 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -2456542.500000 Penalty: 4911.086914
	Iteration 12F: 3 clusters Score -2456542 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2457318.750000 Penalty: 4911.086914
	Iteration 13Q: 3 clusters Score -2457319 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2457721.750000 Penalty: 4911.086914
	Iteration 14Q: 3 clusters Score -2457722 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -2457907.500000 Penalty: 4911.086914
	Iteration 15Q: 3 clusters Score -2457908 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2457998.250000 Penalty: 4911.086914
	Iteration 16Q: 3 clusters Score -2457998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2458069.250000 Penalty: 4911.086914
	Iteration 17Q: 3 clusters Score -2458069 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 19672 members 
Entering Unmasked Estep 
Score: -2458114.250000 Penalty: 4911.086914
	Iteration 18Q: 3 clusters Score -2458114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2458131.500000 Penalty: 4911.086914
	Iteration 19Q: 3 clusters Score -2458132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2458145.500000 Penalty: 4911.086914
	Iteration 20F: 3 clusters Score -2458146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -2458147.750000 Penalty: 4911.086914
	Iteration 21Q: 3 clusters Score -2458148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -2458150.500000 Penalty: 4911.086914
	Iteration 22Q: 3 clusters Score -2458150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2458148.500000 Penalty: 4911.086914
	Iteration 23Q: 3 clusters Score -2458148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2458153.000000 Penalty: 4911.086914
	Iteration 24Q: 3 clusters Score -2458153 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -2458153.000000 Penalty: 4911.086914
	Iteration 25F: 3 clusters Score -2458153 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (182750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182750 members 
Entering Unmasked Estep 
Score: -21962782.000000 Penalty: 3004.736816
	Iteration 0F: 2 clusters Score -2.196278e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91228 members 
Mstep: Class 2 contains 91522 members 
Entering Unmasked Estep 
Score: -21842442.000000 Penalty: 6009.473633
	Iteration 0F: 3 clusters Score -2.184244e+07 nChanged 87938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89840 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -21894416.000000 Penalty: 6009.473633
	Iteration 1F: 3 clusters Score -2.189442e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88655 members 
Mstep: Class 2 contains 94095 members 
Entering Unmasked Estep 
Score: -21895894.000000 Penalty: 6009.473633
	Iteration 2Q: 3 clusters Score -2.189589e+07 nChanged 6276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86893 members 
Mstep: Class 2 contains 95857 members 
Entering Unmasked Estep 
Score: -21897794.000000 Penalty: 6009.473633
	Iteration 3Q: 3 clusters Score -2.189779e+07 nChanged 7153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84368 members 
Mstep: Class 2 contains 98382 members 
Entering Unmasked Estep 
Score: -21900356.000000 Penalty: 6009.473633
	Iteration 4Q: 3 clusters Score -2.190036e+07 nChanged 8260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80694 members 
Mstep: Class 2 contains 102056 members 
Entering Unmasked Estep 
Score: -21903940.000000 Penalty: 6009.473633
	Iteration 5Q: 3 clusters Score -2.190394e+07 nChanged 9548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75624 members 
Mstep: Class 2 contains 107126 members 
Entering Unmasked Estep 
Score: -21908830.000000 Penalty: 6009.473633
	Iteration 6F: 3 clusters Score -2.190883e+07 nChanged 10687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69359 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -21915480.000000 Penalty: 6009.473633
	Iteration 7F: 3 clusters Score -2.191548e+07 nChanged 11316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 120301 members 
Entering Unmasked Estep 
Score: -21923244.000000 Penalty: 6009.473633
	Iteration 8F: 3 clusters Score -2.192324e+07 nChanged 10565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56168 members 
Mstep: Class 2 contains 126582 members 
Entering Unmasked Estep 
Score: -21930498.000000 Penalty: 6009.473633
	Iteration 9F: 3 clusters Score -2.19305e+07 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51160 members 
Mstep: Class 2 contains 131590 members 
Entering Unmasked Estep 
Score: -21935708.000000 Penalty: 6009.473633
	Iteration 10Q: 3 clusters Score -2.193571e+07 nChanged 6481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47071 members 
Mstep: Class 2 contains 135679 members 
Entering Unmasked Estep 
Score: -21938656.000000 Penalty: 6009.473633
	Iteration 11Q: 3 clusters Score -2.193866e+07 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 139563 members 
Entering Unmasked Estep 
Score: -21940494.000000 Penalty: 6009.473633
	Iteration 12Q: 3 clusters Score -2.194049e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39396 members 
Mstep: Class 2 contains 143354 members 
Entering Unmasked Estep 
Score: -21942042.000000 Penalty: 6009.473633
	Iteration 13Q: 3 clusters Score -2.194204e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 147110 members 
Entering Unmasked Estep 
Score: -21943580.000000 Penalty: 6009.473633
	Iteration 14Q: 3 clusters Score -2.194358e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 150825 members 
Entering Unmasked Estep 
Score: -21945132.000000 Penalty: 6009.473633
	Iteration 15Q: 3 clusters Score -2.194513e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28292 members 
Mstep: Class 2 contains 154458 members 
Entering Unmasked Estep 
Score: -21946522.000000 Penalty: 6009.473633
	Iteration 16Q: 3 clusters Score -2.194652e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 158072 members 
Entering Unmasked Estep 
Score: -21947952.000000 Penalty: 6009.473633
	Iteration 17Q: 3 clusters Score -2.194795e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 161515 members 
Entering Unmasked Estep 
Score: -21949396.000000 Penalty: 6009.473633
	Iteration 18Q: 3 clusters Score -2.19494e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 164787 members 
Entering Unmasked Estep 
Score: -21951116.000000 Penalty: 6009.473633
	Iteration 19Q: 3 clusters Score -2.195112e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14923 members 
Mstep: Class 2 contains 167827 members 
Entering Unmasked Estep 
Score: -21952602.000000 Penalty: 6009.473633
	Iteration 20F: 3 clusters Score -2.19526e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 170557 members 
Entering Unmasked Estep 
Score: -21954014.000000 Penalty: 6009.473633
	Iteration 21Q: 3 clusters Score -2.195401e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 172994 members 
Entering Unmasked Estep 
Score: -21955468.000000 Penalty: 6009.473633
	Iteration 22Q: 3 clusters Score -2.195547e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 175023 members 
Entering Unmasked Estep 
Score: -21956544.000000 Penalty: 6009.473633
	Iteration 23Q: 3 clusters Score -2.195654e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 176763 members 
Entering Unmasked Estep 
Score: -21957436.000000 Penalty: 6009.473633
	Iteration 24Q: 3 clusters Score -2.195744e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 178128 members 
Entering Unmasked Estep 
Score: -21958314.000000 Penalty: 6009.473633
	Iteration 25Q: 3 clusters Score -2.195831e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 179147 members 
Entering Unmasked Estep 
Score: -21958912.000000 Penalty: 6009.473633
	Iteration 26Q: 3 clusters Score -2.195891e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 179851 members 
Entering Unmasked Estep 
Score: -21959244.000000 Penalty: 6009.473633
	Iteration 27Q: 3 clusters Score -2.195924e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 180365 members 
Entering Unmasked Estep 
Score: -21959558.000000 Penalty: 6009.473633
	Iteration 28Q: 3 clusters Score -2.195956e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 180719 members 
Entering Unmasked Estep 
Score: -21959754.000000 Penalty: 6009.473633
	Iteration 29Q: 3 clusters Score -2.195975e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 180976 members 
Entering Unmasked Estep 
Score: -21959972.000000 Penalty: 6009.473633
	Iteration 30Q: 3 clusters Score -2.195997e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 181143 members 
Entering Unmasked Estep 
Score: -21960098.000000 Penalty: 6009.473633
	Iteration 31Q: 3 clusters Score -2.19601e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 181265 members 
Entering Unmasked Estep 
Score: -21960134.000000 Penalty: 6009.473633
	Iteration 32Q: 3 clusters Score -2.196013e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 181355 members 
Entering Unmasked Estep 
Score: -21960194.000000 Penalty: 6009.473633
	Iteration 33Q: 3 clusters Score -2.196019e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 181427 members 
Entering Unmasked Estep 
Score: -21960234.000000 Penalty: 6009.473633
	Iteration 34Q: 3 clusters Score -2.196023e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 181464 members 
Entering Unmasked Estep 
Score: -21960280.000000 Penalty: 6009.473633
	Iteration 35Q: 3 clusters Score -2.196028e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 181502 members 
Entering Unmasked Estep 
Score: -21960344.000000 Penalty: 6009.473633
	Iteration 36Q: 3 clusters Score -2.196034e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 181546 members 
Entering Unmasked Estep 
Score: -21960370.000000 Penalty: 6009.473633
	Iteration 37Q: 3 clusters Score -2.196037e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 181580 members 
Entering Unmasked Estep 
Score: -21960422.000000 Penalty: 6009.473633
	Iteration 38Q: 3 clusters Score -2.196042e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 181592 members 
Entering Unmasked Estep 
Score: -21960406.000000 Penalty: 6009.473633
	Iteration 39Q: 3 clusters Score -2.196041e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 181596 members 
Entering Unmasked Estep 
Score: -21960436.000000 Penalty: 6009.473633
	Iteration 40F: 3 clusters Score -2.196044e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 181602 members 
Entering Unmasked Estep 
Score: -21960448.000000 Penalty: 6009.473633
	Iteration 41Q: 3 clusters Score -2.196045e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 181604 members 
Entering Unmasked Estep 
Score: -21960456.000000 Penalty: 6009.473633
	Iteration 42Q: 3 clusters Score -2.196046e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 181607 members 
Entering Unmasked Estep 
Score: -21960472.000000 Penalty: 6009.473633
	Iteration 43Q: 3 clusters Score -2.196047e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 181612 members 
Entering Unmasked Estep 
Score: -21960454.000000 Penalty: 6009.473633
	Iteration 44Q: 3 clusters Score -2.196045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 181611 members 
Entering Unmasked Estep 
Score: -21960468.000000 Penalty: 6009.473633
	Iteration 45Q: 3 clusters Score -2.196047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 181610 members 
Entering Unmasked Estep 
Score: -21960490.000000 Penalty: 6009.473633
	Iteration 46Q: 3 clusters Score -2.196049e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 181613 members 
Entering Unmasked Estep 
Score: -21960494.000000 Penalty: 6009.473633
	Iteration 47Q: 3 clusters Score -2.196049e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 181616 members 
Entering Unmasked Estep 
Score: -21960496.000000 Penalty: 6009.473633
	Iteration 48Q: 3 clusters Score -2.19605e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 181619 members 
Entering Unmasked Estep 
Score: -21960504.000000 Penalty: 6009.473633
	Iteration 49Q: 3 clusters Score -2.19605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 181617 members 
Entering Unmasked Estep 
Score: -21960504.000000 Penalty: 6009.473633
	Iteration 50Q: 3 clusters Score -2.19605e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 181616 members 
Entering Unmasked Estep 
Score: -21960520.000000 Penalty: 6009.473633
	Iteration 51Q: 3 clusters Score -2.196052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 181614 members 
Entering Unmasked Estep 
Score: -21960522.000000 Penalty: 6009.473633
	Iteration 52Q: 3 clusters Score -2.196052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 181613 members 
Entering Unmasked Estep 
Score: -21960516.000000 Penalty: 6009.473633
	Iteration 53Q: 3 clusters Score -2.196052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 181615 members 
Entering Unmasked Estep 
Score: -21960510.000000 Penalty: 6009.473633
	Iteration 54Q: 3 clusters Score -2.196051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 181618 members 
Entering Unmasked Estep 
Score: -21960516.000000 Penalty: 6009.473633
	Iteration 55Q: 3 clusters Score -2.196052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 181621 members 
Entering Unmasked Estep 
Score: -21960514.000000 Penalty: 6009.473633
	Iteration 56Q: 3 clusters Score -2.196051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 181621 members 
Entering Unmasked Estep 
Score: -21960514.000000 Penalty: 6009.473633
	Iteration 57F: 3 clusters Score -2.196051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -824373.812500 Penalty: 2200.828369
	Iteration 0F: 2 clusters Score -824373.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -818449.750000 Penalty: 4401.656738
	Iteration 0F: 3 clusters Score -818449.8 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -820084.312500 Penalty: 4401.656738
	Iteration 1F: 3 clusters Score -820084.3 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -820322.125000 Penalty: 4401.656738
	Iteration 2F: 3 clusters Score -820322.1 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -820482.687500 Penalty: 4401.656738
	Iteration 3Q: 3 clusters Score -820482.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -820675.562500 Penalty: 4401.656738
	Iteration 4Q: 3 clusters Score -820675.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -820909.000000 Penalty: 4401.656738
	Iteration 5Q: 3 clusters Score -820909 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -821178.687500 Penalty: 4401.656738
	Iteration 6Q: 3 clusters Score -821178.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -821464.875000 Penalty: 4401.656738
	Iteration 7F: 3 clusters Score -821464.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -821772.562500 Penalty: 4401.656738
	Iteration 8F: 3 clusters Score -821772.6 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -822087.625000 Penalty: 4401.656738
	Iteration 9F: 3 clusters Score -822087.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -822379.812500 Penalty: 4401.656738
	Iteration 10F: 3 clusters Score -822379.8 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -822627.812500 Penalty: 4401.656738
	Iteration 11Q: 3 clusters Score -822627.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -822804.437500 Penalty: 4401.656738
	Iteration 12Q: 3 clusters Score -822804.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -822923.187500 Penalty: 4401.656738
	Iteration 13Q: 3 clusters Score -822923.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -823000.875000 Penalty: 4401.656738
	Iteration 14Q: 3 clusters Score -823000.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -823054.250000 Penalty: 4401.656738
	Iteration 15Q: 3 clusters Score -823054.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -823081.000000 Penalty: 4401.656738
	Iteration 16Q: 3 clusters Score -823081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -823093.250000 Penalty: 4401.656738
	Iteration 17Q: 3 clusters Score -823093.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -823104.187500 Penalty: 4401.656738
	Iteration 18Q: 3 clusters Score -823104.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -823116.687500 Penalty: 4401.656738
	Iteration 19Q: 3 clusters Score -823116.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -823127.187500 Penalty: 4401.656738
	Iteration 20F: 3 clusters Score -823127.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -823137.187500 Penalty: 4401.656738
	Iteration 21Q: 3 clusters Score -823137.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -823146.875000 Penalty: 4401.656738
	Iteration 22Q: 3 clusters Score -823146.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -823153.187500 Penalty: 4401.656738
	Iteration 23Q: 3 clusters Score -823153.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -823159.125000 Penalty: 4401.656738
	Iteration 24Q: 3 clusters Score -823159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -823161.562500 Penalty: 4401.656738
	Iteration 25Q: 3 clusters Score -823161.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -823162.000000 Penalty: 4401.656738
	Iteration 26Q: 3 clusters Score -823162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -823167.125000 Penalty: 4401.656738
	Iteration 27Q: 3 clusters Score -823167.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -823167.187500 Penalty: 4401.656738
	Iteration 28Q: 3 clusters Score -823167.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -823169.875000 Penalty: 4401.656738
	Iteration 29Q: 3 clusters Score -823169.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -823171.187500 Penalty: 4401.656738
	Iteration 30Q: 3 clusters Score -823171.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -823174.125000 Penalty: 4401.656738
	Iteration 31Q: 3 clusters Score -823174.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -823175.625000 Penalty: 4401.656738
	Iteration 32Q: 3 clusters Score -823175.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -823175.625000 Penalty: 4401.656738
	Iteration 33F: 3 clusters Score -823175.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -43733.554688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -43733.55 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: -42352.757812 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -42352.76 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -42540.546875 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -42540.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -42601.113281 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -42601.11 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42625.460938 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -42625.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -42637.441406 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -42637.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -42638.710938 Penalty: 3024.645020
	Iteration 5Q: 3 clusters Score -42638.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42639.867188 Penalty: 3024.645020
	Iteration 6Q: 3 clusters Score -42639.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42639.867188 Penalty: 3024.645020
	Iteration 7F: 3 clusters Score -42639.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Entering Unmasked Estep 
Score: -1826502.500000 Penalty: 2385.660400
	Iteration 0F: 2 clusters Score -1826502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1815598.750000 Penalty: 4771.320801
	Iteration 0F: 3 clusters Score -1815599 nChanged 6409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1819035.000000 Penalty: 4771.320801
	Iteration 1F: 3 clusters Score -1819035 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -1819469.250000 Penalty: 4771.320801
	Iteration 2F: 3 clusters Score -1819469 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1819883.250000 Penalty: 4771.320801
	Iteration 3F: 3 clusters Score -1819883 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1820363.500000 Penalty: 4771.320801
	Iteration 4Q: 3 clusters Score -1820364 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1820796.000000 Penalty: 4771.320801
	Iteration 5Q: 3 clusters Score -1820796 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1821201.375000 Penalty: 4771.320801
	Iteration 6Q: 3 clusters Score -1821201 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1821571.875000 Penalty: 4771.320801
	Iteration 7Q: 3 clusters Score -1821572 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1821897.750000 Penalty: 4771.320801
	Iteration 8Q: 3 clusters Score -1821898 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -1822223.000000 Penalty: 4771.320801
	Iteration 9Q: 3 clusters Score -1822223 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1822503.125000 Penalty: 4771.320801
	Iteration 10Q: 3 clusters Score -1822503 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1822805.000000 Penalty: 4771.320801
	Iteration 11Q: 3 clusters Score -1822805 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1823074.375000 Penalty: 4771.320801
	Iteration 12Q: 3 clusters Score -1823074 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1823355.125000 Penalty: 4771.320801
	Iteration 13Q: 3 clusters Score -1823355 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1823648.875000 Penalty: 4771.320801
	Iteration 14Q: 3 clusters Score -1823649 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -1823905.125000 Penalty: 4771.320801
	Iteration 15Q: 3 clusters Score -1823905 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1824077.500000 Penalty: 4771.320801
	Iteration 16Q: 3 clusters Score -1824078 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -1824209.750000 Penalty: 4771.320801
	Iteration 17Q: 3 clusters Score -1824210 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1824310.125000 Penalty: 4771.320801
	Iteration 18Q: 3 clusters Score -1824310 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1824390.250000 Penalty: 4771.320801
	Iteration 19Q: 3 clusters Score -1824390 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1824464.125000 Penalty: 4771.320801
	Iteration 20F: 3 clusters Score -1824464 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -1824544.375000 Penalty: 4771.320801
	Iteration 21Q: 3 clusters Score -1824544 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1824618.500000 Penalty: 4771.320801
	Iteration 22Q: 3 clusters Score -1824618 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1824682.625000 Penalty: 4771.320801
	Iteration 23Q: 3 clusters Score -1824683 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1824754.125000 Penalty: 4771.320801
	Iteration 24Q: 3 clusters Score -1824754 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -1824815.500000 Penalty: 4771.320801
	Iteration 25Q: 3 clusters Score -1824816 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1824874.375000 Penalty: 4771.320801
	Iteration 26Q: 3 clusters Score -1824874 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1824916.500000 Penalty: 4771.320801
	Iteration 27Q: 3 clusters Score -1824916 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1824959.625000 Penalty: 4771.320801
	Iteration 28Q: 3 clusters Score -1824960 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1824989.750000 Penalty: 4771.320801
	Iteration 29Q: 3 clusters Score -1824990 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1825014.625000 Penalty: 4771.320801
	Iteration 30Q: 3 clusters Score -1825015 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1825041.625000 Penalty: 4771.320801
	Iteration 31Q: 3 clusters Score -1825042 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1825064.500000 Penalty: 4771.320801
	Iteration 32Q: 3 clusters Score -1825064 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1825086.750000 Penalty: 4771.320801
	Iteration 33Q: 3 clusters Score -1825087 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -1825104.750000 Penalty: 4771.320801
	Iteration 34Q: 3 clusters Score -1825105 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1825132.625000 Penalty: 4771.320801
	Iteration 35Q: 3 clusters Score -1825133 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -1825156.125000 Penalty: 4771.320801
	Iteration 36Q: 3 clusters Score -1825156 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -1825172.750000 Penalty: 4771.320801
	Iteration 37Q: 3 clusters Score -1825173 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1825194.500000 Penalty: 4771.320801
	Iteration 38Q: 3 clusters Score -1825194 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1825212.125000 Penalty: 4771.320801
	Iteration 39Q: 3 clusters Score -1825212 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -1825227.250000 Penalty: 4771.320801
	Iteration 40F: 3 clusters Score -1825227 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -1825247.875000 Penalty: 4771.320801
	Iteration 41Q: 3 clusters Score -1825248 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -1825254.250000 Penalty: 4771.320801
	Iteration 42Q: 3 clusters Score -1825254 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1825271.875000 Penalty: 4771.320801
	Iteration 43Q: 3 clusters Score -1825272 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1825282.500000 Penalty: 4771.320801
	Iteration 44Q: 3 clusters Score -1825282 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1825295.250000 Penalty: 4771.320801
	Iteration 45Q: 3 clusters Score -1825295 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -1825310.125000 Penalty: 4771.320801
	Iteration 46Q: 3 clusters Score -1825310 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1825325.125000 Penalty: 4771.320801
	Iteration 47Q: 3 clusters Score -1825325 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -1825335.375000 Penalty: 4771.320801
	Iteration 48Q: 3 clusters Score -1825335 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1825351.000000 Penalty: 4771.320801
	Iteration 49Q: 3 clusters Score -1825351 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1825360.500000 Penalty: 4771.320801
	Iteration 50Q: 3 clusters Score -1825360 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -1825364.625000 Penalty: 4771.320801
	Iteration 51Q: 3 clusters Score -1825365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1825380.750000 Penalty: 4771.320801
	Iteration 52Q: 3 clusters Score -1825381 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1825392.500000 Penalty: 4771.320801
	Iteration 53Q: 3 clusters Score -1825392 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
Score: -1825405.000000 Penalty: 4771.320801
	Iteration 54Q: 3 clusters Score -1825405 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1825414.125000 Penalty: 4771.320801
	Iteration 55Q: 3 clusters Score -1825414 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1825425.125000 Penalty: 4771.320801
	Iteration 56Q: 3 clusters Score -1825425 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -1825435.375000 Penalty: 4771.320801
	Iteration 57Q: 3 clusters Score -1825435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -1825443.500000 Penalty: 4771.320801
	Iteration 58Q: 3 clusters Score -1825444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -1825440.875000 Penalty: 4771.320801
	Iteration 59Q: 3 clusters Score -1825441 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -1825443.750000 Penalty: 4771.320801
	Iteration 60F: 3 clusters Score -1825444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -1825442.250000 Penalty: 4771.320801
	Iteration 61Q: 3 clusters Score -1825442 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -1825451.750000 Penalty: 4771.320801
	Iteration 62Q: 3 clusters Score -1825452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1825462.125000 Penalty: 4771.320801
	Iteration 63Q: 3 clusters Score -1825462 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1825463.875000 Penalty: 4771.320801
	Iteration 64Q: 3 clusters Score -1825464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -1825470.500000 Penalty: 4771.320801
	Iteration 65Q: 3 clusters Score -1825470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1825471.125000 Penalty: 4771.320801
	Iteration 66Q: 3 clusters Score -1825471 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1825471.750000 Penalty: 4771.320801
	Iteration 67Q: 3 clusters Score -1825472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -1825469.375000 Penalty: 4771.320801
	Iteration 68Q: 3 clusters Score -1825469 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -1825470.375000 Penalty: 4771.320801
	Iteration 69Q: 3 clusters Score -1825470 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -1825472.000000 Penalty: 4771.320801
	Iteration 70Q: 3 clusters Score -1825472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1825474.250000 Penalty: 4771.320801
	Iteration 71Q: 3 clusters Score -1825474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -1825470.375000 Penalty: 4771.320801
	Iteration 72Q: 3 clusters Score -1825470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1825469.250000 Penalty: 4771.320801
	Iteration 73Q: 3 clusters Score -1825469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -1825474.000000 Penalty: 4771.320801
	Iteration 74Q: 3 clusters Score -1825474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -1825474.500000 Penalty: 4771.320801
	Iteration 75Q: 3 clusters Score -1825474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -1825476.000000 Penalty: 4771.320801
	Iteration 76Q: 3 clusters Score -1825476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -1825477.625000 Penalty: 4771.320801
	Iteration 77Q: 3 clusters Score -1825478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -1825480.500000 Penalty: 4771.320801
	Iteration 78Q: 3 clusters Score -1825480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -1825480.125000 Penalty: 4771.320801
	Iteration 79Q: 3 clusters Score -1825480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11452 members 
Entering Unmasked Estep 
Score: -1825479.875000 Penalty: 4771.320801
	Iteration 80F: 3 clusters Score -1825480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -1825483.750000 Penalty: 4771.320801
	Iteration 81Q: 3 clusters Score -1825484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1825485.625000 Penalty: 4771.320801
	Iteration 82Q: 3 clusters Score -1825486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -1825485.625000 Penalty: 4771.320801
	Iteration 83F: 3 clusters Score -1825486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (202015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202015 members 
Entering Unmasked Estep 
Score: -24374514.000000 Penalty: 3029.592041
	Iteration 0F: 2 clusters Score -2.437451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100907 members 
Mstep: Class 2 contains 101108 members 
Entering Unmasked Estep 
Score: -24244178.000000 Penalty: 6059.184082
	Iteration 0F: 3 clusters Score -2.424418e+07 nChanged 97286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -24300542.000000 Penalty: 6059.184082
	Iteration 1F: 3 clusters Score -2.430054e+07 nChanged 5370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102237 members 
Mstep: Class 2 contains 99778 members 
Entering Unmasked Estep 
Score: -24301704.000000 Penalty: 6059.184082
	Iteration 2Q: 3 clusters Score -2.43017e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102449 members 
Mstep: Class 2 contains 99566 members 
Entering Unmasked Estep 
Score: -24302928.000000 Penalty: 6059.184082
	Iteration 3Q: 3 clusters Score -2.430293e+07 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102652 members 
Mstep: Class 2 contains 99363 members 
Entering Unmasked Estep 
Score: -24304582.000000 Penalty: 6059.184082
	Iteration 4Q: 3 clusters Score -2.430458e+07 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103033 members 
Mstep: Class 2 contains 98982 members 
Entering Unmasked Estep 
Score: -24306556.000000 Penalty: 6059.184082
	Iteration 5Q: 3 clusters Score -2.430656e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103580 members 
Mstep: Class 2 contains 98435 members 
Entering Unmasked Estep 
Score: -24309236.000000 Penalty: 6059.184082
	Iteration 6Q: 3 clusters Score -2.430924e+07 nChanged 8479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104239 members 
Mstep: Class 2 contains 97776 members 
Entering Unmasked Estep 
Score: -24312720.000000 Penalty: 6059.184082
	Iteration 7Q: 3 clusters Score -2.431272e+07 nChanged 9774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 97068 members 
Entering Unmasked Estep 
Score: -24318192.000000 Penalty: 6059.184082
	Iteration 8Q: 3 clusters Score -2.431819e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105547 members 
Mstep: Class 2 contains 96468 members 
Entering Unmasked Estep 
Score: -24325510.000000 Penalty: 6059.184082
	Iteration 9F: 3 clusters Score -2.432551e+07 nChanged 11868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105863 members 
Mstep: Class 2 contains 96152 members 
Entering Unmasked Estep 
Score: -24333760.000000 Penalty: 6059.184082
	Iteration 10F: 3 clusters Score -2.433376e+07 nChanged 10669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106118 members 
Mstep: Class 2 contains 95897 members 
Entering Unmasked Estep 
Score: -24339488.000000 Penalty: 6059.184082
	Iteration 11F: 3 clusters Score -2.433949e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106491 members 
Mstep: Class 2 contains 95524 members 
Entering Unmasked Estep 
Score: -24341808.000000 Penalty: 6059.184082
	Iteration 12Q: 3 clusters Score -2.434181e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106933 members 
Mstep: Class 2 contains 95082 members 
Entering Unmasked Estep 
Score: -24342438.000000 Penalty: 6059.184082
	Iteration 13Q: 3 clusters Score -2.434244e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107350 members 
Mstep: Class 2 contains 94665 members 
Entering Unmasked Estep 
Score: -24342522.000000 Penalty: 6059.184082
	Iteration 14Q: 3 clusters Score -2.434252e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107792 members 
Mstep: Class 2 contains 94223 members 
Entering Unmasked Estep 
Score: -24342650.000000 Penalty: 6059.184082
	Iteration 15Q: 3 clusters Score -2.434265e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108297 members 
Mstep: Class 2 contains 93718 members 
Entering Unmasked Estep 
Score: -24342754.000000 Penalty: 6059.184082
	Iteration 16Q: 3 clusters Score -2.434275e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108827 members 
Mstep: Class 2 contains 93188 members 
Entering Unmasked Estep 
Score: -24342738.000000 Penalty: 6059.184082
	Iteration 17Q: 3 clusters Score -2.434274e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109448 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -24342796.000000 Penalty: 6059.184082
	Iteration 18Q: 3 clusters Score -2.43428e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110108 members 
Mstep: Class 2 contains 91907 members 
Entering Unmasked Estep 
Score: -24342916.000000 Penalty: 6059.184082
	Iteration 19Q: 3 clusters Score -2.434292e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110862 members 
Mstep: Class 2 contains 91153 members 
Entering Unmasked Estep 
Score: -24343064.000000 Penalty: 6059.184082
	Iteration 20F: 3 clusters Score -2.434306e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111632 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -24343186.000000 Penalty: 6059.184082
	Iteration 21Q: 3 clusters Score -2.434319e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112491 members 
Mstep: Class 2 contains 89524 members 
Entering Unmasked Estep 
Score: -24343418.000000 Penalty: 6059.184082
	Iteration 22Q: 3 clusters Score -2.434342e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113398 members 
Mstep: Class 2 contains 88617 members 
Entering Unmasked Estep 
Score: -24343600.000000 Penalty: 6059.184082
	Iteration 23Q: 3 clusters Score -2.43436e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114340 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -24343678.000000 Penalty: 6059.184082
	Iteration 24Q: 3 clusters Score -2.434368e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115325 members 
Mstep: Class 2 contains 86690 members 
Entering Unmasked Estep 
Score: -24344060.000000 Penalty: 6059.184082
	Iteration 25Q: 3 clusters Score -2.434406e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116411 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -24344436.000000 Penalty: 6059.184082
	Iteration 26Q: 3 clusters Score -2.434444e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117681 members 
Mstep: Class 2 contains 84334 members 
Entering Unmasked Estep 
Score: -24344886.000000 Penalty: 6059.184082
	Iteration 27Q: 3 clusters Score -2.434489e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118998 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -24345468.000000 Penalty: 6059.184082
	Iteration 28Q: 3 clusters Score -2.434547e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120444 members 
Mstep: Class 2 contains 81571 members 
Entering Unmasked Estep 
Score: -24346162.000000 Penalty: 6059.184082
	Iteration 29Q: 3 clusters Score -2.434616e+07 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122090 members 
Mstep: Class 2 contains 79925 members 
Entering Unmasked Estep 
Score: -24347180.000000 Penalty: 6059.184082
	Iteration 30Q: 3 clusters Score -2.434718e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123905 members 
Mstep: Class 2 contains 78110 members 
Entering Unmasked Estep 
Score: -24348380.000000 Penalty: 6059.184082
	Iteration 31Q: 3 clusters Score -2.434838e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125808 members 
Mstep: Class 2 contains 76207 members 
Entering Unmasked Estep 
Score: -24350230.000000 Penalty: 6059.184082
	Iteration 32Q: 3 clusters Score -2.435023e+07 nChanged 4069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127683 members 
Mstep: Class 2 contains 74332 members 
Entering Unmasked Estep 
Score: -24352426.000000 Penalty: 6059.184082
	Iteration 33Q: 3 clusters Score -2.435243e+07 nChanged 4412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129389 members 
Mstep: Class 2 contains 72626 members 
Entering Unmasked Estep 
Score: -24355108.000000 Penalty: 6059.184082
	Iteration 34Q: 3 clusters Score -2.435511e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130857 members 
Mstep: Class 2 contains 71158 members 
Entering Unmasked Estep 
Score: -24357680.000000 Penalty: 6059.184082
	Iteration 35Q: 3 clusters Score -2.435768e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131968 members 
Mstep: Class 2 contains 70047 members 
Entering Unmasked Estep 
Score: -24360380.000000 Penalty: 6059.184082
	Iteration 36Q: 3 clusters Score -2.436038e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132582 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -24363204.000000 Penalty: 6059.184082
	Iteration 37Q: 3 clusters Score -2.43632e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132773 members 
Mstep: Class 2 contains 69242 members 
Entering Unmasked Estep 
Score: -24365584.000000 Penalty: 6059.184082
	Iteration 38Q: 3 clusters Score -2.436558e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132804 members 
Mstep: Class 2 contains 69211 members 
Entering Unmasked Estep 
Score: -24367418.000000 Penalty: 6059.184082
	Iteration 39Q: 3 clusters Score -2.436742e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132718 members 
Mstep: Class 2 contains 69297 members 
Entering Unmasked Estep 
Score: -24369380.000000 Penalty: 6059.184082
	Iteration 40F: 3 clusters Score -2.436938e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132765 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -24370850.000000 Penalty: 6059.184082
	Iteration 41Q: 3 clusters Score -2.437085e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132851 members 
Mstep: Class 2 contains 69164 members 
Entering Unmasked Estep 
Score: -24371730.000000 Penalty: 6059.184082
	Iteration 42Q: 3 clusters Score -2.437173e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133063 members 
Mstep: Class 2 contains 68952 members 
Entering Unmasked Estep 
Score: -24372164.000000 Penalty: 6059.184082
	Iteration 43Q: 3 clusters Score -2.437216e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133429 members 
Mstep: Class 2 contains 68586 members 
Entering Unmasked Estep 
Score: -24372344.000000 Penalty: 6059.184082
	Iteration 44Q: 3 clusters Score -2.437234e+07 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133924 members 
Mstep: Class 2 contains 68091 members 
Entering Unmasked Estep 
Score: -24372546.000000 Penalty: 6059.184082
	Iteration 45Q: 3 clusters Score -2.437255e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134433 members 
Mstep: Class 2 contains 67582 members 
Entering Unmasked Estep 
Score: -24372666.000000 Penalty: 6059.184082
	Iteration 46Q: 3 clusters Score -2.437267e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134940 members 
Mstep: Class 2 contains 67075 members 
Entering Unmasked Estep 
Score: -24372646.000000 Penalty: 6059.184082
	Iteration 47Q: 3 clusters Score -2.437265e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135410 members 
Mstep: Class 2 contains 66605 members 
Entering Unmasked Estep 
Score: -24372686.000000 Penalty: 6059.184082
	Iteration 48Q: 3 clusters Score -2.437269e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135940 members 
Mstep: Class 2 contains 66075 members 
Entering Unmasked Estep 
Score: -24372698.000000 Penalty: 6059.184082
	Iteration 49Q: 3 clusters Score -2.43727e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136437 members 
Mstep: Class 2 contains 65578 members 
Entering Unmasked Estep 
Score: -24372682.000000 Penalty: 6059.184082
	Iteration 50Q: 3 clusters Score -2.437268e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136864 members 
Mstep: Class 2 contains 65151 members 
Entering Unmasked Estep 
Score: -24372764.000000 Penalty: 6059.184082
	Iteration 51Q: 3 clusters Score -2.437276e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137371 members 
Mstep: Class 2 contains 64644 members 
Entering Unmasked Estep 
Score: -24372820.000000 Penalty: 6059.184082
	Iteration 52Q: 3 clusters Score -2.437282e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137806 members 
Mstep: Class 2 contains 64209 members 
Entering Unmasked Estep 
Score: -24372772.000000 Penalty: 6059.184082
	Iteration 53Q: 3 clusters Score -2.437277e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138216 members 
Mstep: Class 2 contains 63799 members 
Entering Unmasked Estep 
Score: -24372802.000000 Penalty: 6059.184082
	Iteration 54Q: 3 clusters Score -2.43728e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138633 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -24372800.000000 Penalty: 6059.184082
	Iteration 55Q: 3 clusters Score -2.43728e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139036 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -24372786.000000 Penalty: 6059.184082
	Iteration 56Q: 3 clusters Score -2.437279e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139451 members 
Mstep: Class 2 contains 62564 members 
Entering Unmasked Estep 
Score: -24372748.000000 Penalty: 6059.184082
	Iteration 57Q: 3 clusters Score -2.437275e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139830 members 
Mstep: Class 2 contains 62185 members 
Entering Unmasked Estep 
Score: -24372774.000000 Penalty: 6059.184082
	Iteration 58Q: 3 clusters Score -2.437277e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140185 members 
Mstep: Class 2 contains 61830 members 
Entering Unmasked Estep 
Score: -24372848.000000 Penalty: 6059.184082
	Iteration 59Q: 3 clusters Score -2.437285e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140523 members 
Mstep: Class 2 contains 61492 members 
Entering Unmasked Estep 
Score: -24372794.000000 Penalty: 6059.184082
	Iteration 60F: 3 clusters Score -2.437279e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140881 members 
Mstep: Class 2 contains 61134 members 
Entering Unmasked Estep 
Score: -24372706.000000 Penalty: 6059.184082
	Iteration 61Q: 3 clusters Score -2.437271e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141270 members 
Mstep: Class 2 contains 60745 members 
Entering Unmasked Estep 
Score: -24372690.000000 Penalty: 6059.184082
	Iteration 62Q: 3 clusters Score -2.437269e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141645 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -24372646.000000 Penalty: 6059.184082
	Iteration 63Q: 3 clusters Score -2.437265e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142014 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -24372620.000000 Penalty: 6059.184082
	Iteration 64Q: 3 clusters Score -2.437262e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142367 members 
Mstep: Class 2 contains 59648 members 
Entering Unmasked Estep 
Score: -24372620.000000 Penalty: 6059.184082
	Iteration 65Q: 3 clusters Score -2.437262e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142747 members 
Mstep: Class 2 contains 59268 members 
Entering Unmasked Estep 
Score: -24372616.000000 Penalty: 6059.184082
	Iteration 66Q: 3 clusters Score -2.437262e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -24372650.000000 Penalty: 6059.184082
	Iteration 67Q: 3 clusters Score -2.437265e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143537 members 
Mstep: Class 2 contains 58478 members 
Entering Unmasked Estep 
Score: -24372702.000000 Penalty: 6059.184082
	Iteration 68Q: 3 clusters Score -2.43727e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143925 members 
Mstep: Class 2 contains 58090 members 
Entering Unmasked Estep 
Score: -24372674.000000 Penalty: 6059.184082
	Iteration 69Q: 3 clusters Score -2.437267e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144235 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -24372700.000000 Penalty: 6059.184082
	Iteration 70Q: 3 clusters Score -2.43727e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144582 members 
Mstep: Class 2 contains 57433 members 
Entering Unmasked Estep 
Score: -24372678.000000 Penalty: 6059.184082
	Iteration 71Q: 3 clusters Score -2.437268e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144932 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -24372640.000000 Penalty: 6059.184082
	Iteration 72Q: 3 clusters Score -2.437264e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145244 members 
Mstep: Class 2 contains 56771 members 
Entering Unmasked Estep 
Score: -24372640.000000 Penalty: 6059.184082
	Iteration 73Q: 3 clusters Score -2.437264e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145536 members 
Mstep: Class 2 contains 56479 members 
Entering Unmasked Estep 
Score: -24372598.000000 Penalty: 6059.184082
	Iteration 74Q: 3 clusters Score -2.43726e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145788 members 
Mstep: Class 2 contains 56227 members 
Entering Unmasked Estep 
Score: -24372606.000000 Penalty: 6059.184082
	Iteration 75Q: 3 clusters Score -2.437261e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146046 members 
Mstep: Class 2 contains 55969 members 
Entering Unmasked Estep 
Score: -24372622.000000 Penalty: 6059.184082
	Iteration 76Q: 3 clusters Score -2.437262e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146293 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -24372634.000000 Penalty: 6059.184082
	Iteration 77Q: 3 clusters Score -2.437263e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146519 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -24372666.000000 Penalty: 6059.184082
	Iteration 78Q: 3 clusters Score -2.437267e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146769 members 
Mstep: Class 2 contains 55246 members 
Entering Unmasked Estep 
Score: -24372686.000000 Penalty: 6059.184082
	Iteration 79Q: 3 clusters Score -2.437269e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147006 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -24372694.000000 Penalty: 6059.184082
	Iteration 80F: 3 clusters Score -2.437269e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147269 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -24372714.000000 Penalty: 6059.184082
	Iteration 81Q: 3 clusters Score -2.437271e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147557 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -24372714.000000 Penalty: 6059.184082
	Iteration 82Q: 3 clusters Score -2.437271e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147834 members 
Mstep: Class 2 contains 54181 members 
Entering Unmasked Estep 
Score: -24372720.000000 Penalty: 6059.184082
	Iteration 83Q: 3 clusters Score -2.437272e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148119 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -24372702.000000 Penalty: 6059.184082
	Iteration 84Q: 3 clusters Score -2.43727e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148420 members 
Mstep: Class 2 contains 53595 members 
Entering Unmasked Estep 
Score: -24372644.000000 Penalty: 6059.184082
	Iteration 85Q: 3 clusters Score -2.437264e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148661 members 
Mstep: Class 2 contains 53354 members 
Entering Unmasked Estep 
Score: -24372690.000000 Penalty: 6059.184082
	Iteration 86Q: 3 clusters Score -2.437269e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148942 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -24372708.000000 Penalty: 6059.184082
	Iteration 87Q: 3 clusters Score -2.437271e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149212 members 
Mstep: Class 2 contains 52803 members 
Entering Unmasked Estep 
Score: -24372666.000000 Penalty: 6059.184082
	Iteration 88Q: 3 clusters Score -2.437267e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149488 members 
Mstep: Class 2 contains 52527 members 
Entering Unmasked Estep 
Score: -24372674.000000 Penalty: 6059.184082
	Iteration 89Q: 3 clusters Score -2.437267e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149772 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -24372680.000000 Penalty: 6059.184082
	Iteration 90Q: 3 clusters Score -2.437268e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150053 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -24372664.000000 Penalty: 6059.184082
	Iteration 91Q: 3 clusters Score -2.437266e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 51714 members 
Entering Unmasked Estep 
Score: -24372644.000000 Penalty: 6059.184082
	Iteration 92Q: 3 clusters Score -2.437264e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150538 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -24372682.000000 Penalty: 6059.184082
	Iteration 93Q: 3 clusters Score -2.437268e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150737 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -24372644.000000 Penalty: 6059.184082
	Iteration 94Q: 3 clusters Score -2.437264e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150949 members 
Mstep: Class 2 contains 51066 members 
Entering Unmasked Estep 
Score: -24372576.000000 Penalty: 6059.184082
	Iteration 95Q: 3 clusters Score -2.437258e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151135 members 
Mstep: Class 2 contains 50880 members 
Entering Unmasked Estep 
Score: -24372538.000000 Penalty: 6059.184082
	Iteration 96Q: 3 clusters Score -2.437254e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151347 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -24372528.000000 Penalty: 6059.184082
	Iteration 97Q: 3 clusters Score -2.437253e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151631 members 
Mstep: Class 2 contains 50384 members 
Entering Unmasked Estep 
Score: -24372520.000000 Penalty: 6059.184082
	Iteration 98Q: 3 clusters Score -2.437252e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151848 members 
Mstep: Class 2 contains 50167 members 
Entering Unmasked Estep 
Score: -24372518.000000 Penalty: 6059.184082
	Iteration 99Q: 3 clusters Score -2.437252e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152053 members 
Mstep: Class 2 contains 49962 members 
Entering Unmasked Estep 
Score: -24372522.000000 Penalty: 6059.184082
	Iteration 100F: 3 clusters Score -2.437252e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152254 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -24372566.000000 Penalty: 6059.184082
	Iteration 101Q: 3 clusters Score -2.437257e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152470 members 
Mstep: Class 2 contains 49545 members 
Entering Unmasked Estep 
Score: -24372584.000000 Penalty: 6059.184082
	Iteration 102Q: 3 clusters Score -2.437258e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152633 members 
Mstep: Class 2 contains 49382 members 
Entering Unmasked Estep 
Score: -24372558.000000 Penalty: 6059.184082
	Iteration 103Q: 3 clusters Score -2.437256e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152826 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -24372592.000000 Penalty: 6059.184082
	Iteration 104Q: 3 clusters Score -2.437259e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153010 members 
Mstep: Class 2 contains 49005 members 
Entering Unmasked Estep 
Score: -24372584.000000 Penalty: 6059.184082
	Iteration 105Q: 3 clusters Score -2.437258e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153181 members 
Mstep: Class 2 contains 48834 members 
Entering Unmasked Estep 
Score: -24372622.000000 Penalty: 6059.184082
	Iteration 106Q: 3 clusters Score -2.437262e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153354 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -24372578.000000 Penalty: 6059.184082
	Iteration 107Q: 3 clusters Score -2.437258e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153484 members 
Mstep: Class 2 contains 48531 members 
Entering Unmasked Estep 
Score: -24372584.000000 Penalty: 6059.184082
	Iteration 108Q: 3 clusters Score -2.437258e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153569 members 
Mstep: Class 2 contains 48446 members 
Entering Unmasked Estep 
Score: -24372568.000000 Penalty: 6059.184082
	Iteration 109Q: 3 clusters Score -2.437257e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153656 members 
Mstep: Class 2 contains 48359 members 
Entering Unmasked Estep 
Score: -24372552.000000 Penalty: 6059.184082
	Iteration 110Q: 3 clusters Score -2.437255e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153760 members 
Mstep: Class 2 contains 48255 members 
Entering Unmasked Estep 
Score: -24372602.000000 Penalty: 6059.184082
	Iteration 111Q: 3 clusters Score -2.43726e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153870 members 
Mstep: Class 2 contains 48145 members 
Entering Unmasked Estep 
Score: -24372584.000000 Penalty: 6059.184082
	Iteration 112Q: 3 clusters Score -2.437258e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153981 members 
Mstep: Class 2 contains 48034 members 
Entering Unmasked Estep 
Score: -24372556.000000 Penalty: 6059.184082
	Iteration 113Q: 3 clusters Score -2.437256e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154118 members 
Mstep: Class 2 contains 47897 members 
Entering Unmasked Estep 
Score: -24372550.000000 Penalty: 6059.184082
	Iteration 114Q: 3 clusters Score -2.437255e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154226 members 
Mstep: Class 2 contains 47789 members 
Entering Unmasked Estep 
Score: -24372548.000000 Penalty: 6059.184082
	Iteration 115Q: 3 clusters Score -2.437255e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154318 members 
Mstep: Class 2 contains 47697 members 
Entering Unmasked Estep 
Score: -24372538.000000 Penalty: 6059.184082
	Iteration 116Q: 3 clusters Score -2.437254e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154426 members 
Mstep: Class 2 contains 47589 members 
Entering Unmasked Estep 
Score: -24372566.000000 Penalty: 6059.184082
	Iteration 117Q: 3 clusters Score -2.437257e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154543 members 
Mstep: Class 2 contains 47472 members 
Entering Unmasked Estep 
Score: -24372564.000000 Penalty: 6059.184082
	Iteration 118Q: 3 clusters Score -2.437256e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154647 members 
Mstep: Class 2 contains 47368 members 
Entering Unmasked Estep 
Score: -24372586.000000 Penalty: 6059.184082
	Iteration 119Q: 3 clusters Score -2.437259e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154790 members 
Mstep: Class 2 contains 47225 members 
Entering Unmasked Estep 
Score: -24372568.000000 Penalty: 6059.184082
	Iteration 120F: 3 clusters Score -2.437257e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154935 members 
Mstep: Class 2 contains 47080 members 
Entering Unmasked Estep 
Score: -24372514.000000 Penalty: 6059.184082
	Iteration 121Q: 3 clusters Score -2.437251e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155082 members 
Mstep: Class 2 contains 46933 members 
Entering Unmasked Estep 
Score: -24372538.000000 Penalty: 6059.184082
	Iteration 122Q: 3 clusters Score -2.437254e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155236 members 
Mstep: Class 2 contains 46779 members 
Entering Unmasked Estep 
Score: -24372548.000000 Penalty: 6059.184082
	Iteration 123Q: 3 clusters Score -2.437255e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155421 members 
Mstep: Class 2 contains 46594 members 
Entering Unmasked Estep 
Score: -24372606.000000 Penalty: 6059.184082
	Iteration 124Q: 3 clusters Score -2.437261e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155610 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -24372576.000000 Penalty: 6059.184082
	Iteration 125Q: 3 clusters Score -2.437258e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155797 members 
Mstep: Class 2 contains 46218 members 
Entering Unmasked Estep 
Score: -24372536.000000 Penalty: 6059.184082
	Iteration 126Q: 3 clusters Score -2.437254e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156027 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -24372532.000000 Penalty: 6059.184082
	Iteration 127Q: 3 clusters Score -2.437253e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156248 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
Score: -24372494.000000 Penalty: 6059.184082
	Iteration 128Q: 3 clusters Score -2.437249e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156417 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -24372482.000000 Penalty: 6059.184082
	Iteration 129Q: 3 clusters Score -2.437248e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156596 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -24372506.000000 Penalty: 6059.184082
	Iteration 130Q: 3 clusters Score -2.437251e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -24372472.000000 Penalty: 6059.184082
	Iteration 131Q: 3 clusters Score -2.437247e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157043 members 
Mstep: Class 2 contains 44972 members 
Entering Unmasked Estep 
Score: -24372516.000000 Penalty: 6059.184082
	Iteration 132Q: 3 clusters Score -2.437252e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157252 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -24372478.000000 Penalty: 6059.184082
	Iteration 133Q: 3 clusters Score -2.437248e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157437 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -24372442.000000 Penalty: 6059.184082
	Iteration 134Q: 3 clusters Score -2.437244e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157602 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -24372404.000000 Penalty: 6059.184082
	Iteration 135Q: 3 clusters Score -2.43724e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157816 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -24372374.000000 Penalty: 6059.184082
	Iteration 136Q: 3 clusters Score -2.437237e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158010 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -24372322.000000 Penalty: 6059.184082
	Iteration 137Q: 3 clusters Score -2.437232e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158215 members 
Mstep: Class 2 contains 43800 members 
Entering Unmasked Estep 
Score: -24372288.000000 Penalty: 6059.184082
	Iteration 138Q: 3 clusters Score -2.437229e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158443 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -24372308.000000 Penalty: 6059.184082
	Iteration 139Q: 3 clusters Score -2.437231e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158647 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -24372292.000000 Penalty: 6059.184082
	Iteration 140F: 3 clusters Score -2.437229e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158847 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -24372304.000000 Penalty: 6059.184082
	Iteration 141Q: 3 clusters Score -2.43723e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159021 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -24372306.000000 Penalty: 6059.184082
	Iteration 142Q: 3 clusters Score -2.437231e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159205 members 
Mstep: Class 2 contains 42810 members 
Entering Unmasked Estep 
Score: -24372302.000000 Penalty: 6059.184082
	Iteration 143Q: 3 clusters Score -2.43723e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159324 members 
Mstep: Class 2 contains 42691 members 
Entering Unmasked Estep 
Score: -24372296.000000 Penalty: 6059.184082
	Iteration 144Q: 3 clusters Score -2.43723e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159441 members 
Mstep: Class 2 contains 42574 members 
Entering Unmasked Estep 
Score: -24372242.000000 Penalty: 6059.184082
	Iteration 145Q: 3 clusters Score -2.437224e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159550 members 
Mstep: Class 2 contains 42465 members 
Entering Unmasked Estep 
Score: -24372208.000000 Penalty: 6059.184082
	Iteration 146Q: 3 clusters Score -2.437221e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159669 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -24372196.000000 Penalty: 6059.184082
	Iteration 147Q: 3 clusters Score -2.43722e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159789 members 
Mstep: Class 2 contains 42226 members 
Entering Unmasked Estep 
Score: -24372196.000000 Penalty: 6059.184082
	Iteration 148Q: 3 clusters Score -2.43722e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159952 members 
Mstep: Class 2 contains 42063 members 
Entering Unmasked Estep 
Score: -24372190.000000 Penalty: 6059.184082
	Iteration 149Q: 3 clusters Score -2.437219e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160097 members 
Mstep: Class 2 contains 41918 members 
Entering Unmasked Estep 
Score: -24372160.000000 Penalty: 6059.184082
	Iteration 150Q: 3 clusters Score -2.437216e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160231 members 
Mstep: Class 2 contains 41784 members 
Entering Unmasked Estep 
Score: -24372122.000000 Penalty: 6059.184082
	Iteration 151Q: 3 clusters Score -2.437212e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -24372068.000000 Penalty: 6059.184082
	Iteration 152Q: 3 clusters Score -2.437207e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160519 members 
Mstep: Class 2 contains 41496 members 
Entering Unmasked Estep 
Score: -24372074.000000 Penalty: 6059.184082
	Iteration 153Q: 3 clusters Score -2.437207e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160626 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -24372032.000000 Penalty: 6059.184082
	Iteration 154Q: 3 clusters Score -2.437203e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160765 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -24372006.000000 Penalty: 6059.184082
	Iteration 155Q: 3 clusters Score -2.437201e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160855 members 
Mstep: Class 2 contains 41160 members 
Entering Unmasked Estep 
Score: -24372012.000000 Penalty: 6059.184082
	Iteration 156Q: 3 clusters Score -2.437201e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160987 members 
Mstep: Class 2 contains 41028 members 
Entering Unmasked Estep 
Score: -24371984.000000 Penalty: 6059.184082
	Iteration 157Q: 3 clusters Score -2.437198e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161101 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -24372006.000000 Penalty: 6059.184082
	Iteration 158Q: 3 clusters Score -2.437201e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161235 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -24371962.000000 Penalty: 6059.184082
	Iteration 159Q: 3 clusters Score -2.437196e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -24371992.000000 Penalty: 6059.184082
	Iteration 160F: 3 clusters Score -2.437199e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161572 members 
Mstep: Class 2 contains 40443 members 
Entering Unmasked Estep 
Score: -24371950.000000 Penalty: 6059.184082
	Iteration 161Q: 3 clusters Score -2.437195e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161735 members 
Mstep: Class 2 contains 40280 members 
Entering Unmasked Estep 
Score: -24371912.000000 Penalty: 6059.184082
	Iteration 162Q: 3 clusters Score -2.437191e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161901 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -24371924.000000 Penalty: 6059.184082
	Iteration 163Q: 3 clusters Score -2.437192e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -24371892.000000 Penalty: 6059.184082
	Iteration 164Q: 3 clusters Score -2.437189e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162157 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -24371914.000000 Penalty: 6059.184082
	Iteration 165Q: 3 clusters Score -2.437191e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162233 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -24371894.000000 Penalty: 6059.184082
	Iteration 166Q: 3 clusters Score -2.437189e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162298 members 
Mstep: Class 2 contains 39717 members 
Entering Unmasked Estep 
Score: -24371874.000000 Penalty: 6059.184082
	Iteration 167Q: 3 clusters Score -2.437187e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 39675 members 
Entering Unmasked Estep 
Score: -24371874.000000 Penalty: 6059.184082
	Iteration 168Q: 3 clusters Score -2.437187e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162402 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -24371882.000000 Penalty: 6059.184082
	Iteration 169Q: 3 clusters Score -2.437188e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162470 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -24371848.000000 Penalty: 6059.184082
	Iteration 170Q: 3 clusters Score -2.437185e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162541 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -24371812.000000 Penalty: 6059.184082
	Iteration 171Q: 3 clusters Score -2.437181e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162636 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -24371802.000000 Penalty: 6059.184082
	Iteration 172Q: 3 clusters Score -2.43718e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162708 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -24371802.000000 Penalty: 6059.184082
	Iteration 173Q: 3 clusters Score -2.43718e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162780 members 
Mstep: Class 2 contains 39235 members 
Entering Unmasked Estep 
Score: -24371812.000000 Penalty: 6059.184082
	Iteration 174Q: 3 clusters Score -2.437181e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162876 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -24371828.000000 Penalty: 6059.184082
	Iteration 175Q: 3 clusters Score -2.437183e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162948 members 
Mstep: Class 2 contains 39067 members 
Entering Unmasked Estep 
Score: -24371828.000000 Penalty: 6059.184082
	Iteration 176Q: 3 clusters Score -2.437183e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163031 members 
Mstep: Class 2 contains 38984 members 
Entering Unmasked Estep 
Score: -24371814.000000 Penalty: 6059.184082
	Iteration 177Q: 3 clusters Score -2.437181e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163080 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -24371830.000000 Penalty: 6059.184082
	Iteration 178Q: 3 clusters Score -2.437183e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163125 members 
Mstep: Class 2 contains 38890 members 
Entering Unmasked Estep 
Score: -24371812.000000 Penalty: 6059.184082
	Iteration 179Q: 3 clusters Score -2.437181e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 38822 members 
Entering Unmasked Estep 
Score: -24371806.000000 Penalty: 6059.184082
	Iteration 180F: 3 clusters Score -2.437181e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 38745 members 
Entering Unmasked Estep 
Score: -24371784.000000 Penalty: 6059.184082
	Iteration 181Q: 3 clusters Score -2.437178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163307 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -24371774.000000 Penalty: 6059.184082
	Iteration 182Q: 3 clusters Score -2.437177e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163364 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
Score: -24371772.000000 Penalty: 6059.184082
	Iteration 183Q: 3 clusters Score -2.437177e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163416 members 
Mstep: Class 2 contains 38599 members 
Entering Unmasked Estep 
Score: -24371754.000000 Penalty: 6059.184082
	Iteration 184Q: 3 clusters Score -2.437175e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163437 members 
Mstep: Class 2 contains 38578 members 
Entering Unmasked Estep 
Score: -24371782.000000 Penalty: 6059.184082
	Iteration 185Q: 3 clusters Score -2.437178e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163488 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -24371772.000000 Penalty: 6059.184082
	Iteration 186Q: 3 clusters Score -2.437177e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163537 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -24371758.000000 Penalty: 6059.184082
	Iteration 187Q: 3 clusters Score -2.437176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163583 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -24371744.000000 Penalty: 6059.184082
	Iteration 188Q: 3 clusters Score -2.437174e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163616 members 
Mstep: Class 2 contains 38399 members 
Entering Unmasked Estep 
Score: -24371734.000000 Penalty: 6059.184082
	Iteration 189Q: 3 clusters Score -2.437173e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163644 members 
Mstep: Class 2 contains 38371 members 
Entering Unmasked Estep 
Score: -24371736.000000 Penalty: 6059.184082
	Iteration 190Q: 3 clusters Score -2.437174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163655 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -24371736.000000 Penalty: 6059.184082
	Iteration 191Q: 3 clusters Score -2.437174e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163683 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -24371726.000000 Penalty: 6059.184082
	Iteration 192Q: 3 clusters Score -2.437173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163709 members 
Mstep: Class 2 contains 38306 members 
Entering Unmasked Estep 
Score: -24371724.000000 Penalty: 6059.184082
	Iteration 193Q: 3 clusters Score -2.437172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163739 members 
Mstep: Class 2 contains 38276 members 
Entering Unmasked Estep 
Score: -24371752.000000 Penalty: 6059.184082
	Iteration 194Q: 3 clusters Score -2.437175e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163765 members 
Mstep: Class 2 contains 38250 members 
Entering Unmasked Estep 
Score: -24371742.000000 Penalty: 6059.184082
	Iteration 195Q: 3 clusters Score -2.437174e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163800 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -24371734.000000 Penalty: 6059.184082
	Iteration 196Q: 3 clusters Score -2.437173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163835 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -24371738.000000 Penalty: 6059.184082
	Iteration 197Q: 3 clusters Score -2.437174e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163893 members 
Mstep: Class 2 contains 38122 members 
Entering Unmasked Estep 
Score: -24371720.000000 Penalty: 6059.184082
	Iteration 198Q: 3 clusters Score -2.437172e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163941 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -24371744.000000 Penalty: 6059.184082
	Iteration 199Q: 3 clusters Score -2.437174e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163957 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -24371728.000000 Penalty: 6059.184082
	Iteration 200F: 3 clusters Score -2.437173e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163971 members 
Mstep: Class 2 contains 38044 members 
Entering Unmasked Estep 
Score: -24371738.000000 Penalty: 6059.184082
	Iteration 201Q: 3 clusters Score -2.437174e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163984 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -24371738.000000 Penalty: 6059.184082
	Iteration 202Q: 3 clusters Score -2.437174e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164001 members 
Mstep: Class 2 contains 38014 members 
Entering Unmasked Estep 
Score: -24371738.000000 Penalty: 6059.184082
	Iteration 203Q: 3 clusters Score -2.437174e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164023 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -24371736.000000 Penalty: 6059.184082
	Iteration 204Q: 3 clusters Score -2.437174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164027 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -24371736.000000 Penalty: 6059.184082
	Iteration 205Q: 3 clusters Score -2.437174e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164031 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -24371734.000000 Penalty: 6059.184082
	Iteration 206Q: 3 clusters Score -2.437173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164040 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -24371722.000000 Penalty: 6059.184082
	Iteration 207Q: 3 clusters Score -2.437172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164057 members 
Mstep: Class 2 contains 37958 members 
Entering Unmasked Estep 
Score: -24371730.000000 Penalty: 6059.184082
	Iteration 208Q: 3 clusters Score -2.437173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164063 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -24371750.000000 Penalty: 6059.184082
	Iteration 209Q: 3 clusters Score -2.437175e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164072 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -24371736.000000 Penalty: 6059.184082
	Iteration 210Q: 3 clusters Score -2.437174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164075 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
Score: -24371734.000000 Penalty: 6059.184082
	Iteration 211Q: 3 clusters Score -2.437173e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164077 members 
Mstep: Class 2 contains 37938 members 
Entering Unmasked Estep 
Score: -24371736.000000 Penalty: 6059.184082
	Iteration 212Q: 3 clusters Score -2.437174e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164088 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -24371728.000000 Penalty: 6059.184082
	Iteration 213Q: 3 clusters Score -2.437173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164096 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -24371724.000000 Penalty: 6059.184082
	Iteration 214Q: 3 clusters Score -2.437172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164104 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -24371716.000000 Penalty: 6059.184082
	Iteration 215Q: 3 clusters Score -2.437172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164121 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -24371708.000000 Penalty: 6059.184082
	Iteration 216Q: 3 clusters Score -2.437171e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164134 members 
Mstep: Class 2 contains 37881 members 
Entering Unmasked Estep 
Score: -24371704.000000 Penalty: 6059.184082
	Iteration 217Q: 3 clusters Score -2.43717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164142 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -24371722.000000 Penalty: 6059.184082
	Iteration 218Q: 3 clusters Score -2.437172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164146 members 
Mstep: Class 2 contains 37869 members 
Entering Unmasked Estep 
Score: -24371730.000000 Penalty: 6059.184082
	Iteration 219Q: 3 clusters Score -2.437173e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164152 members 
Mstep: Class 2 contains 37863 members 
Entering Unmasked Estep 
Score: -24371718.000000 Penalty: 6059.184082
	Iteration 220F: 3 clusters Score -2.437172e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164160 members 
Mstep: Class 2 contains 37855 members 
Entering Unmasked Estep 
Score: -24371712.000000 Penalty: 6059.184082
	Iteration 221Q: 3 clusters Score -2.437171e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164162 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -24371720.000000 Penalty: 6059.184082
	Iteration 222Q: 3 clusters Score -2.437172e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164166 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -24371718.000000 Penalty: 6059.184082
	Iteration 223Q: 3 clusters Score -2.437172e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164167 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -24371728.000000 Penalty: 6059.184082
	Iteration 224Q: 3 clusters Score -2.437173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -24371730.000000 Penalty: 6059.184082
	Iteration 225Q: 3 clusters Score -2.437173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164168 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -24371716.000000 Penalty: 6059.184082
	Iteration 226Q: 3 clusters Score -2.437172e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -24371714.000000 Penalty: 6059.184082
	Iteration 227Q: 3 clusters Score -2.437171e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164169 members 
Mstep: Class 2 contains 37846 members 
Entering Unmasked Estep 
Score: -24371714.000000 Penalty: 6059.184082
	Iteration 228F: 3 clusters Score -2.437171e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (156309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156309 members 
Entering Unmasked Estep 
Score: -18882546.000000 Penalty: 2965.978271
	Iteration 0F: 2 clusters Score -1.888255e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78238 members 
Mstep: Class 2 contains 78071 members 
Entering Unmasked Estep 
Score: -18778564.000000 Penalty: 5931.956543
	Iteration 0F: 3 clusters Score -1.877856e+07 nChanged 74743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80139 members 
Mstep: Class 2 contains 76170 members 
Entering Unmasked Estep 
Score: -18821600.000000 Penalty: 5931.956543
	Iteration 1F: 3 clusters Score -1.88216e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81442 members 
Mstep: Class 2 contains 74867 members 
Entering Unmasked Estep 
Score: -18822324.000000 Penalty: 5931.956543
	Iteration 2Q: 3 clusters Score -1.882232e+07 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83345 members 
Mstep: Class 2 contains 72964 members 
Entering Unmasked Estep 
Score: -18823148.000000 Penalty: 5931.956543
	Iteration 3Q: 3 clusters Score -1.882315e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86238 members 
Mstep: Class 2 contains 70071 members 
Entering Unmasked Estep 
Score: -18824370.000000 Penalty: 5931.956543
	Iteration 4Q: 3 clusters Score -1.882437e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90744 members 
Mstep: Class 2 contains 65565 members 
Entering Unmasked Estep 
Score: -18826298.000000 Penalty: 5931.956543
	Iteration 5Q: 3 clusters Score -1.88263e+07 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97314 members 
Mstep: Class 2 contains 58995 members 
Entering Unmasked Estep 
Score: -18829502.000000 Penalty: 5931.956543
	Iteration 6Q: 3 clusters Score -1.88295e+07 nChanged 9702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106684 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -18835078.000000 Penalty: 5931.956543
	Iteration 7F: 3 clusters Score -1.883508e+07 nChanged 12323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118917 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -18844410.000000 Penalty: 5931.956543
	Iteration 8F: 3 clusters Score -1.884441e+07 nChanged 13658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132551 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -18856954.000000 Penalty: 5931.956543
	Iteration 9F: 3 clusters Score -1.885695e+07 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144519 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -18868976.000000 Penalty: 5931.956543
	Iteration 10F: 3 clusters Score -1.886898e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151900 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -18876214.000000 Penalty: 5931.956543
	Iteration 11Q: 3 clusters Score -1.887621e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -18878806.000000 Penalty: 5931.956543
	Iteration 12Q: 3 clusters Score -1.887881e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155830 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -18879556.000000 Penalty: 5931.956543
	Iteration 13Q: 3 clusters Score -1.887956e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156020 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -18879752.000000 Penalty: 5931.956543
	Iteration 14Q: 3 clusters Score -1.887975e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156075 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -18879826.000000 Penalty: 5931.956543
	Iteration 15Q: 3 clusters Score -1.887983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156103 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -18879876.000000 Penalty: 5931.956543
	Iteration 16Q: 3 clusters Score -1.887988e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156117 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -18879908.000000 Penalty: 5931.956543
	Iteration 17Q: 3 clusters Score -1.887991e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156123 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -18879900.000000 Penalty: 5931.956543
	Iteration 18Q: 3 clusters Score -1.88799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156130 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -18879934.000000 Penalty: 5931.956543
	Iteration 19Q: 3 clusters Score -1.887993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18879948.000000 Penalty: 5931.956543
	Iteration 20F: 3 clusters Score -1.887995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18879960.000000 Penalty: 5931.956543
	Iteration 21Q: 3 clusters Score -1.887996e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156135 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -18879954.000000 Penalty: 5931.956543
	Iteration 22Q: 3 clusters Score -1.887995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156136 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -18879964.000000 Penalty: 5931.956543
	Iteration 23Q: 3 clusters Score -1.887996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156137 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -18879958.000000 Penalty: 5931.956543
	Iteration 24Q: 3 clusters Score -1.887996e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -18879958.000000 Penalty: 5931.956543
	Iteration 25Q: 3 clusters Score -1.887996e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18879950.000000 Penalty: 5931.956543
	Iteration 26Q: 3 clusters Score -1.887995e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156140 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -18879950.000000 Penalty: 5931.956543
	Iteration 27F: 3 clusters Score -1.887995e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Entering Unmasked Estep 
Score: -2509034.750000 Penalty: 2466.410889
	Iteration 0F: 2 clusters Score -2509035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -2494326.750000 Penalty: 4932.821777
	Iteration 0F: 3 clusters Score -2494327 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2499342.500000 Penalty: 4932.821777
	Iteration 1F: 3 clusters Score -2499342 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -2499924.500000 Penalty: 4932.821777
	Iteration 2F: 3 clusters Score -2499924 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -2500562.500000 Penalty: 4932.821777
	Iteration 3F: 3 clusters Score -2500562 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2501214.500000 Penalty: 4932.821777
	Iteration 4F: 3 clusters Score -2501214 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -2501746.500000 Penalty: 4932.821777
	Iteration 5F: 3 clusters Score -2501746 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2502231.750000 Penalty: 4932.821777
	Iteration 6F: 3 clusters Score -2502232 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2502695.500000 Penalty: 4932.821777
	Iteration 7Q: 3 clusters Score -2502696 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2503195.750000 Penalty: 4932.821777
	Iteration 8Q: 3 clusters Score -2503196 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2503750.500000 Penalty: 4932.821777
	Iteration 9Q: 3 clusters Score -2503750 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2504263.750000 Penalty: 4932.821777
	Iteration 10Q: 3 clusters Score -2504264 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -2504748.250000 Penalty: 4932.821777
	Iteration 11Q: 3 clusters Score -2504748 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -2505106.750000 Penalty: 4932.821777
	Iteration 12Q: 3 clusters Score -2505107 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -2505344.250000 Penalty: 4932.821777
	Iteration 13Q: 3 clusters Score -2505344 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -2505490.500000 Penalty: 4932.821777
	Iteration 14Q: 3 clusters Score -2505490 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2505606.750000 Penalty: 4932.821777
	Iteration 15Q: 3 clusters Score -2505607 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2505693.500000 Penalty: 4932.821777
	Iteration 16Q: 3 clusters Score -2505694 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -2505748.250000 Penalty: 4932.821777
	Iteration 17Q: 3 clusters Score -2505748 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13435 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -2505804.000000 Penalty: 4932.821777
	Iteration 18Q: 3 clusters Score -2505804 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2505864.750000 Penalty: 4932.821777
	Iteration 19Q: 3 clusters Score -2505865 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2505927.250000 Penalty: 4932.821777
	Iteration 20F: 3 clusters Score -2505927 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2505988.000000 Penalty: 4932.821777
	Iteration 21Q: 3 clusters Score -2505988 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2506058.000000 Penalty: 4932.821777
	Iteration 22Q: 3 clusters Score -2506058 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2506134.250000 Penalty: 4932.821777
	Iteration 23Q: 3 clusters Score -2506134 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -2506222.500000 Penalty: 4932.821777
	Iteration 24Q: 3 clusters Score -2506222 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -2506289.500000 Penalty: 4932.821777
	Iteration 25Q: 3 clusters Score -2506290 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2506389.750000 Penalty: 4932.821777
	Iteration 26Q: 3 clusters Score -2506390 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -2506470.500000 Penalty: 4932.821777
	Iteration 27Q: 3 clusters Score -2506470 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -2506576.750000 Penalty: 4932.821777
	Iteration 28Q: 3 clusters Score -2506577 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2506686.500000 Penalty: 4932.821777
	Iteration 29Q: 3 clusters Score -2506686 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -2506790.750000 Penalty: 4932.821777
	Iteration 30Q: 3 clusters Score -2506791 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -2506888.750000 Penalty: 4932.821777
	Iteration 31Q: 3 clusters Score -2506889 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2506982.000000 Penalty: 4932.821777
	Iteration 32Q: 3 clusters Score -2506982 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2507085.750000 Penalty: 4932.821777
	Iteration 33Q: 3 clusters Score -2507086 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2507201.750000 Penalty: 4932.821777
	Iteration 34Q: 3 clusters Score -2507202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -2507304.500000 Penalty: 4932.821777
	Iteration 35Q: 3 clusters Score -2507304 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2507413.750000 Penalty: 4932.821777
	Iteration 36Q: 3 clusters Score -2507414 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2507535.250000 Penalty: 4932.821777
	Iteration 37Q: 3 clusters Score -2507535 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2507639.000000 Penalty: 4932.821777
	Iteration 38Q: 3 clusters Score -2507639 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2507728.750000 Penalty: 4932.821777
	Iteration 39Q: 3 clusters Score -2507729 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2507813.250000 Penalty: 4932.821777
	Iteration 40F: 3 clusters Score -2507813 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2507898.500000 Penalty: 4932.821777
	Iteration 41Q: 3 clusters Score -2507898 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2507967.250000 Penalty: 4932.821777
	Iteration 42Q: 3 clusters Score -2507967 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2508045.000000 Penalty: 4932.821777
	Iteration 43Q: 3 clusters Score -2508045 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -2508109.000000 Penalty: 4932.821777
	Iteration 44Q: 3 clusters Score -2508109 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2508152.250000 Penalty: 4932.821777
	Iteration 45Q: 3 clusters Score -2508152 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2508175.750000 Penalty: 4932.821777
	Iteration 46Q: 3 clusters Score -2508176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2508191.250000 Penalty: 4932.821777
	Iteration 47Q: 3 clusters Score -2508191 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2508214.500000 Penalty: 4932.821777
	Iteration 48Q: 3 clusters Score -2508214 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2508237.750000 Penalty: 4932.821777
	Iteration 49Q: 3 clusters Score -2508238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2508249.000000 Penalty: 4932.821777
	Iteration 50Q: 3 clusters Score -2508249 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2508275.500000 Penalty: 4932.821777
	Iteration 51Q: 3 clusters Score -2508276 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2508297.000000 Penalty: 4932.821777
	Iteration 52Q: 3 clusters Score -2508297 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2508301.750000 Penalty: 4932.821777
	Iteration 53Q: 3 clusters Score -2508302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2508309.250000 Penalty: 4932.821777
	Iteration 54Q: 3 clusters Score -2508309 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2508308.500000 Penalty: 4932.821777
	Iteration 55Q: 3 clusters Score -2508308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2508313.250000 Penalty: 4932.821777
	Iteration 56Q: 3 clusters Score -2508313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19669 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2508311.750000 Penalty: 4932.821777
	Iteration 57Q: 3 clusters Score -2508312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2508312.000000 Penalty: 4932.821777
	Iteration 58Q: 3 clusters Score -2508312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2508309.500000 Penalty: 4932.821777
	Iteration 59Q: 3 clusters Score -2508310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2508313.750000 Penalty: 4932.821777
	Iteration 60F: 3 clusters Score -2508314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -2508316.500000 Penalty: 4932.821777
	Iteration 61Q: 3 clusters Score -2508316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2508320.000000 Penalty: 4932.821777
	Iteration 62Q: 3 clusters Score -2508320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2508320.000000 Penalty: 4932.821777
	Iteration 63Q: 3 clusters Score -2508320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2508323.000000 Penalty: 4932.821777
	Iteration 64Q: 3 clusters Score -2508323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19692 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2508326.000000 Penalty: 4932.821777
	Iteration 65Q: 3 clusters Score -2508326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19693 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2508326.000000 Penalty: 4932.821777
	Iteration 66Q: 3 clusters Score -2508326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2508327.000000 Penalty: 4932.821777
	Iteration 67Q: 3 clusters Score -2508327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19696 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2508327.750000 Penalty: 4932.821777
	Iteration 68Q: 3 clusters Score -2508328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2508324.750000 Penalty: 4932.821777
	Iteration 69Q: 3 clusters Score -2508325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2508321.500000 Penalty: 4932.821777
	Iteration 70Q: 3 clusters Score -2508322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2508321.750000 Penalty: 4932.821777
	Iteration 71Q: 3 clusters Score -2508322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2508321.750000 Penalty: 4932.821777
	Iteration 72F: 3 clusters Score -2508322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64692 members 
Entering Unmasked Estep 
Score: -7612641.500000 Penalty: 2747.193359
	Iteration 0F: 2 clusters Score -7612642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -7569339.000000 Penalty: 5494.386719
	Iteration 0F: 3 clusters Score -7569339 nChanged 30128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32020 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -7585844.500000 Penalty: 5494.386719
	Iteration 1F: 3 clusters Score -7585844 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 32865 members 
Entering Unmasked Estep 
Score: -7586395.000000 Penalty: 5494.386719
	Iteration 2Q: 3 clusters Score -7586395 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 33097 members 
Entering Unmasked Estep 
Score: -7586915.500000 Penalty: 5494.386719
	Iteration 3Q: 3 clusters Score -7586916 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31328 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -7587350.500000 Penalty: 5494.386719
	Iteration 4Q: 3 clusters Score -7587350 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 33704 members 
Entering Unmasked Estep 
Score: -7587779.500000 Penalty: 5494.386719
	Iteration 5Q: 3 clusters Score -7587780 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30511 members 
Mstep: Class 2 contains 34181 members 
Entering Unmasked Estep 
Score: -7588282.000000 Penalty: 5494.386719
	Iteration 6Q: 3 clusters Score -7588282 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 34930 members 
Entering Unmasked Estep 
Score: -7588929.500000 Penalty: 5494.386719
	Iteration 7Q: 3 clusters Score -7588930 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -7589693.000000 Penalty: 5494.386719
	Iteration 8Q: 3 clusters Score -7589693 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27198 members 
Mstep: Class 2 contains 37494 members 
Entering Unmasked Estep 
Score: -7590746.500000 Penalty: 5494.386719
	Iteration 9Q: 3 clusters Score -7590746 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -7592252.500000 Penalty: 5494.386719
	Iteration 10Q: 3 clusters Score -7592252 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -7594347.500000 Penalty: 5494.386719
	Iteration 11Q: 3 clusters Score -7594348 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 44578 members 
Entering Unmasked Estep 
Score: -7596970.000000 Penalty: 5494.386719
	Iteration 12F: 3 clusters Score -7596970 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 47541 members 
Entering Unmasked Estep 
Score: -7599994.500000 Penalty: 5494.386719
	Iteration 13F: 3 clusters Score -7599994 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 50168 members 
Entering Unmasked Estep 
Score: -7602723.500000 Penalty: 5494.386719
	Iteration 14F: 3 clusters Score -7602724 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -7604903.500000 Penalty: 5494.386719
	Iteration 15Q: 3 clusters Score -7604904 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 53779 members 
Entering Unmasked Estep 
Score: -7606518.500000 Penalty: 5494.386719
	Iteration 16Q: 3 clusters Score -7606518 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 54995 members 
Entering Unmasked Estep 
Score: -7607561.500000 Penalty: 5494.386719
	Iteration 17Q: 3 clusters Score -7607562 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 55964 members 
Entering Unmasked Estep 
Score: -7608332.000000 Penalty: 5494.386719
	Iteration 18Q: 3 clusters Score -7608332 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 56735 members 
Entering Unmasked Estep 
Score: -7608796.500000 Penalty: 5494.386719
	Iteration 19Q: 3 clusters Score -7608796 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 57381 members 
Entering Unmasked Estep 
Score: -7609114.000000 Penalty: 5494.386719
	Iteration 20F: 3 clusters Score -7609114 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 57920 members 
Entering Unmasked Estep 
Score: -7609315.500000 Penalty: 5494.386719
	Iteration 21Q: 3 clusters Score -7609316 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 58356 members 
Entering Unmasked Estep 
Score: -7609459.000000 Penalty: 5494.386719
	Iteration 22Q: 3 clusters Score -7609459 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 58756 members 
Entering Unmasked Estep 
Score: -7609570.000000 Penalty: 5494.386719
	Iteration 23Q: 3 clusters Score -7609570 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -7609713.000000 Penalty: 5494.386719
	Iteration 24Q: 3 clusters Score -7609713 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 59438 members 
Entering Unmasked Estep 
Score: -7609782.000000 Penalty: 5494.386719
	Iteration 25Q: 3 clusters Score -7609782 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 59716 members 
Entering Unmasked Estep 
Score: -7609866.000000 Penalty: 5494.386719
	Iteration 26Q: 3 clusters Score -7609866 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -7609941.000000 Penalty: 5494.386719
	Iteration 27Q: 3 clusters Score -7609941 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 60123 members 
Entering Unmasked Estep 
Score: -7609974.000000 Penalty: 5494.386719
	Iteration 28Q: 3 clusters Score -7609974 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -7610030.000000 Penalty: 5494.386719
	Iteration 29Q: 3 clusters Score -7610030 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 60475 members 
Entering Unmasked Estep 
Score: -7610080.000000 Penalty: 5494.386719
	Iteration 30Q: 3 clusters Score -7610080 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 60636 members 
Entering Unmasked Estep 
Score: -7610125.000000 Penalty: 5494.386719
	Iteration 31Q: 3 clusters Score -7610125 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 60776 members 
Entering Unmasked Estep 
Score: -7610126.500000 Penalty: 5494.386719
	Iteration 32Q: 3 clusters Score -7610126 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 60894 members 
Entering Unmasked Estep 
Score: -7610170.000000 Penalty: 5494.386719
	Iteration 33Q: 3 clusters Score -7610170 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 60992 members 
Entering Unmasked Estep 
Score: -7610178.000000 Penalty: 5494.386719
	Iteration 34Q: 3 clusters Score -7610178 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 61076 members 
Entering Unmasked Estep 
Score: -7610195.500000 Penalty: 5494.386719
	Iteration 35Q: 3 clusters Score -7610196 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 61152 members 
Entering Unmasked Estep 
Score: -7610220.000000 Penalty: 5494.386719
	Iteration 36Q: 3 clusters Score -7610220 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 61218 members 
Entering Unmasked Estep 
Score: -7610228.000000 Penalty: 5494.386719
	Iteration 37Q: 3 clusters Score -7610228 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -7610241.500000 Penalty: 5494.386719
	Iteration 38Q: 3 clusters Score -7610242 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 61333 members 
Entering Unmasked Estep 
Score: -7610246.500000 Penalty: 5494.386719
	Iteration 39Q: 3 clusters Score -7610246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 61378 members 
Entering Unmasked Estep 
Score: -7610260.000000 Penalty: 5494.386719
	Iteration 40F: 3 clusters Score -7610260 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 61425 members 
Entering Unmasked Estep 
Score: -7610264.000000 Penalty: 5494.386719
	Iteration 41Q: 3 clusters Score -7610264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 61486 members 
Entering Unmasked Estep 
Score: -7610260.000000 Penalty: 5494.386719
	Iteration 42Q: 3 clusters Score -7610260 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 61544 members 
Entering Unmasked Estep 
Score: -7610294.000000 Penalty: 5494.386719
	Iteration 43Q: 3 clusters Score -7610294 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 61603 members 
Entering Unmasked Estep 
Score: -7610296.000000 Penalty: 5494.386719
	Iteration 44Q: 3 clusters Score -7610296 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 61659 members 
Entering Unmasked Estep 
Score: -7610297.000000 Penalty: 5494.386719
	Iteration 45Q: 3 clusters Score -7610297 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 61700 members 
Entering Unmasked Estep 
Score: -7610307.500000 Penalty: 5494.386719
	Iteration 46Q: 3 clusters Score -7610308 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 61745 members 
Entering Unmasked Estep 
Score: -7610330.500000 Penalty: 5494.386719
	Iteration 47Q: 3 clusters Score -7610330 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 61784 members 
Entering Unmasked Estep 
Score: -7610348.500000 Penalty: 5494.386719
	Iteration 48Q: 3 clusters Score -7610348 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 61823 members 
Entering Unmasked Estep 
Score: -7610359.000000 Penalty: 5494.386719
	Iteration 49Q: 3 clusters Score -7610359 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 61844 members 
Entering Unmasked Estep 
Score: -7610357.000000 Penalty: 5494.386719
	Iteration 50Q: 3 clusters Score -7610357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 61859 members 
Entering Unmasked Estep 
Score: -7610374.000000 Penalty: 5494.386719
	Iteration 51Q: 3 clusters Score -7610374 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 61879 members 
Entering Unmasked Estep 
Score: -7610376.000000 Penalty: 5494.386719
	Iteration 52Q: 3 clusters Score -7610376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 61895 members 
Entering Unmasked Estep 
Score: -7610375.500000 Penalty: 5494.386719
	Iteration 53Q: 3 clusters Score -7610376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 61913 members 
Entering Unmasked Estep 
Score: -7610365.500000 Penalty: 5494.386719
	Iteration 54Q: 3 clusters Score -7610366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 61933 members 
Entering Unmasked Estep 
Score: -7610363.000000 Penalty: 5494.386719
	Iteration 55Q: 3 clusters Score -7610363 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 61941 members 
Entering Unmasked Estep 
Score: -7610363.500000 Penalty: 5494.386719
	Iteration 56Q: 3 clusters Score -7610364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -7610366.000000 Penalty: 5494.386719
	Iteration 57Q: 3 clusters Score -7610366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 61959 members 
Entering Unmasked Estep 
Score: -7610369.500000 Penalty: 5494.386719
	Iteration 58Q: 3 clusters Score -7610370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 61967 members 
Entering Unmasked Estep 
Score: -7610365.000000 Penalty: 5494.386719
	Iteration 59Q: 3 clusters Score -7610365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 61972 members 
Entering Unmasked Estep 
Score: -7610369.000000 Penalty: 5494.386719
	Iteration 60F: 3 clusters Score -7610369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 61976 members 
Entering Unmasked Estep 
Score: -7610380.000000 Penalty: 5494.386719
	Iteration 61Q: 3 clusters Score -7610380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 61981 members 
Entering Unmasked Estep 
Score: -7610388.500000 Penalty: 5494.386719
	Iteration 62Q: 3 clusters Score -7610388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 61989 members 
Entering Unmasked Estep 
Score: -7610379.500000 Penalty: 5494.386719
	Iteration 63Q: 3 clusters Score -7610380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 61992 members 
Entering Unmasked Estep 
Score: -7610382.000000 Penalty: 5494.386719
	Iteration 64Q: 3 clusters Score -7610382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 62001 members 
Entering Unmasked Estep 
Score: -7610384.500000 Penalty: 5494.386719
	Iteration 65Q: 3 clusters Score -7610384 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 62016 members 
Entering Unmasked Estep 
Score: -7610376.000000 Penalty: 5494.386719
	Iteration 66Q: 3 clusters Score -7610376 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 62029 members 
Entering Unmasked Estep 
Score: -7610391.500000 Penalty: 5494.386719
	Iteration 67Q: 3 clusters Score -7610392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 62045 members 
Entering Unmasked Estep 
Score: -7610402.500000 Penalty: 5494.386719
	Iteration 68Q: 3 clusters Score -7610402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -7610409.500000 Penalty: 5494.386719
	Iteration 69Q: 3 clusters Score -7610410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -7610406.000000 Penalty: 5494.386719
	Iteration 70Q: 3 clusters Score -7610406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 62097 members 
Entering Unmasked Estep 
Score: -7610407.000000 Penalty: 5494.386719
	Iteration 71Q: 3 clusters Score -7610407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 62110 members 
Entering Unmasked Estep 
Score: -7610413.000000 Penalty: 5494.386719
	Iteration 72Q: 3 clusters Score -7610413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 62121 members 
Entering Unmasked Estep 
Score: -7610429.000000 Penalty: 5494.386719
	Iteration 73Q: 3 clusters Score -7610429 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 62134 members 
Entering Unmasked Estep 
Score: -7610429.000000 Penalty: 5494.386719
	Iteration 74Q: 3 clusters Score -7610429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 62149 members 
Entering Unmasked Estep 
Score: -7610437.000000 Penalty: 5494.386719
	Iteration 75Q: 3 clusters Score -7610437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -7610441.500000 Penalty: 5494.386719
	Iteration 76Q: 3 clusters Score -7610442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 62181 members 
Entering Unmasked Estep 
Score: -7610457.000000 Penalty: 5494.386719
	Iteration 77Q: 3 clusters Score -7610457 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 62194 members 
Entering Unmasked Estep 
Score: -7610447.000000 Penalty: 5494.386719
	Iteration 78Q: 3 clusters Score -7610447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 62208 members 
Entering Unmasked Estep 
Score: -7610432.000000 Penalty: 5494.386719
	Iteration 79Q: 3 clusters Score -7610432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 62219 members 
Entering Unmasked Estep 
Score: -7610445.000000 Penalty: 5494.386719
	Iteration 80F: 3 clusters Score -7610445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 62230 members 
Entering Unmasked Estep 
Score: -7610450.500000 Penalty: 5494.386719
	Iteration 81Q: 3 clusters Score -7610450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 62239 members 
Entering Unmasked Estep 
Score: -7610460.500000 Penalty: 5494.386719
	Iteration 82Q: 3 clusters Score -7610460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -7610458.000000 Penalty: 5494.386719
	Iteration 83Q: 3 clusters Score -7610458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 62256 members 
Entering Unmasked Estep 
Score: -7610462.000000 Penalty: 5494.386719
	Iteration 84Q: 3 clusters Score -7610462 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -7610477.000000 Penalty: 5494.386719
	Iteration 85Q: 3 clusters Score -7610477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 62274 members 
Entering Unmasked Estep 
Score: -7610477.500000 Penalty: 5494.386719
	Iteration 86Q: 3 clusters Score -7610478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 62287 members 
Entering Unmasked Estep 
Score: -7610473.500000 Penalty: 5494.386719
	Iteration 87Q: 3 clusters Score -7610474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -7610476.000000 Penalty: 5494.386719
	Iteration 88Q: 3 clusters Score -7610476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 62302 members 
Entering Unmasked Estep 
Score: -7610476.000000 Penalty: 5494.386719
	Iteration 89Q: 3 clusters Score -7610476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 62311 members 
Entering Unmasked Estep 
Score: -7610481.500000 Penalty: 5494.386719
	Iteration 90Q: 3 clusters Score -7610482 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 62320 members 
Entering Unmasked Estep 
Score: -7610472.500000 Penalty: 5494.386719
	Iteration 91Q: 3 clusters Score -7610472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 62331 members 
Entering Unmasked Estep 
Score: -7610475.500000 Penalty: 5494.386719
	Iteration 92Q: 3 clusters Score -7610476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 62338 members 
Entering Unmasked Estep 
Score: -7610476.000000 Penalty: 5494.386719
	Iteration 93Q: 3 clusters Score -7610476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -7610476.000000 Penalty: 5494.386719
	Iteration 94Q: 3 clusters Score -7610476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -7610478.500000 Penalty: 5494.386719
	Iteration 95Q: 3 clusters Score -7610478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 62354 members 
Entering Unmasked Estep 
Score: -7610474.000000 Penalty: 5494.386719
	Iteration 96Q: 3 clusters Score -7610474 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 62359 members 
Entering Unmasked Estep 
Score: -7610480.000000 Penalty: 5494.386719
	Iteration 97Q: 3 clusters Score -7610480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 62363 members 
Entering Unmasked Estep 
Score: -7610477.000000 Penalty: 5494.386719
	Iteration 98Q: 3 clusters Score -7610477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -7610484.500000 Penalty: 5494.386719
	Iteration 99Q: 3 clusters Score -7610484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 62371 members 
Entering Unmasked Estep 
Score: -7610480.500000 Penalty: 5494.386719
	Iteration 100F: 3 clusters Score -7610480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 62373 members 
Entering Unmasked Estep 
Score: -7610478.500000 Penalty: 5494.386719
	Iteration 101Q: 3 clusters Score -7610478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 62377 members 
Entering Unmasked Estep 
Score: -7610485.000000 Penalty: 5494.386719
	Iteration 102Q: 3 clusters Score -7610485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 62383 members 
Entering Unmasked Estep 
Score: -7610483.500000 Penalty: 5494.386719
	Iteration 103Q: 3 clusters Score -7610484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -7610483.500000 Penalty: 5494.386719
	Iteration 104Q: 3 clusters Score -7610484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 62392 members 
Entering Unmasked Estep 
Score: -7610491.000000 Penalty: 5494.386719
	Iteration 105Q: 3 clusters Score -7610491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 62395 members 
Entering Unmasked Estep 
Score: -7610485.500000 Penalty: 5494.386719
	Iteration 106Q: 3 clusters Score -7610486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 62396 members 
Entering Unmasked Estep 
Score: -7610498.000000 Penalty: 5494.386719
	Iteration 107Q: 3 clusters Score -7610498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 62400 members 
Entering Unmasked Estep 
Score: -7610498.500000 Penalty: 5494.386719
	Iteration 108Q: 3 clusters Score -7610498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 62403 members 
Entering Unmasked Estep 
Score: -7610500.000000 Penalty: 5494.386719
	Iteration 109Q: 3 clusters Score -7610500 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -7610496.000000 Penalty: 5494.386719
	Iteration 110Q: 3 clusters Score -7610496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -7610496.000000 Penalty: 5494.386719
	Iteration 111F: 3 clusters Score -7610496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 19958 members 
Mstep: Class 4 contains 182750 members 
Mstep: Class 5 contains 7146 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15057 members 
Mstep: Class 8 contains 202015 members 
Mstep: Class 13 contains 156309 members 
Mstep: Class 16 contains 20852 members 
Mstep: Class 19 contains 64692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107776.000000 Penalty: 36654.218750
Iteration 119Q: 12 clusters Score -8.110778e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 19879 members 
Mstep: Class 4 contains 183809 members 
Mstep: Class 5 contains 7127 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15046 members 
Mstep: Class 8 contains 201135 members 
Mstep: Class 13 contains 156219 members 
Mstep: Class 16 contains 20850 members 
Mstep: Class 19 contains 64665 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 12 clusters Score -8.110802e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 19815 members 
Mstep: Class 4 contains 184834 members 
Mstep: Class 5 contains 7117 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15018 members 
Mstep: Class 8 contains 200206 members 
Mstep: Class 13 contains 156198 members 
Mstep: Class 16 contains 20848 members 
Mstep: Class 19 contains 64633 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 121Q: 12 clusters Score -8.110798e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 19754 members 
Mstep: Class 4 contains 185814 members 
Mstep: Class 5 contains 7103 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14997 members 
Mstep: Class 8 contains 199248 members 
Mstep: Class 13 contains 156210 members 
Mstep: Class 16 contains 20848 members 
Mstep: Class 19 contains 64641 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 122Q: 12 clusters Score -8.11083e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 19698 members 
Mstep: Class 4 contains 186674 members 
Mstep: Class 5 contains 7086 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14979 members 
Mstep: Class 8 contains 198406 members 
Mstep: Class 13 contains 156239 members 
Mstep: Class 16 contains 20840 members 
Mstep: Class 19 contains 64651 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 123Q: 12 clusters Score -8.110845e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 19627 members 
Mstep: Class 4 contains 187475 members 
Mstep: Class 5 contains 7067 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14959 members 
Mstep: Class 8 contains 197614 members 
Mstep: Class 13 contains 156300 members 
Mstep: Class 16 contains 20843 members 
Mstep: Class 19 contains 64636 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 124Q: 12 clusters Score -8.110883e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 19557 members 
Mstep: Class 4 contains 188211 members 
Mstep: Class 5 contains 7050 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14932 members 
Mstep: Class 8 contains 196835 members 
Mstep: Class 13 contains 156451 members 
Mstep: Class 16 contains 20843 members 
Mstep: Class 19 contains 64597 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 125Q: 12 clusters Score -8.110899e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12903 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 19509 members 
Mstep: Class 4 contains 188822 members 
Mstep: Class 5 contains 7038 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14910 members 
Mstep: Class 8 contains 196184 members 
Mstep: Class 13 contains 156597 members 
Mstep: Class 16 contains 20840 members 
Mstep: Class 19 contains 64554 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 126Q: 12 clusters Score -8.110889e+07 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 19470 members 
Mstep: Class 4 contains 189358 members 
Mstep: Class 5 contains 7031 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14888 members 
Mstep: Class 8 contains 195559 members 
Mstep: Class 13 contains 156739 members 
Mstep: Class 16 contains 20843 members 
Mstep: Class 19 contains 64538 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 127Q: 12 clusters Score -8.110897e+07 nChanged 1528
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 19400 members 
Mstep: Class 4 contains 189859 members 
Mstep: Class 5 contains 7026 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14882 members 
Mstep: Class 8 contains 195016 members 
Mstep: Class 13 contains 156861 members 
Mstep: Class 16 contains 20848 members 
Mstep: Class 19 contains 64525 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 128Q: 12 clusters Score -8.110917e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 19330 members 
Mstep: Class 4 contains 190300 members 
Mstep: Class 5 contains 7023 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14869 members 
Mstep: Class 8 contains 194509 members 
Mstep: Class 13 contains 156998 members 
Mstep: Class 16 contains 20851 members 
Mstep: Class 19 contains 64509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109104.000000 Penalty: 36654.218750
Iteration 129Q: 12 clusters Score -8.11091e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12993 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 19258 members 
Mstep: Class 4 contains 190681 members 
Mstep: Class 5 contains 7020 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14880 members 
Mstep: Class 8 contains 194047 members 
Mstep: Class 13 contains 157138 members 
Mstep: Class 16 contains 20856 members 
Mstep: Class 19 contains 64481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109112.000000 Penalty: 36654.218750
Iteration 130Q: 12 clusters Score -8.110911e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 19185 members 
Mstep: Class 4 contains 190984 members 
Mstep: Class 5 contains 7014 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14901 members 
Mstep: Class 8 contains 193639 members 
Mstep: Class 13 contains 157282 members 
Mstep: Class 16 contains 20856 members 
Mstep: Class 19 contains 64447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109432.000000 Penalty: 36654.218750
Iteration 131Q: 12 clusters Score -8.110943e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 19104 members 
Mstep: Class 4 contains 191280 members 
Mstep: Class 5 contains 7009 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14931 members 
Mstep: Class 8 contains 193234 members 
Mstep: Class 13 contains 157447 members 
Mstep: Class 16 contains 20855 members 
Mstep: Class 19 contains 64413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109512.000000 Penalty: 36654.218750
Iteration 132Q: 12 clusters Score -8.110951e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 19025 members 
Mstep: Class 4 contains 191548 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14949 members 
Mstep: Class 8 contains 192838 members 
Mstep: Class 13 contains 157625 members 
Mstep: Class 16 contains 20851 members 
Mstep: Class 19 contains 64398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109520.000000 Penalty: 36654.218750
Iteration 133Q: 12 clusters Score -8.110952e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 18944 members 
Mstep: Class 4 contains 191754 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 14974 members 
Mstep: Class 8 contains 192420 members 
Mstep: Class 13 contains 157891 members 
Mstep: Class 16 contains 20848 members 
Mstep: Class 19 contains 64379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109432.000000 Penalty: 36654.218750
Iteration 134Q: 12 clusters Score -8.110943e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 18873 members 
Mstep: Class 4 contains 191919 members 
Mstep: Class 5 contains 7007 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15006 members 
Mstep: Class 8 contains 192036 members 
Mstep: Class 13 contains 158147 members 
Mstep: Class 16 contains 20842 members 
Mstep: Class 19 contains 64375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109544.000000 Penalty: 36654.218750
Iteration 135Q: 12 clusters Score -8.110954e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13162 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 18797 members 
Mstep: Class 4 contains 192014 members 
Mstep: Class 5 contains 7006 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15030 members 
Mstep: Class 8 contains 191718 members 
Mstep: Class 13 contains 158417 members 
Mstep: Class 16 contains 20843 members 
Mstep: Class 19 contains 64360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109856.000000 Penalty: 36654.218750
Iteration 136Q: 12 clusters Score -8.110986e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 18737 members 
Mstep: Class 4 contains 192089 members 
Mstep: Class 5 contains 7006 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15057 members 
Mstep: Class 8 contains 191418 members 
Mstep: Class 13 contains 158667 members 
Mstep: Class 16 contains 20842 members 
Mstep: Class 19 contains 64349 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109912.000000 Penalty: 36654.218750
Iteration 137Q: 12 clusters Score -8.110991e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 18671 members 
Mstep: Class 4 contains 192143 members 
Mstep: Class 5 contains 7005 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15093 members 
Mstep: Class 8 contains 191163 members 
Mstep: Class 13 contains 158889 members 
Mstep: Class 16 contains 20845 members 
Mstep: Class 19 contains 64345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109936.000000 Penalty: 36654.218750
Iteration 138Q: 12 clusters Score -8.110994e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 18614 members 
Mstep: Class 4 contains 192145 members 
Mstep: Class 5 contains 7003 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15120 members 
Mstep: Class 8 contains 190989 members 
Mstep: Class 13 contains 159084 members 
Mstep: Class 16 contains 20851 members 
Mstep: Class 19 contains 64336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81109960.000000 Penalty: 36654.218750
Iteration 139Q: 12 clusters Score -8.110996e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 18562 members 
Mstep: Class 4 contains 192149 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15142 members 
Mstep: Class 8 contains 190829 members 
Mstep: Class 13 contains 159257 members 
Mstep: Class 16 contains 20858 members 
Mstep: Class 19 contains 64340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110088.000000 Penalty: 36654.218750
Iteration 140F: 12 clusters Score -8.111009e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 18512 members 
Mstep: Class 4 contains 192152 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15172 members 
Mstep: Class 8 contains 190698 members 
Mstep: Class 13 contains 159395 members 
Mstep: Class 16 contains 20861 members 
Mstep: Class 19 contains 64348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110208.000000 Penalty: 36654.218750
Iteration 141Q: 12 clusters Score -8.111021e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 18445 members 
Mstep: Class 4 contains 192110 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15185 members 
Mstep: Class 8 contains 190655 members 
Mstep: Class 13 contains 159551 members 
Mstep: Class 16 contains 20859 members 
Mstep: Class 19 contains 64336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110248.000000 Penalty: 36654.218750
Iteration 142Q: 12 clusters Score -8.111025e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 18390 members 
Mstep: Class 4 contains 192046 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15193 members 
Mstep: Class 8 contains 190629 members 
Mstep: Class 13 contains 159701 members 
Mstep: Class 16 contains 20859 members 
Mstep: Class 19 contains 64324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110352.000000 Penalty: 36654.218750
Iteration 143Q: 12 clusters Score -8.111035e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 18337 members 
Mstep: Class 4 contains 192006 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15224 members 
Mstep: Class 8 contains 190575 members 
Mstep: Class 13 contains 159842 members 
Mstep: Class 16 contains 20860 members 
Mstep: Class 19 contains 64314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110616.000000 Penalty: 36654.218750
Iteration 144Q: 12 clusters Score -8.111062e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 18295 members 
Mstep: Class 4 contains 191985 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15260 members 
Mstep: Class 8 contains 190513 members 
Mstep: Class 13 contains 159967 members 
Mstep: Class 16 contains 20859 members 
Mstep: Class 19 contains 64296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110592.000000 Penalty: 36654.218750
Iteration 145Q: 12 clusters Score -8.111059e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 18243 members 
Mstep: Class 4 contains 191939 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15287 members 
Mstep: Class 8 contains 190443 members 
Mstep: Class 13 contains 160127 members 
Mstep: Class 16 contains 20857 members 
Mstep: Class 19 contains 64291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110560.000000 Penalty: 36654.218750
Iteration 146Q: 12 clusters Score -8.111056e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 18189 members 
Mstep: Class 4 contains 191867 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15332 members 
Mstep: Class 8 contains 190407 members 
Mstep: Class 13 contains 160260 members 
Mstep: Class 16 contains 20858 members 
Mstep: Class 19 contains 64278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110440.000000 Penalty: 36654.218750
Iteration 147Q: 12 clusters Score -8.111044e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 18133 members 
Mstep: Class 4 contains 191777 members 
Mstep: Class 5 contains 7001 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15356 members 
Mstep: Class 8 contains 190374 members 
Mstep: Class 13 contains 160438 members 
Mstep: Class 16 contains 20862 members 
Mstep: Class 19 contains 64258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110424.000000 Penalty: 36654.218750
Iteration 148Q: 12 clusters Score -8.111042e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 18079 members 
Mstep: Class 4 contains 191702 members 
Mstep: Class 5 contains 7000 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15381 members 
Mstep: Class 8 contains 190315 members 
Mstep: Class 13 contains 160633 members 
Mstep: Class 16 contains 20864 members 
Mstep: Class 19 contains 64241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110456.000000 Penalty: 36654.218750
Iteration 149Q: 12 clusters Score -8.111046e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 18026 members 
Mstep: Class 4 contains 191606 members 
Mstep: Class 5 contains 7000 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15402 members 
Mstep: Class 8 contains 190269 members 
Mstep: Class 13 contains 160845 members 
Mstep: Class 16 contains 20856 members 
Mstep: Class 19 contains 64227 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110528.000000 Penalty: 36654.218750
Iteration 150Q: 12 clusters Score -8.111053e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17984 members 
Mstep: Class 4 contains 191532 members 
Mstep: Class 5 contains 7000 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15441 members 
Mstep: Class 8 contains 190205 members 
Mstep: Class 13 contains 161039 members 
Mstep: Class 16 contains 20854 members 
Mstep: Class 19 contains 64207 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110536.000000 Penalty: 36654.218750
Iteration 151Q: 12 clusters Score -8.111054e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17954 members 
Mstep: Class 4 contains 191471 members 
Mstep: Class 5 contains 7000 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15490 members 
Mstep: Class 8 contains 190134 members 
Mstep: Class 13 contains 161216 members 
Mstep: Class 16 contains 20850 members 
Mstep: Class 19 contains 64189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110344.000000 Penalty: 36654.218750
Iteration 152Q: 12 clusters Score -8.111034e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17916 members 
Mstep: Class 4 contains 191391 members 
Mstep: Class 5 contains 7000 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15520 members 
Mstep: Class 8 contains 190085 members 
Mstep: Class 13 contains 161421 members 
Mstep: Class 16 contains 20854 members 
Mstep: Class 19 contains 64156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110272.000000 Penalty: 36654.218750
Iteration 153Q: 12 clusters Score -8.111027e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 17877 members 
Mstep: Class 4 contains 191332 members 
Mstep: Class 5 contains 6999 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15552 members 
Mstep: Class 8 contains 189970 members 
Mstep: Class 13 contains 161666 members 
Mstep: Class 16 contains 20860 members 
Mstep: Class 19 contains 64133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110408.000000 Penalty: 36654.218750
Iteration 154Q: 12 clusters Score -8.111041e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 17836 members 
Mstep: Class 4 contains 191262 members 
Mstep: Class 5 contains 6998 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15594 members 
Mstep: Class 8 contains 189906 members 
Mstep: Class 13 contains 161848 members 
Mstep: Class 16 contains 20869 members 
Mstep: Class 19 contains 64116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110416.000000 Penalty: 36654.218750
Iteration 155Q: 12 clusters Score -8.111042e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 17800 members 
Mstep: Class 4 contains 191200 members 
Mstep: Class 5 contains 6997 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15662 members 
Mstep: Class 8 contains 189796 members 
Mstep: Class 13 contains 162023 members 
Mstep: Class 16 contains 20873 members 
Mstep: Class 19 contains 64110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110472.000000 Penalty: 36654.218750
Iteration 156Q: 12 clusters Score -8.111047e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 17764 members 
Mstep: Class 4 contains 191135 members 
Mstep: Class 5 contains 6995 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15726 members 
Mstep: Class 8 contains 189691 members 
Mstep: Class 13 contains 162203 members 
Mstep: Class 16 contains 20878 members 
Mstep: Class 19 contains 64101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110392.000000 Penalty: 36654.218750
Iteration 157Q: 12 clusters Score -8.111039e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17745 members 
Mstep: Class 4 contains 191014 members 
Mstep: Class 5 contains 6993 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15798 members 
Mstep: Class 8 contains 189621 members 
Mstep: Class 13 contains 162384 members 
Mstep: Class 16 contains 20879 members 
Mstep: Class 19 contains 64067 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 158Q: 12 clusters Score -8.111036e+07 nChanged 973
Entering ConstructFrom: 
Score: -81110360.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (12845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Entering Unmasked Estep 
Score: -1542564.250000 Penalty: 2346.255859
	Iteration 0F: 2 clusters Score -1542564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1533154.625000 Penalty: 4692.511719
	Iteration 0F: 3 clusters Score -1533155 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1536048.750000 Penalty: 4692.511719
	Iteration 1F: 3 clusters Score -1536049 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1536409.375000 Penalty: 4692.511719
	Iteration 2F: 3 clusters Score -1536409 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1536788.125000 Penalty: 4692.511719
	Iteration 3F: 3 clusters Score -1536788 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1537258.125000 Penalty: 4692.511719
	Iteration 4F: 3 clusters Score -1537258 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1537902.125000 Penalty: 4692.511719
	Iteration 5F: 3 clusters Score -1537902 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1538654.500000 Penalty: 4692.511719
	Iteration 6F: 3 clusters Score -1538654 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1539446.625000 Penalty: 4692.511719
	Iteration 7F: 3 clusters Score -1539447 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1540208.000000 Penalty: 4692.511719
	Iteration 8F: 3 clusters Score -1540208 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1540837.625000 Penalty: 4692.511719
	Iteration 9F: 3 clusters Score -1540838 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1541216.500000 Penalty: 4692.511719
	Iteration 10Q: 3 clusters Score -1541216 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1541402.500000 Penalty: 4692.511719
	Iteration 11Q: 3 clusters Score -1541402 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1541496.625000 Penalty: 4692.511719
	Iteration 12Q: 3 clusters Score -1541497 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -1541541.625000 Penalty: 4692.511719
	Iteration 13Q: 3 clusters Score -1541542 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1541564.250000 Penalty: 4692.511719
	Iteration 14Q: 3 clusters Score -1541564 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1541577.375000 Penalty: 4692.511719
	Iteration 15Q: 3 clusters Score -1541577 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1541581.500000 Penalty: 4692.511719
	Iteration 16Q: 3 clusters Score -1541582 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1541590.875000 Penalty: 4692.511719
	Iteration 17Q: 3 clusters Score -1541591 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1541589.875000 Penalty: 4692.511719
	Iteration 18Q: 3 clusters Score -1541590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1541588.750000 Penalty: 4692.511719
	Iteration 19Q: 3 clusters Score -1541589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1541589.125000 Penalty: 4692.511719
	Iteration 20F: 3 clusters Score -1541589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -1541589.875000 Penalty: 4692.511719
	Iteration 21Q: 3 clusters Score -1541590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1541588.875000 Penalty: 4692.511719
	Iteration 22Q: 3 clusters Score -1541589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1541588.875000 Penalty: 4692.511719
	Iteration 23F: 3 clusters Score -1541589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Entering Unmasked Estep 
Score: -293109.187500 Penalty: 1950.185547
	Iteration 0F: 2 clusters Score -293109.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -290101.437500 Penalty: 3900.371094
	Iteration 0F: 3 clusters Score -290101.4 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290679.218750 Penalty: 3900.371094
	Iteration 1F: 3 clusters Score -290679.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -290876.562500 Penalty: 3900.371094
	Iteration 2F: 3 clusters Score -290876.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -291003.187500 Penalty: 3900.371094
	Iteration 3F: 3 clusters Score -291003.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -291074.468750 Penalty: 3900.371094
	Iteration 4Q: 3 clusters Score -291074.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -291119.875000 Penalty: 3900.371094
	Iteration 5Q: 3 clusters Score -291119.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -291157.531250 Penalty: 3900.371094
	Iteration 6Q: 3 clusters Score -291157.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -291188.625000 Penalty: 3900.371094
	Iteration 7Q: 3 clusters Score -291188.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -291212.437500 Penalty: 3900.371094
	Iteration 8Q: 3 clusters Score -291212.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -291231.312500 Penalty: 3900.371094
	Iteration 9Q: 3 clusters Score -291231.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -291246.000000 Penalty: 3900.371094
	Iteration 10Q: 3 clusters Score -291246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -291255.625000 Penalty: 3900.371094
	Iteration 11Q: 3 clusters Score -291255.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -291264.875000 Penalty: 3900.371094
	Iteration 12Q: 3 clusters Score -291264.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -291274.250000 Penalty: 3900.371094
	Iteration 13Q: 3 clusters Score -291274.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -291282.218750 Penalty: 3900.371094
	Iteration 14Q: 3 clusters Score -291282.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -291286.750000 Penalty: 3900.371094
	Iteration 15Q: 3 clusters Score -291286.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -291291.343750 Penalty: 3900.371094
	Iteration 16Q: 3 clusters Score -291291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -291292.937500 Penalty: 3900.371094
	Iteration 17Q: 3 clusters Score -291292.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -291293.156250 Penalty: 3900.371094
	Iteration 18Q: 3 clusters Score -291293.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -291294.125000 Penalty: 3900.371094
	Iteration 19Q: 3 clusters Score -291294.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -291295.906250 Penalty: 3900.371094
	Iteration 20F: 3 clusters Score -291295.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -291297.500000 Penalty: 3900.371094
	Iteration 21Q: 3 clusters Score -291297.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -291299.812500 Penalty: 3900.371094
	Iteration 22Q: 3 clusters Score -291299.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -291303.468750 Penalty: 3900.371094
	Iteration 23Q: 3 clusters Score -291303.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -291306.500000 Penalty: 3900.371094
	Iteration 24Q: 3 clusters Score -291306.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -291308.906250 Penalty: 3900.371094
	Iteration 25Q: 3 clusters Score -291308.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -291310.906250 Penalty: 3900.371094
	Iteration 26Q: 3 clusters Score -291310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -291314.625000 Penalty: 3900.371094
	Iteration 27Q: 3 clusters Score -291314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -291316.187500 Penalty: 3900.371094
	Iteration 28Q: 3 clusters Score -291316.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -291321.187500 Penalty: 3900.371094
	Iteration 29Q: 3 clusters Score -291321.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -291328.531250 Penalty: 3900.371094
	Iteration 30Q: 3 clusters Score -291328.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -291334.843750 Penalty: 3900.371094
	Iteration 31Q: 3 clusters Score -291334.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -291337.906250 Penalty: 3900.371094
	Iteration 32Q: 3 clusters Score -291337.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -291341.031250 Penalty: 3900.371094
	Iteration 33Q: 3 clusters Score -291341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -291345.000000 Penalty: 3900.371094
	Iteration 34Q: 3 clusters Score -291345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -291347.218750 Penalty: 3900.371094
	Iteration 35Q: 3 clusters Score -291347.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291350.906250 Penalty: 3900.371094
	Iteration 36Q: 3 clusters Score -291350.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -291358.187500 Penalty: 3900.371094
	Iteration 37Q: 3 clusters Score -291358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -291366.312500 Penalty: 3900.371094
	Iteration 38Q: 3 clusters Score -291366.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -291376.718750 Penalty: 3900.371094
	Iteration 39Q: 3 clusters Score -291376.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -291385.218750 Penalty: 3900.371094
	Iteration 40F: 3 clusters Score -291385.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -291389.500000 Penalty: 3900.371094
	Iteration 41Q: 3 clusters Score -291389.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291392.906250 Penalty: 3900.371094
	Iteration 42Q: 3 clusters Score -291392.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291395.000000 Penalty: 3900.371094
	Iteration 43Q: 3 clusters Score -291395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291397.843750 Penalty: 3900.371094
	Iteration 44Q: 3 clusters Score -291397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -291398.218750 Penalty: 3900.371094
	Iteration 45Q: 3 clusters Score -291398.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -291398.875000 Penalty: 3900.371094
	Iteration 46Q: 3 clusters Score -291398.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -291398.687500 Penalty: 3900.371094
	Iteration 47Q: 3 clusters Score -291398.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -291398.625000 Penalty: 3900.371094
	Iteration 48Q: 3 clusters Score -291398.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -291399.500000 Penalty: 3900.371094
	Iteration 49Q: 3 clusters Score -291399.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -291400.062500 Penalty: 3900.371094
	Iteration 50Q: 3 clusters Score -291400.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -291400.125000 Penalty: 3900.371094
	Iteration 51Q: 3 clusters Score -291400.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -291400.125000 Penalty: 3900.371094
	Iteration 52F: 3 clusters Score -291400.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Entering Unmasked Estep 
Score: -2187602.000000 Penalty: 2426.159424
	Iteration 0F: 2 clusters Score -2187602 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -2174920.250000 Penalty: 4852.318848
	Iteration 0F: 3 clusters Score -2174920 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2179134.750000 Penalty: 4852.318848
	Iteration 1F: 3 clusters Score -2179135 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2179464.250000 Penalty: 4852.318848
	Iteration 2F: 3 clusters Score -2179464 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -2179668.250000 Penalty: 4852.318848
	Iteration 3Q: 3 clusters Score -2179668 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2179820.000000 Penalty: 4852.318848
	Iteration 4Q: 3 clusters Score -2179820 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2179923.000000 Penalty: 4852.318848
	Iteration 5Q: 3 clusters Score -2179923 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2180007.000000 Penalty: 4852.318848
	Iteration 6Q: 3 clusters Score -2180007 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -2180083.500000 Penalty: 4852.318848
	Iteration 7Q: 3 clusters Score -2180084 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2180156.750000 Penalty: 4852.318848
	Iteration 8Q: 3 clusters Score -2180157 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -2180248.750000 Penalty: 4852.318848
	Iteration 9Q: 3 clusters Score -2180249 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2180338.000000 Penalty: 4852.318848
	Iteration 10Q: 3 clusters Score -2180338 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2180464.750000 Penalty: 4852.318848
	Iteration 11Q: 3 clusters Score -2180465 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2180610.500000 Penalty: 4852.318848
	Iteration 12Q: 3 clusters Score -2180610 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2180835.000000 Penalty: 4852.318848
	Iteration 13Q: 3 clusters Score -2180835 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -2181114.500000 Penalty: 4852.318848
	Iteration 14Q: 3 clusters Score -2181114 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2181468.750000 Penalty: 4852.318848
	Iteration 15Q: 3 clusters Score -2181469 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2181925.000000 Penalty: 4852.318848
	Iteration 16Q: 3 clusters Score -2181925 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2182484.250000 Penalty: 4852.318848
	Iteration 17Q: 3 clusters Score -2182484 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2183051.000000 Penalty: 4852.318848
	Iteration 18Q: 3 clusters Score -2183051 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2183579.500000 Penalty: 4852.318848
	Iteration 19Q: 3 clusters Score -2183580 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2184060.250000 Penalty: 4852.318848
	Iteration 20F: 3 clusters Score -2184060 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2184426.500000 Penalty: 4852.318848
	Iteration 21Q: 3 clusters Score -2184426 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2184718.000000 Penalty: 4852.318848
	Iteration 22Q: 3 clusters Score -2184718 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2184938.500000 Penalty: 4852.318848
	Iteration 23Q: 3 clusters Score -2184938 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2185092.250000 Penalty: 4852.318848
	Iteration 24Q: 3 clusters Score -2185092 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2185211.750000 Penalty: 4852.318848
	Iteration 25Q: 3 clusters Score -2185212 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2185280.500000 Penalty: 4852.318848
	Iteration 26Q: 3 clusters Score -2185280 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2185336.250000 Penalty: 4852.318848
	Iteration 27Q: 3 clusters Score -2185336 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2185369.500000 Penalty: 4852.318848
	Iteration 28Q: 3 clusters Score -2185370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2185405.250000 Penalty: 4852.318848
	Iteration 29Q: 3 clusters Score -2185405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2185428.000000 Penalty: 4852.318848
	Iteration 30Q: 3 clusters Score -2185428 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 17209 members 
Entering Unmasked Estep 
Score: -2185437.500000 Penalty: 4852.318848
	Iteration 31Q: 3 clusters Score -2185438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2185439.750000 Penalty: 4852.318848
	Iteration 32Q: 3 clusters Score -2185440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2185448.500000 Penalty: 4852.318848
	Iteration 33Q: 3 clusters Score -2185448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2185456.500000 Penalty: 4852.318848
	Iteration 34Q: 3 clusters Score -2185456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2185463.000000 Penalty: 4852.318848
	Iteration 35Q: 3 clusters Score -2185463 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2185470.500000 Penalty: 4852.318848
	Iteration 36Q: 3 clusters Score -2185470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2185476.500000 Penalty: 4852.318848
	Iteration 37Q: 3 clusters Score -2185476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2185484.000000 Penalty: 4852.318848
	Iteration 38Q: 3 clusters Score -2185484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2185488.750000 Penalty: 4852.318848
	Iteration 39Q: 3 clusters Score -2185489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2185490.000000 Penalty: 4852.318848
	Iteration 40F: 3 clusters Score -2185490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -2185496.750000 Penalty: 4852.318848
	Iteration 41Q: 3 clusters Score -2185497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -2185497.000000 Penalty: 4852.318848
	Iteration 42Q: 3 clusters Score -2185497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2185497.750000 Penalty: 4852.318848
	Iteration 43Q: 3 clusters Score -2185498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2185497.500000 Penalty: 4852.318848
	Iteration 44Q: 3 clusters Score -2185498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2185500.250000 Penalty: 4852.318848
	Iteration 45Q: 3 clusters Score -2185500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2185503.000000 Penalty: 4852.318848
	Iteration 46Q: 3 clusters Score -2185503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2185504.250000 Penalty: 4852.318848
	Iteration 47Q: 3 clusters Score -2185504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2185508.500000 Penalty: 4852.318848
	Iteration 48Q: 3 clusters Score -2185508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2185507.500000 Penalty: 4852.318848
	Iteration 49Q: 3 clusters Score -2185508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 17281 members 
Entering Unmasked Estep 
Score: -2185508.000000 Penalty: 4852.318848
	Iteration 50Q: 3 clusters Score -2185508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2185507.750000 Penalty: 4852.318848
	Iteration 51Q: 3 clusters Score -2185508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2185507.750000 Penalty: 4852.318848
	Iteration 52F: 3 clusters Score -2185508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (190927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190927 members 
Entering Unmasked Estep 
Score: -22939752.000000 Penalty: 3015.592285
	Iteration 0F: 2 clusters Score -2.293975e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95888 members 
Mstep: Class 2 contains 95039 members 
Entering Unmasked Estep 
Score: -22815434.000000 Penalty: 6031.184570
	Iteration 0F: 3 clusters Score -2.281543e+07 nChanged 91230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100670 members 
Mstep: Class 2 contains 90257 members 
Entering Unmasked Estep 
Score: -22868684.000000 Penalty: 6031.184570
	Iteration 1F: 3 clusters Score -2.286868e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104114 members 
Mstep: Class 2 contains 86813 members 
Entering Unmasked Estep 
Score: -22870186.000000 Penalty: 6031.184570
	Iteration 2Q: 3 clusters Score -2.287019e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109437 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -22872380.000000 Penalty: 6031.184570
	Iteration 3Q: 3 clusters Score -2.287238e+07 nChanged 8983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117592 members 
Mstep: Class 2 contains 73335 members 
Entering Unmasked Estep 
Score: -22876598.000000 Penalty: 6031.184570
	Iteration 4Q: 3 clusters Score -2.28766e+07 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129247 members 
Mstep: Class 2 contains 61680 members 
Entering Unmasked Estep 
Score: -22884242.000000 Penalty: 6031.184570
	Iteration 5F: 3 clusters Score -2.288424e+07 nChanged 15391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144546 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -22896482.000000 Penalty: 6031.184570
	Iteration 6F: 3 clusters Score -2.289648e+07 nChanged 16905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161427 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
Score: -22911132.000000 Penalty: 6031.184570
	Iteration 7F: 3 clusters Score -2.291113e+07 nChanged 14681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176106 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -22924478.000000 Penalty: 6031.184570
	Iteration 8F: 3 clusters Score -2.292448e+07 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185060 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -22932300.000000 Penalty: 6031.184570
	Iteration 9Q: 3 clusters Score -2.29323e+07 nChanged 3866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188924 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -22935478.000000 Penalty: 6031.184570
	Iteration 10Q: 3 clusters Score -2.293548e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190195 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -22936596.000000 Penalty: 6031.184570
	Iteration 11Q: 3 clusters Score -2.29366e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190521 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -22936938.000000 Penalty: 6031.184570
	Iteration 12Q: 3 clusters Score -2.293694e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190629 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -22937046.000000 Penalty: 6031.184570
	Iteration 13Q: 3 clusters Score -2.293705e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190663 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22937098.000000 Penalty: 6031.184570
	Iteration 14Q: 3 clusters Score -2.29371e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190678 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -22937120.000000 Penalty: 6031.184570
	Iteration 15Q: 3 clusters Score -2.293712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190684 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -22937122.000000 Penalty: 6031.184570
	Iteration 16Q: 3 clusters Score -2.293712e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190688 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -22937134.000000 Penalty: 6031.184570
	Iteration 17Q: 3 clusters Score -2.293713e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190690 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -22937136.000000 Penalty: 6031.184570
	Iteration 18Q: 3 clusters Score -2.293714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190693 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22937148.000000 Penalty: 6031.184570
	Iteration 19Q: 3 clusters Score -2.293715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190697 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22937150.000000 Penalty: 6031.184570
	Iteration 20F: 3 clusters Score -2.293715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190697 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -22937158.000000 Penalty: 6031.184570
	Iteration 21Q: 3 clusters Score -2.293716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190695 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -22937162.000000 Penalty: 6031.184570
	Iteration 22Q: 3 clusters Score -2.293716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190693 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22937180.000000 Penalty: 6031.184570
	Iteration 23Q: 3 clusters Score -2.293718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190693 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -22937166.000000 Penalty: 6031.184570
	Iteration 24Q: 3 clusters Score -2.293717e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190694 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22937166.000000 Penalty: 6031.184570
	Iteration 25Q: 3 clusters Score -2.293717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190694 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -22937166.000000 Penalty: 6031.184570
	Iteration 26F: 3 clusters Score -2.293717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Entering Unmasked Estep 
Score: -806587.062500 Penalty: 2195.425537
	Iteration 0F: 2 clusters Score -806587.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -800715.250000 Penalty: 4390.851074
	Iteration 0F: 3 clusters Score -800715.2 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -802226.812500 Penalty: 4390.851074
	Iteration 1F: 3 clusters Score -802226.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -802532.187500 Penalty: 4390.851074
	Iteration 2F: 3 clusters Score -802532.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -802845.062500 Penalty: 4390.851074
	Iteration 3F: 3 clusters Score -802845.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -803193.812500 Penalty: 4390.851074
	Iteration 4F: 3 clusters Score -803193.8 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -803547.625000 Penalty: 4390.851074
	Iteration 5F: 3 clusters Score -803547.6 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -803935.187500 Penalty: 4390.851074
	Iteration 6F: 3 clusters Score -803935.2 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -804273.187500 Penalty: 4390.851074
	Iteration 7F: 3 clusters Score -804273.2 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -804555.875000 Penalty: 4390.851074
	Iteration 8F: 3 clusters Score -804555.9 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -804777.125000 Penalty: 4390.851074
	Iteration 9Q: 3 clusters Score -804777.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -804954.437500 Penalty: 4390.851074
	Iteration 10Q: 3 clusters Score -804954.4 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -805090.375000 Penalty: 4390.851074
	Iteration 11Q: 3 clusters Score -805090.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -805175.562500 Penalty: 4390.851074
	Iteration 12Q: 3 clusters Score -805175.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -805239.750000 Penalty: 4390.851074
	Iteration 13Q: 3 clusters Score -805239.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -805285.750000 Penalty: 4390.851074
	Iteration 14Q: 3 clusters Score -805285.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -805317.812500 Penalty: 4390.851074
	Iteration 15Q: 3 clusters Score -805317.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -805338.937500 Penalty: 4390.851074
	Iteration 16Q: 3 clusters Score -805338.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -805361.375000 Penalty: 4390.851074
	Iteration 17Q: 3 clusters Score -805361.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -805373.812500 Penalty: 4390.851074
	Iteration 18Q: 3 clusters Score -805373.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -805382.000000 Penalty: 4390.851074
	Iteration 19Q: 3 clusters Score -805382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -805385.562500 Penalty: 4390.851074
	Iteration 20F: 3 clusters Score -805385.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -805389.375000 Penalty: 4390.851074
	Iteration 21Q: 3 clusters Score -805389.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -805390.437500 Penalty: 4390.851074
	Iteration 22Q: 3 clusters Score -805390.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -805392.750000 Penalty: 4390.851074
	Iteration 23Q: 3 clusters Score -805392.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -805393.312500 Penalty: 4390.851074
	Iteration 24Q: 3 clusters Score -805393.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -805396.937500 Penalty: 4390.851074
	Iteration 25Q: 3 clusters Score -805396.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -805394.500000 Penalty: 4390.851074
	Iteration 26Q: 3 clusters Score -805394.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -805395.562500 Penalty: 4390.851074
	Iteration 27Q: 3 clusters Score -805395.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -805396.375000 Penalty: 4390.851074
	Iteration 28Q: 3 clusters Score -805396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -805397.437500 Penalty: 4390.851074
	Iteration 29Q: 3 clusters Score -805397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -805398.500000 Penalty: 4390.851074
	Iteration 30Q: 3 clusters Score -805398.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -805399.562500 Penalty: 4390.851074
	Iteration 31Q: 3 clusters Score -805399.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -805401.437500 Penalty: 4390.851074
	Iteration 32Q: 3 clusters Score -805401.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -805401.500000 Penalty: 4390.851074
	Iteration 33Q: 3 clusters Score -805401.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -805402.187500 Penalty: 4390.851074
	Iteration 34Q: 3 clusters Score -805402.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -805402.187500 Penalty: 4390.851074
	Iteration 35F: 3 clusters Score -805402.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -43733.554688 Penalty: 1512.322510
	Iteration 0F: 2 clusters Score -43733.55 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -42364.894531 Penalty: 3024.645020
	Iteration 0F: 3 clusters Score -42364.89 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -42571.968750 Penalty: 3024.645020
	Iteration 1F: 3 clusters Score -42571.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42607.726562 Penalty: 3024.645020
	Iteration 2Q: 3 clusters Score -42607.73 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42630.613281 Penalty: 3024.645020
	Iteration 3Q: 3 clusters Score -42630.61 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42643.429688 Penalty: 3024.645020
	Iteration 4Q: 3 clusters Score -42643.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -42643.429688 Penalty: 3024.645020
	Iteration 5F: 3 clusters Score -42643.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (15872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Entering Unmasked Estep 
Score: -1925841.000000 Penalty: 2398.733398
	Iteration 0F: 2 clusters Score -1925841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1914372.500000 Penalty: 4797.466797
	Iteration 0F: 3 clusters Score -1914372 nChanged 6920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1918166.875000 Penalty: 4797.466797
	Iteration 1F: 3 clusters Score -1918167 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1918696.750000 Penalty: 4797.466797
	Iteration 2F: 3 clusters Score -1918697 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1919377.000000 Penalty: 4797.466797
	Iteration 3F: 3 clusters Score -1919377 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1920142.625000 Penalty: 4797.466797
	Iteration 4F: 3 clusters Score -1920143 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1920953.250000 Penalty: 4797.466797
	Iteration 5F: 3 clusters Score -1920953 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -1921854.375000 Penalty: 4797.466797
	Iteration 6F: 3 clusters Score -1921854 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1922743.625000 Penalty: 4797.466797
	Iteration 7F: 3 clusters Score -1922744 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1923460.000000 Penalty: 4797.466797
	Iteration 8F: 3 clusters Score -1923460 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1923934.875000 Penalty: 4797.466797
	Iteration 9Q: 3 clusters Score -1923935 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1924181.125000 Penalty: 4797.466797
	Iteration 10Q: 3 clusters Score -1924181 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1924354.875000 Penalty: 4797.466797
	Iteration 11Q: 3 clusters Score -1924355 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1924492.625000 Penalty: 4797.466797
	Iteration 12Q: 3 clusters Score -1924493 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1924575.250000 Penalty: 4797.466797
	Iteration 13Q: 3 clusters Score -1924575 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1924654.500000 Penalty: 4797.466797
	Iteration 14Q: 3 clusters Score -1924654 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1924708.000000 Penalty: 4797.466797
	Iteration 15Q: 3 clusters Score -1924708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1924747.250000 Penalty: 4797.466797
	Iteration 16Q: 3 clusters Score -1924747 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1924774.750000 Penalty: 4797.466797
	Iteration 17Q: 3 clusters Score -1924775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1924788.750000 Penalty: 4797.466797
	Iteration 18Q: 3 clusters Score -1924789 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1924800.875000 Penalty: 4797.466797
	Iteration 19Q: 3 clusters Score -1924801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1924809.875000 Penalty: 4797.466797
	Iteration 20F: 3 clusters Score -1924810 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1924815.375000 Penalty: 4797.466797
	Iteration 21Q: 3 clusters Score -1924815 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1924818.125000 Penalty: 4797.466797
	Iteration 22Q: 3 clusters Score -1924818 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1924823.250000 Penalty: 4797.466797
	Iteration 23Q: 3 clusters Score -1924823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1924827.875000 Penalty: 4797.466797
	Iteration 24Q: 3 clusters Score -1924828 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1924828.625000 Penalty: 4797.466797
	Iteration 25Q: 3 clusters Score -1924829 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1924833.250000 Penalty: 4797.466797
	Iteration 26Q: 3 clusters Score -1924833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1924833.500000 Penalty: 4797.466797
	Iteration 27Q: 3 clusters Score -1924834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1924836.375000 Penalty: 4797.466797
	Iteration 28Q: 3 clusters Score -1924836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1924834.000000 Penalty: 4797.466797
	Iteration 29Q: 3 clusters Score -1924834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1924831.375000 Penalty: 4797.466797
	Iteration 30Q: 3 clusters Score -1924831 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1924831.500000 Penalty: 4797.466797
	Iteration 31Q: 3 clusters Score -1924832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1924831.375000 Penalty: 4797.466797
	Iteration 32Q: 3 clusters Score -1924831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1924833.875000 Penalty: 4797.466797
	Iteration 33Q: 3 clusters Score -1924834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -1924837.500000 Penalty: 4797.466797
	Iteration 34Q: 3 clusters Score -1924838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -1924837.250000 Penalty: 4797.466797
	Iteration 35Q: 3 clusters Score -1924837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1924844.625000 Penalty: 4797.466797
	Iteration 36Q: 3 clusters Score -1924845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1924837.250000 Penalty: 4797.466797
	Iteration 37Q: 3 clusters Score -1924837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1924839.250000 Penalty: 4797.466797
	Iteration 38Q: 3 clusters Score -1924839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1924837.875000 Penalty: 4797.466797
	Iteration 39Q: 3 clusters Score -1924838 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -1924837.625000 Penalty: 4797.466797
	Iteration 40F: 3 clusters Score -1924838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1924839.125000 Penalty: 4797.466797
	Iteration 41Q: 3 clusters Score -1924839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1924842.750000 Penalty: 4797.466797
	Iteration 42Q: 3 clusters Score -1924843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1924842.125000 Penalty: 4797.466797
	Iteration 43Q: 3 clusters Score -1924842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1924842.375000 Penalty: 4797.466797
	Iteration 44Q: 3 clusters Score -1924842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1924841.625000 Penalty: 4797.466797
	Iteration 45Q: 3 clusters Score -1924842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1924843.125000 Penalty: 4797.466797
	Iteration 46Q: 3 clusters Score -1924843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1924846.750000 Penalty: 4797.466797
	Iteration 47Q: 3 clusters Score -1924847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -1924842.625000 Penalty: 4797.466797
	Iteration 48Q: 3 clusters Score -1924843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -1924845.750000 Penalty: 4797.466797
	Iteration 49Q: 3 clusters Score -1924846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1924845.500000 Penalty: 4797.466797
	Iteration 50Q: 3 clusters Score -1924846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1924842.750000 Penalty: 4797.466797
	Iteration 51Q: 3 clusters Score -1924843 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1924844.000000 Penalty: 4797.466797
	Iteration 52Q: 3 clusters Score -1924844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1924847.000000 Penalty: 4797.466797
	Iteration 53Q: 3 clusters Score -1924847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1924851.375000 Penalty: 4797.466797
	Iteration 54Q: 3 clusters Score -1924851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1924851.500000 Penalty: 4797.466797
	Iteration 55Q: 3 clusters Score -1924852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1924854.250000 Penalty: 4797.466797
	Iteration 56Q: 3 clusters Score -1924854 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1924856.375000 Penalty: 4797.466797
	Iteration 57Q: 3 clusters Score -1924856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1924857.000000 Penalty: 4797.466797
	Iteration 58Q: 3 clusters Score -1924857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1924855.625000 Penalty: 4797.466797
	Iteration 59Q: 3 clusters Score -1924856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1924855.875000 Penalty: 4797.466797
	Iteration 60F: 3 clusters Score -1924856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1924860.000000 Penalty: 4797.466797
	Iteration 61Q: 3 clusters Score -1924860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1924859.250000 Penalty: 4797.466797
	Iteration 62Q: 3 clusters Score -1924859 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11692 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1924859.875000 Penalty: 4797.466797
	Iteration 63Q: 3 clusters Score -1924860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1924859.125000 Penalty: 4797.466797
	Iteration 64Q: 3 clusters Score -1924859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1924860.250000 Penalty: 4797.466797
	Iteration 65Q: 3 clusters Score -1924860 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1924859.750000 Penalty: 4797.466797
	Iteration 66Q: 3 clusters Score -1924860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1924857.500000 Penalty: 4797.466797
	Iteration 67Q: 3 clusters Score -1924858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1924860.375000 Penalty: 4797.466797
	Iteration 68Q: 3 clusters Score -1924860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1924857.375000 Penalty: 4797.466797
	Iteration 69Q: 3 clusters Score -1924857 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1924857.375000 Penalty: 4797.466797
	Iteration 70F: 3 clusters Score -1924857 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (189540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189540 members 
Entering Unmasked Estep 
Score: -22885918.000000 Penalty: 3013.784180
	Iteration 0F: 2 clusters Score -2.288592e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94743 members 
Mstep: Class 2 contains 94797 members 
Entering Unmasked Estep 
Score: -22762182.000000 Penalty: 6027.568359
	Iteration 0F: 3 clusters Score -2.276218e+07 nChanged 90907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93892 members 
Mstep: Class 2 contains 95648 members 
Entering Unmasked Estep 
Score: -22814878.000000 Penalty: 6027.568359
	Iteration 1F: 3 clusters Score -2.281488e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 96465 members 
Entering Unmasked Estep 
Score: -22815750.000000 Penalty: 6027.568359
	Iteration 2Q: 3 clusters Score -2.281575e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91762 members 
Mstep: Class 2 contains 97778 members 
Entering Unmasked Estep 
Score: -22816778.000000 Penalty: 6027.568359
	Iteration 3Q: 3 clusters Score -2.281678e+07 nChanged 5436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89822 members 
Mstep: Class 2 contains 99718 members 
Entering Unmasked Estep 
Score: -22818090.000000 Penalty: 6027.568359
	Iteration 4Q: 3 clusters Score -2.281809e+07 nChanged 6053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86923 members 
Mstep: Class 2 contains 102617 members 
Entering Unmasked Estep 
Score: -22820076.000000 Penalty: 6027.568359
	Iteration 5Q: 3 clusters Score -2.282008e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82899 members 
Mstep: Class 2 contains 106641 members 
Entering Unmasked Estep 
Score: -22822890.000000 Penalty: 6027.568359
	Iteration 6Q: 3 clusters Score -2.282289e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77382 members 
Mstep: Class 2 contains 112158 members 
Entering Unmasked Estep 
Score: -22826682.000000 Penalty: 6027.568359
	Iteration 7Q: 3 clusters Score -2.282668e+07 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70330 members 
Mstep: Class 2 contains 119210 members 
Entering Unmasked Estep 
Score: -22832506.000000 Penalty: 6027.568359
	Iteration 8F: 3 clusters Score -2.283251e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62150 members 
Mstep: Class 2 contains 127390 members 
Entering Unmasked Estep 
Score: -22840370.000000 Penalty: 6027.568359
	Iteration 9F: 3 clusters Score -2.284037e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 135597 members 
Entering Unmasked Estep 
Score: -22849362.000000 Penalty: 6027.568359
	Iteration 10F: 3 clusters Score -2.284936e+07 nChanged 9900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47257 members 
Mstep: Class 2 contains 142283 members 
Entering Unmasked Estep 
Score: -22856766.000000 Penalty: 6027.568359
	Iteration 11F: 3 clusters Score -2.285677e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 147472 members 
Entering Unmasked Estep 
Score: -22861164.000000 Penalty: 6027.568359
	Iteration 12Q: 3 clusters Score -2.286116e+07 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 151906 members 
Entering Unmasked Estep 
Score: -22863698.000000 Penalty: 6027.568359
	Iteration 13Q: 3 clusters Score -2.28637e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33402 members 
Mstep: Class 2 contains 156138 members 
Entering Unmasked Estep 
Score: -22865632.000000 Penalty: 6027.568359
	Iteration 14Q: 3 clusters Score -2.286563e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 160252 members 
Entering Unmasked Estep 
Score: -22867126.000000 Penalty: 6027.568359
	Iteration 15Q: 3 clusters Score -2.286713e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 164286 members 
Entering Unmasked Estep 
Score: -22868884.000000 Penalty: 6027.568359
	Iteration 16Q: 3 clusters Score -2.286888e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21410 members 
Mstep: Class 2 contains 168130 members 
Entering Unmasked Estep 
Score: -22870714.000000 Penalty: 6027.568359
	Iteration 17Q: 3 clusters Score -2.287071e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 171865 members 
Entering Unmasked Estep 
Score: -22872514.000000 Penalty: 6027.568359
	Iteration 18Q: 3 clusters Score -2.287251e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 175258 members 
Entering Unmasked Estep 
Score: -22874418.000000 Penalty: 6027.568359
	Iteration 19Q: 3 clusters Score -2.287442e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 178263 members 
Entering Unmasked Estep 
Score: -22876296.000000 Penalty: 6027.568359
	Iteration 20F: 3 clusters Score -2.28763e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 180806 members 
Entering Unmasked Estep 
Score: -22877930.000000 Penalty: 6027.568359
	Iteration 21Q: 3 clusters Score -2.287793e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 182959 members 
Entering Unmasked Estep 
Score: -22879386.000000 Penalty: 6027.568359
	Iteration 22Q: 3 clusters Score -2.287939e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 184728 members 
Entering Unmasked Estep 
Score: -22880570.000000 Penalty: 6027.568359
	Iteration 23Q: 3 clusters Score -2.288057e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 186010 members 
Entering Unmasked Estep 
Score: -22881412.000000 Penalty: 6027.568359
	Iteration 24Q: 3 clusters Score -2.288141e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 186953 members 
Entering Unmasked Estep 
Score: -22882090.000000 Penalty: 6027.568359
	Iteration 25Q: 3 clusters Score -2.288209e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 187598 members 
Entering Unmasked Estep 
Score: -22882566.000000 Penalty: 6027.568359
	Iteration 26Q: 3 clusters Score -2.288257e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 187993 members 
Entering Unmasked Estep 
Score: -22882824.000000 Penalty: 6027.568359
	Iteration 27Q: 3 clusters Score -2.288282e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 188239 members 
Entering Unmasked Estep 
Score: -22883014.000000 Penalty: 6027.568359
	Iteration 28Q: 3 clusters Score -2.288301e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 188376 members 
Entering Unmasked Estep 
Score: -22883142.000000 Penalty: 6027.568359
	Iteration 29Q: 3 clusters Score -2.288314e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 188485 members 
Entering Unmasked Estep 
Score: -22883226.000000 Penalty: 6027.568359
	Iteration 30Q: 3 clusters Score -2.288323e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 188565 members 
Entering Unmasked Estep 
Score: -22883288.000000 Penalty: 6027.568359
	Iteration 31Q: 3 clusters Score -2.288329e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 188605 members 
Entering Unmasked Estep 
Score: -22883328.000000 Penalty: 6027.568359
	Iteration 32Q: 3 clusters Score -2.288333e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 188641 members 
Entering Unmasked Estep 
Score: -22883382.000000 Penalty: 6027.568359
	Iteration 33Q: 3 clusters Score -2.288338e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 188668 members 
Entering Unmasked Estep 
Score: -22883396.000000 Penalty: 6027.568359
	Iteration 34Q: 3 clusters Score -2.28834e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 188690 members 
Entering Unmasked Estep 
Score: -22883428.000000 Penalty: 6027.568359
	Iteration 35Q: 3 clusters Score -2.288343e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 188709 members 
Entering Unmasked Estep 
Score: -22883430.000000 Penalty: 6027.568359
	Iteration 36Q: 3 clusters Score -2.288343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 188717 members 
Entering Unmasked Estep 
Score: -22883458.000000 Penalty: 6027.568359
	Iteration 37Q: 3 clusters Score -2.288346e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 188725 members 
Entering Unmasked Estep 
Score: -22883426.000000 Penalty: 6027.568359
	Iteration 38Q: 3 clusters Score -2.288343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 188730 members 
Entering Unmasked Estep 
Score: -22883436.000000 Penalty: 6027.568359
	Iteration 39Q: 3 clusters Score -2.288344e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 188734 members 
Entering Unmasked Estep 
Score: -22883430.000000 Penalty: 6027.568359
	Iteration 40F: 3 clusters Score -2.288343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 188738 members 
Entering Unmasked Estep 
Score: -22883444.000000 Penalty: 6027.568359
	Iteration 41Q: 3 clusters Score -2.288344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 188741 members 
Entering Unmasked Estep 
Score: -22883440.000000 Penalty: 6027.568359
	Iteration 42Q: 3 clusters Score -2.288344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 188744 members 
Entering Unmasked Estep 
Score: -22883446.000000 Penalty: 6027.568359
	Iteration 43Q: 3 clusters Score -2.288345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 188745 members 
Entering Unmasked Estep 
Score: -22883444.000000 Penalty: 6027.568359
	Iteration 44Q: 3 clusters Score -2.288344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 188750 members 
Entering Unmasked Estep 
Score: -22883454.000000 Penalty: 6027.568359
	Iteration 45Q: 3 clusters Score -2.288345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 188755 members 
Entering Unmasked Estep 
Score: -22883452.000000 Penalty: 6027.568359
	Iteration 46Q: 3 clusters Score -2.288345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 188761 members 
Entering Unmasked Estep 
Score: -22883468.000000 Penalty: 6027.568359
	Iteration 47Q: 3 clusters Score -2.288347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 188767 members 
Entering Unmasked Estep 
Score: -22883464.000000 Penalty: 6027.568359
	Iteration 48Q: 3 clusters Score -2.288346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 188771 members 
Entering Unmasked Estep 
Score: -22883472.000000 Penalty: 6027.568359
	Iteration 49Q: 3 clusters Score -2.288347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 188773 members 
Entering Unmasked Estep 
Score: -22883472.000000 Penalty: 6027.568359
	Iteration 50Q: 3 clusters Score -2.288347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 188777 members 
Entering Unmasked Estep 
Score: -22883488.000000 Penalty: 6027.568359
	Iteration 51Q: 3 clusters Score -2.288349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 188778 members 
Entering Unmasked Estep 
Score: -22883484.000000 Penalty: 6027.568359
	Iteration 52Q: 3 clusters Score -2.288348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 188777 members 
Entering Unmasked Estep 
Score: -22883482.000000 Penalty: 6027.568359
	Iteration 53Q: 3 clusters Score -2.288348e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 188777 members 
Entering Unmasked Estep 
Score: -22883482.000000 Penalty: 6027.568359
	Iteration 54F: 3 clusters Score -2.288348e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (162524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162524 members 
Entering Unmasked Estep 
Score: -19627116.000000 Penalty: 2975.647949
	Iteration 0F: 2 clusters Score -1.962712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 80872 members 
Entering Unmasked Estep 
Score: -19520086.000000 Penalty: 5951.295898
	Iteration 0F: 3 clusters Score -1.952009e+07 nChanged 77786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85236 members 
Mstep: Class 2 contains 77288 members 
Entering Unmasked Estep 
Score: -19565374.000000 Penalty: 5951.295898
	Iteration 1F: 3 clusters Score -1.956537e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87569 members 
Mstep: Class 2 contains 74955 members 
Entering Unmasked Estep 
Score: -19566300.000000 Penalty: 5951.295898
	Iteration 2Q: 3 clusters Score -1.95663e+07 nChanged 5089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91152 members 
Mstep: Class 2 contains 71372 members 
Entering Unmasked Estep 
Score: -19567722.000000 Penalty: 5951.295898
	Iteration 3Q: 3 clusters Score -1.956772e+07 nChanged 6283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96593 members 
Mstep: Class 2 contains 65931 members 
Entering Unmasked Estep 
Score: -19570234.000000 Penalty: 5951.295898
	Iteration 4Q: 3 clusters Score -1.957023e+07 nChanged 8396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104625 members 
Mstep: Class 2 contains 57899 members 
Entering Unmasked Estep 
Score: -19575054.000000 Penalty: 5951.295898
	Iteration 5F: 3 clusters Score -1.957505e+07 nChanged 11319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115858 members 
Mstep: Class 2 contains 46666 members 
Entering Unmasked Estep 
Score: -19583242.000000 Penalty: 5951.295898
	Iteration 6F: 3 clusters Score -1.958324e+07 nChanged 14062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129908 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -19595694.000000 Penalty: 5951.295898
	Iteration 7F: 3 clusters Score -1.959569e+07 nChanged 14112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144018 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -19609260.000000 Penalty: 5951.295898
	Iteration 8F: 3 clusters Score -1.960926e+07 nChanged 10009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154027 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -19618440.000000 Penalty: 5951.295898
	Iteration 9F: 3 clusters Score -1.961844e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159009 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -19622398.000000 Penalty: 5951.295898
	Iteration 10Q: 3 clusters Score -1.96224e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160850 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -19623644.000000 Penalty: 5951.295898
	Iteration 11Q: 3 clusters Score -1.962364e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161501 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -19624090.000000 Penalty: 5951.295898
	Iteration 12Q: 3 clusters Score -1.962409e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161754 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19624280.000000 Penalty: 5951.295898
	Iteration 13Q: 3 clusters Score -1.962428e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161882 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -19624380.000000 Penalty: 5951.295898
	Iteration 14Q: 3 clusters Score -1.962438e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161947 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -19624438.000000 Penalty: 5951.295898
	Iteration 15Q: 3 clusters Score -1.962444e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161975 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -19624474.000000 Penalty: 5951.295898
	Iteration 16Q: 3 clusters Score -1.962447e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161999 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19624512.000000 Penalty: 5951.295898
	Iteration 17Q: 3 clusters Score -1.962451e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162007 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -19624532.000000 Penalty: 5951.295898
	Iteration 18Q: 3 clusters Score -1.962453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162019 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -19624556.000000 Penalty: 5951.295898
	Iteration 19Q: 3 clusters Score -1.962456e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162028 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -19624552.000000 Penalty: 5951.295898
	Iteration 20F: 3 clusters Score -1.962455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162033 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -19624572.000000 Penalty: 5951.295898
	Iteration 21Q: 3 clusters Score -1.962457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162035 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -19624572.000000 Penalty: 5951.295898
	Iteration 22Q: 3 clusters Score -1.962457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162040 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -19624576.000000 Penalty: 5951.295898
	Iteration 23Q: 3 clusters Score -1.962458e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162042 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -19624588.000000 Penalty: 5951.295898
	Iteration 24Q: 3 clusters Score -1.962459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162044 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -19624580.000000 Penalty: 5951.295898
	Iteration 25Q: 3 clusters Score -1.962458e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162048 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -19624592.000000 Penalty: 5951.295898
	Iteration 26Q: 3 clusters Score -1.962459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162050 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -19624596.000000 Penalty: 5951.295898
	Iteration 27Q: 3 clusters Score -1.96246e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162050 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -19624606.000000 Penalty: 5951.295898
	Iteration 28Q: 3 clusters Score -1.962461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162051 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -19624618.000000 Penalty: 5951.295898
	Iteration 29Q: 3 clusters Score -1.962462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -19624612.000000 Penalty: 5951.295898
	Iteration 30Q: 3 clusters Score -1.962461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162052 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -19624606.000000 Penalty: 5951.295898
	Iteration 31Q: 3 clusters Score -1.962461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162053 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -19624608.000000 Penalty: 5951.295898
	Iteration 32Q: 3 clusters Score -1.962461e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162054 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -19624606.000000 Penalty: 5951.295898
	Iteration 33Q: 3 clusters Score -1.962461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162054 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -19624606.000000 Penalty: 5951.295898
	Iteration 34F: 3 clusters Score -1.962461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Entering Unmasked Estep 
Score: -2512411.250000 Penalty: 2466.743896
	Iteration 0F: 2 clusters Score -2512411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2497741.250000 Penalty: 4933.487793
	Iteration 0F: 3 clusters Score -2497741 nChanged 9289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2502985.500000 Penalty: 4933.487793
	Iteration 1F: 3 clusters Score -2502986 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2503673.500000 Penalty: 4933.487793
	Iteration 2F: 3 clusters Score -2503674 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2504374.250000 Penalty: 4933.487793
	Iteration 3F: 3 clusters Score -2504374 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2504962.250000 Penalty: 4933.487793
	Iteration 4F: 3 clusters Score -2504962 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2505503.750000 Penalty: 4933.487793
	Iteration 5F: 3 clusters Score -2505504 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2506080.000000 Penalty: 4933.487793
	Iteration 6F: 3 clusters Score -2506080 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -2506711.000000 Penalty: 4933.487793
	Iteration 7F: 3 clusters Score -2506711 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11830 members 
Mstep: Class 2 contains 9050 members 
Entering Unmasked Estep 
Score: -2507315.500000 Penalty: 4933.487793
	Iteration 8F: 3 clusters Score -2507316 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -2507843.000000 Penalty: 4933.487793
	Iteration 9Q: 3 clusters Score -2507843 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -2508341.500000 Penalty: 4933.487793
	Iteration 10Q: 3 clusters Score -2508342 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2508827.250000 Penalty: 4933.487793
	Iteration 11Q: 3 clusters Score -2508827 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2509241.250000 Penalty: 4933.487793
	Iteration 12Q: 3 clusters Score -2509241 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2509585.750000 Penalty: 4933.487793
	Iteration 13Q: 3 clusters Score -2509586 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2509871.750000 Penalty: 4933.487793
	Iteration 14Q: 3 clusters Score -2509872 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2510161.750000 Penalty: 4933.487793
	Iteration 15Q: 3 clusters Score -2510162 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2510467.500000 Penalty: 4933.487793
	Iteration 16Q: 3 clusters Score -2510468 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -2510722.500000 Penalty: 4933.487793
	Iteration 17Q: 3 clusters Score -2510722 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2510925.000000 Penalty: 4933.487793
	Iteration 18Q: 3 clusters Score -2510925 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2511106.500000 Penalty: 4933.487793
	Iteration 19Q: 3 clusters Score -2511106 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2511229.750000 Penalty: 4933.487793
	Iteration 20F: 3 clusters Score -2511230 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2511322.250000 Penalty: 4933.487793
	Iteration 21Q: 3 clusters Score -2511322 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2511390.000000 Penalty: 4933.487793
	Iteration 22Q: 3 clusters Score -2511390 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2511439.500000 Penalty: 4933.487793
	Iteration 23Q: 3 clusters Score -2511440 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -2511480.500000 Penalty: 4933.487793
	Iteration 24Q: 3 clusters Score -2511480 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2511498.500000 Penalty: 4933.487793
	Iteration 25Q: 3 clusters Score -2511498 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2511515.000000 Penalty: 4933.487793
	Iteration 26Q: 3 clusters Score -2511515 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2511532.250000 Penalty: 4933.487793
	Iteration 27Q: 3 clusters Score -2511532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2511553.750000 Penalty: 4933.487793
	Iteration 28Q: 3 clusters Score -2511554 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -2511563.000000 Penalty: 4933.487793
	Iteration 29Q: 3 clusters Score -2511563 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2511574.000000 Penalty: 4933.487793
	Iteration 30Q: 3 clusters Score -2511574 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2511588.500000 Penalty: 4933.487793
	Iteration 31Q: 3 clusters Score -2511588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2511601.750000 Penalty: 4933.487793
	Iteration 32Q: 3 clusters Score -2511602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2511605.500000 Penalty: 4933.487793
	Iteration 33Q: 3 clusters Score -2511606 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2511609.500000 Penalty: 4933.487793
	Iteration 34Q: 3 clusters Score -2511610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -2511607.500000 Penalty: 4933.487793
	Iteration 35Q: 3 clusters Score -2511608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2511612.500000 Penalty: 4933.487793
	Iteration 36Q: 3 clusters Score -2511612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2511613.250000 Penalty: 4933.487793
	Iteration 37Q: 3 clusters Score -2511613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2511617.500000 Penalty: 4933.487793
	Iteration 38Q: 3 clusters Score -2511618 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2511618.500000 Penalty: 4933.487793
	Iteration 39Q: 3 clusters Score -2511618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2511619.250000 Penalty: 4933.487793
	Iteration 40F: 3 clusters Score -2511619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2511625.500000 Penalty: 4933.487793
	Iteration 41Q: 3 clusters Score -2511626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2511626.500000 Penalty: 4933.487793
	Iteration 42Q: 3 clusters Score -2511626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -2511626.500000 Penalty: 4933.487793
	Iteration 43F: 3 clusters Score -2511626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (64044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64044 members 
Entering Unmasked Estep 
Score: -7535105.500000 Penalty: 2744.696777
	Iteration 0F: 2 clusters Score -7535106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -7491960.500000 Penalty: 5489.393555
	Iteration 0F: 3 clusters Score -7491960 nChanged 29970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33754 members 
Mstep: Class 2 contains 30290 members 
Entering Unmasked Estep 
Score: -7508959.000000 Penalty: 5489.393555
	Iteration 1F: 3 clusters Score -7508959 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 29347 members 
Entering Unmasked Estep 
Score: -7509608.500000 Penalty: 5489.393555
	Iteration 2Q: 3 clusters Score -7509608 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -7510407.500000 Penalty: 5489.393555
	Iteration 3Q: 3 clusters Score -7510408 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 25953 members 
Entering Unmasked Estep 
Score: -7511454.000000 Penalty: 5489.393555
	Iteration 4Q: 3 clusters Score -7511454 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -7512964.500000 Penalty: 5489.393555
	Iteration 5Q: 3 clusters Score -7512964 nChanged 3950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44635 members 
Mstep: Class 2 contains 19409 members 
Entering Unmasked Estep 
Score: -7515463.500000 Penalty: 5489.393555
	Iteration 6F: 3 clusters Score -7515464 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -7519292.000000 Penalty: 5489.393555
	Iteration 7F: 3 clusters Score -7519292 nChanged 5017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54229 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -7523899.000000 Penalty: 5489.393555
	Iteration 8F: 3 clusters Score -7523899 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58378 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -7527956.000000 Penalty: 5489.393555
	Iteration 9F: 3 clusters Score -7527956 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61098 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -7530660.500000 Penalty: 5489.393555
	Iteration 10Q: 3 clusters Score -7530660 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7531972.000000 Penalty: 5489.393555
	Iteration 11Q: 3 clusters Score -7531972 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7532514.000000 Penalty: 5489.393555
	Iteration 12Q: 3 clusters Score -7532514 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63378 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -7532786.000000 Penalty: 5489.393555
	Iteration 13Q: 3 clusters Score -7532786 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63510 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -7532916.500000 Penalty: 5489.393555
	Iteration 14Q: 3 clusters Score -7532916 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63574 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7532986.000000 Penalty: 5489.393555
	Iteration 15Q: 3 clusters Score -7532986 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -7533046.500000 Penalty: 5489.393555
	Iteration 16Q: 3 clusters Score -7533046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63628 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -7533085.500000 Penalty: 5489.393555
	Iteration 17Q: 3 clusters Score -7533086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63647 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -7533106.500000 Penalty: 5489.393555
	Iteration 18Q: 3 clusters Score -7533106 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7533121.500000 Penalty: 5489.393555
	Iteration 19Q: 3 clusters Score -7533122 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63660 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7533138.000000 Penalty: 5489.393555
	Iteration 20F: 3 clusters Score -7533138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7533162.500000 Penalty: 5489.393555
	Iteration 21Q: 3 clusters Score -7533162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -7533165.500000 Penalty: 5489.393555
	Iteration 22Q: 3 clusters Score -7533166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63659 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7533165.500000 Penalty: 5489.393555
	Iteration 23Q: 3 clusters Score -7533166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7533159.000000 Penalty: 5489.393555
	Iteration 24Q: 3 clusters Score -7533159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7533159.000000 Penalty: 5489.393555
	Iteration 25F: 3 clusters Score -7533159 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 17728 members 
Mstep: Class 4 contains 190927 members 
Mstep: Class 5 contains 6992 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15872 members 
Mstep: Class 8 contains 189540 members 
Mstep: Class 13 contains 162524 members 
Mstep: Class 16 contains 20880 members 
Mstep: Class 19 contains 64044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110408.000000 Penalty: 36654.218750
Iteration 159Q: 12 clusters Score -8.111041e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 17709 members 
Mstep: Class 4 contains 190855 members 
Mstep: Class 5 contains 6989 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 15936 members 
Mstep: Class 8 contains 189463 members 
Mstep: Class 13 contains 162640 members 
Mstep: Class 16 contains 20881 members 
Mstep: Class 19 contains 64032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110496.000000 Penalty: 36654.218750
Iteration 160F: 12 clusters Score -8.11105e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17692 members 
Mstep: Class 4 contains 190811 members 
Mstep: Class 5 contains 6985 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16002 members 
Mstep: Class 8 contains 189419 members 
Mstep: Class 13 contains 162709 members 
Mstep: Class 16 contains 20883 members 
Mstep: Class 19 contains 64012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110592.000000 Penalty: 36654.218750
Iteration 161Q: 12 clusters Score -8.111059e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17668 members 
Mstep: Class 4 contains 190773 members 
Mstep: Class 5 contains 6982 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16064 members 
Mstep: Class 8 contains 189370 members 
Mstep: Class 13 contains 162754 members 
Mstep: Class 16 contains 20889 members 
Mstep: Class 19 contains 64007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110640.000000 Penalty: 36654.218750
Iteration 162Q: 12 clusters Score -8.111064e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 17644 members 
Mstep: Class 4 contains 190765 members 
Mstep: Class 5 contains 6980 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16146 members 
Mstep: Class 8 contains 189296 members 
Mstep: Class 13 contains 162768 members 
Mstep: Class 16 contains 20895 members 
Mstep: Class 19 contains 64006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110712.000000 Penalty: 36654.218750
Iteration 163Q: 12 clusters Score -8.111071e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 190791 members 
Mstep: Class 5 contains 6979 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16219 members 
Mstep: Class 8 contains 189215 members 
Mstep: Class 13 contains 162778 members 
Mstep: Class 16 contains 20903 members 
Mstep: Class 19 contains 63993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110704.000000 Penalty: 36654.218750
Iteration 164Q: 12 clusters Score -8.11107e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 17594 members 
Mstep: Class 4 contains 190834 members 
Mstep: Class 5 contains 6978 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16278 members 
Mstep: Class 8 contains 189144 members 
Mstep: Class 13 contains 162793 members 
Mstep: Class 16 contains 20906 members 
Mstep: Class 19 contains 63974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110840.000000 Penalty: 36654.218750
Iteration 165Q: 12 clusters Score -8.111084e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 17569 members 
Mstep: Class 4 contains 190876 members 
Mstep: Class 5 contains 6974 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16325 members 
Mstep: Class 8 contains 189078 members 
Mstep: Class 13 contains 162805 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 19 contains 63969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110952.000000 Penalty: 36654.218750
Iteration 166Q: 12 clusters Score -8.111095e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 17536 members 
Mstep: Class 4 contains 190932 members 
Mstep: Class 5 contains 6969 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16372 members 
Mstep: Class 8 contains 189028 members 
Mstep: Class 13 contains 162799 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 19 contains 63952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110816.000000 Penalty: 36654.218750
Iteration 167Q: 12 clusters Score -8.111082e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17508 members 
Mstep: Class 4 contains 190979 members 
Mstep: Class 5 contains 6967 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16427 members 
Mstep: Class 8 contains 189017 members 
Mstep: Class 13 contains 162751 members 
Mstep: Class 16 contains 20916 members 
Mstep: Class 19 contains 63939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110928.000000 Penalty: 36654.218750
Iteration 168Q: 12 clusters Score -8.111093e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 17471 members 
Mstep: Class 4 contains 191020 members 
Mstep: Class 5 contains 6961 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16476 members 
Mstep: Class 8 contains 188991 members 
Mstep: Class 13 contains 162738 members 
Mstep: Class 16 contains 20917 members 
Mstep: Class 19 contains 63926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110960.000000 Penalty: 36654.218750
Iteration 169Q: 12 clusters Score -8.111096e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17438 members 
Mstep: Class 4 contains 191070 members 
Mstep: Class 5 contains 6958 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16518 members 
Mstep: Class 8 contains 188968 members 
Mstep: Class 13 contains 162712 members 
Mstep: Class 16 contains 20921 members 
Mstep: Class 19 contains 63913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111112.000000 Penalty: 36654.218750
Iteration 170Q: 12 clusters Score -8.111111e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 17394 members 
Mstep: Class 4 contains 191147 members 
Mstep: Class 5 contains 6955 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16558 members 
Mstep: Class 8 contains 188917 members 
Mstep: Class 13 contains 162702 members 
Mstep: Class 16 contains 20929 members 
Mstep: Class 19 contains 63893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110880.000000 Penalty: 36654.218750
Iteration 171Q: 12 clusters Score -8.111088e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 17350 members 
Mstep: Class 4 contains 191248 members 
Mstep: Class 5 contains 6952 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16599 members 
Mstep: Class 8 contains 188823 members 
Mstep: Class 13 contains 162701 members 
Mstep: Class 16 contains 20934 members 
Mstep: Class 19 contains 63883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110928.000000 Penalty: 36654.218750
Iteration 172Q: 12 clusters Score -8.111093e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 17313 members 
Mstep: Class 4 contains 191352 members 
Mstep: Class 5 contains 6949 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16636 members 
Mstep: Class 8 contains 188750 members 
Mstep: Class 13 contains 162667 members 
Mstep: Class 16 contains 20936 members 
Mstep: Class 19 contains 63891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110904.000000 Penalty: 36654.218750
Iteration 173Q: 12 clusters Score -8.11109e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 17277 members 
Mstep: Class 4 contains 191467 members 
Mstep: Class 5 contains 6948 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16681 members 
Mstep: Class 8 contains 188685 members 
Mstep: Class 13 contains 162618 members 
Mstep: Class 16 contains 20938 members 
Mstep: Class 19 contains 63883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110800.000000 Penalty: 36654.218750
Iteration 174Q: 12 clusters Score -8.11108e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 17237 members 
Mstep: Class 4 contains 191572 members 
Mstep: Class 5 contains 6948 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16715 members 
Mstep: Class 8 contains 188678 members 
Mstep: Class 13 contains 162528 members 
Mstep: Class 16 contains 20938 members 
Mstep: Class 19 contains 63882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110936.000000 Penalty: 36654.218750
Iteration 175Q: 12 clusters Score -8.111094e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 17200 members 
Mstep: Class 4 contains 191695 members 
Mstep: Class 5 contains 6948 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16759 members 
Mstep: Class 8 contains 188652 members 
Mstep: Class 13 contains 162430 members 
Mstep: Class 16 contains 20933 members 
Mstep: Class 19 contains 63891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110744.000000 Penalty: 36654.218750
Iteration 176Q: 12 clusters Score -8.111074e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 17166 members 
Mstep: Class 4 contains 191863 members 
Mstep: Class 5 contains 6946 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16812 members 
Mstep: Class 8 contains 188552 members 
Mstep: Class 13 contains 162353 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 19 contains 63887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110776.000000 Penalty: 36654.218750
Iteration 177Q: 12 clusters Score -8.111078e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17126 members 
Mstep: Class 4 contains 192040 members 
Mstep: Class 5 contains 6945 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16850 members 
Mstep: Class 8 contains 188508 members 
Mstep: Class 13 contains 162244 members 
Mstep: Class 16 contains 20924 members 
Mstep: Class 19 contains 63873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110832.000000 Penalty: 36654.218750
Iteration 178Q: 12 clusters Score -8.111083e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 17083 members 
Mstep: Class 4 contains 192238 members 
Mstep: Class 5 contains 6944 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16877 members 
Mstep: Class 8 contains 188431 members 
Mstep: Class 13 contains 162171 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 19 contains 63841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110832.000000 Penalty: 36654.218750
Iteration 179Q: 12 clusters Score -8.111083e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 17054 members 
Mstep: Class 4 contains 192441 members 
Mstep: Class 5 contains 6941 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16907 members 
Mstep: Class 8 contains 188352 members 
Mstep: Class 13 contains 162074 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 19 contains 63804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110944.000000 Penalty: 36654.218750
Iteration 180F: 12 clusters Score -8.111094e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 17032 members 
Mstep: Class 4 contains 192621 members 
Mstep: Class 5 contains 6939 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16938 members 
Mstep: Class 8 contains 188258 members 
Mstep: Class 13 contains 161981 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 19 contains 63795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110936.000000 Penalty: 36654.218750
Iteration 181Q: 12 clusters Score -8.111094e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 17004 members 
Mstep: Class 4 contains 192824 members 
Mstep: Class 5 contains 6937 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16967 members 
Mstep: Class 8 contains 188145 members 
Mstep: Class 13 contains 161894 members 
Mstep: Class 16 contains 20928 members 
Mstep: Class 19 contains 63788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111136.000000 Penalty: 36654.218750
Iteration 182Q: 12 clusters Score -8.111114e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 16981 members 
Mstep: Class 4 contains 193008 members 
Mstep: Class 5 contains 6936 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 16997 members 
Mstep: Class 8 contains 188069 members 
Mstep: Class 13 contains 161796 members 
Mstep: Class 16 contains 20927 members 
Mstep: Class 19 contains 63770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111040.000000 Penalty: 36654.218750
Iteration 183Q: 12 clusters Score -8.111104e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 16960 members 
Mstep: Class 4 contains 193152 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17020 members 
Mstep: Class 8 contains 188024 members 
Mstep: Class 13 contains 161709 members 
Mstep: Class 16 contains 20929 members 
Mstep: Class 19 contains 63758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110912.000000 Penalty: 36654.218750
Iteration 184Q: 12 clusters Score -8.111091e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 16943 members 
Mstep: Class 4 contains 193311 members 
Mstep: Class 5 contains 6933 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17034 members 
Mstep: Class 8 contains 187958 members 
Mstep: Class 13 contains 161615 members 
Mstep: Class 16 contains 20929 members 
Mstep: Class 19 contains 63756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110968.000000 Penalty: 36654.218750
Iteration 185Q: 12 clusters Score -8.111097e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 16921 members 
Mstep: Class 4 contains 193473 members 
Mstep: Class 5 contains 6931 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17060 members 
Mstep: Class 8 contains 187895 members 
Mstep: Class 13 contains 161517 members 
Mstep: Class 16 contains 20930 members 
Mstep: Class 19 contains 63752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111096.000000 Penalty: 36654.218750
Iteration 186Q: 12 clusters Score -8.11111e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 16908 members 
Mstep: Class 4 contains 193611 members 
Mstep: Class 5 contains 6929 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17079 members 
Mstep: Class 8 contains 187856 members 
Mstep: Class 13 contains 161430 members 
Mstep: Class 16 contains 20924 members 
Mstep: Class 19 contains 63743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110968.000000 Penalty: 36654.218750
Iteration 187Q: 12 clusters Score -8.111097e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 16898 members 
Mstep: Class 4 contains 193758 members 
Mstep: Class 5 contains 6927 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17090 members 
Mstep: Class 8 contains 187774 members 
Mstep: Class 13 contains 161374 members 
Mstep: Class 16 contains 20921 members 
Mstep: Class 19 contains 63735 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110928.000000 Penalty: 36654.218750
Iteration 188Q: 12 clusters Score -8.111093e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 16877 members 
Mstep: Class 4 contains 193907 members 
Mstep: Class 5 contains 6927 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17100 members 
Mstep: Class 8 contains 187684 members 
Mstep: Class 13 contains 161331 members 
Mstep: Class 16 contains 20919 members 
Mstep: Class 19 contains 63729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111040.000000 Penalty: 36654.218750
Iteration 189Q: 12 clusters Score -8.111104e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 16846 members 
Mstep: Class 4 contains 194066 members 
Mstep: Class 5 contains 6927 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17108 members 
Mstep: Class 8 contains 187613 members 
Mstep: Class 13 contains 161271 members 
Mstep: Class 16 contains 20918 members 
Mstep: Class 19 contains 63726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111064.000000 Penalty: 36654.218750
Iteration 190Q: 12 clusters Score -8.111106e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 16816 members 
Mstep: Class 4 contains 194260 members 
Mstep: Class 5 contains 6925 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17108 members 
Mstep: Class 8 contains 187494 members 
Mstep: Class 13 contains 161218 members 
Mstep: Class 16 contains 20922 members 
Mstep: Class 19 contains 63732 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111024.000000 Penalty: 36654.218750
Iteration 191Q: 12 clusters Score -8.111102e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 16799 members 
Mstep: Class 4 contains 194418 members 
Mstep: Class 5 contains 6926 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17107 members 
Mstep: Class 8 contains 187439 members 
Mstep: Class 13 contains 161153 members 
Mstep: Class 16 contains 20924 members 
Mstep: Class 19 contains 63718 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111136.000000 Penalty: 36654.218750
Iteration 192Q: 12 clusters Score -8.111114e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16780 members 
Mstep: Class 4 contains 194550 members 
Mstep: Class 5 contains 6925 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17108 members 
Mstep: Class 8 contains 187395 members 
Mstep: Class 13 contains 161096 members 
Mstep: Class 16 contains 20925 members 
Mstep: Class 19 contains 63708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111184.000000 Penalty: 36654.218750
Iteration 193Q: 12 clusters Score -8.111118e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 16766 members 
Mstep: Class 4 contains 194658 members 
Mstep: Class 5 contains 6923 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17109 members 
Mstep: Class 8 contains 187345 members 
Mstep: Class 13 contains 161055 members 
Mstep: Class 16 contains 20926 members 
Mstep: Class 19 contains 63703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111080.000000 Penalty: 36654.218750
Iteration 194Q: 12 clusters Score -8.111108e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16744 members 
Mstep: Class 4 contains 194746 members 
Mstep: Class 5 contains 6923 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17117 members 
Mstep: Class 8 contains 187336 members 
Mstep: Class 13 contains 161008 members 
Mstep: Class 16 contains 20923 members 
Mstep: Class 19 contains 63678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110992.000000 Penalty: 36654.218750
Iteration 195Q: 12 clusters Score -8.111099e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 16720 members 
Mstep: Class 4 contains 194812 members 
Mstep: Class 5 contains 6923 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17108 members 
Mstep: Class 8 contains 187369 members 
Mstep: Class 13 contains 160960 members 
Mstep: Class 16 contains 20921 members 
Mstep: Class 19 contains 63662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110912.000000 Penalty: 36654.218750
Iteration 196Q: 12 clusters Score -8.111091e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 16693 members 
Mstep: Class 4 contains 194903 members 
Mstep: Class 5 contains 6922 members 
Mstep: Class 6 contains 445 members 
Mstep: Class 7 contains 17102 members 
Mstep: Class 8 contains 187375 members 
Mstep: Class 13 contains 160933 members 
Mstep: Class 16 contains 20917 members 
Mstep: Class 19 contains 63633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110768.000000 Penalty: 36654.218750
Iteration 197Q: 12 clusters Score -8.111077e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 16664 members 
Mstep: Class 4 contains 194977 members 
Mstep: Class 5 contains 6921 members 
Mstep: Class 6 contains 444 members 
Mstep: Class 7 contains 17098 members 
Mstep: Class 8 contains 187387 members 
Mstep: Class 13 contains 160910 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 19 contains 63611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110832.000000 Penalty: 36654.218750
Iteration 198Q: 12 clusters Score -8.111083e+07 nChanged 629
Entering ConstructFrom: 
Score: -81110832.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (12849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Entering Unmasked Estep 
Score: -1543186.375000 Penalty: 2346.333252
	Iteration 0F: 2 clusters Score -1543186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1533709.125000 Penalty: 4692.666504
	Iteration 0F: 3 clusters Score -1533709 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -1536652.750000 Penalty: 4692.666504
	Iteration 1F: 3 clusters Score -1536653 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1537216.500000 Penalty: 4692.666504
	Iteration 2F: 3 clusters Score -1537216 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1537791.875000 Penalty: 4692.666504
	Iteration 3F: 3 clusters Score -1537792 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -1538453.125000 Penalty: 4692.666504
	Iteration 4F: 3 clusters Score -1538453 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -1539135.875000 Penalty: 4692.666504
	Iteration 5F: 3 clusters Score -1539136 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1539797.750000 Penalty: 4692.666504
	Iteration 6F: 3 clusters Score -1539798 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1540425.000000 Penalty: 4692.666504
	Iteration 7F: 3 clusters Score -1540425 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1540971.000000 Penalty: 4692.666504
	Iteration 8F: 3 clusters Score -1540971 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1541391.750000 Penalty: 4692.666504
	Iteration 9Q: 3 clusters Score -1541392 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1541669.375000 Penalty: 4692.666504
	Iteration 10Q: 3 clusters Score -1541669 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -1541833.500000 Penalty: 4692.666504
	Iteration 11Q: 3 clusters Score -1541834 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1541959.625000 Penalty: 4692.666504
	Iteration 12Q: 3 clusters Score -1541960 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1542016.375000 Penalty: 4692.666504
	Iteration 13Q: 3 clusters Score -1542016 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1542056.625000 Penalty: 4692.666504
	Iteration 14Q: 3 clusters Score -1542057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1542078.625000 Penalty: 4692.666504
	Iteration 15Q: 3 clusters Score -1542079 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1542089.125000 Penalty: 4692.666504
	Iteration 16Q: 3 clusters Score -1542089 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1542095.125000 Penalty: 4692.666504
	Iteration 17Q: 3 clusters Score -1542095 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1542095.125000 Penalty: 4692.666504
	Iteration 18Q: 3 clusters Score -1542095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1542096.750000 Penalty: 4692.666504
	Iteration 19Q: 3 clusters Score -1542097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9044 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1542097.625000 Penalty: 4692.666504
	Iteration 20F: 3 clusters Score -1542098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1542103.000000 Penalty: 4692.666504
	Iteration 21Q: 3 clusters Score -1542103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1542102.750000 Penalty: 4692.666504
	Iteration 22Q: 3 clusters Score -1542103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1542103.125000 Penalty: 4692.666504
	Iteration 23Q: 3 clusters Score -1542103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -1542107.250000 Penalty: 4692.666504
	Iteration 24Q: 3 clusters Score -1542107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1542108.125000 Penalty: 4692.666504
	Iteration 25Q: 3 clusters Score -1542108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1542109.875000 Penalty: 4692.666504
	Iteration 26Q: 3 clusters Score -1542110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -1542112.375000 Penalty: 4692.666504
	Iteration 27Q: 3 clusters Score -1542112 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9120 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1542110.500000 Penalty: 4692.666504
	Iteration 28Q: 3 clusters Score -1542110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1542113.250000 Penalty: 4692.666504
	Iteration 29Q: 3 clusters Score -1542113 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -1542117.875000 Penalty: 4692.666504
	Iteration 30Q: 3 clusters Score -1542118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1542120.500000 Penalty: 4692.666504
	Iteration 31Q: 3 clusters Score -1542120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -1542118.375000 Penalty: 4692.666504
	Iteration 32Q: 3 clusters Score -1542118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1542122.250000 Penalty: 4692.666504
	Iteration 33Q: 3 clusters Score -1542122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1542120.750000 Penalty: 4692.666504
	Iteration 34Q: 3 clusters Score -1542121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1542118.875000 Penalty: 4692.666504
	Iteration 35Q: 3 clusters Score -1542119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1542120.500000 Penalty: 4692.666504
	Iteration 36Q: 3 clusters Score -1542120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1542119.875000 Penalty: 4692.666504
	Iteration 37Q: 3 clusters Score -1542120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1542122.375000 Penalty: 4692.666504
	Iteration 38Q: 3 clusters Score -1542122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1542119.875000 Penalty: 4692.666504
	Iteration 39Q: 3 clusters Score -1542120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1542121.375000 Penalty: 4692.666504
	Iteration 40F: 3 clusters Score -1542121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1542121.125000 Penalty: 4692.666504
	Iteration 41Q: 3 clusters Score -1542121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1542120.125000 Penalty: 4692.666504
	Iteration 42Q: 3 clusters Score -1542120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -1542120.125000 Penalty: 4692.666504
	Iteration 43F: 3 clusters Score -1542120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Entering Unmasked Estep 
Score: -293422.656250 Penalty: 1950.471313
	Iteration 0F: 2 clusters Score -293422.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -290434.093750 Penalty: 3900.942627
	Iteration 0F: 3 clusters Score -290434.1 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291029.125000 Penalty: 3900.942627
	Iteration 1F: 3 clusters Score -291029.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -291194.937500 Penalty: 3900.942627
	Iteration 2F: 3 clusters Score -291194.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -291299.375000 Penalty: 3900.942627
	Iteration 3F: 3 clusters Score -291299.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -291359.625000 Penalty: 3900.942627
	Iteration 4Q: 3 clusters Score -291359.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -291402.812500 Penalty: 3900.942627
	Iteration 5Q: 3 clusters Score -291402.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -291440.093750 Penalty: 3900.942627
	Iteration 6Q: 3 clusters Score -291440.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -291479.000000 Penalty: 3900.942627
	Iteration 7Q: 3 clusters Score -291479 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -291513.468750 Penalty: 3900.942627
	Iteration 8Q: 3 clusters Score -291513.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -291535.625000 Penalty: 3900.942627
	Iteration 9Q: 3 clusters Score -291535.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -291555.812500 Penalty: 3900.942627
	Iteration 10Q: 3 clusters Score -291555.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -291573.531250 Penalty: 3900.942627
	Iteration 11Q: 3 clusters Score -291573.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -291588.281250 Penalty: 3900.942627
	Iteration 12Q: 3 clusters Score -291588.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -291604.093750 Penalty: 3900.942627
	Iteration 13Q: 3 clusters Score -291604.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -291620.218750 Penalty: 3900.942627
	Iteration 14Q: 3 clusters Score -291620.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -291633.281250 Penalty: 3900.942627
	Iteration 15Q: 3 clusters Score -291633.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -291640.312500 Penalty: 3900.942627
	Iteration 16Q: 3 clusters Score -291640.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -291646.125000 Penalty: 3900.942627
	Iteration 17Q: 3 clusters Score -291646.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -291652.281250 Penalty: 3900.942627
	Iteration 18Q: 3 clusters Score -291652.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -291656.343750 Penalty: 3900.942627
	Iteration 19Q: 3 clusters Score -291656.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -291661.187500 Penalty: 3900.942627
	Iteration 20F: 3 clusters Score -291661.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -291665.750000 Penalty: 3900.942627
	Iteration 21Q: 3 clusters Score -291665.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -291667.750000 Penalty: 3900.942627
	Iteration 22Q: 3 clusters Score -291667.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -291670.468750 Penalty: 3900.942627
	Iteration 23Q: 3 clusters Score -291670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -291673.593750 Penalty: 3900.942627
	Iteration 24Q: 3 clusters Score -291673.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -291676.625000 Penalty: 3900.942627
	Iteration 25Q: 3 clusters Score -291676.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -291677.812500 Penalty: 3900.942627
	Iteration 26Q: 3 clusters Score -291677.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -291680.281250 Penalty: 3900.942627
	Iteration 27Q: 3 clusters Score -291680.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -291683.906250 Penalty: 3900.942627
	Iteration 28Q: 3 clusters Score -291683.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -291685.531250 Penalty: 3900.942627
	Iteration 29Q: 3 clusters Score -291685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -291688.312500 Penalty: 3900.942627
	Iteration 30Q: 3 clusters Score -291688.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -291691.062500 Penalty: 3900.942627
	Iteration 31Q: 3 clusters Score -291691.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -291694.843750 Penalty: 3900.942627
	Iteration 32Q: 3 clusters Score -291694.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -291698.687500 Penalty: 3900.942627
	Iteration 33Q: 3 clusters Score -291698.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -291701.312500 Penalty: 3900.942627
	Iteration 34Q: 3 clusters Score -291701.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -291702.875000 Penalty: 3900.942627
	Iteration 35Q: 3 clusters Score -291702.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -291705.468750 Penalty: 3900.942627
	Iteration 36Q: 3 clusters Score -291705.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -291708.062500 Penalty: 3900.942627
	Iteration 37Q: 3 clusters Score -291708.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -291709.125000 Penalty: 3900.942627
	Iteration 38Q: 3 clusters Score -291709.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -291710.281250 Penalty: 3900.942627
	Iteration 39Q: 3 clusters Score -291710.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -291710.625000 Penalty: 3900.942627
	Iteration 40F: 3 clusters Score -291710.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -291711.437500 Penalty: 3900.942627
	Iteration 41Q: 3 clusters Score -291711.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -291711.437500 Penalty: 3900.942627
	Iteration 42F: 3 clusters Score -291711.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Entering Unmasked Estep 
Score: -2052311.000000 Penalty: 2410.198486
	Iteration 0F: 2 clusters Score -2052311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2040272.000000 Penalty: 4820.396973
	Iteration 0F: 3 clusters Score -2040272 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2044295.375000 Penalty: 4820.396973
	Iteration 1F: 3 clusters Score -2044295 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -2044681.500000 Penalty: 4820.396973
	Iteration 2F: 3 clusters Score -2044682 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 7456 members 
Entering Unmasked Estep 
Score: -2045043.000000 Penalty: 4820.396973
	Iteration 3F: 3 clusters Score -2045043 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -2045380.250000 Penalty: 4820.396973
	Iteration 4Q: 3 clusters Score -2045380 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -2045747.625000 Penalty: 4820.396973
	Iteration 5Q: 3 clusters Score -2045748 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 5985 members 
Entering Unmasked Estep 
Score: -2046223.000000 Penalty: 4820.396973
	Iteration 6Q: 3 clusters Score -2046223 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -2046807.375000 Penalty: 4820.396973
	Iteration 7F: 3 clusters Score -2046807 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2047567.000000 Penalty: 4820.396973
	Iteration 8F: 3 clusters Score -2047567 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -2048373.250000 Penalty: 4820.396973
	Iteration 9F: 3 clusters Score -2048373 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -2049082.125000 Penalty: 4820.396973
	Iteration 10Q: 3 clusters Score -2049082 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2049515.125000 Penalty: 4820.396973
	Iteration 11Q: 3 clusters Score -2049515 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2049682.750000 Penalty: 4820.396973
	Iteration 12Q: 3 clusters Score -2049683 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -2049760.375000 Penalty: 4820.396973
	Iteration 13Q: 3 clusters Score -2049760 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13839 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -2049800.375000 Penalty: 4820.396973
	Iteration 14Q: 3 clusters Score -2049800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2049821.500000 Penalty: 4820.396973
	Iteration 15Q: 3 clusters Score -2049822 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -2049850.375000 Penalty: 4820.396973
	Iteration 16Q: 3 clusters Score -2049850 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2049868.000000 Penalty: 4820.396973
	Iteration 17Q: 3 clusters Score -2049868 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -2049882.125000 Penalty: 4820.396973
	Iteration 18Q: 3 clusters Score -2049882 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -2049900.875000 Penalty: 4820.396973
	Iteration 19Q: 3 clusters Score -2049901 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -2049925.125000 Penalty: 4820.396973
	Iteration 20F: 3 clusters Score -2049925 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14190 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2049938.000000 Penalty: 4820.396973
	Iteration 21Q: 3 clusters Score -2049938 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -2049947.250000 Penalty: 4820.396973
	Iteration 22Q: 3 clusters Score -2049947 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -2049957.750000 Penalty: 4820.396973
	Iteration 23Q: 3 clusters Score -2049958 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2049959.375000 Penalty: 4820.396973
	Iteration 24Q: 3 clusters Score -2049959 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -2049973.250000 Penalty: 4820.396973
	Iteration 25Q: 3 clusters Score -2049973 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14329 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2049970.625000 Penalty: 4820.396973
	Iteration 26Q: 3 clusters Score -2049971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -2049973.125000 Penalty: 4820.396973
	Iteration 27Q: 3 clusters Score -2049973 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2049974.625000 Penalty: 4820.396973
	Iteration 28Q: 3 clusters Score -2049975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2049980.000000 Penalty: 4820.396973
	Iteration 29Q: 3 clusters Score -2049980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2049981.375000 Penalty: 4820.396973
	Iteration 30Q: 3 clusters Score -2049981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2049980.625000 Penalty: 4820.396973
	Iteration 31Q: 3 clusters Score -2049981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2049985.750000 Penalty: 4820.396973
	Iteration 32Q: 3 clusters Score -2049986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -2049990.000000 Penalty: 4820.396973
	Iteration 33Q: 3 clusters Score -2049990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -2049990.000000 Penalty: 4820.396973
	Iteration 34Q: 3 clusters Score -2049990 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2049996.875000 Penalty: 4820.396973
	Iteration 35Q: 3 clusters Score -2049997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14422 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2049995.750000 Penalty: 4820.396973
	Iteration 36Q: 3 clusters Score -2049996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2049998.375000 Penalty: 4820.396973
	Iteration 37Q: 3 clusters Score -2049998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14428 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2049997.750000 Penalty: 4820.396973
	Iteration 38Q: 3 clusters Score -2049998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2049998.250000 Penalty: 4820.396973
	Iteration 39Q: 3 clusters Score -2049998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14436 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2049999.250000 Penalty: 4820.396973
	Iteration 40F: 3 clusters Score -2049999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14439 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2049996.750000 Penalty: 4820.396973
	Iteration 41Q: 3 clusters Score -2049997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2049999.750000 Penalty: 4820.396973
	Iteration 42Q: 3 clusters Score -2050000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2050000.000000 Penalty: 4820.396973
	Iteration 43Q: 3 clusters Score -2050000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2049999.250000 Penalty: 4820.396973
	Iteration 44Q: 3 clusters Score -2049999 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -2049999.250000 Penalty: 4820.396973
	Iteration 45F: 3 clusters Score -2049999 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (195055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195055 members 
Entering Unmasked Estep 
Score: -23432800.000000 Penalty: 3020.897217
	Iteration 0F: 2 clusters Score -2.34328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97255 members 
Mstep: Class 2 contains 97800 members 
Entering Unmasked Estep 
Score: -23305144.000000 Penalty: 6041.794434
	Iteration 0F: 3 clusters Score -2.330514e+07 nChanged 93571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91078 members 
Mstep: Class 2 contains 103977 members 
Entering Unmasked Estep 
Score: -23359930.000000 Penalty: 6041.794434
	Iteration 1F: 3 clusters Score -2.335993e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87104 members 
Mstep: Class 2 contains 107951 members 
Entering Unmasked Estep 
Score: -23361274.000000 Penalty: 6041.794434
	Iteration 2Q: 3 clusters Score -2.336127e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81052 members 
Mstep: Class 2 contains 114003 members 
Entering Unmasked Estep 
Score: -23363602.000000 Penalty: 6041.794434
	Iteration 3Q: 3 clusters Score -2.33636e+07 nChanged 9990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71688 members 
Mstep: Class 2 contains 123367 members 
Entering Unmasked Estep 
Score: -23368126.000000 Penalty: 6041.794434
	Iteration 4F: 3 clusters Score -2.336813e+07 nChanged 13619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 136686 members 
Entering Unmasked Estep 
Score: -23376910.000000 Penalty: 6041.794434
	Iteration 5F: 3 clusters Score -2.337691e+07 nChanged 17427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 153991 members 
Entering Unmasked Estep 
Score: -23391908.000000 Penalty: 6041.794434
	Iteration 6F: 3 clusters Score -2.339191e+07 nChanged 17788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 171743 members 
Entering Unmasked Estep 
Score: -23408472.000000 Penalty: 6041.794434
	Iteration 7F: 3 clusters Score -2.340847e+07 nChanged 12824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 184547 members 
Entering Unmasked Estep 
Score: -23420956.000000 Penalty: 6041.794434
	Iteration 8F: 3 clusters Score -2.342096e+07 nChanged 6556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 191085 members 
Entering Unmasked Estep 
Score: -23427012.000000 Penalty: 6041.794434
	Iteration 9Q: 3 clusters Score -2.342701e+07 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 193472 members 
Entering Unmasked Estep 
Score: -23428936.000000 Penalty: 6041.794434
	Iteration 10Q: 3 clusters Score -2.342894e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 194213 members 
Entering Unmasked Estep 
Score: -23429642.000000 Penalty: 6041.794434
	Iteration 11Q: 3 clusters Score -2.342964e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 194485 members 
Entering Unmasked Estep 
Score: -23429890.000000 Penalty: 6041.794434
	Iteration 12Q: 3 clusters Score -2.342989e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 194589 members 
Entering Unmasked Estep 
Score: -23430016.000000 Penalty: 6041.794434
	Iteration 13Q: 3 clusters Score -2.343002e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 194629 members 
Entering Unmasked Estep 
Score: -23430110.000000 Penalty: 6041.794434
	Iteration 14Q: 3 clusters Score -2.343011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 194640 members 
Entering Unmasked Estep 
Score: -23430140.000000 Penalty: 6041.794434
	Iteration 15Q: 3 clusters Score -2.343014e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 194647 members 
Entering Unmasked Estep 
Score: -23430192.000000 Penalty: 6041.794434
	Iteration 16Q: 3 clusters Score -2.343019e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 194655 members 
Entering Unmasked Estep 
Score: -23430198.000000 Penalty: 6041.794434
	Iteration 17Q: 3 clusters Score -2.34302e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 194658 members 
Entering Unmasked Estep 
Score: -23430208.000000 Penalty: 6041.794434
	Iteration 18Q: 3 clusters Score -2.343021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 194660 members 
Entering Unmasked Estep 
Score: -23430200.000000 Penalty: 6041.794434
	Iteration 19Q: 3 clusters Score -2.34302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 194662 members 
Entering Unmasked Estep 
Score: -23430224.000000 Penalty: 6041.794434
	Iteration 20F: 3 clusters Score -2.343022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 194663 members 
Entering Unmasked Estep 
Score: -23430228.000000 Penalty: 6041.794434
	Iteration 21Q: 3 clusters Score -2.343023e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 194664 members 
Entering Unmasked Estep 
Score: -23430250.000000 Penalty: 6041.794434
	Iteration 22Q: 3 clusters Score -2.343025e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 194662 members 
Entering Unmasked Estep 
Score: -23430256.000000 Penalty: 6041.794434
	Iteration 23Q: 3 clusters Score -2.343026e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 194662 members 
Entering Unmasked Estep 
Score: -23430256.000000 Penalty: 6041.794434
	Iteration 24Q: 3 clusters Score -2.343026e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 194662 members 
Entering Unmasked Estep 
Score: -23430256.000000 Penalty: 6041.794434
	Iteration 25F: 3 clusters Score -2.343026e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6921 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Entering Unmasked Estep 
Score: -798359.375000 Penalty: 2192.894287
	Iteration 0F: 2 clusters Score -798359.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -792639.375000 Penalty: 4385.788574
	Iteration 0F: 3 clusters Score -792639.4 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -794290.000000 Penalty: 4385.788574
	Iteration 1F: 3 clusters Score -794290 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -794780.125000 Penalty: 4385.788574
	Iteration 2F: 3 clusters Score -794780.1 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -795212.062500 Penalty: 4385.788574
	Iteration 3F: 3 clusters Score -795212.1 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -795590.000000 Penalty: 4385.788574
	Iteration 4F: 3 clusters Score -795590 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -795965.375000 Penalty: 4385.788574
	Iteration 5F: 3 clusters Score -795965.4 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -796294.437500 Penalty: 4385.788574
	Iteration 6F: 3 clusters Score -796294.4 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -796560.000000 Penalty: 4385.788574
	Iteration 7Q: 3 clusters Score -796560 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -796746.937500 Penalty: 4385.788574
	Iteration 8Q: 3 clusters Score -796746.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -796875.937500 Penalty: 4385.788574
	Iteration 9Q: 3 clusters Score -796875.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -796960.562500 Penalty: 4385.788574
	Iteration 10Q: 3 clusters Score -796960.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -797009.437500 Penalty: 4385.788574
	Iteration 11Q: 3 clusters Score -797009.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -797042.250000 Penalty: 4385.788574
	Iteration 12Q: 3 clusters Score -797042.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -797073.250000 Penalty: 4385.788574
	Iteration 13Q: 3 clusters Score -797073.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -797093.437500 Penalty: 4385.788574
	Iteration 14Q: 3 clusters Score -797093.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -797105.125000 Penalty: 4385.788574
	Iteration 15Q: 3 clusters Score -797105.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -797121.687500 Penalty: 4385.788574
	Iteration 16Q: 3 clusters Score -797121.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -797132.062500 Penalty: 4385.788574
	Iteration 17Q: 3 clusters Score -797132.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -797142.000000 Penalty: 4385.788574
	Iteration 18Q: 3 clusters Score -797142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -797150.187500 Penalty: 4385.788574
	Iteration 19Q: 3 clusters Score -797150.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -797152.812500 Penalty: 4385.788574
	Iteration 20F: 3 clusters Score -797152.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -797154.250000 Penalty: 4385.788574
	Iteration 21Q: 3 clusters Score -797154.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -797153.812500 Penalty: 4385.788574
	Iteration 22Q: 3 clusters Score -797153.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -797153.812500 Penalty: 4385.788574
	Iteration 23F: 3 clusters Score -797153.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Entering Unmasked Estep 
Score: -43527.683594 Penalty: 1511.205322
	Iteration 0F: 2 clusters Score -43527.68 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -42222.078125 Penalty: 3022.410645
	Iteration 0F: 3 clusters Score -42222.08 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42422.988281 Penalty: 3022.410645
	Iteration 1F: 3 clusters Score -42422.99 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -42467.054688 Penalty: 3022.410645
	Iteration 2Q: 3 clusters Score -42467.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -42476.761719 Penalty: 3022.410645
	Iteration 3Q: 3 clusters Score -42476.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -42486.960938 Penalty: 3022.410645
	Iteration 4Q: 3 clusters Score -42486.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42496.445312 Penalty: 3022.410645
	Iteration 5Q: 3 clusters Score -42496.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42497.605469 Penalty: 3022.410645
	Iteration 6Q: 3 clusters Score -42497.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -42502.359375 Penalty: 3022.410645
	Iteration 7Q: 3 clusters Score -42502.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42504.875000 Penalty: 3022.410645
	Iteration 8Q: 3 clusters Score -42504.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -42504.875000 Penalty: 3022.410645
	Iteration 9F: 3 clusters Score -42504.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Entering Unmasked Estep 
Score: -2076285.875000 Penalty: 2417.330566
	Iteration 0F: 2 clusters Score -2076286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2064126.375000 Penalty: 4834.661133
	Iteration 0F: 3 clusters Score -2064126 nChanged 7420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2068152.750000 Penalty: 4834.661133
	Iteration 1F: 3 clusters Score -2068153 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -2068658.375000 Penalty: 4834.661133
	Iteration 2F: 3 clusters Score -2068658 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2069264.125000 Penalty: 4834.661133
	Iteration 3F: 3 clusters Score -2069264 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -2069968.750000 Penalty: 4834.661133
	Iteration 4F: 3 clusters Score -2069969 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -2070655.750000 Penalty: 4834.661133
	Iteration 5F: 3 clusters Score -2070656 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -2071286.750000 Penalty: 4834.661133
	Iteration 6F: 3 clusters Score -2071287 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -2071913.375000 Penalty: 4834.661133
	Iteration 7F: 3 clusters Score -2071913 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2072523.125000 Penalty: 4834.661133
	Iteration 8F: 3 clusters Score -2072523 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2073081.625000 Penalty: 4834.661133
	Iteration 9Q: 3 clusters Score -2073082 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -2073515.250000 Penalty: 4834.661133
	Iteration 10Q: 3 clusters Score -2073515 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -2073812.875000 Penalty: 4834.661133
	Iteration 11Q: 3 clusters Score -2073813 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2073996.375000 Penalty: 4834.661133
	Iteration 12Q: 3 clusters Score -2073996 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -2074156.125000 Penalty: 4834.661133
	Iteration 13Q: 3 clusters Score -2074156 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -2074289.750000 Penalty: 4834.661133
	Iteration 14Q: 3 clusters Score -2074290 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -2074425.000000 Penalty: 4834.661133
	Iteration 15Q: 3 clusters Score -2074425 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -2074551.375000 Penalty: 4834.661133
	Iteration 16Q: 3 clusters Score -2074551 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10440 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -2074674.125000 Penalty: 4834.661133
	Iteration 17Q: 3 clusters Score -2074674 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -2074791.125000 Penalty: 4834.661133
	Iteration 18Q: 3 clusters Score -2074791 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -2074865.625000 Penalty: 4834.661133
	Iteration 19Q: 3 clusters Score -2074866 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2074939.625000 Penalty: 4834.661133
	Iteration 20F: 3 clusters Score -2074940 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -2074993.875000 Penalty: 4834.661133
	Iteration 21Q: 3 clusters Score -2074994 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2075033.500000 Penalty: 4834.661133
	Iteration 22Q: 3 clusters Score -2075034 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2075071.750000 Penalty: 4834.661133
	Iteration 23Q: 3 clusters Score -2075072 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2075092.375000 Penalty: 4834.661133
	Iteration 24Q: 3 clusters Score -2075092 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2075104.750000 Penalty: 4834.661133
	Iteration 25Q: 3 clusters Score -2075105 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -2075123.625000 Penalty: 4834.661133
	Iteration 26Q: 3 clusters Score -2075124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2075128.625000 Penalty: 4834.661133
	Iteration 27Q: 3 clusters Score -2075129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -2075139.625000 Penalty: 4834.661133
	Iteration 28Q: 3 clusters Score -2075140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2075148.750000 Penalty: 4834.661133
	Iteration 29Q: 3 clusters Score -2075149 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -2075152.250000 Penalty: 4834.661133
	Iteration 30Q: 3 clusters Score -2075152 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -2075157.000000 Penalty: 4834.661133
	Iteration 31Q: 3 clusters Score -2075157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2075174.750000 Penalty: 4834.661133
	Iteration 32Q: 3 clusters Score -2075175 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2075178.125000 Penalty: 4834.661133
	Iteration 33Q: 3 clusters Score -2075178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -2075185.250000 Penalty: 4834.661133
	Iteration 34Q: 3 clusters Score -2075185 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2075190.500000 Penalty: 4834.661133
	Iteration 35Q: 3 clusters Score -2075190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2075194.375000 Penalty: 4834.661133
	Iteration 36Q: 3 clusters Score -2075194 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2075196.625000 Penalty: 4834.661133
	Iteration 37Q: 3 clusters Score -2075197 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -2075209.625000 Penalty: 4834.661133
	Iteration 38Q: 3 clusters Score -2075210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2075218.125000 Penalty: 4834.661133
	Iteration 39Q: 3 clusters Score -2075218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2075226.500000 Penalty: 4834.661133
	Iteration 40F: 3 clusters Score -2075226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2075241.625000 Penalty: 4834.661133
	Iteration 41Q: 3 clusters Score -2075242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2075243.125000 Penalty: 4834.661133
	Iteration 42Q: 3 clusters Score -2075243 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -2075251.500000 Penalty: 4834.661133
	Iteration 43Q: 3 clusters Score -2075252 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2075264.375000 Penalty: 4834.661133
	Iteration 44Q: 3 clusters Score -2075264 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2075275.250000 Penalty: 4834.661133
	Iteration 45Q: 3 clusters Score -2075275 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2075281.250000 Penalty: 4834.661133
	Iteration 46Q: 3 clusters Score -2075281 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -2075286.750000 Penalty: 4834.661133
	Iteration 47Q: 3 clusters Score -2075287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2075288.375000 Penalty: 4834.661133
	Iteration 48Q: 3 clusters Score -2075288 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2075291.250000 Penalty: 4834.661133
	Iteration 49Q: 3 clusters Score -2075291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -2075299.250000 Penalty: 4834.661133
	Iteration 50Q: 3 clusters Score -2075299 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2075296.000000 Penalty: 4834.661133
	Iteration 51Q: 3 clusters Score -2075296 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -2075301.250000 Penalty: 4834.661133
	Iteration 52Q: 3 clusters Score -2075301 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -2075311.375000 Penalty: 4834.661133
	Iteration 53Q: 3 clusters Score -2075311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2075320.000000 Penalty: 4834.661133
	Iteration 54Q: 3 clusters Score -2075320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -2075322.125000 Penalty: 4834.661133
	Iteration 55Q: 3 clusters Score -2075322 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2075331.625000 Penalty: 4834.661133
	Iteration 56Q: 3 clusters Score -2075332 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -2075330.750000 Penalty: 4834.661133
	Iteration 57Q: 3 clusters Score -2075331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2075336.375000 Penalty: 4834.661133
	Iteration 58Q: 3 clusters Score -2075336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -2075339.375000 Penalty: 4834.661133
	Iteration 59Q: 3 clusters Score -2075339 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -2075342.250000 Penalty: 4834.661133
	Iteration 60F: 3 clusters Score -2075342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -2075349.625000 Penalty: 4834.661133
	Iteration 61Q: 3 clusters Score -2075350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -2075352.375000 Penalty: 4834.661133
	Iteration 62Q: 3 clusters Score -2075352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -2075354.250000 Penalty: 4834.661133
	Iteration 63Q: 3 clusters Score -2075354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2075361.500000 Penalty: 4834.661133
	Iteration 64Q: 3 clusters Score -2075362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2075359.875000 Penalty: 4834.661133
	Iteration 65Q: 3 clusters Score -2075360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -2075371.125000 Penalty: 4834.661133
	Iteration 66Q: 3 clusters Score -2075371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2075370.750000 Penalty: 4834.661133
	Iteration 67Q: 3 clusters Score -2075371 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -2075373.250000 Penalty: 4834.661133
	Iteration 68Q: 3 clusters Score -2075373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -2075372.375000 Penalty: 4834.661133
	Iteration 69Q: 3 clusters Score -2075372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -2075374.500000 Penalty: 4834.661133
	Iteration 70Q: 3 clusters Score -2075374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -2075378.125000 Penalty: 4834.661133
	Iteration 71Q: 3 clusters Score -2075378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -2075376.000000 Penalty: 4834.661133
	Iteration 72Q: 3 clusters Score -2075376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2075380.000000 Penalty: 4834.661133
	Iteration 73Q: 3 clusters Score -2075380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2075378.250000 Penalty: 4834.661133
	Iteration 74Q: 3 clusters Score -2075378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2075378.125000 Penalty: 4834.661133
	Iteration 75Q: 3 clusters Score -2075378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2075380.750000 Penalty: 4834.661133
	Iteration 76Q: 3 clusters Score -2075381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2075382.500000 Penalty: 4834.661133
	Iteration 77Q: 3 clusters Score -2075382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2075384.375000 Penalty: 4834.661133
	Iteration 78Q: 3 clusters Score -2075384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2075384.250000 Penalty: 4834.661133
	Iteration 79Q: 3 clusters Score -2075384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2075384.750000 Penalty: 4834.661133
	Iteration 80F: 3 clusters Score -2075385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -2075385.500000 Penalty: 4834.661133
	Iteration 81Q: 3 clusters Score -2075386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -2075385.500000 Penalty: 4834.661133
	Iteration 82Q: 3 clusters Score -2075386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -2075384.500000 Penalty: 4834.661133
	Iteration 83Q: 3 clusters Score -2075384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2075384.500000 Penalty: 4834.661133
	Iteration 84Q: 3 clusters Score -2075384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2075381.125000 Penalty: 4834.661133
	Iteration 85Q: 3 clusters Score -2075381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -2075382.125000 Penalty: 4834.661133
	Iteration 86Q: 3 clusters Score -2075382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2075381.625000 Penalty: 4834.661133
	Iteration 87Q: 3 clusters Score -2075382 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -2075383.750000 Penalty: 4834.661133
	Iteration 88Q: 3 clusters Score -2075384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13230 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2075386.375000 Penalty: 4834.661133
	Iteration 89Q: 3 clusters Score -2075386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2075385.250000 Penalty: 4834.661133
	Iteration 90Q: 3 clusters Score -2075385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2075387.000000 Penalty: 4834.661133
	Iteration 91Q: 3 clusters Score -2075387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2075388.125000 Penalty: 4834.661133
	Iteration 92Q: 3 clusters Score -2075388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -2075390.875000 Penalty: 4834.661133
	Iteration 93Q: 3 clusters Score -2075391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2075390.375000 Penalty: 4834.661133
	Iteration 94Q: 3 clusters Score -2075390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2075392.750000 Penalty: 4834.661133
	Iteration 95Q: 3 clusters Score -2075393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -2075391.875000 Penalty: 4834.661133
	Iteration 96Q: 3 clusters Score -2075392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2075393.875000 Penalty: 4834.661133
	Iteration 97Q: 3 clusters Score -2075394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -2075392.375000 Penalty: 4834.661133
	Iteration 98Q: 3 clusters Score -2075392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13263 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2075390.125000 Penalty: 4834.661133
	Iteration 99Q: 3 clusters Score -2075390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -2075389.625000 Penalty: 4834.661133
	Iteration 100F: 3 clusters Score -2075390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -2075388.625000 Penalty: 4834.661133
	Iteration 101Q: 3 clusters Score -2075389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2075390.000000 Penalty: 4834.661133
	Iteration 102Q: 3 clusters Score -2075390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2075392.250000 Penalty: 4834.661133
	Iteration 103Q: 3 clusters Score -2075392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2075393.000000 Penalty: 4834.661133
	Iteration 104Q: 3 clusters Score -2075393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -2075393.000000 Penalty: 4834.661133
	Iteration 105F: 3 clusters Score -2075393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (187401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187401 members 
Entering Unmasked Estep 
Score: -22630388.000000 Penalty: 3010.969727
	Iteration 0F: 2 clusters Score -2.263039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93573 members 
Mstep: Class 2 contains 93828 members 
Entering Unmasked Estep 
Score: -22508240.000000 Penalty: 6021.939453
	Iteration 0F: 3 clusters Score -2.250824e+07 nChanged 89897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91494 members 
Mstep: Class 2 contains 95907 members 
Entering Unmasked Estep 
Score: -22560000.000000 Penalty: 6021.939453
	Iteration 1F: 3 clusters Score -2.256e+07 nChanged 4826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 97211 members 
Entering Unmasked Estep 
Score: -22560848.000000 Penalty: 6021.939453
	Iteration 2Q: 3 clusters Score -2.256085e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88217 members 
Mstep: Class 2 contains 99184 members 
Entering Unmasked Estep 
Score: -22561642.000000 Penalty: 6021.939453
	Iteration 3Q: 3 clusters Score -2.256164e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85382 members 
Mstep: Class 2 contains 102019 members 
Entering Unmasked Estep 
Score: -22562848.000000 Penalty: 6021.939453
	Iteration 4Q: 3 clusters Score -2.256285e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81041 members 
Mstep: Class 2 contains 106360 members 
Entering Unmasked Estep 
Score: -22564562.000000 Penalty: 6021.939453
	Iteration 5Q: 3 clusters Score -2.256456e+07 nChanged 7352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 112888 members 
Entering Unmasked Estep 
Score: -22567372.000000 Penalty: 6021.939453
	Iteration 6Q: 3 clusters Score -2.256737e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65060 members 
Mstep: Class 2 contains 122341 members 
Entering Unmasked Estep 
Score: -22572450.000000 Penalty: 6021.939453
	Iteration 7F: 3 clusters Score -2.257245e+07 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 135554 members 
Entering Unmasked Estep 
Score: -22581472.000000 Penalty: 6021.939453
	Iteration 8F: 3 clusters Score -2.258147e+07 nChanged 16406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35505 members 
Mstep: Class 2 contains 151896 members 
Entering Unmasked Estep 
Score: -22595492.000000 Penalty: 6021.939453
	Iteration 9F: 3 clusters Score -2.259549e+07 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 167858 members 
Entering Unmasked Estep 
Score: -22610128.000000 Penalty: 6021.939453
	Iteration 10F: 3 clusters Score -2.261013e+07 nChanged 10912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -22620202.000000 Penalty: 6021.939453
	Iteration 11F: 3 clusters Score -2.26202e+07 nChanged 5268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 184030 members 
Entering Unmasked Estep 
Score: -22624858.000000 Penalty: 6021.939453
	Iteration 12Q: 3 clusters Score -2.262486e+07 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 186027 members 
Entering Unmasked Estep 
Score: -22626606.000000 Penalty: 6021.939453
	Iteration 13Q: 3 clusters Score -2.262661e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 186692 members 
Entering Unmasked Estep 
Score: -22627286.000000 Penalty: 6021.939453
	Iteration 14Q: 3 clusters Score -2.262729e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 186908 members 
Entering Unmasked Estep 
Score: -22627524.000000 Penalty: 6021.939453
	Iteration 15Q: 3 clusters Score -2.262752e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 186984 members 
Entering Unmasked Estep 
Score: -22627648.000000 Penalty: 6021.939453
	Iteration 16Q: 3 clusters Score -2.262765e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 187020 members 
Entering Unmasked Estep 
Score: -22627660.000000 Penalty: 6021.939453
	Iteration 17Q: 3 clusters Score -2.262766e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 187050 members 
Entering Unmasked Estep 
Score: -22627730.000000 Penalty: 6021.939453
	Iteration 18Q: 3 clusters Score -2.262773e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 187073 members 
Entering Unmasked Estep 
Score: -22627760.000000 Penalty: 6021.939453
	Iteration 19Q: 3 clusters Score -2.262776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 187087 members 
Entering Unmasked Estep 
Score: -22627792.000000 Penalty: 6021.939453
	Iteration 20F: 3 clusters Score -2.262779e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 187094 members 
Entering Unmasked Estep 
Score: -22627818.000000 Penalty: 6021.939453
	Iteration 21Q: 3 clusters Score -2.262782e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 187100 members 
Entering Unmasked Estep 
Score: -22627814.000000 Penalty: 6021.939453
	Iteration 22Q: 3 clusters Score -2.262781e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 187100 members 
Entering Unmasked Estep 
Score: -22627824.000000 Penalty: 6021.939453
	Iteration 23Q: 3 clusters Score -2.262782e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -22627810.000000 Penalty: 6021.939453
	Iteration 24Q: 3 clusters Score -2.262781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -22627812.000000 Penalty: 6021.939453
	Iteration 25Q: 3 clusters Score -2.262781e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 187101 members 
Entering Unmasked Estep 
Score: -22627812.000000 Penalty: 6021.939453
	Iteration 26F: 3 clusters Score -2.262781e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (160886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160886 members 
Entering Unmasked Estep 
Score: -19431612.000000 Penalty: 2973.135742
	Iteration 0F: 2 clusters Score -1.943161e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80208 members 
Mstep: Class 2 contains 80678 members 
Entering Unmasked Estep 
Score: -19325840.000000 Penalty: 5946.271484
	Iteration 0F: 3 clusters Score -1.932584e+07 nChanged 76853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 84975 members 
Entering Unmasked Estep 
Score: -19371220.000000 Penalty: 5946.271484
	Iteration 1F: 3 clusters Score -1.937122e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72950 members 
Mstep: Class 2 contains 87936 members 
Entering Unmasked Estep 
Score: -19372634.000000 Penalty: 5946.271484
	Iteration 2Q: 3 clusters Score -1.937263e+07 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68529 members 
Mstep: Class 2 contains 92357 members 
Entering Unmasked Estep 
Score: -19374818.000000 Penalty: 5946.271484
	Iteration 3Q: 3 clusters Score -1.937482e+07 nChanged 7544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62137 members 
Mstep: Class 2 contains 98749 members 
Entering Unmasked Estep 
Score: -19378236.000000 Penalty: 5946.271484
	Iteration 4Q: 3 clusters Score -1.937824e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53354 members 
Mstep: Class 2 contains 107532 members 
Entering Unmasked Estep 
Score: -19383874.000000 Penalty: 5946.271484
	Iteration 5F: 3 clusters Score -1.938387e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 118396 members 
Entering Unmasked Estep 
Score: -19392036.000000 Penalty: 5946.271484
	Iteration 6F: 3 clusters Score -1.939204e+07 nChanged 12135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30489 members 
Mstep: Class 2 contains 130397 members 
Entering Unmasked Estep 
Score: -19402120.000000 Penalty: 5946.271484
	Iteration 7F: 3 clusters Score -1.940212e+07 nChanged 11325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19192 members 
Mstep: Class 2 contains 141694 members 
Entering Unmasked Estep 
Score: -19412518.000000 Penalty: 5946.271484
	Iteration 8F: 3 clusters Score -1.941252e+07 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -19420516.000000 Penalty: 5946.271484
	Iteration 9F: 3 clusters Score -1.942052e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 155786 members 
Entering Unmasked Estep 
Score: -19424992.000000 Penalty: 5946.271484
	Iteration 10Q: 3 clusters Score -1.942499e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -19427154.000000 Penalty: 5946.271484
	Iteration 11Q: 3 clusters Score -1.942715e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 159837 members 
Entering Unmasked Estep 
Score: -19428174.000000 Penalty: 5946.271484
	Iteration 12Q: 3 clusters Score -1.942817e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 160326 members 
Entering Unmasked Estep 
Score: -19428616.000000 Penalty: 5946.271484
	Iteration 13Q: 3 clusters Score -1.942862e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -19428792.000000 Penalty: 5946.271484
	Iteration 14Q: 3 clusters Score -1.942879e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 160564 members 
Entering Unmasked Estep 
Score: -19428868.000000 Penalty: 5946.271484
	Iteration 15Q: 3 clusters Score -1.942887e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 160589 members 
Entering Unmasked Estep 
Score: -19428906.000000 Penalty: 5946.271484
	Iteration 16Q: 3 clusters Score -1.942891e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 160604 members 
Entering Unmasked Estep 
Score: -19428938.000000 Penalty: 5946.271484
	Iteration 17Q: 3 clusters Score -1.942894e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 160613 members 
Entering Unmasked Estep 
Score: -19428954.000000 Penalty: 5946.271484
	Iteration 18Q: 3 clusters Score -1.942895e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 160617 members 
Entering Unmasked Estep 
Score: -19428956.000000 Penalty: 5946.271484
	Iteration 19Q: 3 clusters Score -1.942896e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 160625 members 
Entering Unmasked Estep 
Score: -19428980.000000 Penalty: 5946.271484
	Iteration 20F: 3 clusters Score -1.942898e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -19428992.000000 Penalty: 5946.271484
	Iteration 21Q: 3 clusters Score -1.942899e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 160629 members 
Entering Unmasked Estep 
Score: -19428986.000000 Penalty: 5946.271484
	Iteration 22Q: 3 clusters Score -1.942899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 160630 members 
Entering Unmasked Estep 
Score: -19428990.000000 Penalty: 5946.271484
	Iteration 23Q: 3 clusters Score -1.942899e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 160631 members 
Entering Unmasked Estep 
Score: -19428994.000000 Penalty: 5946.271484
	Iteration 24Q: 3 clusters Score -1.942899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 160631 members 
Entering Unmasked Estep 
Score: -19428998.000000 Penalty: 5946.271484
	Iteration 25Q: 3 clusters Score -1.9429e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 160631 members 
Entering Unmasked Estep 
Score: -19428998.000000 Penalty: 5946.271484
	Iteration 26F: 3 clusters Score -1.9429e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Entering Unmasked Estep 
Score: -2516619.500000 Penalty: 2467.135254
	Iteration 0F: 2 clusters Score -2516620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -2501993.750000 Penalty: 4934.270508
	Iteration 0F: 3 clusters Score -2501994 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2506817.500000 Penalty: 4934.270508
	Iteration 1F: 3 clusters Score -2506818 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2507277.500000 Penalty: 4934.270508
	Iteration 2F: 3 clusters Score -2507278 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -2507749.000000 Penalty: 4934.270508
	Iteration 3Q: 3 clusters Score -2507749 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -2508279.250000 Penalty: 4934.270508
	Iteration 4Q: 3 clusters Score -2508279 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2508900.750000 Penalty: 4934.270508
	Iteration 5F: 3 clusters Score -2508901 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2509530.000000 Penalty: 4934.270508
	Iteration 6F: 3 clusters Score -2509530 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2510253.000000 Penalty: 4934.270508
	Iteration 7F: 3 clusters Score -2510253 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -2511143.250000 Penalty: 4934.270508
	Iteration 8F: 3 clusters Score -2511143 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2512009.250000 Penalty: 4934.270508
	Iteration 9F: 3 clusters Score -2512009 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2512816.500000 Penalty: 4934.270508
	Iteration 10F: 3 clusters Score -2512816 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2513441.000000 Penalty: 4934.270508
	Iteration 11Q: 3 clusters Score -2513441 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2513902.250000 Penalty: 4934.270508
	Iteration 12Q: 3 clusters Score -2513902 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2514244.500000 Penalty: 4934.270508
	Iteration 13Q: 3 clusters Score -2514244 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2514484.750000 Penalty: 4934.270508
	Iteration 14Q: 3 clusters Score -2514485 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2514656.750000 Penalty: 4934.270508
	Iteration 15Q: 3 clusters Score -2514657 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2514743.500000 Penalty: 4934.270508
	Iteration 16Q: 3 clusters Score -2514744 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2514782.500000 Penalty: 4934.270508
	Iteration 17Q: 3 clusters Score -2514782 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2514823.000000 Penalty: 4934.270508
	Iteration 18Q: 3 clusters Score -2514823 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2514846.000000 Penalty: 4934.270508
	Iteration 19Q: 3 clusters Score -2514846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -2514857.750000 Penalty: 4934.270508
	Iteration 20F: 3 clusters Score -2514858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2514868.500000 Penalty: 4934.270508
	Iteration 21Q: 3 clusters Score -2514868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2514877.500000 Penalty: 4934.270508
	Iteration 22Q: 3 clusters Score -2514878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20320 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2514882.500000 Penalty: 4934.270508
	Iteration 23Q: 3 clusters Score -2514882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2514891.500000 Penalty: 4934.270508
	Iteration 24Q: 3 clusters Score -2514892 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2514897.500000 Penalty: 4934.270508
	Iteration 25Q: 3 clusters Score -2514898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2514898.500000 Penalty: 4934.270508
	Iteration 26Q: 3 clusters Score -2514898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -2514905.500000 Penalty: 4934.270508
	Iteration 27Q: 3 clusters Score -2514906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2514905.000000 Penalty: 4934.270508
	Iteration 28Q: 3 clusters Score -2514905 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2514907.500000 Penalty: 4934.270508
	Iteration 29Q: 3 clusters Score -2514908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2514907.500000 Penalty: 4934.270508
	Iteration 30F: 3 clusters Score -2514908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Entering Unmasked Estep 
Score: -7481555.500000 Penalty: 2742.951904
	Iteration 0F: 2 clusters Score -7481556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -7438722.500000 Penalty: 5485.903809
	Iteration 0F: 3 clusters Score -7438722 nChanged 29756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -7455632.000000 Penalty: 5485.903809
	Iteration 1F: 3 clusters Score -7455632 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -7456254.000000 Penalty: 5485.903809
	Iteration 2Q: 3 clusters Score -7456254 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 36202 members 
Entering Unmasked Estep 
Score: -7456914.500000 Penalty: 5485.903809
	Iteration 3Q: 3 clusters Score -7456914 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 38445 members 
Entering Unmasked Estep 
Score: -7457951.500000 Penalty: 5485.903809
	Iteration 4Q: 3 clusters Score -7457952 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -7459622.000000 Penalty: 5485.903809
	Iteration 5F: 3 clusters Score -7459622 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 45765 members 
Entering Unmasked Estep 
Score: -7462378.000000 Penalty: 5485.903809
	Iteration 6F: 3 clusters Score -7462378 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -7466575.500000 Penalty: 5485.903809
	Iteration 7F: 3 clusters Score -7466576 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 56221 members 
Entering Unmasked Estep 
Score: -7471764.000000 Penalty: 5485.903809
	Iteration 8F: 3 clusters Score -7471764 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 60379 members 
Entering Unmasked Estep 
Score: -7475965.000000 Penalty: 5485.903809
	Iteration 9F: 3 clusters Score -7475965 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 62453 members 
Entering Unmasked Estep 
Score: -7477999.500000 Penalty: 5485.903809
	Iteration 10Q: 3 clusters Score -7478000 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 63128 members 
Entering Unmasked Estep 
Score: -7478719.000000 Penalty: 5485.903809
	Iteration 11Q: 3 clusters Score -7478719 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 63310 members 
Entering Unmasked Estep 
Score: -7479003.500000 Penalty: 5485.903809
	Iteration 12Q: 3 clusters Score -7479004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -7479117.000000 Penalty: 5485.903809
	Iteration 13Q: 3 clusters Score -7479117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 63382 members 
Entering Unmasked Estep 
Score: -7479164.000000 Penalty: 5485.903809
	Iteration 14Q: 3 clusters Score -7479164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 63393 members 
Entering Unmasked Estep 
Score: -7479197.000000 Penalty: 5485.903809
	Iteration 15Q: 3 clusters Score -7479197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 63401 members 
Entering Unmasked Estep 
Score: -7479236.000000 Penalty: 5485.903809
	Iteration 16Q: 3 clusters Score -7479236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -7479253.000000 Penalty: 5485.903809
	Iteration 17Q: 3 clusters Score -7479253 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -7479256.000000 Penalty: 5485.903809
	Iteration 18Q: 3 clusters Score -7479256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 63402 members 
Entering Unmasked Estep 
Score: -7479255.000000 Penalty: 5485.903809
	Iteration 19Q: 3 clusters Score -7479255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 63404 members 
Entering Unmasked Estep 
Score: -7479259.500000 Penalty: 5485.903809
	Iteration 20F: 3 clusters Score -7479260 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16623 members 
Mstep: Class 4 contains 195055 members 
Mstep: Class 5 contains 6921 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17108 members 
Mstep: Class 8 contains 187401 members 
Mstep: Class 13 contains 160886 members 
Mstep: Class 16 contains 20913 members 
Mstep: Class 19 contains 63595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110824.000000 Penalty: 36654.218750
Iteration 199Q: 12 clusters Score -8.111082e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16584 members 
Mstep: Class 4 contains 195110 members 
Mstep: Class 5 contains 6921 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17114 members 
Mstep: Class 8 contains 187417 members 
Mstep: Class 13 contains 160870 members 
Mstep: Class 16 contains 20907 members 
Mstep: Class 19 contains 63589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110808.000000 Penalty: 36654.218750
Iteration 200F: 12 clusters Score -8.111081e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 16550 members 
Mstep: Class 4 contains 195126 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17117 members 
Mstep: Class 8 contains 187464 members 
Mstep: Class 13 contains 160859 members 
Mstep: Class 16 contains 20904 members 
Mstep: Class 19 contains 63570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110848.000000 Penalty: 36654.218750
Iteration 201Q: 12 clusters Score -8.111085e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 16516 members 
Mstep: Class 4 contains 195119 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17111 members 
Mstep: Class 8 contains 187523 members 
Mstep: Class 13 contains 160857 members 
Mstep: Class 16 contains 20900 members 
Mstep: Class 19 contains 63560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110696.000000 Penalty: 36654.218750
Iteration 202Q: 12 clusters Score -8.11107e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 16477 members 
Mstep: Class 4 contains 195117 members 
Mstep: Class 5 contains 6920 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17114 members 
Mstep: Class 8 contains 187559 members 
Mstep: Class 13 contains 160881 members 
Mstep: Class 16 contains 20902 members 
Mstep: Class 19 contains 63538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110704.000000 Penalty: 36654.218750
Iteration 203Q: 12 clusters Score -8.11107e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 16437 members 
Mstep: Class 4 contains 195104 members 
Mstep: Class 5 contains 6917 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17124 members 
Mstep: Class 8 contains 187602 members 
Mstep: Class 13 contains 160897 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 19 contains 63529 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 12 clusters Score -8.111068e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 16414 members 
Mstep: Class 4 contains 195087 members 
Mstep: Class 5 contains 6915 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17128 members 
Mstep: Class 8 contains 187648 members 
Mstep: Class 13 contains 160898 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 19 contains 63521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110824.000000 Penalty: 36654.218750
Iteration 205Q: 12 clusters Score -8.111082e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 16391 members 
Mstep: Class 4 contains 195075 members 
Mstep: Class 5 contains 6914 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17148 members 
Mstep: Class 8 contains 187682 members 
Mstep: Class 13 contains 160908 members 
Mstep: Class 16 contains 20900 members 
Mstep: Class 19 contains 63503 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 12 clusters Score -8.111079e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 16362 members 
Mstep: Class 4 contains 195087 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17144 members 
Mstep: Class 8 contains 187686 members 
Mstep: Class 13 contains 160956 members 
Mstep: Class 16 contains 20898 members 
Mstep: Class 19 contains 63482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110936.000000 Penalty: 36654.218750
Iteration 207Q: 12 clusters Score -8.111094e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16323 members 
Mstep: Class 4 contains 195098 members 
Mstep: Class 5 contains 6909 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17141 members 
Mstep: Class 8 contains 187697 members 
Mstep: Class 13 contains 161005 members 
Mstep: Class 16 contains 20901 members 
Mstep: Class 19 contains 63473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111032.000000 Penalty: 36654.218750
Iteration 208Q: 12 clusters Score -8.111103e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16287 members 
Mstep: Class 4 contains 195094 members 
Mstep: Class 5 contains 6906 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17155 members 
Mstep: Class 8 contains 187717 members 
Mstep: Class 13 contains 161033 members 
Mstep: Class 16 contains 20902 members 
Mstep: Class 19 contains 63460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111032.000000 Penalty: 36654.218750
Iteration 209Q: 12 clusters Score -8.111103e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 16256 members 
Mstep: Class 4 contains 195074 members 
Mstep: Class 5 contains 6904 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17166 members 
Mstep: Class 8 contains 187751 members 
Mstep: Class 13 contains 161069 members 
Mstep: Class 16 contains 20901 members 
Mstep: Class 19 contains 63450 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 210Q: 12 clusters Score -8.111107e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 16232 members 
Mstep: Class 4 contains 195077 members 
Mstep: Class 5 contains 6899 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17174 members 
Mstep: Class 8 contains 187734 members 
Mstep: Class 13 contains 161123 members 
Mstep: Class 16 contains 20900 members 
Mstep: Class 19 contains 63448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111216.000000 Penalty: 36654.218750
Iteration 211Q: 12 clusters Score -8.111122e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 16203 members 
Mstep: Class 4 contains 195041 members 
Mstep: Class 5 contains 6897 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17178 members 
Mstep: Class 8 contains 187755 members 
Mstep: Class 13 contains 161173 members 
Mstep: Class 16 contains 20905 members 
Mstep: Class 19 contains 63443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111224.000000 Penalty: 36654.218750
Iteration 212Q: 12 clusters Score -8.111122e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 16175 members 
Mstep: Class 4 contains 195020 members 
Mstep: Class 5 contains 6895 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17184 members 
Mstep: Class 8 contains 187764 members 
Mstep: Class 13 contains 161231 members 
Mstep: Class 16 contains 20909 members 
Mstep: Class 19 contains 63429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111088.000000 Penalty: 36654.218750
Iteration 213Q: 12 clusters Score -8.111109e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 16142 members 
Mstep: Class 4 contains 195003 members 
Mstep: Class 5 contains 6894 members 
Mstep: Class 6 contains 443 members 
Mstep: Class 7 contains 17198 members 
Mstep: Class 8 contains 187770 members 
Mstep: Class 13 contains 161290 members 
Mstep: Class 16 contains 20912 members 
Mstep: Class 19 contains 63415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111176.000000 Penalty: 36654.218750
Iteration 214Q: 12 clusters Score -8.111118e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16118 members 
Mstep: Class 4 contains 194960 members 
Mstep: Class 5 contains 6894 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17200 members 
Mstep: Class 8 contains 187757 members 
Mstep: Class 13 contains 161379 members 
Mstep: Class 16 contains 20914 members 
Mstep: Class 19 contains 63413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111200.000000 Penalty: 36654.218750
Iteration 215Q: 12 clusters Score -8.11112e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16088 members 
Mstep: Class 4 contains 194912 members 
Mstep: Class 5 contains 6894 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17214 members 
Mstep: Class 8 contains 187793 members 
Mstep: Class 13 contains 161432 members 
Mstep: Class 16 contains 20917 members 
Mstep: Class 19 contains 63410 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111240.000000 Penalty: 36654.218750
Iteration 216Q: 12 clusters Score -8.111124e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16052 members 
Mstep: Class 4 contains 194870 members 
Mstep: Class 5 contains 6892 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17230 members 
Mstep: Class 8 contains 187828 members 
Mstep: Class 13 contains 161474 members 
Mstep: Class 16 contains 20927 members 
Mstep: Class 19 contains 63402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111328.000000 Penalty: 36654.218750
Iteration 217Q: 12 clusters Score -8.111133e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 16019 members 
Mstep: Class 4 contains 194813 members 
Mstep: Class 5 contains 6888 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17245 members 
Mstep: Class 8 contains 187873 members 
Mstep: Class 13 contains 161520 members 
Mstep: Class 16 contains 20930 members 
Mstep: Class 19 contains 63406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111312.000000 Penalty: 36654.218750
Iteration 218Q: 12 clusters Score -8.111131e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 15986 members 
Mstep: Class 4 contains 194777 members 
Mstep: Class 5 contains 6885 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17253 members 
Mstep: Class 8 contains 187936 members 
Mstep: Class 13 contains 161550 members 
Mstep: Class 16 contains 20933 members 
Mstep: Class 19 contains 63402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111456.000000 Penalty: 36654.218750
Iteration 219Q: 12 clusters Score -8.111146e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 15950 members 
Mstep: Class 4 contains 194707 members 
Mstep: Class 5 contains 6882 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17274 members 
Mstep: Class 8 contains 187997 members 
Mstep: Class 13 contains 161584 members 
Mstep: Class 16 contains 20941 members 
Mstep: Class 19 contains 63402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111536.000000 Penalty: 36654.218750
Iteration 220F: 12 clusters Score -8.111154e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 15917 members 
Mstep: Class 4 contains 194620 members 
Mstep: Class 5 contains 6880 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17274 members 
Mstep: Class 8 contains 188064 members 
Mstep: Class 13 contains 161633 members 
Mstep: Class 16 contains 20951 members 
Mstep: Class 19 contains 63406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111384.000000 Penalty: 36654.218750
Iteration 221Q: 12 clusters Score -8.111138e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 15888 members 
Mstep: Class 4 contains 194560 members 
Mstep: Class 5 contains 6879 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17278 members 
Mstep: Class 8 contains 188097 members 
Mstep: Class 13 contains 161676 members 
Mstep: Class 16 contains 20953 members 
Mstep: Class 19 contains 63416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111336.000000 Penalty: 36654.218750
Iteration 222Q: 12 clusters Score -8.111134e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12595 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 15866 members 
Mstep: Class 4 contains 194516 members 
Mstep: Class 5 contains 6874 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17280 members 
Mstep: Class 8 contains 188128 members 
Mstep: Class 13 contains 161708 members 
Mstep: Class 16 contains 20960 members 
Mstep: Class 19 contains 63427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111312.000000 Penalty: 36654.218750
Iteration 223Q: 12 clusters Score -8.111131e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 15845 members 
Mstep: Class 4 contains 194477 members 
Mstep: Class 5 contains 6869 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17288 members 
Mstep: Class 8 contains 188146 members 
Mstep: Class 13 contains 161756 members 
Mstep: Class 16 contains 20968 members 
Mstep: Class 19 contains 63421 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 12 clusters Score -8.111132e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 15829 members 
Mstep: Class 4 contains 194426 members 
Mstep: Class 5 contains 6862 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17280 members 
Mstep: Class 8 contains 188186 members 
Mstep: Class 13 contains 161818 members 
Mstep: Class 16 contains 20969 members 
Mstep: Class 19 contains 63421 members 
Entering Unmasked Estep 
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Iteration 225Q: 12 clusters Score -8.111138e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 15809 members 
Mstep: Class 4 contains 194392 members 
Mstep: Class 5 contains 6853 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17288 members 
Mstep: Class 8 contains 188226 members 
Mstep: Class 13 contains 161851 members 
Mstep: Class 16 contains 20975 members 
Mstep: Class 19 contains 63417 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 12 clusters Score -8.111134e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 15782 members 
Mstep: Class 4 contains 194362 members 
Mstep: Class 5 contains 6845 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17291 members 
Mstep: Class 8 contains 188252 members 
Mstep: Class 13 contains 161888 members 
Mstep: Class 16 contains 20984 members 
Mstep: Class 19 contains 63424 members 
Entering Unmasked Estep 
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Iteration 227Q: 12 clusters Score -8.111135e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 15763 members 
Mstep: Class 4 contains 194337 members 
Mstep: Class 5 contains 6837 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17294 members 
Mstep: Class 8 contains 188280 members 
Mstep: Class 13 contains 161934 members 
Mstep: Class 16 contains 20987 members 
Mstep: Class 19 contains 63423 members 
Entering Unmasked Estep 
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Iteration 228Q: 12 clusters Score -8.111153e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 15742 members 
Mstep: Class 4 contains 194318 members 
Mstep: Class 5 contains 6834 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17299 members 
Mstep: Class 8 contains 188291 members 
Mstep: Class 13 contains 161973 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 19 contains 63421 members 
Entering Unmasked Estep 
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Iteration 229Q: 12 clusters Score -8.111163e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 15721 members 
Mstep: Class 4 contains 194300 members 
Mstep: Class 5 contains 6831 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17318 members 
Mstep: Class 8 contains 188290 members 
Mstep: Class 13 contains 162010 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 19 contains 63426 members 
Entering Unmasked Estep 
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Iteration 230Q: 12 clusters Score -8.111158e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 15701 members 
Mstep: Class 4 contains 194263 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17323 members 
Mstep: Class 8 contains 188289 members 
Mstep: Class 13 contains 162076 members 
Mstep: Class 16 contains 20995 members 
Mstep: Class 19 contains 63415 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 231Q: 12 clusters Score -8.111155e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 15678 members 
Mstep: Class 4 contains 194203 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17331 members 
Mstep: Class 8 contains 188310 members 
Mstep: Class 13 contains 162153 members 
Mstep: Class 16 contains 20996 members 
Mstep: Class 19 contains 63399 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 232Q: 12 clusters Score -8.111158e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 15660 members 
Mstep: Class 4 contains 194169 members 
Mstep: Class 5 contains 6830 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17340 members 
Mstep: Class 8 contains 188350 members 
Mstep: Class 13 contains 162194 members 
Mstep: Class 16 contains 20994 members 
Mstep: Class 19 contains 63383 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 233Q: 12 clusters Score -8.111163e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 15643 members 
Mstep: Class 4 contains 194162 members 
Mstep: Class 5 contains 6829 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17359 members 
Mstep: Class 8 contains 188345 members 
Mstep: Class 13 contains 162225 members 
Mstep: Class 16 contains 20995 members 
Mstep: Class 19 contains 63382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111728.000000 Penalty: 36654.218750
Iteration 234Q: 12 clusters Score -8.111173e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 15624 members 
Mstep: Class 4 contains 194159 members 
Mstep: Class 5 contains 6828 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17374 members 
Mstep: Class 8 contains 188353 members 
Mstep: Class 13 contains 162258 members 
Mstep: Class 16 contains 20996 members 
Mstep: Class 19 contains 63370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111808.000000 Penalty: 36654.218750
Iteration 235Q: 12 clusters Score -8.111181e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 15609 members 
Mstep: Class 4 contains 194131 members 
Mstep: Class 5 contains 6825 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17390 members 
Mstep: Class 8 contains 188382 members 
Mstep: Class 13 contains 162275 members 
Mstep: Class 16 contains 21000 members 
Mstep: Class 19 contains 63365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111832.000000 Penalty: 36654.218750
Iteration 236Q: 12 clusters Score -8.111183e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15584 members 
Mstep: Class 4 contains 194117 members 
Mstep: Class 5 contains 6823 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17410 members 
Mstep: Class 8 contains 188409 members 
Mstep: Class 13 contains 162281 members 
Mstep: Class 16 contains 20998 members 
Mstep: Class 19 contains 63374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 36654.218750
Iteration 237Q: 12 clusters Score -8.11119e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 2584 members 
Mstep: Class 3 contains 15564 members 
Mstep: Class 4 contains 194106 members 
Mstep: Class 5 contains 6820 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17416 members 
Mstep: Class 8 contains 188418 members 
Mstep: Class 13 contains 162310 members 
Mstep: Class 16 contains 21001 members 
Mstep: Class 19 contains 63376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111864.000000 Penalty: 36654.218750
Iteration 238Q: 12 clusters Score -8.111186e+07 nChanged 476
Entering ConstructFrom: 
Score: -81111864.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (12349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12349 members 
Entering Unmasked Estep 
Score: -1482907.500000 Penalty: 2336.489990
	Iteration 0F: 2 clusters Score -1482908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1473747.250000 Penalty: 4672.979980
	Iteration 0F: 3 clusters Score -1473747 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1476599.250000 Penalty: 4672.979980
	Iteration 1F: 3 clusters Score -1476599 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1477035.250000 Penalty: 4672.979980
	Iteration 2F: 3 clusters Score -1477035 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1477589.625000 Penalty: 4672.979980
	Iteration 3F: 3 clusters Score -1477590 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1478220.250000 Penalty: 4672.979980
	Iteration 4F: 3 clusters Score -1478220 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -1478919.875000 Penalty: 4672.979980
	Iteration 5F: 3 clusters Score -1478920 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1479652.375000 Penalty: 4672.979980
	Iteration 6F: 3 clusters Score -1479652 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1480422.500000 Penalty: 4672.979980
	Iteration 7F: 3 clusters Score -1480422 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -1481059.125000 Penalty: 4672.979980
	Iteration 8F: 3 clusters Score -1481059 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -1481437.750000 Penalty: 4672.979980
	Iteration 9Q: 3 clusters Score -1481438 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1481625.875000 Penalty: 4672.979980
	Iteration 10Q: 3 clusters Score -1481626 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1481729.125000 Penalty: 4672.979980
	Iteration 11Q: 3 clusters Score -1481729 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9596 members 
Entering Unmasked Estep 
Score: -1481783.000000 Penalty: 4672.979980
	Iteration 12Q: 3 clusters Score -1481783 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1481807.375000 Penalty: 4672.979980
	Iteration 13Q: 3 clusters Score -1481807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1481823.125000 Penalty: 4672.979980
	Iteration 14Q: 3 clusters Score -1481823 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -1481831.875000 Penalty: 4672.979980
	Iteration 15Q: 3 clusters Score -1481832 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1481839.375000 Penalty: 4672.979980
	Iteration 16Q: 3 clusters Score -1481839 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1481846.750000 Penalty: 4672.979980
	Iteration 17Q: 3 clusters Score -1481847 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -1481851.750000 Penalty: 4672.979980
	Iteration 18Q: 3 clusters Score -1481852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -1481848.875000 Penalty: 4672.979980
	Iteration 19Q: 3 clusters Score -1481849 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1481856.625000 Penalty: 4672.979980
	Iteration 20F: 3 clusters Score -1481857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -1481856.375000 Penalty: 4672.979980
	Iteration 21Q: 3 clusters Score -1481856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1481856.375000 Penalty: 4672.979980
	Iteration 22Q: 3 clusters Score -1481856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1481858.750000 Penalty: 4672.979980
	Iteration 23Q: 3 clusters Score -1481859 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1481859.375000 Penalty: 4672.979980
	Iteration 24Q: 3 clusters Score -1481859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1481861.500000 Penalty: 4672.979980
	Iteration 25Q: 3 clusters Score -1481862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1481865.125000 Penalty: 4672.979980
	Iteration 26Q: 3 clusters Score -1481865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1481866.375000 Penalty: 4672.979980
	Iteration 27Q: 3 clusters Score -1481866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1481869.250000 Penalty: 4672.979980
	Iteration 28Q: 3 clusters Score -1481869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1481867.125000 Penalty: 4672.979980
	Iteration 29Q: 3 clusters Score -1481867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1481868.000000 Penalty: 4672.979980
	Iteration 30Q: 3 clusters Score -1481868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -1481868.000000 Penalty: 4672.979980
	Iteration 31F: 3 clusters Score -1481868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Entering Unmasked Estep 
Score: -291116.906250 Penalty: 1948.559326
	Iteration 0F: 2 clusters Score -291116.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -288159.687500 Penalty: 3897.118652
	Iteration 0F: 3 clusters Score -288159.7 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288686.593750 Penalty: 3897.118652
	Iteration 1F: 3 clusters Score -288686.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -288836.031250 Penalty: 3897.118652
	Iteration 2F: 3 clusters Score -288836 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -288929.093750 Penalty: 3897.118652
	Iteration 3Q: 3 clusters Score -288929.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -289022.906250 Penalty: 3897.118652
	Iteration 4Q: 3 clusters Score -289022.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -289105.906250 Penalty: 3897.118652
	Iteration 5Q: 3 clusters Score -289105.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -289171.031250 Penalty: 3897.118652
	Iteration 6Q: 3 clusters Score -289171 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -289222.406250 Penalty: 3897.118652
	Iteration 7Q: 3 clusters Score -289222.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -289254.687500 Penalty: 3897.118652
	Iteration 8Q: 3 clusters Score -289254.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -289280.812500 Penalty: 3897.118652
	Iteration 9Q: 3 clusters Score -289280.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -289308.562500 Penalty: 3897.118652
	Iteration 10Q: 3 clusters Score -289308.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -289322.406250 Penalty: 3897.118652
	Iteration 11Q: 3 clusters Score -289322.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -289332.093750 Penalty: 3897.118652
	Iteration 12Q: 3 clusters Score -289332.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -289339.562500 Penalty: 3897.118652
	Iteration 13Q: 3 clusters Score -289339.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -289350.031250 Penalty: 3897.118652
	Iteration 14Q: 3 clusters Score -289350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -289359.187500 Penalty: 3897.118652
	Iteration 15Q: 3 clusters Score -289359.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -289362.562500 Penalty: 3897.118652
	Iteration 16Q: 3 clusters Score -289362.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -289365.125000 Penalty: 3897.118652
	Iteration 17Q: 3 clusters Score -289365.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -289368.343750 Penalty: 3897.118652
	Iteration 18Q: 3 clusters Score -289368.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -289371.093750 Penalty: 3897.118652
	Iteration 19Q: 3 clusters Score -289371.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -289374.312500 Penalty: 3897.118652
	Iteration 20F: 3 clusters Score -289374.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -289376.781250 Penalty: 3897.118652
	Iteration 21Q: 3 clusters Score -289376.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -289377.343750 Penalty: 3897.118652
	Iteration 22Q: 3 clusters Score -289377.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -289379.843750 Penalty: 3897.118652
	Iteration 23Q: 3 clusters Score -289379.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -289381.500000 Penalty: 3897.118652
	Iteration 24Q: 3 clusters Score -289381.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -289382.718750 Penalty: 3897.118652
	Iteration 25Q: 3 clusters Score -289382.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -289384.218750 Penalty: 3897.118652
	Iteration 26Q: 3 clusters Score -289384.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -289385.937500 Penalty: 3897.118652
	Iteration 27Q: 3 clusters Score -289385.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -289386.000000 Penalty: 3897.118652
	Iteration 28Q: 3 clusters Score -289386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -289386.000000 Penalty: 3897.118652
	Iteration 29F: 3 clusters Score -289386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15541 members 
Entering Unmasked Estep 
Score: -1919913.750000 Penalty: 2393.506592
	Iteration 0F: 2 clusters Score -1919914 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1908764.500000 Penalty: 4787.013184
	Iteration 0F: 3 clusters Score -1908764 nChanged 6640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1912248.500000 Penalty: 4787.013184
	Iteration 1F: 3 clusters Score -1912248 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1912535.500000 Penalty: 4787.013184
	Iteration 2F: 3 clusters Score -1912536 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1912733.500000 Penalty: 4787.013184
	Iteration 3Q: 3 clusters Score -1912734 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1912899.500000 Penalty: 4787.013184
	Iteration 4Q: 3 clusters Score -1912900 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -1913062.000000 Penalty: 4787.013184
	Iteration 5Q: 3 clusters Score -1913062 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -1913204.750000 Penalty: 4787.013184
	Iteration 6Q: 3 clusters Score -1913205 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1913358.250000 Penalty: 4787.013184
	Iteration 7Q: 3 clusters Score -1913358 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1913535.250000 Penalty: 4787.013184
	Iteration 8Q: 3 clusters Score -1913535 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1913745.750000 Penalty: 4787.013184
	Iteration 9Q: 3 clusters Score -1913746 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1914017.500000 Penalty: 4787.013184
	Iteration 10Q: 3 clusters Score -1914018 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1914337.000000 Penalty: 4787.013184
	Iteration 11Q: 3 clusters Score -1914337 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -1914726.000000 Penalty: 4787.013184
	Iteration 12Q: 3 clusters Score -1914726 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1915193.125000 Penalty: 4787.013184
	Iteration 13Q: 3 clusters Score -1915193 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -1915749.625000 Penalty: 4787.013184
	Iteration 14Q: 3 clusters Score -1915750 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1916308.250000 Penalty: 4787.013184
	Iteration 15Q: 3 clusters Score -1916308 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -1916735.750000 Penalty: 4787.013184
	Iteration 16Q: 3 clusters Score -1916736 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -1916987.500000 Penalty: 4787.013184
	Iteration 17Q: 3 clusters Score -1916988 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12777 members 
Entering Unmasked Estep 
Score: -1917165.250000 Penalty: 4787.013184
	Iteration 18Q: 3 clusters Score -1917165 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1917264.500000 Penalty: 4787.013184
	Iteration 19Q: 3 clusters Score -1917264 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1917336.750000 Penalty: 4787.013184
	Iteration 20F: 3 clusters Score -1917337 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 13174 members 
Entering Unmasked Estep 
Score: -1917401.000000 Penalty: 4787.013184
	Iteration 21Q: 3 clusters Score -1917401 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -1917444.750000 Penalty: 4787.013184
	Iteration 22Q: 3 clusters Score -1917445 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -1917468.250000 Penalty: 4787.013184
	Iteration 23Q: 3 clusters Score -1917468 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 13420 members 
Entering Unmasked Estep 
Score: -1917502.000000 Penalty: 4787.013184
	Iteration 24Q: 3 clusters Score -1917502 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -1917532.500000 Penalty: 4787.013184
	Iteration 25Q: 3 clusters Score -1917532 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -1917555.750000 Penalty: 4787.013184
	Iteration 26Q: 3 clusters Score -1917556 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1917579.000000 Penalty: 4787.013184
	Iteration 27Q: 3 clusters Score -1917579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -1917602.500000 Penalty: 4787.013184
	Iteration 28Q: 3 clusters Score -1917602 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -1917623.875000 Penalty: 4787.013184
	Iteration 29Q: 3 clusters Score -1917624 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13773 members 
Entering Unmasked Estep 
Score: -1917643.250000 Penalty: 4787.013184
	Iteration 30Q: 3 clusters Score -1917643 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -1917659.500000 Penalty: 4787.013184
	Iteration 31Q: 3 clusters Score -1917660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13842 members 
Entering Unmasked Estep 
Score: -1917669.375000 Penalty: 4787.013184
	Iteration 32Q: 3 clusters Score -1917669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -1917679.000000 Penalty: 4787.013184
	Iteration 33Q: 3 clusters Score -1917679 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1917683.625000 Penalty: 4787.013184
	Iteration 34Q: 3 clusters Score -1917684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1917687.500000 Penalty: 4787.013184
	Iteration 35Q: 3 clusters Score -1917688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -1917696.250000 Penalty: 4787.013184
	Iteration 36Q: 3 clusters Score -1917696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1917697.625000 Penalty: 4787.013184
	Iteration 37Q: 3 clusters Score -1917698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -1917701.375000 Penalty: 4787.013184
	Iteration 38Q: 3 clusters Score -1917701 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -1917701.750000 Penalty: 4787.013184
	Iteration 39Q: 3 clusters Score -1917702 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -1917710.375000 Penalty: 4787.013184
	Iteration 40F: 3 clusters Score -1917710 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -1917710.625000 Penalty: 4787.013184
	Iteration 41Q: 3 clusters Score -1917711 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1917717.125000 Penalty: 4787.013184
	Iteration 42Q: 3 clusters Score -1917717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -1917716.875000 Penalty: 4787.013184
	Iteration 43Q: 3 clusters Score -1917717 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 13993 members 
Entering Unmasked Estep 
Score: -1917719.875000 Penalty: 4787.013184
	Iteration 44Q: 3 clusters Score -1917720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1917723.125000 Penalty: 4787.013184
	Iteration 45Q: 3 clusters Score -1917723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -1917722.875000 Penalty: 4787.013184
	Iteration 46Q: 3 clusters Score -1917723 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1917726.250000 Penalty: 4787.013184
	Iteration 47Q: 3 clusters Score -1917726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -1917727.750000 Penalty: 4787.013184
	Iteration 48Q: 3 clusters Score -1917728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1917727.375000 Penalty: 4787.013184
	Iteration 49Q: 3 clusters Score -1917727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -1917727.375000 Penalty: 4787.013184
	Iteration 50F: 3 clusters Score -1917727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194095 members 
Entering Unmasked Estep 
Score: -23317214.000000 Penalty: 3019.673340
	Iteration 0F: 2 clusters Score -2.331721e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96953 members 
Mstep: Class 2 contains 97142 members 
Entering Unmasked Estep 
Score: -23190354.000000 Penalty: 6039.346680
	Iteration 0F: 3 clusters Score -2.319035e+07 nChanged 93421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94866 members 
Mstep: Class 2 contains 99229 members 
Entering Unmasked Estep 
Score: -23245034.000000 Penalty: 6039.346680
	Iteration 1F: 3 clusters Score -2.324503e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93520 members 
Mstep: Class 2 contains 100575 members 
Entering Unmasked Estep 
Score: -23245916.000000 Penalty: 6039.346680
	Iteration 2Q: 3 clusters Score -2.324592e+07 nChanged 5196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 102713 members 
Entering Unmasked Estep 
Score: -23247078.000000 Penalty: 6039.346680
	Iteration 3Q: 3 clusters Score -2.324708e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88062 members 
Mstep: Class 2 contains 106033 members 
Entering Unmasked Estep 
Score: -23248412.000000 Penalty: 6039.346680
	Iteration 4Q: 3 clusters Score -2.324841e+07 nChanged 7156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83146 members 
Mstep: Class 2 contains 110949 members 
Entering Unmasked Estep 
Score: -23250746.000000 Penalty: 6039.346680
	Iteration 5Q: 3 clusters Score -2.325075e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75943 members 
Mstep: Class 2 contains 118152 members 
Entering Unmasked Estep 
Score: -23254716.000000 Penalty: 6039.346680
	Iteration 6Q: 3 clusters Score -2.325472e+07 nChanged 11675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65796 members 
Mstep: Class 2 contains 128299 members 
Entering Unmasked Estep 
Score: -23262102.000000 Penalty: 6039.346680
	Iteration 7F: 3 clusters Score -2.32621e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53311 members 
Mstep: Class 2 contains 140784 members 
Entering Unmasked Estep 
Score: -23273032.000000 Penalty: 6039.346680
	Iteration 8F: 3 clusters Score -2.327303e+07 nChanged 13794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40771 members 
Mstep: Class 2 contains 153324 members 
Entering Unmasked Estep 
Score: -23285532.000000 Penalty: 6039.346680
	Iteration 9F: 3 clusters Score -2.328553e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30900 members 
Mstep: Class 2 contains 163195 members 
Entering Unmasked Estep 
Score: -23295006.000000 Penalty: 6039.346680
	Iteration 10F: 3 clusters Score -2.329501e+07 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 169622 members 
Entering Unmasked Estep 
Score: -23301208.000000 Penalty: 6039.346680
	Iteration 11Q: 3 clusters Score -2.330121e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 173753 members 
Entering Unmasked Estep 
Score: -23304998.000000 Penalty: 6039.346680
	Iteration 12Q: 3 clusters Score -2.3305e+07 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 176532 members 
Entering Unmasked Estep 
Score: -23307432.000000 Penalty: 6039.346680
	Iteration 13Q: 3 clusters Score -2.330743e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 178546 members 
Entering Unmasked Estep 
Score: -23308966.000000 Penalty: 6039.346680
	Iteration 14Q: 3 clusters Score -2.330897e+07 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 180154 members 
Entering Unmasked Estep 
Score: -23310216.000000 Penalty: 6039.346680
	Iteration 15Q: 3 clusters Score -2.331022e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 181437 members 
Entering Unmasked Estep 
Score: -23311096.000000 Penalty: 6039.346680
	Iteration 16Q: 3 clusters Score -2.33111e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 182424 members 
Entering Unmasked Estep 
Score: -23311800.000000 Penalty: 6039.346680
	Iteration 17Q: 3 clusters Score -2.33118e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10945 members 
Mstep: Class 2 contains 183150 members 
Entering Unmasked Estep 
Score: -23312378.000000 Penalty: 6039.346680
	Iteration 18Q: 3 clusters Score -2.331238e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 183729 members 
Entering Unmasked Estep 
Score: -23312860.000000 Penalty: 6039.346680
	Iteration 19Q: 3 clusters Score -2.331286e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 184185 members 
Entering Unmasked Estep 
Score: -23313224.000000 Penalty: 6039.346680
	Iteration 20F: 3 clusters Score -2.331322e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 184512 members 
Entering Unmasked Estep 
Score: -23313530.000000 Penalty: 6039.346680
	Iteration 21Q: 3 clusters Score -2.331353e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 184739 members 
Entering Unmasked Estep 
Score: -23313804.000000 Penalty: 6039.346680
	Iteration 22Q: 3 clusters Score -2.33138e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 184899 members 
Entering Unmasked Estep 
Score: -23314112.000000 Penalty: 6039.346680
	Iteration 23Q: 3 clusters Score -2.331411e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 184948 members 
Entering Unmasked Estep 
Score: -23314300.000000 Penalty: 6039.346680
	Iteration 24Q: 3 clusters Score -2.33143e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 184929 members 
Entering Unmasked Estep 
Score: -23314446.000000 Penalty: 6039.346680
	Iteration 25Q: 3 clusters Score -2.331445e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 184878 members 
Entering Unmasked Estep 
Score: -23314650.000000 Penalty: 6039.346680
	Iteration 26Q: 3 clusters Score -2.331465e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 184778 members 
Entering Unmasked Estep 
Score: -23314796.000000 Penalty: 6039.346680
	Iteration 27Q: 3 clusters Score -2.33148e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 184669 members 
Entering Unmasked Estep 
Score: -23314936.000000 Penalty: 6039.346680
	Iteration 28Q: 3 clusters Score -2.331494e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 184549 members 
Entering Unmasked Estep 
Score: -23315036.000000 Penalty: 6039.346680
	Iteration 29Q: 3 clusters Score -2.331504e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 184417 members 
Entering Unmasked Estep 
Score: -23315118.000000 Penalty: 6039.346680
	Iteration 30Q: 3 clusters Score -2.331512e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 184335 members 
Entering Unmasked Estep 
Score: -23315136.000000 Penalty: 6039.346680
	Iteration 31Q: 3 clusters Score -2.331514e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 184243 members 
Entering Unmasked Estep 
Score: -23315090.000000 Penalty: 6039.346680
	Iteration 32Q: 3 clusters Score -2.331509e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 184182 members 
Entering Unmasked Estep 
Score: -23315090.000000 Penalty: 6039.346680
	Iteration 33Q: 3 clusters Score -2.331509e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 184112 members 
Entering Unmasked Estep 
Score: -23315112.000000 Penalty: 6039.346680
	Iteration 34Q: 3 clusters Score -2.331511e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -23315190.000000 Penalty: 6039.346680
	Iteration 35Q: 3 clusters Score -2.331519e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 183970 members 
Entering Unmasked Estep 
Score: -23315190.000000 Penalty: 6039.346680
	Iteration 36Q: 3 clusters Score -2.331519e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 183900 members 
Entering Unmasked Estep 
Score: -23315186.000000 Penalty: 6039.346680
	Iteration 37Q: 3 clusters Score -2.331519e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 183843 members 
Entering Unmasked Estep 
Score: -23315214.000000 Penalty: 6039.346680
	Iteration 38Q: 3 clusters Score -2.331521e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 183784 members 
Entering Unmasked Estep 
Score: -23315214.000000 Penalty: 6039.346680
	Iteration 39Q: 3 clusters Score -2.331521e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 183740 members 
Entering Unmasked Estep 
Score: -23315254.000000 Penalty: 6039.346680
	Iteration 40F: 3 clusters Score -2.331525e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 183666 members 
Entering Unmasked Estep 
Score: -23315224.000000 Penalty: 6039.346680
	Iteration 41Q: 3 clusters Score -2.331522e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10491 members 
Mstep: Class 2 contains 183604 members 
Entering Unmasked Estep 
Score: -23315284.000000 Penalty: 6039.346680
	Iteration 42Q: 3 clusters Score -2.331528e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 183549 members 
Entering Unmasked Estep 
Score: -23315288.000000 Penalty: 6039.346680
	Iteration 43Q: 3 clusters Score -2.331529e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 183506 members 
Entering Unmasked Estep 
Score: -23315314.000000 Penalty: 6039.346680
	Iteration 44Q: 3 clusters Score -2.331531e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 183472 members 
Entering Unmasked Estep 
Score: -23315316.000000 Penalty: 6039.346680
	Iteration 45Q: 3 clusters Score -2.331532e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 183443 members 
Entering Unmasked Estep 
Score: -23315342.000000 Penalty: 6039.346680
	Iteration 46Q: 3 clusters Score -2.331534e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -23315336.000000 Penalty: 6039.346680
	Iteration 47Q: 3 clusters Score -2.331534e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 183380 members 
Entering Unmasked Estep 
Score: -23315314.000000 Penalty: 6039.346680
	Iteration 48Q: 3 clusters Score -2.331531e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 183341 members 
Entering Unmasked Estep 
Score: -23315308.000000 Penalty: 6039.346680
	Iteration 49Q: 3 clusters Score -2.331531e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 183307 members 
Entering Unmasked Estep 
Score: -23315296.000000 Penalty: 6039.346680
	Iteration 50Q: 3 clusters Score -2.33153e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 183285 members 
Entering Unmasked Estep 
Score: -23315282.000000 Penalty: 6039.346680
	Iteration 51Q: 3 clusters Score -2.331528e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 183266 members 
Entering Unmasked Estep 
Score: -23315274.000000 Penalty: 6039.346680
	Iteration 52Q: 3 clusters Score -2.331527e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 183255 members 
Entering Unmasked Estep 
Score: -23315288.000000 Penalty: 6039.346680
	Iteration 53Q: 3 clusters Score -2.331529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 183248 members 
Entering Unmasked Estep 
Score: -23315310.000000 Penalty: 6039.346680
	Iteration 54Q: 3 clusters Score -2.331531e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 183240 members 
Entering Unmasked Estep 
Score: -23315296.000000 Penalty: 6039.346680
	Iteration 55Q: 3 clusters Score -2.33153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 183234 members 
Entering Unmasked Estep 
Score: -23315292.000000 Penalty: 6039.346680
	Iteration 56Q: 3 clusters Score -2.331529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 183232 members 
Entering Unmasked Estep 
Score: -23315296.000000 Penalty: 6039.346680
	Iteration 57Q: 3 clusters Score -2.33153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 183230 members 
Entering Unmasked Estep 
Score: -23315290.000000 Penalty: 6039.346680
	Iteration 58Q: 3 clusters Score -2.331529e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10867 members 
Mstep: Class 2 contains 183228 members 
Entering Unmasked Estep 
Score: -23315278.000000 Penalty: 6039.346680
	Iteration 59Q: 3 clusters Score -2.331528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 183226 members 
Entering Unmasked Estep 
Score: -23315296.000000 Penalty: 6039.346680
	Iteration 60F: 3 clusters Score -2.33153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 183224 members 
Entering Unmasked Estep 
Score: -23315294.000000 Penalty: 6039.346680
	Iteration 61Q: 3 clusters Score -2.331529e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 183223 members 
Entering Unmasked Estep 
Score: -23315296.000000 Penalty: 6039.346680
	Iteration 62Q: 3 clusters Score -2.33153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 183222 members 
Entering Unmasked Estep 
Score: -23315308.000000 Penalty: 6039.346680
	Iteration 63Q: 3 clusters Score -2.331531e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 183221 members 
Entering Unmasked Estep 
Score: -23315312.000000 Penalty: 6039.346680
	Iteration 64Q: 3 clusters Score -2.331531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 183217 members 
Entering Unmasked Estep 
Score: -23315304.000000 Penalty: 6039.346680
	Iteration 65Q: 3 clusters Score -2.33153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 183213 members 
Entering Unmasked Estep 
Score: -23315302.000000 Penalty: 6039.346680
	Iteration 66Q: 3 clusters Score -2.33153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 183209 members 
Entering Unmasked Estep 
Score: -23315300.000000 Penalty: 6039.346680
	Iteration 67Q: 3 clusters Score -2.33153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 183206 members 
Entering Unmasked Estep 
Score: -23315302.000000 Penalty: 6039.346680
	Iteration 68Q: 3 clusters Score -2.33153e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 183204 members 
Entering Unmasked Estep 
Score: -23315302.000000 Penalty: 6039.346680
	Iteration 69Q: 3 clusters Score -2.33153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 183203 members 
Entering Unmasked Estep 
Score: -23315308.000000 Penalty: 6039.346680
	Iteration 70Q: 3 clusters Score -2.331531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 183202 members 
Entering Unmasked Estep 
Score: -23315300.000000 Penalty: 6039.346680
	Iteration 71Q: 3 clusters Score -2.33153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 183201 members 
Entering Unmasked Estep 
Score: -23315304.000000 Penalty: 6039.346680
	Iteration 72Q: 3 clusters Score -2.33153e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 183201 members 
Entering Unmasked Estep 
Score: -23315304.000000 Penalty: 6039.346680
	Iteration 73F: 3 clusters Score -2.33153e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Entering Unmasked Estep 
Score: -786338.437500 Penalty: 2189.139404
	Iteration 0F: 2 clusters Score -786338.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -780697.875000 Penalty: 4378.278809
	Iteration 0F: 3 clusters Score -780697.9 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -782432.000000 Penalty: 4378.278809
	Iteration 1F: 3 clusters Score -782432 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -782924.687500 Penalty: 4378.278809
	Iteration 2F: 3 clusters Score -782924.7 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -783289.000000 Penalty: 4378.278809
	Iteration 3F: 3 clusters Score -783289 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -783609.500000 Penalty: 4378.278809
	Iteration 4F: 3 clusters Score -783609.5 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -783930.687500 Penalty: 4378.278809
	Iteration 5F: 3 clusters Score -783930.7 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -784223.687500 Penalty: 4378.278809
	Iteration 6F: 3 clusters Score -784223.7 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -784463.437500 Penalty: 4378.278809
	Iteration 7Q: 3 clusters Score -784463.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -784642.375000 Penalty: 4378.278809
	Iteration 8Q: 3 clusters Score -784642.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -784766.562500 Penalty: 4378.278809
	Iteration 9Q: 3 clusters Score -784766.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -784834.875000 Penalty: 4378.278809
	Iteration 10Q: 3 clusters Score -784834.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -784899.750000 Penalty: 4378.278809
	Iteration 11Q: 3 clusters Score -784899.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -784943.875000 Penalty: 4378.278809
	Iteration 12Q: 3 clusters Score -784943.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -784970.375000 Penalty: 4378.278809
	Iteration 13Q: 3 clusters Score -784970.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -784992.062500 Penalty: 4378.278809
	Iteration 14Q: 3 clusters Score -784992.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -785009.750000 Penalty: 4378.278809
	Iteration 15Q: 3 clusters Score -785009.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -785030.437500 Penalty: 4378.278809
	Iteration 16Q: 3 clusters Score -785030.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -785051.687500 Penalty: 4378.278809
	Iteration 17Q: 3 clusters Score -785051.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -785065.875000 Penalty: 4378.278809
	Iteration 18Q: 3 clusters Score -785065.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -785076.750000 Penalty: 4378.278809
	Iteration 19Q: 3 clusters Score -785076.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -785083.062500 Penalty: 4378.278809
	Iteration 20F: 3 clusters Score -785083.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -785092.500000 Penalty: 4378.278809
	Iteration 21Q: 3 clusters Score -785092.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -785097.437500 Penalty: 4378.278809
	Iteration 22Q: 3 clusters Score -785097.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -785104.687500 Penalty: 4378.278809
	Iteration 23Q: 3 clusters Score -785104.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -785113.125000 Penalty: 4378.278809
	Iteration 24Q: 3 clusters Score -785113.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -785121.625000 Penalty: 4378.278809
	Iteration 25Q: 3 clusters Score -785121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -785126.000000 Penalty: 4378.278809
	Iteration 26Q: 3 clusters Score -785126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -785128.250000 Penalty: 4378.278809
	Iteration 27Q: 3 clusters Score -785128.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -785130.375000 Penalty: 4378.278809
	Iteration 28Q: 3 clusters Score -785130.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -785131.375000 Penalty: 4378.278809
	Iteration 29Q: 3 clusters Score -785131.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -785134.125000 Penalty: 4378.278809
	Iteration 30Q: 3 clusters Score -785134.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -785137.750000 Penalty: 4378.278809
	Iteration 31Q: 3 clusters Score -785137.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -785140.562500 Penalty: 4378.278809
	Iteration 32Q: 3 clusters Score -785140.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -785143.562500 Penalty: 4378.278809
	Iteration 33Q: 3 clusters Score -785143.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -785147.000000 Penalty: 4378.278809
	Iteration 34Q: 3 clusters Score -785147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -785150.750000 Penalty: 4378.278809
	Iteration 35Q: 3 clusters Score -785150.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -785152.625000 Penalty: 4378.278809
	Iteration 36Q: 3 clusters Score -785152.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -785154.750000 Penalty: 4378.278809
	Iteration 37Q: 3 clusters Score -785154.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -785156.125000 Penalty: 4378.278809
	Iteration 38Q: 3 clusters Score -785156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -785156.125000 Penalty: 4378.278809
	Iteration 39F: 3 clusters Score -785156.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -43421.167969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -43421.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -42021.757812 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -42021.76 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42220.726562 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -42220.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -42277.039062 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -42277.04 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -42299.238281 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -42299.24 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42306.226562 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -42306.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42320.000000 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -42320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42323.828125 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -42323.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42323.828125 Penalty: 3021.289795
	Iteration 7F: 3 clusters Score -42323.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17434 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Entering Unmasked Estep 
Score: -2116710.750000 Penalty: 2422.011963
	Iteration 0F: 2 clusters Score -2116711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2104228.250000 Penalty: 4844.023926
	Iteration 0F: 3 clusters Score -2104228 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2108251.000000 Penalty: 4844.023926
	Iteration 1F: 3 clusters Score -2108251 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -2108660.750000 Penalty: 4844.023926
	Iteration 2F: 3 clusters Score -2108661 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -2109127.500000 Penalty: 4844.023926
	Iteration 3Q: 3 clusters Score -2109128 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2109743.000000 Penalty: 4844.023926
	Iteration 4F: 3 clusters Score -2109743 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2110556.000000 Penalty: 4844.023926
	Iteration 5F: 3 clusters Score -2110556 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -2111483.500000 Penalty: 4844.023926
	Iteration 6F: 3 clusters Score -2111484 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -2112521.500000 Penalty: 4844.023926
	Iteration 7F: 3 clusters Score -2112522 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2113662.750000 Penalty: 4844.023926
	Iteration 8F: 3 clusters Score -2113663 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -2114537.250000 Penalty: 4844.023926
	Iteration 9F: 3 clusters Score -2114537 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2114974.000000 Penalty: 4844.023926
	Iteration 10Q: 3 clusters Score -2114974 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2115186.000000 Penalty: 4844.023926
	Iteration 11Q: 3 clusters Score -2115186 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -2115287.500000 Penalty: 4844.023926
	Iteration 12Q: 3 clusters Score -2115288 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2115370.500000 Penalty: 4844.023926
	Iteration 13Q: 3 clusters Score -2115370 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2115441.500000 Penalty: 4844.023926
	Iteration 14Q: 3 clusters Score -2115442 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2115498.750000 Penalty: 4844.023926
	Iteration 15Q: 3 clusters Score -2115499 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -2115538.000000 Penalty: 4844.023926
	Iteration 16Q: 3 clusters Score -2115538 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -2115568.500000 Penalty: 4844.023926
	Iteration 17Q: 3 clusters Score -2115568 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2115601.000000 Penalty: 4844.023926
	Iteration 18Q: 3 clusters Score -2115601 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2115642.000000 Penalty: 4844.023926
	Iteration 19Q: 3 clusters Score -2115642 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -2115684.000000 Penalty: 4844.023926
	Iteration 20F: 3 clusters Score -2115684 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -2115716.750000 Penalty: 4844.023926
	Iteration 21Q: 3 clusters Score -2115717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -2115748.750000 Penalty: 4844.023926
	Iteration 22Q: 3 clusters Score -2115749 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2115774.750000 Penalty: 4844.023926
	Iteration 23Q: 3 clusters Score -2115775 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -2115798.750000 Penalty: 4844.023926
	Iteration 24Q: 3 clusters Score -2115799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2115811.500000 Penalty: 4844.023926
	Iteration 25Q: 3 clusters Score -2115812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -2115818.000000 Penalty: 4844.023926
	Iteration 26Q: 3 clusters Score -2115818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -2115827.500000 Penalty: 4844.023926
	Iteration 27Q: 3 clusters Score -2115828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2115835.500000 Penalty: 4844.023926
	Iteration 28Q: 3 clusters Score -2115836 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2115836.000000 Penalty: 4844.023926
	Iteration 29Q: 3 clusters Score -2115836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2115839.000000 Penalty: 4844.023926
	Iteration 30Q: 3 clusters Score -2115839 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -2115843.000000 Penalty: 4844.023926
	Iteration 31Q: 3 clusters Score -2115843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13893 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2115844.250000 Penalty: 4844.023926
	Iteration 32Q: 3 clusters Score -2115844 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -2115846.500000 Penalty: 4844.023926
	Iteration 33Q: 3 clusters Score -2115846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13912 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2115846.250000 Penalty: 4844.023926
	Iteration 34Q: 3 clusters Score -2115846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13917 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2115847.250000 Penalty: 4844.023926
	Iteration 35Q: 3 clusters Score -2115847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2115845.000000 Penalty: 4844.023926
	Iteration 36Q: 3 clusters Score -2115845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -2115843.000000 Penalty: 4844.023926
	Iteration 37Q: 3 clusters Score -2115843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2115844.250000 Penalty: 4844.023926
	Iteration 38Q: 3 clusters Score -2115844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -2115847.000000 Penalty: 4844.023926
	Iteration 39Q: 3 clusters Score -2115847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2115851.000000 Penalty: 4844.023926
	Iteration 40F: 3 clusters Score -2115851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13942 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2115847.750000 Penalty: 4844.023926
	Iteration 41Q: 3 clusters Score -2115848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2115849.500000 Penalty: 4844.023926
	Iteration 42Q: 3 clusters Score -2115850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -2115850.250000 Penalty: 4844.023926
	Iteration 43Q: 3 clusters Score -2115850 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2115852.000000 Penalty: 4844.023926
	Iteration 44Q: 3 clusters Score -2115852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2115854.250000 Penalty: 4844.023926
	Iteration 45Q: 3 clusters Score -2115854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2115860.000000 Penalty: 4844.023926
	Iteration 46Q: 3 clusters Score -2115860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2115860.000000 Penalty: 4844.023926
	Iteration 47Q: 3 clusters Score -2115860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14020 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2115861.750000 Penalty: 4844.023926
	Iteration 48Q: 3 clusters Score -2115862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2115864.000000 Penalty: 4844.023926
	Iteration 49Q: 3 clusters Score -2115864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2115863.500000 Penalty: 4844.023926
	Iteration 50Q: 3 clusters Score -2115864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2115870.750000 Penalty: 4844.023926
	Iteration 51Q: 3 clusters Score -2115871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -2115878.500000 Penalty: 4844.023926
	Iteration 52Q: 3 clusters Score -2115878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -2115876.750000 Penalty: 4844.023926
	Iteration 53Q: 3 clusters Score -2115877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2115879.250000 Penalty: 4844.023926
	Iteration 54Q: 3 clusters Score -2115879 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -2115875.500000 Penalty: 4844.023926
	Iteration 55Q: 3 clusters Score -2115876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -2115877.250000 Penalty: 4844.023926
	Iteration 56Q: 3 clusters Score -2115877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -2115879.000000 Penalty: 4844.023926
	Iteration 57Q: 3 clusters Score -2115879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -2115881.500000 Penalty: 4844.023926
	Iteration 58Q: 3 clusters Score -2115882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -2115879.500000 Penalty: 4844.023926
	Iteration 59Q: 3 clusters Score -2115880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -2115881.250000 Penalty: 4844.023926
	Iteration 60F: 3 clusters Score -2115881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2115885.250000 Penalty: 4844.023926
	Iteration 61Q: 3 clusters Score -2115885 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2115883.750000 Penalty: 4844.023926
	Iteration 62Q: 3 clusters Score -2115884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2115883.750000 Penalty: 4844.023926
	Iteration 63F: 3 clusters Score -2115884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (188423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Entering Unmasked Estep 
Score: -22751160.000000 Penalty: 3012.318115
	Iteration 0F: 2 clusters Score -2.275116e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94350 members 
Mstep: Class 2 contains 94073 members 
Entering Unmasked Estep 
Score: -22627716.000000 Penalty: 6024.636230
	Iteration 0F: 3 clusters Score -2.262772e+07 nChanged 90744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97220 members 
Mstep: Class 2 contains 91203 members 
Entering Unmasked Estep 
Score: -22680426.000000 Penalty: 6024.636230
	Iteration 1F: 3 clusters Score -2.268043e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99144 members 
Mstep: Class 2 contains 89279 members 
Entering Unmasked Estep 
Score: -22681370.000000 Penalty: 6024.636230
	Iteration 2Q: 3 clusters Score -2.268137e+07 nChanged 5317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102113 members 
Mstep: Class 2 contains 86310 members 
Entering Unmasked Estep 
Score: -22682600.000000 Penalty: 6024.636230
	Iteration 3Q: 3 clusters Score -2.26826e+07 nChanged 6174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106615 members 
Mstep: Class 2 contains 81808 members 
Entering Unmasked Estep 
Score: -22684460.000000 Penalty: 6024.636230
	Iteration 4Q: 3 clusters Score -2.268446e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113512 members 
Mstep: Class 2 contains 74911 members 
Entering Unmasked Estep 
Score: -22687608.000000 Penalty: 6024.636230
	Iteration 5Q: 3 clusters Score -2.268761e+07 nChanged 10560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123592 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -22693096.000000 Penalty: 6024.636230
	Iteration 6F: 3 clusters Score -2.26931e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137332 members 
Mstep: Class 2 contains 51091 members 
Entering Unmasked Estep 
Score: -22702812.000000 Penalty: 6024.636230
	Iteration 7F: 3 clusters Score -2.270281e+07 nChanged 16766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154054 members 
Mstep: Class 2 contains 34369 members 
Entering Unmasked Estep 
Score: -22717692.000000 Penalty: 6024.636230
	Iteration 8F: 3 clusters Score -2.271769e+07 nChanged 16071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170119 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -22732222.000000 Penalty: 6024.636230
	Iteration 9F: 3 clusters Score -2.273222e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180964 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -22742192.000000 Penalty: 6024.636230
	Iteration 10F: 3 clusters Score -2.274219e+07 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185909 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -22746534.000000 Penalty: 6024.636230
	Iteration 11Q: 3 clusters Score -2.274653e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187495 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -22747742.000000 Penalty: 6024.636230
	Iteration 12Q: 3 clusters Score -2.274774e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187902 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -22748100.000000 Penalty: 6024.636230
	Iteration 13Q: 3 clusters Score -2.27481e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188036 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -22748248.000000 Penalty: 6024.636230
	Iteration 14Q: 3 clusters Score -2.274825e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188080 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -22748342.000000 Penalty: 6024.636230
	Iteration 15Q: 3 clusters Score -2.274834e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188102 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -22748376.000000 Penalty: 6024.636230
	Iteration 16Q: 3 clusters Score -2.274838e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188115 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -22748434.000000 Penalty: 6024.636230
	Iteration 17Q: 3 clusters Score -2.274843e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188122 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -22748426.000000 Penalty: 6024.636230
	Iteration 18Q: 3 clusters Score -2.274843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188126 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -22748428.000000 Penalty: 6024.636230
	Iteration 19Q: 3 clusters Score -2.274843e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188132 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -22748462.000000 Penalty: 6024.636230
	Iteration 20F: 3 clusters Score -2.274846e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188137 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -22748450.000000 Penalty: 6024.636230
	Iteration 21Q: 3 clusters Score -2.274845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188140 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -22748482.000000 Penalty: 6024.636230
	Iteration 22Q: 3 clusters Score -2.274848e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188142 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22748474.000000 Penalty: 6024.636230
	Iteration 23Q: 3 clusters Score -2.274847e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188142 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -22748480.000000 Penalty: 6024.636230
	Iteration 24Q: 3 clusters Score -2.274848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188139 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -22748486.000000 Penalty: 6024.636230
	Iteration 25Q: 3 clusters Score -2.274849e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188138 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22748492.000000 Penalty: 6024.636230
	Iteration 26Q: 3 clusters Score -2.274849e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188138 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -22748492.000000 Penalty: 6024.636230
	Iteration 27F: 3 clusters Score -2.274849e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (162332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162332 members 
Entering Unmasked Estep 
Score: -19605170.000000 Penalty: 2975.354980
	Iteration 0F: 2 clusters Score -1.960517e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81246 members 
Mstep: Class 2 contains 81086 members 
Entering Unmasked Estep 
Score: -19498704.000000 Penalty: 5950.709961
	Iteration 0F: 3 clusters Score -1.94987e+07 nChanged 77778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -19543634.000000 Penalty: 5950.709961
	Iteration 1F: 3 clusters Score -1.954363e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83596 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -19544416.000000 Penalty: 5950.709961
	Iteration 2Q: 3 clusters Score -1.954442e+07 nChanged 4390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84988 members 
Mstep: Class 2 contains 77344 members 
Entering Unmasked Estep 
Score: -19545166.000000 Penalty: 5950.709961
	Iteration 3Q: 3 clusters Score -1.954517e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87096 members 
Mstep: Class 2 contains 75236 members 
Entering Unmasked Estep 
Score: -19546238.000000 Penalty: 5950.709961
	Iteration 4Q: 3 clusters Score -1.954624e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90300 members 
Mstep: Class 2 contains 72032 members 
Entering Unmasked Estep 
Score: -19548054.000000 Penalty: 5950.709961
	Iteration 5Q: 3 clusters Score -1.954805e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95037 members 
Mstep: Class 2 contains 67295 members 
Entering Unmasked Estep 
Score: -19550898.000000 Penalty: 5950.709961
	Iteration 6Q: 3 clusters Score -1.95509e+07 nChanged 8319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101466 members 
Mstep: Class 2 contains 60866 members 
Entering Unmasked Estep 
Score: -19555570.000000 Penalty: 5950.709961
	Iteration 7F: 3 clusters Score -1.955557e+07 nChanged 9945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109615 members 
Mstep: Class 2 contains 52717 members 
Entering Unmasked Estep 
Score: -19562900.000000 Penalty: 5950.709961
	Iteration 8F: 3 clusters Score -1.95629e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118093 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -19572282.000000 Penalty: 5950.709961
	Iteration 9F: 3 clusters Score -1.957228e+07 nChanged 9730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125333 members 
Mstep: Class 2 contains 36999 members 
Entering Unmasked Estep 
Score: -19580700.000000 Penalty: 5950.709961
	Iteration 10F: 3 clusters Score -1.95807e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130253 members 
Mstep: Class 2 contains 32079 members 
Entering Unmasked Estep 
Score: -19586658.000000 Penalty: 5950.709961
	Iteration 11Q: 3 clusters Score -1.958666e+07 nChanged 5276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133849 members 
Mstep: Class 2 contains 28483 members 
Entering Unmasked Estep 
Score: -19589968.000000 Penalty: 5950.709961
	Iteration 12Q: 3 clusters Score -1.958997e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136952 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -19592138.000000 Penalty: 5950.709961
	Iteration 13Q: 3 clusters Score -1.959214e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139723 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -19593754.000000 Penalty: 5950.709961
	Iteration 14Q: 3 clusters Score -1.959375e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142272 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -19595262.000000 Penalty: 5950.709961
	Iteration 15Q: 3 clusters Score -1.959526e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144595 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -19596490.000000 Penalty: 5950.709961
	Iteration 16Q: 3 clusters Score -1.959649e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146647 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -19597586.000000 Penalty: 5950.709961
	Iteration 17Q: 3 clusters Score -1.959759e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148526 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -19598650.000000 Penalty: 5950.709961
	Iteration 18Q: 3 clusters Score -1.959865e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150185 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -19599372.000000 Penalty: 5950.709961
	Iteration 19Q: 3 clusters Score -1.959937e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151679 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -19600068.000000 Penalty: 5950.709961
	Iteration 20F: 3 clusters Score -1.960007e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -19600702.000000 Penalty: 5950.709961
	Iteration 21Q: 3 clusters Score -1.96007e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154175 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -19601220.000000 Penalty: 5950.709961
	Iteration 22Q: 3 clusters Score -1.960122e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155202 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -19601600.000000 Penalty: 5950.709961
	Iteration 23Q: 3 clusters Score -1.96016e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -19601822.000000 Penalty: 5950.709961
	Iteration 24Q: 3 clusters Score -1.960182e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156935 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -19601950.000000 Penalty: 5950.709961
	Iteration 25Q: 3 clusters Score -1.960195e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157603 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -19602164.000000 Penalty: 5950.709961
	Iteration 26Q: 3 clusters Score -1.960216e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158174 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -19602310.000000 Penalty: 5950.709961
	Iteration 27Q: 3 clusters Score -1.960231e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -19602356.000000 Penalty: 5950.709961
	Iteration 28Q: 3 clusters Score -1.960236e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159004 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -19602458.000000 Penalty: 5950.709961
	Iteration 29Q: 3 clusters Score -1.960246e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159327 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -19602598.000000 Penalty: 5950.709961
	Iteration 30Q: 3 clusters Score -1.96026e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159580 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -19602692.000000 Penalty: 5950.709961
	Iteration 31Q: 3 clusters Score -1.960269e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159793 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -19602740.000000 Penalty: 5950.709961
	Iteration 32Q: 3 clusters Score -1.960274e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159980 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -19602800.000000 Penalty: 5950.709961
	Iteration 33Q: 3 clusters Score -1.96028e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160142 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -19602840.000000 Penalty: 5950.709961
	Iteration 34Q: 3 clusters Score -1.960284e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160259 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -19602868.000000 Penalty: 5950.709961
	Iteration 35Q: 3 clusters Score -1.960287e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160358 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -19602884.000000 Penalty: 5950.709961
	Iteration 36Q: 3 clusters Score -1.960288e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160429 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -19602884.000000 Penalty: 5950.709961
	Iteration 37Q: 3 clusters Score -1.960288e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160500 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19602896.000000 Penalty: 5950.709961
	Iteration 38Q: 3 clusters Score -1.96029e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160554 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -19602900.000000 Penalty: 5950.709961
	Iteration 39Q: 3 clusters Score -1.96029e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160593 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -19602934.000000 Penalty: 5950.709961
	Iteration 40F: 3 clusters Score -1.960293e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160637 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -19602966.000000 Penalty: 5950.709961
	Iteration 41Q: 3 clusters Score -1.960297e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160674 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -19602950.000000 Penalty: 5950.709961
	Iteration 42Q: 3 clusters Score -1.960295e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160717 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -19602928.000000 Penalty: 5950.709961
	Iteration 43Q: 3 clusters Score -1.960293e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160755 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -19602944.000000 Penalty: 5950.709961
	Iteration 44Q: 3 clusters Score -1.960294e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160784 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19602966.000000 Penalty: 5950.709961
	Iteration 45Q: 3 clusters Score -1.960297e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160810 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -19602970.000000 Penalty: 5950.709961
	Iteration 46Q: 3 clusters Score -1.960297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160829 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -19602980.000000 Penalty: 5950.709961
	Iteration 47Q: 3 clusters Score -1.960298e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160844 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -19602988.000000 Penalty: 5950.709961
	Iteration 48Q: 3 clusters Score -1.960299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160857 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -19602994.000000 Penalty: 5950.709961
	Iteration 49Q: 3 clusters Score -1.960299e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160871 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -19603022.000000 Penalty: 5950.709961
	Iteration 50Q: 3 clusters Score -1.960302e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160887 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -19603024.000000 Penalty: 5950.709961
	Iteration 51Q: 3 clusters Score -1.960302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160904 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19603004.000000 Penalty: 5950.709961
	Iteration 52Q: 3 clusters Score -1.9603e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160914 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -19603022.000000 Penalty: 5950.709961
	Iteration 53Q: 3 clusters Score -1.960302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160922 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -19603022.000000 Penalty: 5950.709961
	Iteration 54Q: 3 clusters Score -1.960302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160931 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -19603024.000000 Penalty: 5950.709961
	Iteration 55Q: 3 clusters Score -1.960302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160938 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -19603006.000000 Penalty: 5950.709961
	Iteration 56Q: 3 clusters Score -1.960301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160946 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -19602998.000000 Penalty: 5950.709961
	Iteration 57Q: 3 clusters Score -1.9603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160955 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -19603004.000000 Penalty: 5950.709961
	Iteration 58Q: 3 clusters Score -1.9603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160962 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -19603012.000000 Penalty: 5950.709961
	Iteration 59Q: 3 clusters Score -1.960301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160967 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -19603018.000000 Penalty: 5950.709961
	Iteration 60F: 3 clusters Score -1.960302e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160972 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -19603038.000000 Penalty: 5950.709961
	Iteration 61Q: 3 clusters Score -1.960304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160977 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -19603028.000000 Penalty: 5950.709961
	Iteration 62Q: 3 clusters Score -1.960303e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160982 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -19603038.000000 Penalty: 5950.709961
	Iteration 63Q: 3 clusters Score -1.960304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160991 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -19603048.000000 Penalty: 5950.709961
	Iteration 64Q: 3 clusters Score -1.960305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161000 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19603048.000000 Penalty: 5950.709961
	Iteration 65Q: 3 clusters Score -1.960305e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161011 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -19603054.000000 Penalty: 5950.709961
	Iteration 66Q: 3 clusters Score -1.960305e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161015 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -19603054.000000 Penalty: 5950.709961
	Iteration 67Q: 3 clusters Score -1.960305e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161017 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -19603042.000000 Penalty: 5950.709961
	Iteration 68Q: 3 clusters Score -1.960304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161020 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -19603036.000000 Penalty: 5950.709961
	Iteration 69Q: 3 clusters Score -1.960304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -19603054.000000 Penalty: 5950.709961
	Iteration 70Q: 3 clusters Score -1.960305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161023 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -19603050.000000 Penalty: 5950.709961
	Iteration 71Q: 3 clusters Score -1.960305e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -19603046.000000 Penalty: 5950.709961
	Iteration 72Q: 3 clusters Score -1.960305e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161024 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -19603046.000000 Penalty: 5950.709961
	Iteration 73F: 3 clusters Score -1.960305e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Entering Unmasked Estep 
Score: -2527333.250000 Penalty: 2468.165039
	Iteration 0F: 2 clusters Score -2527333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2512509.500000 Penalty: 4936.330078
	Iteration 0F: 3 clusters Score -2512510 nChanged 9453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2517886.750000 Penalty: 4936.330078
	Iteration 1F: 3 clusters Score -2517887 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2518598.500000 Penalty: 4936.330078
	Iteration 2F: 3 clusters Score -2518598 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2519374.750000 Penalty: 4936.330078
	Iteration 3F: 3 clusters Score -2519375 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -2520151.500000 Penalty: 4936.330078
	Iteration 4F: 3 clusters Score -2520152 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2520980.250000 Penalty: 4936.330078
	Iteration 5F: 3 clusters Score -2520980 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -2521906.250000 Penalty: 4936.330078
	Iteration 6F: 3 clusters Score -2521906 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2522900.250000 Penalty: 4936.330078
	Iteration 7F: 3 clusters Score -2522900 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2523870.000000 Penalty: 4936.330078
	Iteration 8F: 3 clusters Score -2523870 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -2524679.750000 Penalty: 4936.330078
	Iteration 9Q: 3 clusters Score -2524680 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -2525289.000000 Penalty: 4936.330078
	Iteration 10Q: 3 clusters Score -2525289 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2525702.000000 Penalty: 4936.330078
	Iteration 11Q: 3 clusters Score -2525702 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -2525986.000000 Penalty: 4936.330078
	Iteration 12Q: 3 clusters Score -2525986 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -2526131.000000 Penalty: 4936.330078
	Iteration 13Q: 3 clusters Score -2526131 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2526240.500000 Penalty: 4936.330078
	Iteration 14Q: 3 clusters Score -2526240 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2526335.000000 Penalty: 4936.330078
	Iteration 15Q: 3 clusters Score -2526335 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2526399.500000 Penalty: 4936.330078
	Iteration 16Q: 3 clusters Score -2526400 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2526438.750000 Penalty: 4936.330078
	Iteration 17Q: 3 clusters Score -2526439 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2526474.750000 Penalty: 4936.330078
	Iteration 18Q: 3 clusters Score -2526475 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -2526500.750000 Penalty: 4936.330078
	Iteration 19Q: 3 clusters Score -2526501 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -2526514.000000 Penalty: 4936.330078
	Iteration 20F: 3 clusters Score -2526514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2526520.250000 Penalty: 4936.330078
	Iteration 21Q: 3 clusters Score -2526520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19409 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2526524.250000 Penalty: 4936.330078
	Iteration 22Q: 3 clusters Score -2526524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2526527.500000 Penalty: 4936.330078
	Iteration 23Q: 3 clusters Score -2526528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2526532.750000 Penalty: 4936.330078
	Iteration 24Q: 3 clusters Score -2526533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2526532.500000 Penalty: 4936.330078
	Iteration 25Q: 3 clusters Score -2526532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2526531.750000 Penalty: 4936.330078
	Iteration 26Q: 3 clusters Score -2526532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2526530.000000 Penalty: 4936.330078
	Iteration 27Q: 3 clusters Score -2526530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -2526535.250000 Penalty: 4936.330078
	Iteration 28Q: 3 clusters Score -2526535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2526539.500000 Penalty: 4936.330078
	Iteration 29Q: 3 clusters Score -2526540 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2526545.000000 Penalty: 4936.330078
	Iteration 30Q: 3 clusters Score -2526545 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19474 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2526543.500000 Penalty: 4936.330078
	Iteration 31Q: 3 clusters Score -2526544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2526547.750000 Penalty: 4936.330078
	Iteration 32Q: 3 clusters Score -2526548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2526543.750000 Penalty: 4936.330078
	Iteration 33Q: 3 clusters Score -2526544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2526550.000000 Penalty: 4936.330078
	Iteration 34Q: 3 clusters Score -2526550 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2526551.250000 Penalty: 4936.330078
	Iteration 35Q: 3 clusters Score -2526551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19509 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2526556.500000 Penalty: 4936.330078
	Iteration 36Q: 3 clusters Score -2526556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2526556.250000 Penalty: 4936.330078
	Iteration 37Q: 3 clusters Score -2526556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2526556.000000 Penalty: 4936.330078
	Iteration 38Q: 3 clusters Score -2526556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2526556.000000 Penalty: 4936.330078
	Iteration 39F: 3 clusters Score -2526556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63381 members 
Entering Unmasked Estep 
Score: -7455286.000000 Penalty: 2742.115967
	Iteration 0F: 2 clusters Score -7455286 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -7412683.000000 Penalty: 5484.231934
	Iteration 0F: 3 clusters Score -7412683 nChanged 29562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32801 members 
Mstep: Class 2 contains 30580 members 
Entering Unmasked Estep 
Score: -7429186.500000 Penalty: 5484.231934
	Iteration 1F: 3 clusters Score -7429186 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -7429900.500000 Penalty: 5484.231934
	Iteration 2Q: 3 clusters Score -7429900 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 28620 members 
Entering Unmasked Estep 
Score: -7430604.000000 Penalty: 5484.231934
	Iteration 3Q: 3 clusters Score -7430604 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -7431387.500000 Penalty: 5484.231934
	Iteration 4Q: 3 clusters Score -7431388 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -7432595.000000 Penalty: 5484.231934
	Iteration 5Q: 3 clusters Score -7432595 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -7434485.000000 Penalty: 5484.231934
	Iteration 6F: 3 clusters Score -7434485 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45615 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -7437354.000000 Penalty: 5484.231934
	Iteration 7F: 3 clusters Score -7437354 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50210 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -7441179.500000 Penalty: 5484.231934
	Iteration 8F: 3 clusters Score -7441180 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -7445370.500000 Penalty: 5484.231934
	Iteration 9F: 3 clusters Score -7445370 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -7448916.000000 Penalty: 5484.231934
	Iteration 10F: 3 clusters Score -7448916 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61004 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -7451277.500000 Penalty: 5484.231934
	Iteration 11Q: 3 clusters Score -7451278 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62209 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7452398.500000 Penalty: 5484.231934
	Iteration 12Q: 3 clusters Score -7452398 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62698 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7452882.000000 Penalty: 5484.231934
	Iteration 13Q: 3 clusters Score -7452882 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -7453123.500000 Penalty: 5484.231934
	Iteration 14Q: 3 clusters Score -7453124 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62953 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -7453215.000000 Penalty: 5484.231934
	Iteration 15Q: 3 clusters Score -7453215 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62985 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -7453290.000000 Penalty: 5484.231934
	Iteration 16Q: 3 clusters Score -7453290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62994 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7453331.500000 Penalty: 5484.231934
	Iteration 17Q: 3 clusters Score -7453332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7453360.000000 Penalty: 5484.231934
	Iteration 18Q: 3 clusters Score -7453360 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63004 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7453376.500000 Penalty: 5484.231934
	Iteration 19Q: 3 clusters Score -7453376 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63008 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7453382.000000 Penalty: 5484.231934
	Iteration 20F: 3 clusters Score -7453382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7453389.500000 Penalty: 5484.231934
	Iteration 21Q: 3 clusters Score -7453390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63011 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7453393.500000 Penalty: 5484.231934
	Iteration 22Q: 3 clusters Score -7453394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -7453394.500000 Penalty: 5484.231934
	Iteration 23Q: 3 clusters Score -7453394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63013 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7453394.500000 Penalty: 5484.231934
	Iteration 24Q: 3 clusters Score -7453394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7453398.500000 Penalty: 5484.231934
	Iteration 25Q: 3 clusters Score -7453398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7453404.500000 Penalty: 5484.231934
	Iteration 26Q: 3 clusters Score -7453404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7453401.000000 Penalty: 5484.231934
	Iteration 27Q: 3 clusters Score -7453401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -7453408.500000 Penalty: 5484.231934
	Iteration 28Q: 3 clusters Score -7453408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -7453406.500000 Penalty: 5484.231934
	Iteration 29Q: 3 clusters Score -7453406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7453409.500000 Penalty: 5484.231934
	Iteration 30Q: 3 clusters Score -7453410 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63020 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7453417.000000 Penalty: 5484.231934
	Iteration 31Q: 3 clusters Score -7453417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7453411.500000 Penalty: 5484.231934
	Iteration 32Q: 3 clusters Score -7453412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7453414.000000 Penalty: 5484.231934
	Iteration 33Q: 3 clusters Score -7453414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7453419.500000 Penalty: 5484.231934
	Iteration 34Q: 3 clusters Score -7453420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7453417.500000 Penalty: 5484.231934
	Iteration 35Q: 3 clusters Score -7453418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7453417.500000 Penalty: 5484.231934
	Iteration 36Q: 3 clusters Score -7453418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63022 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -7453417.500000 Penalty: 5484.231934
	Iteration 37F: 3 clusters Score -7453418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12349 members 
Mstep: Class 2 contains 2584 members 
Mstep: Class 3 contains 15541 members 
Mstep: Class 4 contains 194095 members 
Mstep: Class 5 contains 6817 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17434 members 
Mstep: Class 8 contains 188423 members 
Mstep: Class 13 contains 162332 members 
Mstep: Class 16 contains 21000 members 
Mstep: Class 19 contains 63381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111920.000000 Penalty: 36654.218750
Iteration 239Q: 12 clusters Score -8.111192e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 15521 members 
Mstep: Class 4 contains 194086 members 
Mstep: Class 5 contains 6816 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17453 members 
Mstep: Class 8 contains 188427 members 
Mstep: Class 13 contains 162348 members 
Mstep: Class 16 contains 21002 members 
Mstep: Class 19 contains 63378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111944.000000 Penalty: 36654.218750
Iteration 240F: 12 clusters Score -8.111194e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 15494 members 
Mstep: Class 4 contains 194052 members 
Mstep: Class 5 contains 6814 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17463 members 
Mstep: Class 8 contains 188439 members 
Mstep: Class 13 contains 162391 members 
Mstep: Class 16 contains 21009 members 
Mstep: Class 19 contains 63374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111968.000000 Penalty: 36654.218750
Iteration 241Q: 12 clusters Score -8.111197e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 15463 members 
Mstep: Class 4 contains 194042 members 
Mstep: Class 5 contains 6814 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17476 members 
Mstep: Class 8 contains 188393 members 
Mstep: Class 13 contains 162460 members 
Mstep: Class 16 contains 21016 members 
Mstep: Class 19 contains 63384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111944.000000 Penalty: 36654.218750
Iteration 242Q: 12 clusters Score -8.111194e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 15435 members 
Mstep: Class 4 contains 194052 members 
Mstep: Class 5 contains 6814 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17496 members 
Mstep: Class 8 contains 188316 members 
Mstep: Class 13 contains 162540 members 
Mstep: Class 16 contains 21021 members 
Mstep: Class 19 contains 63385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 36654.218750
Iteration 243Q: 12 clusters Score -8.11119e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 15399 members 
Mstep: Class 4 contains 194044 members 
Mstep: Class 5 contains 6812 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17524 members 
Mstep: Class 8 contains 188236 members 
Mstep: Class 13 contains 162629 members 
Mstep: Class 16 contains 21032 members 
Mstep: Class 19 contains 63399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111904.000000 Penalty: 36654.218750
Iteration 244Q: 12 clusters Score -8.11119e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 15361 members 
Mstep: Class 4 contains 194060 members 
Mstep: Class 5 contains 6812 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17544 members 
Mstep: Class 8 contains 188162 members 
Mstep: Class 13 contains 162721 members 
Mstep: Class 16 contains 21035 members 
Mstep: Class 19 contains 63405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111768.000000 Penalty: 36654.218750
Iteration 245Q: 12 clusters Score -8.111177e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 15329 members 
Mstep: Class 4 contains 194089 members 
Mstep: Class 5 contains 6812 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17573 members 
Mstep: Class 8 contains 188059 members 
Mstep: Class 13 contains 162806 members 
Mstep: Class 16 contains 21038 members 
Mstep: Class 19 contains 63408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111808.000000 Penalty: 36654.218750
Iteration 246Q: 12 clusters Score -8.111181e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 15313 members 
Mstep: Class 4 contains 194106 members 
Mstep: Class 5 contains 6809 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17583 members 
Mstep: Class 8 contains 187986 members 
Mstep: Class 13 contains 162878 members 
Mstep: Class 16 contains 21040 members 
Mstep: Class 19 contains 63409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111712.000000 Penalty: 36654.218750
Iteration 247Q: 12 clusters Score -8.111171e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15295 members 
Mstep: Class 4 contains 194123 members 
Mstep: Class 5 contains 6807 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17591 members 
Mstep: Class 8 contains 187936 members 
Mstep: Class 13 contains 162932 members 
Mstep: Class 16 contains 21043 members 
Mstep: Class 19 contains 63415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111768.000000 Penalty: 36654.218750
Iteration 248Q: 12 clusters Score -8.111177e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15276 members 
Mstep: Class 4 contains 194141 members 
Mstep: Class 5 contains 6805 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17597 members 
Mstep: Class 8 contains 187871 members 
Mstep: Class 13 contains 162999 members 
Mstep: Class 16 contains 21045 members 
Mstep: Class 19 contains 63421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111656.000000 Penalty: 36654.218750
Iteration 249Q: 12 clusters Score -8.111166e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 15260 members 
Mstep: Class 4 contains 194180 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17605 members 
Mstep: Class 8 contains 187777 members 
Mstep: Class 13 contains 163076 members 
Mstep: Class 16 contains 21048 members 
Mstep: Class 19 contains 63425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111472.000000 Penalty: 36654.218750
Iteration 250Q: 12 clusters Score -8.111147e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15241 members 
Mstep: Class 4 contains 194204 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17611 members 
Mstep: Class 8 contains 187677 members 
Mstep: Class 13 contains 163154 members 
Mstep: Class 16 contains 21055 members 
Mstep: Class 19 contains 63434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111512.000000 Penalty: 36654.218750
Iteration 251Q: 12 clusters Score -8.111151e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15228 members 
Mstep: Class 4 contains 194219 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17614 members 
Mstep: Class 8 contains 187563 members 
Mstep: Class 13 contains 163256 members 
Mstep: Class 16 contains 21059 members 
Mstep: Class 19 contains 63445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111552.000000 Penalty: 36654.218750
Iteration 252Q: 12 clusters Score -8.111155e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15213 members 
Mstep: Class 4 contains 194274 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17617 members 
Mstep: Class 8 contains 187438 members 
Mstep: Class 13 contains 163352 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 19 contains 63437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111536.000000 Penalty: 36654.218750
Iteration 253Q: 12 clusters Score -8.111154e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15192 members 
Mstep: Class 4 contains 194308 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17636 members 
Mstep: Class 8 contains 187343 members 
Mstep: Class 13 contains 163427 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 19 contains 63437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111464.000000 Penalty: 36654.218750
Iteration 254Q: 12 clusters Score -8.111146e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 15164 members 
Mstep: Class 4 contains 194333 members 
Mstep: Class 5 contains 6804 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17648 members 
Mstep: Class 8 contains 187259 members 
Mstep: Class 13 contains 163505 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 19 contains 63449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111288.000000 Penalty: 36654.218750
Iteration 255Q: 12 clusters Score -8.111129e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 15142 members 
Mstep: Class 4 contains 194330 members 
Mstep: Class 5 contains 6803 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17667 members 
Mstep: Class 8 contains 187190 members 
Mstep: Class 13 contains 163579 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 19 contains 63458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111272.000000 Penalty: 36654.218750
Iteration 256Q: 12 clusters Score -8.111127e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 15118 members 
Mstep: Class 4 contains 194340 members 
Mstep: Class 5 contains 6803 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17674 members 
Mstep: Class 8 contains 187133 members 
Mstep: Class 13 contains 163658 members 
Mstep: Class 16 contains 21064 members 
Mstep: Class 19 contains 63452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111368.000000 Penalty: 36654.218750
Iteration 257Q: 12 clusters Score -8.111137e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 15102 members 
Mstep: Class 4 contains 194311 members 
Mstep: Class 5 contains 6803 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17679 members 
Mstep: Class 8 contains 187149 members 
Mstep: Class 13 contains 163697 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 19 contains 63452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111368.000000 Penalty: 36654.218750
Iteration 258Q: 12 clusters Score -8.111137e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 15087 members 
Mstep: Class 4 contains 194296 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17691 members 
Mstep: Class 8 contains 187113 members 
Mstep: Class 13 contains 163753 members 
Mstep: Class 16 contains 21059 members 
Mstep: Class 19 contains 63460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111400.000000 Penalty: 36654.218750
Iteration 259Q: 12 clusters Score -8.11114e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 15080 members 
Mstep: Class 4 contains 194266 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17704 members 
Mstep: Class 8 contains 187103 members 
Mstep: Class 13 contains 163799 members 
Mstep: Class 16 contains 21057 members 
Mstep: Class 19 contains 63465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111312.000000 Penalty: 36654.218750
Iteration 260F: 12 clusters Score -8.111131e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 15068 members 
Mstep: Class 4 contains 194250 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17717 members 
Mstep: Class 8 contains 187083 members 
Mstep: Class 13 contains 163849 members 
Mstep: Class 16 contains 21052 members 
Mstep: Class 19 contains 63469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111352.000000 Penalty: 36654.218750
Iteration 261Q: 12 clusters Score -8.111135e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 15060 members 
Mstep: Class 4 contains 194231 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17730 members 
Mstep: Class 8 contains 187032 members 
Mstep: Class 13 contains 163926 members 
Mstep: Class 16 contains 21053 members 
Mstep: Class 19 contains 63470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111448.000000 Penalty: 36654.218750
Iteration 262Q: 12 clusters Score -8.111145e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 15050 members 
Mstep: Class 4 contains 194185 members 
Mstep: Class 5 contains 6802 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17734 members 
Mstep: Class 8 contains 187009 members 
Mstep: Class 13 contains 164009 members 
Mstep: Class 16 contains 21049 members 
Mstep: Class 19 contains 63468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111424.000000 Penalty: 36654.218750
Iteration 263Q: 12 clusters Score -8.111142e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 15041 members 
Mstep: Class 4 contains 194145 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17741 members 
Mstep: Class 8 contains 187005 members 
Mstep: Class 13 contains 164067 members 
Mstep: Class 16 contains 21050 members 
Mstep: Class 19 contains 63464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111496.000000 Penalty: 36654.218750
Iteration 264Q: 12 clusters Score -8.11115e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2581 members 
Mstep: Class 3 contains 15029 members 
Mstep: Class 4 contains 194116 members 
Mstep: Class 5 contains 6800 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17755 members 
Mstep: Class 8 contains 187023 members 
Mstep: Class 13 contains 164105 members 
Mstep: Class 16 contains 21050 members 
Mstep: Class 19 contains 63453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111592.000000 Penalty: 36654.218750
Iteration 265Q: 12 clusters Score -8.111159e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2582 members 
Mstep: Class 3 contains 15008 members 
Mstep: Class 4 contains 194090 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17775 members 
Mstep: Class 8 contains 187003 members 
Mstep: Class 13 contains 164162 members 
Mstep: Class 16 contains 21055 members 
Mstep: Class 19 contains 63454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111408.000000 Penalty: 36654.218750
Iteration 266Q: 12 clusters Score -8.111141e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2583 members 
Mstep: Class 3 contains 14982 members 
Mstep: Class 4 contains 194052 members 
Mstep: Class 5 contains 6799 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17790 members 
Mstep: Class 8 contains 186998 members 
Mstep: Class 13 contains 164206 members 
Mstep: Class 16 contains 21058 members 
Mstep: Class 19 contains 63460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111400.000000 Penalty: 36654.218750
Iteration 267Q: 12 clusters Score -8.11114e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 14960 members 
Mstep: Class 4 contains 194034 members 
Mstep: Class 5 contains 6798 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17799 members 
Mstep: Class 8 contains 187000 members 
Mstep: Class 13 contains 164235 members 
Mstep: Class 16 contains 21055 members 
Mstep: Class 19 contains 63458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111464.000000 Penalty: 36654.218750
Iteration 268Q: 12 clusters Score -8.111146e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 14940 members 
Mstep: Class 4 contains 194033 members 
Mstep: Class 5 contains 6796 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17809 members 
Mstep: Class 8 contains 186987 members 
Mstep: Class 13 contains 164268 members 
Mstep: Class 16 contains 21056 members 
Mstep: Class 19 contains 63458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111480.000000 Penalty: 36654.218750
Iteration 269Q: 12 clusters Score -8.111148e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 14921 members 
Mstep: Class 4 contains 194040 members 
Mstep: Class 5 contains 6793 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17824 members 
Mstep: Class 8 contains 186957 members 
Mstep: Class 13 contains 164294 members 
Mstep: Class 16 contains 21059 members 
Mstep: Class 19 contains 63467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111424.000000 Penalty: 36654.218750
Iteration 270Q: 12 clusters Score -8.111142e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 14907 members 
Mstep: Class 4 contains 194043 members 
Mstep: Class 5 contains 6791 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17835 members 
Mstep: Class 8 contains 186938 members 
Mstep: Class 13 contains 164309 members 
Mstep: Class 16 contains 21056 members 
Mstep: Class 19 contains 63476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111416.000000 Penalty: 36654.218750
Iteration 271Q: 12 clusters Score -8.111142e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 14892 members 
Mstep: Class 4 contains 194043 members 
Mstep: Class 5 contains 6789 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17836 members 
Mstep: Class 8 contains 186910 members 
Mstep: Class 13 contains 164352 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 19 contains 63472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111456.000000 Penalty: 36654.218750
Iteration 272Q: 12 clusters Score -8.111146e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 14880 members 
Mstep: Class 4 contains 194045 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17847 members 
Mstep: Class 8 contains 186876 members 
Mstep: Class 13 contains 164377 members 
Mstep: Class 16 contains 21059 members 
Mstep: Class 19 contains 63474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111472.000000 Penalty: 36654.218750
Iteration 273Q: 12 clusters Score -8.111147e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2585 members 
Mstep: Class 3 contains 14862 members 
Mstep: Class 4 contains 194057 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17853 members 
Mstep: Class 8 contains 186833 members 
Mstep: Class 13 contains 164419 members 
Mstep: Class 16 contains 21059 members 
Mstep: Class 19 contains 63467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111440.000000 Penalty: 36654.218750
Iteration 274Q: 12 clusters Score -8.111144e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 14841 members 
Mstep: Class 4 contains 194071 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17861 members 
Mstep: Class 8 contains 186799 members 
Mstep: Class 13 contains 164448 members 
Mstep: Class 16 contains 21062 members 
Mstep: Class 19 contains 63460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111544.000000 Penalty: 36654.218750
Iteration 275Q: 12 clusters Score -8.111154e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 14819 members 
Mstep: Class 4 contains 194082 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17881 members 
Mstep: Class 8 contains 186766 members 
Mstep: Class 13 contains 164476 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 19 contains 63455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111576.000000 Penalty: 36654.218750
Iteration 276Q: 12 clusters Score -8.111158e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2586 members 
Mstep: Class 3 contains 14797 members 
Mstep: Class 4 contains 194074 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17897 members 
Mstep: Class 8 contains 186753 members 
Mstep: Class 13 contains 164493 members 
Mstep: Class 16 contains 21062 members 
Mstep: Class 19 contains 63456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111512.000000 Penalty: 36654.218750
Iteration 277Q: 12 clusters Score -8.111151e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 14781 members 
Mstep: Class 4 contains 194081 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17910 members 
Mstep: Class 8 contains 186716 members 
Mstep: Class 13 contains 164512 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 19 contains 63459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111568.000000 Penalty: 36654.218750
Iteration 278Q: 12 clusters Score -8.111157e+07 nChanged 382
Entering ConstructFrom: 
Score: -81111568.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (12070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12070 members 
Entering Unmasked Estep 
Score: -1449420.125000 Penalty: 2330.822754
	Iteration 0F: 2 clusters Score -1449420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1440479.375000 Penalty: 4661.645508
	Iteration 0F: 3 clusters Score -1440479 nChanged 5020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -1443409.125000 Penalty: 4661.645508
	Iteration 1F: 3 clusters Score -1443409 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1444098.125000 Penalty: 4661.645508
	Iteration 2F: 3 clusters Score -1444098 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1444862.125000 Penalty: 4661.645508
	Iteration 3F: 3 clusters Score -1444862 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1445659.000000 Penalty: 4661.645508
	Iteration 4F: 3 clusters Score -1445659 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1446516.875000 Penalty: 4661.645508
	Iteration 5F: 3 clusters Score -1446517 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1447297.750000 Penalty: 4661.645508
	Iteration 6F: 3 clusters Score -1447298 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1447901.000000 Penalty: 4661.645508
	Iteration 7Q: 3 clusters Score -1447901 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1448181.250000 Penalty: 4661.645508
	Iteration 8Q: 3 clusters Score -1448181 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1448272.250000 Penalty: 4661.645508
	Iteration 9Q: 3 clusters Score -1448272 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1448309.625000 Penalty: 4661.645508
	Iteration 10Q: 3 clusters Score -1448310 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1448335.750000 Penalty: 4661.645508
	Iteration 11Q: 3 clusters Score -1448336 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1448348.125000 Penalty: 4661.645508
	Iteration 12Q: 3 clusters Score -1448348 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1448354.625000 Penalty: 4661.645508
	Iteration 13Q: 3 clusters Score -1448355 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1448362.875000 Penalty: 4661.645508
	Iteration 14Q: 3 clusters Score -1448363 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1448366.625000 Penalty: 4661.645508
	Iteration 15Q: 3 clusters Score -1448367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1448367.625000 Penalty: 4661.645508
	Iteration 16Q: 3 clusters Score -1448368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1448368.375000 Penalty: 4661.645508
	Iteration 17Q: 3 clusters Score -1448368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1448369.500000 Penalty: 4661.645508
	Iteration 18Q: 3 clusters Score -1448370 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1448368.375000 Penalty: 4661.645508
	Iteration 19Q: 3 clusters Score -1448368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9760 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1448376.625000 Penalty: 4661.645508
	Iteration 20F: 3 clusters Score -1448377 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -291712.593750 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -291712.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -288704.406250 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -288704.4 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -289306.031250 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -289306 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -289460.031250 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -289460 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -289539.000000 Penalty: 3898.077393
	Iteration 3Q: 3 clusters Score -289539 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -289593.125000 Penalty: 3898.077393
	Iteration 4Q: 3 clusters Score -289593.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -289630.281250 Penalty: 3898.077393
	Iteration 5Q: 3 clusters Score -289630.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -289664.406250 Penalty: 3898.077393
	Iteration 6Q: 3 clusters Score -289664.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289709.562500 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -289709.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -289755.656250 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -289755.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -289792.375000 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -289792.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -289824.562500 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -289824.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -289849.343750 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -289849.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -289868.781250 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -289868.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -289880.250000 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -289880.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -289891.812500 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -289891.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -289901.937500 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -289901.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -289911.937500 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -289911.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -289923.218750 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -289923.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -289932.781250 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -289932.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -289943.625000 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -289943.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -289952.750000 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -289952.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -289956.062500 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -289956.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -289956.750000 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -289956.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -289956.750000 Penalty: 3898.077393
	Iteration 23F: 3 clusters Score -289956.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Entering Unmasked Estep 
Score: -1824920.000000 Penalty: 2380.837158
	Iteration 0F: 2 clusters Score -1824920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1814241.625000 Penalty: 4761.674316
	Iteration 0F: 3 clusters Score -1814242 nChanged 6381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -1817549.500000 Penalty: 4761.674316
	Iteration 1F: 3 clusters Score -1817550 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -1817825.375000 Penalty: 4761.674316
	Iteration 2F: 3 clusters Score -1817825 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1818017.000000 Penalty: 4761.674316
	Iteration 3Q: 3 clusters Score -1818017 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1818171.000000 Penalty: 4761.674316
	Iteration 4Q: 3 clusters Score -1818171 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1818276.250000 Penalty: 4761.674316
	Iteration 5Q: 3 clusters Score -1818276 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1818357.125000 Penalty: 4761.674316
	Iteration 6Q: 3 clusters Score -1818357 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -1818429.500000 Penalty: 4761.674316
	Iteration 7Q: 3 clusters Score -1818430 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1818496.625000 Penalty: 4761.674316
	Iteration 8Q: 3 clusters Score -1818497 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -1818556.750000 Penalty: 4761.674316
	Iteration 9Q: 3 clusters Score -1818557 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1818612.125000 Penalty: 4761.674316
	Iteration 10Q: 3 clusters Score -1818612 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1818665.375000 Penalty: 4761.674316
	Iteration 11Q: 3 clusters Score -1818665 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1818718.125000 Penalty: 4761.674316
	Iteration 12Q: 3 clusters Score -1818718 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 7544 members 
Entering Unmasked Estep 
Score: -1818788.500000 Penalty: 4761.674316
	Iteration 13Q: 3 clusters Score -1818788 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1818872.750000 Penalty: 4761.674316
	Iteration 14Q: 3 clusters Score -1818873 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1818996.125000 Penalty: 4761.674316
	Iteration 15Q: 3 clusters Score -1818996 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1819159.000000 Penalty: 4761.674316
	Iteration 16Q: 3 clusters Score -1819159 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1819346.750000 Penalty: 4761.674316
	Iteration 17Q: 3 clusters Score -1819347 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1819553.125000 Penalty: 4761.674316
	Iteration 18Q: 3 clusters Score -1819553 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -1819814.625000 Penalty: 4761.674316
	Iteration 19Q: 3 clusters Score -1819815 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1820176.875000 Penalty: 4761.674316
	Iteration 20F: 3 clusters Score -1820177 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -1820674.250000 Penalty: 4761.674316
	Iteration 21Q: 3 clusters Score -1820674 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1821163.000000 Penalty: 4761.674316
	Iteration 22Q: 3 clusters Score -1821163 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1821489.875000 Penalty: 4761.674316
	Iteration 23Q: 3 clusters Score -1821490 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1821672.250000 Penalty: 4761.674316
	Iteration 24Q: 3 clusters Score -1821672 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1821789.000000 Penalty: 4761.674316
	Iteration 25Q: 3 clusters Score -1821789 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1821872.125000 Penalty: 4761.674316
	Iteration 26Q: 3 clusters Score -1821872 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1821924.750000 Penalty: 4761.674316
	Iteration 27Q: 3 clusters Score -1821925 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1821962.500000 Penalty: 4761.674316
	Iteration 28Q: 3 clusters Score -1821962 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1821986.750000 Penalty: 4761.674316
	Iteration 29Q: 3 clusters Score -1821987 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -1822016.250000 Penalty: 4761.674316
	Iteration 30Q: 3 clusters Score -1822016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -1822038.875000 Penalty: 4761.674316
	Iteration 31Q: 3 clusters Score -1822039 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1822063.250000 Penalty: 4761.674316
	Iteration 32Q: 3 clusters Score -1822063 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1822073.500000 Penalty: 4761.674316
	Iteration 33Q: 3 clusters Score -1822074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1822082.750000 Penalty: 4761.674316
	Iteration 34Q: 3 clusters Score -1822083 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1822100.000000 Penalty: 4761.674316
	Iteration 35Q: 3 clusters Score -1822100 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -1822119.750000 Penalty: 4761.674316
	Iteration 36Q: 3 clusters Score -1822120 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1822131.375000 Penalty: 4761.674316
	Iteration 37Q: 3 clusters Score -1822131 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -1822146.875000 Penalty: 4761.674316
	Iteration 38Q: 3 clusters Score -1822147 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1822164.500000 Penalty: 4761.674316
	Iteration 39Q: 3 clusters Score -1822164 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -1822183.500000 Penalty: 4761.674316
	Iteration 40F: 3 clusters Score -1822184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1822189.125000 Penalty: 4761.674316
	Iteration 41Q: 3 clusters Score -1822189 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1822206.000000 Penalty: 4761.674316
	Iteration 42Q: 3 clusters Score -1822206 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1822220.625000 Penalty: 4761.674316
	Iteration 43Q: 3 clusters Score -1822221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
Score: -1822225.000000 Penalty: 4761.674316
	Iteration 44Q: 3 clusters Score -1822225 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -1822240.125000 Penalty: 4761.674316
	Iteration 45Q: 3 clusters Score -1822240 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 10743 members 
Entering Unmasked Estep 
Score: -1822253.000000 Penalty: 4761.674316
	Iteration 46Q: 3 clusters Score -1822253 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1822262.625000 Penalty: 4761.674316
	Iteration 47Q: 3 clusters Score -1822263 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1822269.500000 Penalty: 4761.674316
	Iteration 48Q: 3 clusters Score -1822270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1822279.375000 Penalty: 4761.674316
	Iteration 49Q: 3 clusters Score -1822279 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -1822282.625000 Penalty: 4761.674316
	Iteration 50Q: 3 clusters Score -1822283 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1822292.375000 Penalty: 4761.674316
	Iteration 51Q: 3 clusters Score -1822292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1822299.000000 Penalty: 4761.674316
	Iteration 52Q: 3 clusters Score -1822299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1822303.250000 Penalty: 4761.674316
	Iteration 53Q: 3 clusters Score -1822303 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1822310.250000 Penalty: 4761.674316
	Iteration 54Q: 3 clusters Score -1822310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -1822322.875000 Penalty: 4761.674316
	Iteration 55Q: 3 clusters Score -1822323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11148 members 
Entering Unmasked Estep 
Score: -1822334.375000 Penalty: 4761.674316
	Iteration 56Q: 3 clusters Score -1822334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -1822338.750000 Penalty: 4761.674316
	Iteration 57Q: 3 clusters Score -1822339 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -1822353.500000 Penalty: 4761.674316
	Iteration 58Q: 3 clusters Score -1822354 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -1822360.500000 Penalty: 4761.674316
	Iteration 59Q: 3 clusters Score -1822360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1822373.875000 Penalty: 4761.674316
	Iteration 60F: 3 clusters Score -1822374 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -1822380.375000 Penalty: 4761.674316
	Iteration 61Q: 3 clusters Score -1822380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -1822391.125000 Penalty: 4761.674316
	Iteration 62Q: 3 clusters Score -1822391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1822393.625000 Penalty: 4761.674316
	Iteration 63Q: 3 clusters Score -1822394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1822395.250000 Penalty: 4761.674316
	Iteration 64Q: 3 clusters Score -1822395 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1822398.875000 Penalty: 4761.674316
	Iteration 65Q: 3 clusters Score -1822399 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -1822399.375000 Penalty: 4761.674316
	Iteration 66Q: 3 clusters Score -1822399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -1822400.500000 Penalty: 4761.674316
	Iteration 67Q: 3 clusters Score -1822400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -1822404.375000 Penalty: 4761.674316
	Iteration 68Q: 3 clusters Score -1822404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -1822408.750000 Penalty: 4761.674316
	Iteration 69Q: 3 clusters Score -1822409 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -1822414.375000 Penalty: 4761.674316
	Iteration 70Q: 3 clusters Score -1822414 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -1822418.750000 Penalty: 4761.674316
	Iteration 71Q: 3 clusters Score -1822419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
Score: -1822423.625000 Penalty: 4761.674316
	Iteration 72Q: 3 clusters Score -1822424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1822425.125000 Penalty: 4761.674316
	Iteration 73Q: 3 clusters Score -1822425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -1822425.375000 Penalty: 4761.674316
	Iteration 74Q: 3 clusters Score -1822425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1822431.875000 Penalty: 4761.674316
	Iteration 75Q: 3 clusters Score -1822432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -1822434.750000 Penalty: 4761.674316
	Iteration 76Q: 3 clusters Score -1822435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -1822431.250000 Penalty: 4761.674316
	Iteration 77Q: 3 clusters Score -1822431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -1822434.375000 Penalty: 4761.674316
	Iteration 78Q: 3 clusters Score -1822434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -1822438.500000 Penalty: 4761.674316
	Iteration 79Q: 3 clusters Score -1822438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -1822440.125000 Penalty: 4761.674316
	Iteration 80F: 3 clusters Score -1822440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1822444.250000 Penalty: 4761.674316
	Iteration 81Q: 3 clusters Score -1822444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1822449.625000 Penalty: 4761.674316
	Iteration 82Q: 3 clusters Score -1822450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1822448.000000 Penalty: 4761.674316
	Iteration 83Q: 3 clusters Score -1822448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1822452.250000 Penalty: 4761.674316
	Iteration 84Q: 3 clusters Score -1822452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1822458.625000 Penalty: 4761.674316
	Iteration 85Q: 3 clusters Score -1822459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1822456.375000 Penalty: 4761.674316
	Iteration 86Q: 3 clusters Score -1822456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1822458.125000 Penalty: 4761.674316
	Iteration 87Q: 3 clusters Score -1822458 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -1822459.750000 Penalty: 4761.674316
	Iteration 88Q: 3 clusters Score -1822460 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -1822463.250000 Penalty: 4761.674316
	Iteration 89Q: 3 clusters Score -1822463 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -1822466.625000 Penalty: 4761.674316
	Iteration 90Q: 3 clusters Score -1822467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -1822474.625000 Penalty: 4761.674316
	Iteration 91Q: 3 clusters Score -1822475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1822482.125000 Penalty: 4761.674316
	Iteration 92Q: 3 clusters Score -1822482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -1822483.000000 Penalty: 4761.674316
	Iteration 93Q: 3 clusters Score -1822483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11955 members 
Entering Unmasked Estep 
Score: -1822484.625000 Penalty: 4761.674316
	Iteration 94Q: 3 clusters Score -1822485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1822486.625000 Penalty: 4761.674316
	Iteration 95Q: 3 clusters Score -1822487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1822491.250000 Penalty: 4761.674316
	Iteration 96Q: 3 clusters Score -1822491 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1822500.250000 Penalty: 4761.674316
	Iteration 97Q: 3 clusters Score -1822500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -1822503.875000 Penalty: 4761.674316
	Iteration 98Q: 3 clusters Score -1822504 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -1822503.625000 Penalty: 4761.674316
	Iteration 99Q: 3 clusters Score -1822504 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1822505.250000 Penalty: 4761.674316
	Iteration 100F: 3 clusters Score -1822505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 12065 members 
Entering Unmasked Estep 
Score: -1822505.000000 Penalty: 4761.674316
	Iteration 101Q: 3 clusters Score -1822505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1822503.500000 Penalty: 4761.674316
	Iteration 102Q: 3 clusters Score -1822504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -1822505.750000 Penalty: 4761.674316
	Iteration 103Q: 3 clusters Score -1822506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -1822506.750000 Penalty: 4761.674316
	Iteration 104Q: 3 clusters Score -1822507 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -1822507.875000 Penalty: 4761.674316
	Iteration 105Q: 3 clusters Score -1822508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -1822507.125000 Penalty: 4761.674316
	Iteration 106Q: 3 clusters Score -1822507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -1822508.250000 Penalty: 4761.674316
	Iteration 107Q: 3 clusters Score -1822508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -1822509.500000 Penalty: 4761.674316
	Iteration 108Q: 3 clusters Score -1822510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -1822509.375000 Penalty: 4761.674316
	Iteration 109Q: 3 clusters Score -1822509 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -1822506.625000 Penalty: 4761.674316
	Iteration 110Q: 3 clusters Score -1822507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -1822512.125000 Penalty: 4761.674316
	Iteration 111Q: 3 clusters Score -1822512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -1822513.375000 Penalty: 4761.674316
	Iteration 112Q: 3 clusters Score -1822513 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -1822514.625000 Penalty: 4761.674316
	Iteration 113Q: 3 clusters Score -1822515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -1822515.125000 Penalty: 4761.674316
	Iteration 114Q: 3 clusters Score -1822515 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -1822514.500000 Penalty: 4761.674316
	Iteration 115Q: 3 clusters Score -1822514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1822515.125000 Penalty: 4761.674316
	Iteration 116Q: 3 clusters Score -1822515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1822517.125000 Penalty: 4761.674316
	Iteration 117Q: 3 clusters Score -1822517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -1822515.000000 Penalty: 4761.674316
	Iteration 118Q: 3 clusters Score -1822515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 12123 members 
Entering Unmasked Estep 
Score: -1822515.875000 Penalty: 4761.674316
	Iteration 119Q: 3 clusters Score -1822516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -1822517.875000 Penalty: 4761.674316
	Iteration 120F: 3 clusters Score -1822518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -1822519.250000 Penalty: 4761.674316
	Iteration 121Q: 3 clusters Score -1822519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -1822517.250000 Penalty: 4761.674316
	Iteration 122Q: 3 clusters Score -1822517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 12133 members 
Entering Unmasked Estep 
Score: -1822520.375000 Penalty: 4761.674316
	Iteration 123Q: 3 clusters Score -1822520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -1822519.125000 Penalty: 4761.674316
	Iteration 124Q: 3 clusters Score -1822519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -1822519.875000 Penalty: 4761.674316
	Iteration 125Q: 3 clusters Score -1822520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12145 members 
Entering Unmasked Estep 
Score: -1822525.125000 Penalty: 4761.674316
	Iteration 126Q: 3 clusters Score -1822525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1822524.375000 Penalty: 4761.674316
	Iteration 127Q: 3 clusters Score -1822524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -1822524.125000 Penalty: 4761.674316
	Iteration 128Q: 3 clusters Score -1822524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -1822525.125000 Penalty: 4761.674316
	Iteration 129Q: 3 clusters Score -1822525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -1822524.750000 Penalty: 4761.674316
	Iteration 130Q: 3 clusters Score -1822525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -1822528.000000 Penalty: 4761.674316
	Iteration 131Q: 3 clusters Score -1822528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -1822528.500000 Penalty: 4761.674316
	Iteration 132Q: 3 clusters Score -1822528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -1822534.375000 Penalty: 4761.674316
	Iteration 133Q: 3 clusters Score -1822534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -1822532.375000 Penalty: 4761.674316
	Iteration 134Q: 3 clusters Score -1822532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1822529.875000 Penalty: 4761.674316
	Iteration 135Q: 3 clusters Score -1822530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -1822531.625000 Penalty: 4761.674316
	Iteration 136Q: 3 clusters Score -1822532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -1822528.625000 Penalty: 4761.674316
	Iteration 137Q: 3 clusters Score -1822529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -1822530.875000 Penalty: 4761.674316
	Iteration 138Q: 3 clusters Score -1822531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1822530.125000 Penalty: 4761.674316
	Iteration 139Q: 3 clusters Score -1822530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -1822532.250000 Penalty: 4761.674316
	Iteration 140F: 3 clusters Score -1822532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -1822533.375000 Penalty: 4761.674316
	Iteration 141Q: 3 clusters Score -1822533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -1822533.875000 Penalty: 4761.674316
	Iteration 142Q: 3 clusters Score -1822534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1822533.500000 Penalty: 4761.674316
	Iteration 143Q: 3 clusters Score -1822534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -1822533.625000 Penalty: 4761.674316
	Iteration 144Q: 3 clusters Score -1822534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -1822535.500000 Penalty: 4761.674316
	Iteration 145Q: 3 clusters Score -1822536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -1822537.250000 Penalty: 4761.674316
	Iteration 146Q: 3 clusters Score -1822537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1822538.750000 Penalty: 4761.674316
	Iteration 147Q: 3 clusters Score -1822539 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -1822538.750000 Penalty: 4761.674316
	Iteration 148F: 3 clusters Score -1822539 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194079 members 
Entering Unmasked Estep 
Score: -23314986.000000 Penalty: 3019.653076
	Iteration 0F: 2 clusters Score -2.331499e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97180 members 
Mstep: Class 2 contains 96899 members 
Entering Unmasked Estep 
Score: -23187766.000000 Penalty: 6039.306152
	Iteration 0F: 3 clusters Score -2.318777e+07 nChanged 93275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99661 members 
Mstep: Class 2 contains 94418 members 
Entering Unmasked Estep 
Score: -23243358.000000 Penalty: 6039.306152
	Iteration 1F: 3 clusters Score -2.324336e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101225 members 
Mstep: Class 2 contains 92854 members 
Entering Unmasked Estep 
Score: -23245248.000000 Penalty: 6039.306152
	Iteration 2Q: 3 clusters Score -2.324525e+07 nChanged 7137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103398 members 
Mstep: Class 2 contains 90681 members 
Entering Unmasked Estep 
Score: -23247900.000000 Penalty: 6039.306152
	Iteration 3Q: 3 clusters Score -2.32479e+07 nChanged 8240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106338 members 
Mstep: Class 2 contains 87741 members 
Entering Unmasked Estep 
Score: -23251656.000000 Penalty: 6039.306152
	Iteration 4Q: 3 clusters Score -2.325166e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109971 members 
Mstep: Class 2 contains 84108 members 
Entering Unmasked Estep 
Score: -23257312.000000 Penalty: 6039.306152
	Iteration 5Q: 3 clusters Score -2.325731e+07 nChanged 11375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 80091 members 
Entering Unmasked Estep 
Score: -23265450.000000 Penalty: 6039.306152
	Iteration 6F: 3 clusters Score -2.326545e+07 nChanged 12652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117604 members 
Mstep: Class 2 contains 76475 members 
Entering Unmasked Estep 
Score: -23275882.000000 Penalty: 6039.306152
	Iteration 7F: 3 clusters Score -2.327588e+07 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119756 members 
Mstep: Class 2 contains 74323 members 
Entering Unmasked Estep 
Score: -23286356.000000 Penalty: 6039.306152
	Iteration 8F: 3 clusters Score -2.328636e+07 nChanged 11351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120487 members 
Mstep: Class 2 contains 73592 members 
Entering Unmasked Estep 
Score: -23293720.000000 Penalty: 6039.306152
	Iteration 9F: 3 clusters Score -2.329372e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120519 members 
Mstep: Class 2 contains 73560 members 
Entering Unmasked Estep 
Score: -23297426.000000 Penalty: 6039.306152
	Iteration 10Q: 3 clusters Score -2.329743e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120433 members 
Mstep: Class 2 contains 73646 members 
Entering Unmasked Estep 
Score: -23299490.000000 Penalty: 6039.306152
	Iteration 11Q: 3 clusters Score -2.329949e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120279 members 
Mstep: Class 2 contains 73800 members 
Entering Unmasked Estep 
Score: -23301280.000000 Penalty: 6039.306152
	Iteration 12Q: 3 clusters Score -2.330128e+07 nChanged 3839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119926 members 
Mstep: Class 2 contains 74153 members 
Entering Unmasked Estep 
Score: -23302974.000000 Penalty: 6039.306152
	Iteration 13Q: 3 clusters Score -2.330297e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119511 members 
Mstep: Class 2 contains 74568 members 
Entering Unmasked Estep 
Score: -23304442.000000 Penalty: 6039.306152
	Iteration 14Q: 3 clusters Score -2.330444e+07 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118890 members 
Mstep: Class 2 contains 75189 members 
Entering Unmasked Estep 
Score: -23305874.000000 Penalty: 6039.306152
	Iteration 15Q: 3 clusters Score -2.330587e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118118 members 
Mstep: Class 2 contains 75961 members 
Entering Unmasked Estep 
Score: -23307098.000000 Penalty: 6039.306152
	Iteration 16Q: 3 clusters Score -2.33071e+07 nChanged 3268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117226 members 
Mstep: Class 2 contains 76853 members 
Entering Unmasked Estep 
Score: -23308542.000000 Penalty: 6039.306152
	Iteration 17Q: 3 clusters Score -2.330854e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116431 members 
Mstep: Class 2 contains 77648 members 
Entering Unmasked Estep 
Score: -23309606.000000 Penalty: 6039.306152
	Iteration 18Q: 3 clusters Score -2.330961e+07 nChanged 2635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115686 members 
Mstep: Class 2 contains 78393 members 
Entering Unmasked Estep 
Score: -23310302.000000 Penalty: 6039.306152
	Iteration 19Q: 3 clusters Score -2.33103e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115142 members 
Mstep: Class 2 contains 78937 members 
Entering Unmasked Estep 
Score: -23310978.000000 Penalty: 6039.306152
	Iteration 20F: 3 clusters Score -2.331098e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114692 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -23311470.000000 Penalty: 6039.306152
	Iteration 21Q: 3 clusters Score -2.331147e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114396 members 
Mstep: Class 2 contains 79683 members 
Entering Unmasked Estep 
Score: -23311648.000000 Penalty: 6039.306152
	Iteration 22Q: 3 clusters Score -2.331165e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114159 members 
Mstep: Class 2 contains 79920 members 
Entering Unmasked Estep 
Score: -23311764.000000 Penalty: 6039.306152
	Iteration 23Q: 3 clusters Score -2.331176e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113963 members 
Mstep: Class 2 contains 80116 members 
Entering Unmasked Estep 
Score: -23311816.000000 Penalty: 6039.306152
	Iteration 24Q: 3 clusters Score -2.331182e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113750 members 
Mstep: Class 2 contains 80329 members 
Entering Unmasked Estep 
Score: -23311872.000000 Penalty: 6039.306152
	Iteration 25Q: 3 clusters Score -2.331187e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113545 members 
Mstep: Class 2 contains 80534 members 
Entering Unmasked Estep 
Score: -23311958.000000 Penalty: 6039.306152
	Iteration 26Q: 3 clusters Score -2.331196e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113333 members 
Mstep: Class 2 contains 80746 members 
Entering Unmasked Estep 
Score: -23312024.000000 Penalty: 6039.306152
	Iteration 27Q: 3 clusters Score -2.331202e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113137 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -23312022.000000 Penalty: 6039.306152
	Iteration 28Q: 3 clusters Score -2.331202e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112995 members 
Mstep: Class 2 contains 81084 members 
Entering Unmasked Estep 
Score: -23312032.000000 Penalty: 6039.306152
	Iteration 29Q: 3 clusters Score -2.331203e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112857 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -23312030.000000 Penalty: 6039.306152
	Iteration 30Q: 3 clusters Score -2.331203e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112697 members 
Mstep: Class 2 contains 81382 members 
Entering Unmasked Estep 
Score: -23312082.000000 Penalty: 6039.306152
	Iteration 31Q: 3 clusters Score -2.331208e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112532 members 
Mstep: Class 2 contains 81547 members 
Entering Unmasked Estep 
Score: -23312108.000000 Penalty: 6039.306152
	Iteration 32Q: 3 clusters Score -2.331211e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112370 members 
Mstep: Class 2 contains 81709 members 
Entering Unmasked Estep 
Score: -23312208.000000 Penalty: 6039.306152
	Iteration 33Q: 3 clusters Score -2.331221e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112236 members 
Mstep: Class 2 contains 81843 members 
Entering Unmasked Estep 
Score: -23312140.000000 Penalty: 6039.306152
	Iteration 34Q: 3 clusters Score -2.331214e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112140 members 
Mstep: Class 2 contains 81939 members 
Entering Unmasked Estep 
Score: -23312152.000000 Penalty: 6039.306152
	Iteration 35Q: 3 clusters Score -2.331215e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112003 members 
Mstep: Class 2 contains 82076 members 
Entering Unmasked Estep 
Score: -23312168.000000 Penalty: 6039.306152
	Iteration 36Q: 3 clusters Score -2.331217e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111874 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -23312224.000000 Penalty: 6039.306152
	Iteration 37Q: 3 clusters Score -2.331222e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111767 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -23312216.000000 Penalty: 6039.306152
	Iteration 38Q: 3 clusters Score -2.331222e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111640 members 
Mstep: Class 2 contains 82439 members 
Entering Unmasked Estep 
Score: -23312226.000000 Penalty: 6039.306152
	Iteration 39Q: 3 clusters Score -2.331223e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111514 members 
Mstep: Class 2 contains 82565 members 
Entering Unmasked Estep 
Score: -23312218.000000 Penalty: 6039.306152
	Iteration 40F: 3 clusters Score -2.331222e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111378 members 
Mstep: Class 2 contains 82701 members 
Entering Unmasked Estep 
Score: -23312220.000000 Penalty: 6039.306152
	Iteration 41Q: 3 clusters Score -2.331222e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111257 members 
Mstep: Class 2 contains 82822 members 
Entering Unmasked Estep 
Score: -23312218.000000 Penalty: 6039.306152
	Iteration 42Q: 3 clusters Score -2.331222e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111143 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -23312216.000000 Penalty: 6039.306152
	Iteration 43Q: 3 clusters Score -2.331222e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111002 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -23312218.000000 Penalty: 6039.306152
	Iteration 44Q: 3 clusters Score -2.331222e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 83209 members 
Entering Unmasked Estep 
Score: -23312196.000000 Penalty: 6039.306152
	Iteration 45Q: 3 clusters Score -2.33122e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110742 members 
Mstep: Class 2 contains 83337 members 
Entering Unmasked Estep 
Score: -23312230.000000 Penalty: 6039.306152
	Iteration 46Q: 3 clusters Score -2.331223e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110575 members 
Mstep: Class 2 contains 83504 members 
Entering Unmasked Estep 
Score: -23312230.000000 Penalty: 6039.306152
	Iteration 47Q: 3 clusters Score -2.331223e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110429 members 
Mstep: Class 2 contains 83650 members 
Entering Unmasked Estep 
Score: -23312266.000000 Penalty: 6039.306152
	Iteration 48Q: 3 clusters Score -2.331227e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110265 members 
Mstep: Class 2 contains 83814 members 
Entering Unmasked Estep 
Score: -23312218.000000 Penalty: 6039.306152
	Iteration 49Q: 3 clusters Score -2.331222e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110121 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -23312266.000000 Penalty: 6039.306152
	Iteration 50Q: 3 clusters Score -2.331227e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109966 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -23312226.000000 Penalty: 6039.306152
	Iteration 51Q: 3 clusters Score -2.331223e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109813 members 
Mstep: Class 2 contains 84266 members 
Entering Unmasked Estep 
Score: -23312258.000000 Penalty: 6039.306152
	Iteration 52Q: 3 clusters Score -2.331226e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109667 members 
Mstep: Class 2 contains 84412 members 
Entering Unmasked Estep 
Score: -23312276.000000 Penalty: 6039.306152
	Iteration 53Q: 3 clusters Score -2.331228e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109531 members 
Mstep: Class 2 contains 84548 members 
Entering Unmasked Estep 
Score: -23312264.000000 Penalty: 6039.306152
	Iteration 54Q: 3 clusters Score -2.331226e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109382 members 
Mstep: Class 2 contains 84697 members 
Entering Unmasked Estep 
Score: -23312298.000000 Penalty: 6039.306152
	Iteration 55Q: 3 clusters Score -2.33123e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109229 members 
Mstep: Class 2 contains 84850 members 
Entering Unmasked Estep 
Score: -23312254.000000 Penalty: 6039.306152
	Iteration 56Q: 3 clusters Score -2.331225e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109134 members 
Mstep: Class 2 contains 84945 members 
Entering Unmasked Estep 
Score: -23312246.000000 Penalty: 6039.306152
	Iteration 57Q: 3 clusters Score -2.331225e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109059 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -23312264.000000 Penalty: 6039.306152
	Iteration 58Q: 3 clusters Score -2.331226e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108985 members 
Mstep: Class 2 contains 85094 members 
Entering Unmasked Estep 
Score: -23312250.000000 Penalty: 6039.306152
	Iteration 59Q: 3 clusters Score -2.331225e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108882 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -23312256.000000 Penalty: 6039.306152
	Iteration 60F: 3 clusters Score -2.331226e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108779 members 
Mstep: Class 2 contains 85300 members 
Entering Unmasked Estep 
Score: -23312278.000000 Penalty: 6039.306152
	Iteration 61Q: 3 clusters Score -2.331228e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108677 members 
Mstep: Class 2 contains 85402 members 
Entering Unmasked Estep 
Score: -23312246.000000 Penalty: 6039.306152
	Iteration 62Q: 3 clusters Score -2.331225e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108579 members 
Mstep: Class 2 contains 85500 members 
Entering Unmasked Estep 
Score: -23312240.000000 Penalty: 6039.306152
	Iteration 63Q: 3 clusters Score -2.331224e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108469 members 
Mstep: Class 2 contains 85610 members 
Entering Unmasked Estep 
Score: -23312268.000000 Penalty: 6039.306152
	Iteration 64Q: 3 clusters Score -2.331227e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108345 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -23312264.000000 Penalty: 6039.306152
	Iteration 65Q: 3 clusters Score -2.331226e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108231 members 
Mstep: Class 2 contains 85848 members 
Entering Unmasked Estep 
Score: -23312254.000000 Penalty: 6039.306152
	Iteration 66Q: 3 clusters Score -2.331225e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108105 members 
Mstep: Class 2 contains 85974 members 
Entering Unmasked Estep 
Score: -23312230.000000 Penalty: 6039.306152
	Iteration 67Q: 3 clusters Score -2.331223e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108017 members 
Mstep: Class 2 contains 86062 members 
Entering Unmasked Estep 
Score: -23312216.000000 Penalty: 6039.306152
	Iteration 68Q: 3 clusters Score -2.331222e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107928 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -23312210.000000 Penalty: 6039.306152
	Iteration 69Q: 3 clusters Score -2.331221e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107870 members 
Mstep: Class 2 contains 86209 members 
Entering Unmasked Estep 
Score: -23312232.000000 Penalty: 6039.306152
	Iteration 70Q: 3 clusters Score -2.331223e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107802 members 
Mstep: Class 2 contains 86277 members 
Entering Unmasked Estep 
Score: -23312192.000000 Penalty: 6039.306152
	Iteration 71Q: 3 clusters Score -2.331219e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107729 members 
Mstep: Class 2 contains 86350 members 
Entering Unmasked Estep 
Score: -23312172.000000 Penalty: 6039.306152
	Iteration 72Q: 3 clusters Score -2.331217e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107662 members 
Mstep: Class 2 contains 86417 members 
Entering Unmasked Estep 
Score: -23312222.000000 Penalty: 6039.306152
	Iteration 73Q: 3 clusters Score -2.331222e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107606 members 
Mstep: Class 2 contains 86473 members 
Entering Unmasked Estep 
Score: -23312194.000000 Penalty: 6039.306152
	Iteration 74Q: 3 clusters Score -2.331219e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107529 members 
Mstep: Class 2 contains 86550 members 
Entering Unmasked Estep 
Score: -23312204.000000 Penalty: 6039.306152
	Iteration 75Q: 3 clusters Score -2.33122e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107463 members 
Mstep: Class 2 contains 86616 members 
Entering Unmasked Estep 
Score: -23312210.000000 Penalty: 6039.306152
	Iteration 76Q: 3 clusters Score -2.331221e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107402 members 
Mstep: Class 2 contains 86677 members 
Entering Unmasked Estep 
Score: -23312194.000000 Penalty: 6039.306152
	Iteration 77Q: 3 clusters Score -2.331219e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107347 members 
Mstep: Class 2 contains 86732 members 
Entering Unmasked Estep 
Score: -23312220.000000 Penalty: 6039.306152
	Iteration 78Q: 3 clusters Score -2.331222e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107283 members 
Mstep: Class 2 contains 86796 members 
Entering Unmasked Estep 
Score: -23312206.000000 Penalty: 6039.306152
	Iteration 79Q: 3 clusters Score -2.331221e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107217 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -23312192.000000 Penalty: 6039.306152
	Iteration 80F: 3 clusters Score -2.331219e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 86929 members 
Entering Unmasked Estep 
Score: -23312206.000000 Penalty: 6039.306152
	Iteration 81Q: 3 clusters Score -2.331221e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 87003 members 
Entering Unmasked Estep 
Score: -23312240.000000 Penalty: 6039.306152
	Iteration 82Q: 3 clusters Score -2.331224e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107011 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -23312274.000000 Penalty: 6039.306152
	Iteration 83Q: 3 clusters Score -2.331227e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106950 members 
Mstep: Class 2 contains 87129 members 
Entering Unmasked Estep 
Score: -23312250.000000 Penalty: 6039.306152
	Iteration 84Q: 3 clusters Score -2.331225e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106888 members 
Mstep: Class 2 contains 87191 members 
Entering Unmasked Estep 
Score: -23312282.000000 Penalty: 6039.306152
	Iteration 85Q: 3 clusters Score -2.331228e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106842 members 
Mstep: Class 2 contains 87237 members 
Entering Unmasked Estep 
Score: -23312274.000000 Penalty: 6039.306152
	Iteration 86Q: 3 clusters Score -2.331227e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106788 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -23312290.000000 Penalty: 6039.306152
	Iteration 87Q: 3 clusters Score -2.331229e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106729 members 
Mstep: Class 2 contains 87350 members 
Entering Unmasked Estep 
Score: -23312248.000000 Penalty: 6039.306152
	Iteration 88Q: 3 clusters Score -2.331225e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106681 members 
Mstep: Class 2 contains 87398 members 
Entering Unmasked Estep 
Score: -23312246.000000 Penalty: 6039.306152
	Iteration 89Q: 3 clusters Score -2.331225e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106646 members 
Mstep: Class 2 contains 87433 members 
Entering Unmasked Estep 
Score: -23312244.000000 Penalty: 6039.306152
	Iteration 90Q: 3 clusters Score -2.331224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106617 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -23312242.000000 Penalty: 6039.306152
	Iteration 91Q: 3 clusters Score -2.331224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106593 members 
Mstep: Class 2 contains 87486 members 
Entering Unmasked Estep 
Score: -23312230.000000 Penalty: 6039.306152
	Iteration 92Q: 3 clusters Score -2.331223e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106567 members 
Mstep: Class 2 contains 87512 members 
Entering Unmasked Estep 
Score: -23312226.000000 Penalty: 6039.306152
	Iteration 93Q: 3 clusters Score -2.331223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106548 members 
Mstep: Class 2 contains 87531 members 
Entering Unmasked Estep 
Score: -23312206.000000 Penalty: 6039.306152
	Iteration 94Q: 3 clusters Score -2.331221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106532 members 
Mstep: Class 2 contains 87547 members 
Entering Unmasked Estep 
Score: -23312208.000000 Penalty: 6039.306152
	Iteration 95Q: 3 clusters Score -2.331221e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106516 members 
Mstep: Class 2 contains 87563 members 
Entering Unmasked Estep 
Score: -23312212.000000 Penalty: 6039.306152
	Iteration 96Q: 3 clusters Score -2.331221e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106497 members 
Mstep: Class 2 contains 87582 members 
Entering Unmasked Estep 
Score: -23312226.000000 Penalty: 6039.306152
	Iteration 97Q: 3 clusters Score -2.331223e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106469 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -23312216.000000 Penalty: 6039.306152
	Iteration 98Q: 3 clusters Score -2.331222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 87645 members 
Entering Unmasked Estep 
Score: -23312206.000000 Penalty: 6039.306152
	Iteration 99Q: 3 clusters Score -2.331221e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106400 members 
Mstep: Class 2 contains 87679 members 
Entering Unmasked Estep 
Score: -23312190.000000 Penalty: 6039.306152
	Iteration 100F: 3 clusters Score -2.331219e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106370 members 
Mstep: Class 2 contains 87709 members 
Entering Unmasked Estep 
Score: -23312212.000000 Penalty: 6039.306152
	Iteration 101Q: 3 clusters Score -2.331221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106333 members 
Mstep: Class 2 contains 87746 members 
Entering Unmasked Estep 
Score: -23312190.000000 Penalty: 6039.306152
	Iteration 102Q: 3 clusters Score -2.331219e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106310 members 
Mstep: Class 2 contains 87769 members 
Entering Unmasked Estep 
Score: -23312192.000000 Penalty: 6039.306152
	Iteration 103Q: 3 clusters Score -2.331219e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106281 members 
Mstep: Class 2 contains 87798 members 
Entering Unmasked Estep 
Score: -23312196.000000 Penalty: 6039.306152
	Iteration 104Q: 3 clusters Score -2.33122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106237 members 
Mstep: Class 2 contains 87842 members 
Entering Unmasked Estep 
Score: -23312214.000000 Penalty: 6039.306152
	Iteration 105Q: 3 clusters Score -2.331221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106192 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -23312216.000000 Penalty: 6039.306152
	Iteration 106Q: 3 clusters Score -2.331222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106154 members 
Mstep: Class 2 contains 87925 members 
Entering Unmasked Estep 
Score: -23312222.000000 Penalty: 6039.306152
	Iteration 107Q: 3 clusters Score -2.331222e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106116 members 
Mstep: Class 2 contains 87963 members 
Entering Unmasked Estep 
Score: -23312238.000000 Penalty: 6039.306152
	Iteration 108Q: 3 clusters Score -2.331224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106089 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -23312242.000000 Penalty: 6039.306152
	Iteration 109Q: 3 clusters Score -2.331224e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106056 members 
Mstep: Class 2 contains 88023 members 
Entering Unmasked Estep 
Score: -23312214.000000 Penalty: 6039.306152
	Iteration 110Q: 3 clusters Score -2.331221e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106030 members 
Mstep: Class 2 contains 88049 members 
Entering Unmasked Estep 
Score: -23312224.000000 Penalty: 6039.306152
	Iteration 111Q: 3 clusters Score -2.331222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105997 members 
Mstep: Class 2 contains 88082 members 
Entering Unmasked Estep 
Score: -23312226.000000 Penalty: 6039.306152
	Iteration 112Q: 3 clusters Score -2.331223e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105958 members 
Mstep: Class 2 contains 88121 members 
Entering Unmasked Estep 
Score: -23312238.000000 Penalty: 6039.306152
	Iteration 113Q: 3 clusters Score -2.331224e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105924 members 
Mstep: Class 2 contains 88155 members 
Entering Unmasked Estep 
Score: -23312264.000000 Penalty: 6039.306152
	Iteration 114Q: 3 clusters Score -2.331226e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105897 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -23312276.000000 Penalty: 6039.306152
	Iteration 115Q: 3 clusters Score -2.331228e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105866 members 
Mstep: Class 2 contains 88213 members 
Entering Unmasked Estep 
Score: -23312264.000000 Penalty: 6039.306152
	Iteration 116Q: 3 clusters Score -2.331226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105844 members 
Mstep: Class 2 contains 88235 members 
Entering Unmasked Estep 
Score: -23312266.000000 Penalty: 6039.306152
	Iteration 117Q: 3 clusters Score -2.331227e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105821 members 
Mstep: Class 2 contains 88258 members 
Entering Unmasked Estep 
Score: -23312242.000000 Penalty: 6039.306152
	Iteration 118Q: 3 clusters Score -2.331224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105796 members 
Mstep: Class 2 contains 88283 members 
Entering Unmasked Estep 
Score: -23312258.000000 Penalty: 6039.306152
	Iteration 119Q: 3 clusters Score -2.331226e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105766 members 
Mstep: Class 2 contains 88313 members 
Entering Unmasked Estep 
Score: -23312228.000000 Penalty: 6039.306152
	Iteration 120F: 3 clusters Score -2.331223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105745 members 
Mstep: Class 2 contains 88334 members 
Entering Unmasked Estep 
Score: -23312260.000000 Penalty: 6039.306152
	Iteration 121Q: 3 clusters Score -2.331226e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105722 members 
Mstep: Class 2 contains 88357 members 
Entering Unmasked Estep 
Score: -23312258.000000 Penalty: 6039.306152
	Iteration 122Q: 3 clusters Score -2.331226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105713 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -23312252.000000 Penalty: 6039.306152
	Iteration 123Q: 3 clusters Score -2.331225e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105705 members 
Mstep: Class 2 contains 88374 members 
Entering Unmasked Estep 
Score: -23312254.000000 Penalty: 6039.306152
	Iteration 124Q: 3 clusters Score -2.331225e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105694 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -23312242.000000 Penalty: 6039.306152
	Iteration 125Q: 3 clusters Score -2.331224e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105684 members 
Mstep: Class 2 contains 88395 members 
Entering Unmasked Estep 
Score: -23312264.000000 Penalty: 6039.306152
	Iteration 126Q: 3 clusters Score -2.331226e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105675 members 
Mstep: Class 2 contains 88404 members 
Entering Unmasked Estep 
Score: -23312266.000000 Penalty: 6039.306152
	Iteration 127Q: 3 clusters Score -2.331227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -23312266.000000 Penalty: 6039.306152
	Iteration 128Q: 3 clusters Score -2.331227e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105672 members 
Mstep: Class 2 contains 88407 members 
Entering Unmasked Estep 
Score: -23312264.000000 Penalty: 6039.306152
	Iteration 129Q: 3 clusters Score -2.331226e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -23312260.000000 Penalty: 6039.306152
	Iteration 130Q: 3 clusters Score -2.331226e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105671 members 
Mstep: Class 2 contains 88408 members 
Entering Unmasked Estep 
Score: -23312260.000000 Penalty: 6039.306152
	Iteration 131F: 3 clusters Score -2.331226e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Entering Unmasked Estep 
Score: -782987.187500 Penalty: 2188.082031
	Iteration 0F: 2 clusters Score -782987.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -777413.000000 Penalty: 4376.164062
	Iteration 0F: 3 clusters Score -777413 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -779154.625000 Penalty: 4376.164062
	Iteration 1F: 3 clusters Score -779154.6 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -779704.062500 Penalty: 4376.164062
	Iteration 2F: 3 clusters Score -779704.1 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -780189.250000 Penalty: 4376.164062
	Iteration 3F: 3 clusters Score -780189.2 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -780619.000000 Penalty: 4376.164062
	Iteration 4F: 3 clusters Score -780619 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -780920.125000 Penalty: 4376.164062
	Iteration 5F: 3 clusters Score -780920.1 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -781104.062500 Penalty: 4376.164062
	Iteration 6Q: 3 clusters Score -781104.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -781239.250000 Penalty: 4376.164062
	Iteration 7Q: 3 clusters Score -781239.2 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -781342.125000 Penalty: 4376.164062
	Iteration 8Q: 3 clusters Score -781342.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -781420.500000 Penalty: 4376.164062
	Iteration 9Q: 3 clusters Score -781420.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -781477.562500 Penalty: 4376.164062
	Iteration 10Q: 3 clusters Score -781477.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -781516.937500 Penalty: 4376.164062
	Iteration 11Q: 3 clusters Score -781516.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -781552.437500 Penalty: 4376.164062
	Iteration 12Q: 3 clusters Score -781552.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -781585.687500 Penalty: 4376.164062
	Iteration 13Q: 3 clusters Score -781585.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -781609.062500 Penalty: 4376.164062
	Iteration 14Q: 3 clusters Score -781609.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -781630.437500 Penalty: 4376.164062
	Iteration 15Q: 3 clusters Score -781630.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -781644.750000 Penalty: 4376.164062
	Iteration 16Q: 3 clusters Score -781644.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -781651.250000 Penalty: 4376.164062
	Iteration 17Q: 3 clusters Score -781651.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -781661.062500 Penalty: 4376.164062
	Iteration 18Q: 3 clusters Score -781661.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -781666.750000 Penalty: 4376.164062
	Iteration 19Q: 3 clusters Score -781666.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -781675.750000 Penalty: 4376.164062
	Iteration 20F: 3 clusters Score -781675.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -781684.625000 Penalty: 4376.164062
	Iteration 21Q: 3 clusters Score -781684.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -781693.187500 Penalty: 4376.164062
	Iteration 22Q: 3 clusters Score -781693.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -781701.125000 Penalty: 4376.164062
	Iteration 23Q: 3 clusters Score -781701.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -781707.812500 Penalty: 4376.164062
	Iteration 24Q: 3 clusters Score -781707.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -781716.500000 Penalty: 4376.164062
	Iteration 25Q: 3 clusters Score -781716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -781721.250000 Penalty: 4376.164062
	Iteration 26Q: 3 clusters Score -781721.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -781729.000000 Penalty: 4376.164062
	Iteration 27Q: 3 clusters Score -781729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -781735.062500 Penalty: 4376.164062
	Iteration 28Q: 3 clusters Score -781735.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -781739.062500 Penalty: 4376.164062
	Iteration 29Q: 3 clusters Score -781739.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -781741.625000 Penalty: 4376.164062
	Iteration 30Q: 3 clusters Score -781741.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -781745.375000 Penalty: 4376.164062
	Iteration 31Q: 3 clusters Score -781745.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -781749.437500 Penalty: 4376.164062
	Iteration 32Q: 3 clusters Score -781749.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -781752.375000 Penalty: 4376.164062
	Iteration 33Q: 3 clusters Score -781752.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -781758.750000 Penalty: 4376.164062
	Iteration 34Q: 3 clusters Score -781758.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -781762.687500 Penalty: 4376.164062
	Iteration 35Q: 3 clusters Score -781762.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -781762.937500 Penalty: 4376.164062
	Iteration 36Q: 3 clusters Score -781762.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -781766.687500 Penalty: 4376.164062
	Iteration 37Q: 3 clusters Score -781766.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -781769.250000 Penalty: 4376.164062
	Iteration 38Q: 3 clusters Score -781769.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5835 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -781771.000000 Penalty: 4376.164062
	Iteration 39Q: 3 clusters Score -781771 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -781776.562500 Penalty: 4376.164062
	Iteration 40F: 3 clusters Score -781776.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -781776.375000 Penalty: 4376.164062
	Iteration 41Q: 3 clusters Score -781776.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -781776.375000 Penalty: 4376.164062
	Iteration 42F: 3 clusters Score -781776.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -43421.167969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -43421.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42022.789062 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -42022.79 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -42195.687500 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -42195.69 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -42260.203125 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -42260.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -42295.050781 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -42295.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -42312.964844 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -42312.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -42328.265625 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -42328.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42333.433594 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -42333.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42338.460938 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -42338.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42341.769531 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -42341.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42355.593750 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -42355.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42358.531250 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -42358.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42359.769531 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -42359.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42365.468750 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -42365.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42371.320312 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -42371.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -42372.101562 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -42372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42372.968750 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -42372.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42372.968750 Penalty: 3021.289795
	Iteration 16F: 3 clusters Score -42372.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Entering Unmasked Estep 
Score: -2175767.250000 Penalty: 2428.830811
	Iteration 0F: 2 clusters Score -2175767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2163043.500000 Penalty: 4857.661621
	Iteration 0F: 3 clusters Score -2163044 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2167647.250000 Penalty: 4857.661621
	Iteration 1F: 3 clusters Score -2167647 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2168809.000000 Penalty: 4857.661621
	Iteration 2F: 3 clusters Score -2168809 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2170183.500000 Penalty: 4857.661621
	Iteration 3F: 3 clusters Score -2170184 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2171773.250000 Penalty: 4857.661621
	Iteration 4F: 3 clusters Score -2171773 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2173237.250000 Penalty: 4857.661621
	Iteration 5F: 3 clusters Score -2173237 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2174223.000000 Penalty: 4857.661621
	Iteration 6F: 3 clusters Score -2174223 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2174638.750000 Penalty: 4857.661621
	Iteration 7Q: 3 clusters Score -2174639 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2174782.750000 Penalty: 4857.661621
	Iteration 8Q: 3 clusters Score -2174783 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -2174827.750000 Penalty: 4857.661621
	Iteration 9Q: 3 clusters Score -2174828 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2174861.250000 Penalty: 4857.661621
	Iteration 10Q: 3 clusters Score -2174861 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2174874.250000 Penalty: 4857.661621
	Iteration 11Q: 3 clusters Score -2174874 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 13992 members 
Entering Unmasked Estep 
Score: -2174881.250000 Penalty: 4857.661621
	Iteration 12Q: 3 clusters Score -2174881 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2174898.750000 Penalty: 4857.661621
	Iteration 13Q: 3 clusters Score -2174899 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -2174902.250000 Penalty: 4857.661621
	Iteration 14Q: 3 clusters Score -2174902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2174911.250000 Penalty: 4857.661621
	Iteration 15Q: 3 clusters Score -2174911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -2174914.250000 Penalty: 4857.661621
	Iteration 16Q: 3 clusters Score -2174914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2174924.250000 Penalty: 4857.661621
	Iteration 17Q: 3 clusters Score -2174924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2174926.750000 Penalty: 4857.661621
	Iteration 18Q: 3 clusters Score -2174927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2174927.000000 Penalty: 4857.661621
	Iteration 19Q: 3 clusters Score -2174927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -2174929.500000 Penalty: 4857.661621
	Iteration 20F: 3 clusters Score -2174930 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -2174931.000000 Penalty: 4857.661621
	Iteration 21Q: 3 clusters Score -2174931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2174937.500000 Penalty: 4857.661621
	Iteration 22Q: 3 clusters Score -2174938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2174943.250000 Penalty: 4857.661621
	Iteration 23Q: 3 clusters Score -2174943 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 14291 members 
Entering Unmasked Estep 
Score: -2174942.750000 Penalty: 4857.661621
	Iteration 24Q: 3 clusters Score -2174943 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2174945.000000 Penalty: 4857.661621
	Iteration 25Q: 3 clusters Score -2174945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -2174946.000000 Penalty: 4857.661621
	Iteration 26Q: 3 clusters Score -2174946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -2174946.750000 Penalty: 4857.661621
	Iteration 27Q: 3 clusters Score -2174947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -2174947.250000 Penalty: 4857.661621
	Iteration 28Q: 3 clusters Score -2174947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2174949.750000 Penalty: 4857.661621
	Iteration 29Q: 3 clusters Score -2174950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -2174947.250000 Penalty: 4857.661621
	Iteration 30Q: 3 clusters Score -2174947 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -2174952.750000 Penalty: 4857.661621
	Iteration 31Q: 3 clusters Score -2174953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -2174949.750000 Penalty: 4857.661621
	Iteration 32Q: 3 clusters Score -2174950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -2174948.500000 Penalty: 4857.661621
	Iteration 33Q: 3 clusters Score -2174948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -2174948.500000 Penalty: 4857.661621
	Iteration 34Q: 3 clusters Score -2174948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 14373 members 
Entering Unmasked Estep 
Score: -2174949.000000 Penalty: 4857.661621
	Iteration 35Q: 3 clusters Score -2174949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -2174948.000000 Penalty: 4857.661621
	Iteration 36Q: 3 clusters Score -2174948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2174948.750000 Penalty: 4857.661621
	Iteration 37Q: 3 clusters Score -2174949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2174952.250000 Penalty: 4857.661621
	Iteration 38Q: 3 clusters Score -2174952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2174953.250000 Penalty: 4857.661621
	Iteration 39Q: 3 clusters Score -2174953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -2174954.500000 Penalty: 4857.661621
	Iteration 40F: 3 clusters Score -2174954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (186704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186704 members 
Entering Unmasked Estep 
Score: -22545712.000000 Penalty: 3010.045410
	Iteration 0F: 2 clusters Score -2.254571e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93448 members 
Mstep: Class 2 contains 93256 members 
Entering Unmasked Estep 
Score: -22423872.000000 Penalty: 6020.090820
	Iteration 0F: 3 clusters Score -2.242387e+07 nChanged 89557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93357 members 
Mstep: Class 2 contains 93347 members 
Entering Unmasked Estep 
Score: -22476422.000000 Penalty: 6020.090820
	Iteration 1F: 3 clusters Score -2.247642e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93868 members 
Mstep: Class 2 contains 92836 members 
Entering Unmasked Estep 
Score: -22477524.000000 Penalty: 6020.090820
	Iteration 2Q: 3 clusters Score -2.247752e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94735 members 
Mstep: Class 2 contains 91969 members 
Entering Unmasked Estep 
Score: -22478766.000000 Penalty: 6020.090820
	Iteration 3Q: 3 clusters Score -2.247877e+07 nChanged 5729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 90542 members 
Entering Unmasked Estep 
Score: -22480160.000000 Penalty: 6020.090820
	Iteration 4Q: 3 clusters Score -2.248016e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98333 members 
Mstep: Class 2 contains 88371 members 
Entering Unmasked Estep 
Score: -22481776.000000 Penalty: 6020.090820
	Iteration 5Q: 3 clusters Score -2.248178e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101503 members 
Mstep: Class 2 contains 85201 members 
Entering Unmasked Estep 
Score: -22484070.000000 Penalty: 6020.090820
	Iteration 6Q: 3 clusters Score -2.248407e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105876 members 
Mstep: Class 2 contains 80828 members 
Entering Unmasked Estep 
Score: -22487274.000000 Penalty: 6020.090820
	Iteration 7Q: 3 clusters Score -2.248727e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111770 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -22491440.000000 Penalty: 6020.090820
	Iteration 8Q: 3 clusters Score -2.249144e+07 nChanged 9756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119398 members 
Mstep: Class 2 contains 67306 members 
Entering Unmasked Estep 
Score: -22497158.000000 Penalty: 6020.090820
	Iteration 9F: 3 clusters Score -2.249716e+07 nChanged 10811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128405 members 
Mstep: Class 2 contains 58299 members 
Entering Unmasked Estep 
Score: -22504672.000000 Penalty: 6020.090820
	Iteration 10F: 3 clusters Score -2.250467e+07 nChanged 10917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137710 members 
Mstep: Class 2 contains 48994 members 
Entering Unmasked Estep 
Score: -22512318.000000 Penalty: 6020.090820
	Iteration 11F: 3 clusters Score -2.251232e+07 nChanged 9613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146085 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -22518766.000000 Penalty: 6020.090820
	Iteration 12F: 3 clusters Score -2.251877e+07 nChanged 7979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153294 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -22524016.000000 Penalty: 6020.090820
	Iteration 13Q: 3 clusters Score -2.252402e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159391 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -22527664.000000 Penalty: 6020.090820
	Iteration 14Q: 3 clusters Score -2.252766e+07 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164693 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -22530524.000000 Penalty: 6020.090820
	Iteration 15Q: 3 clusters Score -2.253052e+07 nChanged 4777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169456 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -22533152.000000 Penalty: 6020.090820
	Iteration 16Q: 3 clusters Score -2.253315e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173631 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -22535548.000000 Penalty: 6020.090820
	Iteration 17Q: 3 clusters Score -2.253555e+07 nChanged 3594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177223 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -22537688.000000 Penalty: 6020.090820
	Iteration 18Q: 3 clusters Score -2.253769e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180156 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -22539620.000000 Penalty: 6020.090820
	Iteration 19Q: 3 clusters Score -2.253962e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182365 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -22540838.000000 Penalty: 6020.090820
	Iteration 20F: 3 clusters Score -2.254084e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183924 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -22541686.000000 Penalty: 6020.090820
	Iteration 21Q: 3 clusters Score -2.254169e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184879 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -22542142.000000 Penalty: 6020.090820
	Iteration 22Q: 3 clusters Score -2.254214e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185415 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22542462.000000 Penalty: 6020.090820
	Iteration 23Q: 3 clusters Score -2.254246e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185745 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -22542664.000000 Penalty: 6020.090820
	Iteration 24Q: 3 clusters Score -2.254266e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185946 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -22542840.000000 Penalty: 6020.090820
	Iteration 25Q: 3 clusters Score -2.254284e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186081 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -22542946.000000 Penalty: 6020.090820
	Iteration 26Q: 3 clusters Score -2.254295e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186154 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -22543030.000000 Penalty: 6020.090820
	Iteration 27Q: 3 clusters Score -2.254303e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186209 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -22543066.000000 Penalty: 6020.090820
	Iteration 28Q: 3 clusters Score -2.254307e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186235 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -22543096.000000 Penalty: 6020.090820
	Iteration 29Q: 3 clusters Score -2.25431e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186250 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -22543112.000000 Penalty: 6020.090820
	Iteration 30Q: 3 clusters Score -2.254311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186260 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -22543114.000000 Penalty: 6020.090820
	Iteration 31Q: 3 clusters Score -2.254311e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186269 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -22543122.000000 Penalty: 6020.090820
	Iteration 32Q: 3 clusters Score -2.254312e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186272 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -22543128.000000 Penalty: 6020.090820
	Iteration 33Q: 3 clusters Score -2.254313e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186278 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -22543146.000000 Penalty: 6020.090820
	Iteration 34Q: 3 clusters Score -2.254315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186281 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -22543138.000000 Penalty: 6020.090820
	Iteration 35Q: 3 clusters Score -2.254314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186289 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -22543152.000000 Penalty: 6020.090820
	Iteration 36Q: 3 clusters Score -2.254315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186294 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22543162.000000 Penalty: 6020.090820
	Iteration 37Q: 3 clusters Score -2.254316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186295 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -22543170.000000 Penalty: 6020.090820
	Iteration 38Q: 3 clusters Score -2.254317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186294 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22543172.000000 Penalty: 6020.090820
	Iteration 39Q: 3 clusters Score -2.254317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186294 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22543172.000000 Penalty: 6020.090820
	Iteration 40F: 3 clusters Score -2.254317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (164522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164522 members 
Entering Unmasked Estep 
Score: -19868100.000000 Penalty: 2978.678223
	Iteration 0F: 2 clusters Score -1.98681e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81861 members 
Mstep: Class 2 contains 82661 members 
Entering Unmasked Estep 
Score: -19760490.000000 Penalty: 5957.356445
	Iteration 0F: 3 clusters Score -1.976049e+07 nChanged 78711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 87470 members 
Entering Unmasked Estep 
Score: -19805988.000000 Penalty: 5957.356445
	Iteration 1F: 3 clusters Score -1.980599e+07 nChanged 5155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73675 members 
Mstep: Class 2 contains 90847 members 
Entering Unmasked Estep 
Score: -19807174.000000 Penalty: 5957.356445
	Iteration 2Q: 3 clusters Score -1.980717e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68500 members 
Mstep: Class 2 contains 96022 members 
Entering Unmasked Estep 
Score: -19809196.000000 Penalty: 5957.356445
	Iteration 3Q: 3 clusters Score -1.98092e+07 nChanged 8308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60498 members 
Mstep: Class 2 contains 104024 members 
Entering Unmasked Estep 
Score: -19813046.000000 Penalty: 5957.356445
	Iteration 4F: 3 clusters Score -1.981305e+07 nChanged 11753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 115723 members 
Entering Unmasked Estep 
Score: -19820718.000000 Penalty: 5957.356445
	Iteration 5F: 3 clusters Score -1.982072e+07 nChanged 15312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 131033 members 
Entering Unmasked Estep 
Score: -19833770.000000 Penalty: 5957.356445
	Iteration 6F: 3 clusters Score -1.983377e+07 nChanged 15980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 147013 members 
Entering Unmasked Estep 
Score: -19849630.000000 Penalty: 5957.356445
	Iteration 7F: 3 clusters Score -1.984963e+07 nChanged 11206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 158219 members 
Entering Unmasked Estep 
Score: -19860380.000000 Penalty: 5957.356445
	Iteration 8F: 3 clusters Score -1.986038e+07 nChanged 4715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 162934 members 
Entering Unmasked Estep 
Score: -19864148.000000 Penalty: 5957.356445
	Iteration 9Q: 3 clusters Score -1.986415e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -19865030.000000 Penalty: 5957.356445
	Iteration 10Q: 3 clusters Score -1.986503e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -19865286.000000 Penalty: 5957.356445
	Iteration 11Q: 3 clusters Score -1.986529e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 164306 members 
Entering Unmasked Estep 
Score: -19865352.000000 Penalty: 5957.356445
	Iteration 12Q: 3 clusters Score -1.986535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 164320 members 
Entering Unmasked Estep 
Score: -19865386.000000 Penalty: 5957.356445
	Iteration 13Q: 3 clusters Score -1.986539e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 164324 members 
Entering Unmasked Estep 
Score: -19865408.000000 Penalty: 5957.356445
	Iteration 14Q: 3 clusters Score -1.986541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 164322 members 
Entering Unmasked Estep 
Score: -19865414.000000 Penalty: 5957.356445
	Iteration 15Q: 3 clusters Score -1.986541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 164325 members 
Entering Unmasked Estep 
Score: -19865422.000000 Penalty: 5957.356445
	Iteration 16Q: 3 clusters Score -1.986542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -19865438.000000 Penalty: 5957.356445
	Iteration 17Q: 3 clusters Score -1.986544e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -19865432.000000 Penalty: 5957.356445
	Iteration 18Q: 3 clusters Score -1.986543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 164328 members 
Entering Unmasked Estep 
Score: -19865428.000000 Penalty: 5957.356445
	Iteration 19Q: 3 clusters Score -1.986543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 164329 members 
Entering Unmasked Estep 
Score: -19865436.000000 Penalty: 5957.356445
	Iteration 20F: 3 clusters Score -1.986544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 164332 members 
Entering Unmasked Estep 
Score: -19865444.000000 Penalty: 5957.356445
	Iteration 21Q: 3 clusters Score -1.986544e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 164333 members 
Entering Unmasked Estep 
Score: -19865452.000000 Penalty: 5957.356445
	Iteration 22Q: 3 clusters Score -1.986545e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164335 members 
Entering Unmasked Estep 
Score: -19865454.000000 Penalty: 5957.356445
	Iteration 23Q: 3 clusters Score -1.986545e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164335 members 
Entering Unmasked Estep 
Score: -19865454.000000 Penalty: 5957.356445
	Iteration 24F: 3 clusters Score -1.986545e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Entering Unmasked Estep 
Score: -2534587.000000 Penalty: 2468.884277
	Iteration 0F: 2 clusters Score -2534587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2519886.750000 Penalty: 4937.768555
	Iteration 0F: 3 clusters Score -2519887 nChanged 9327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2524836.750000 Penalty: 4937.768555
	Iteration 1F: 3 clusters Score -2524837 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2525315.000000 Penalty: 4937.768555
	Iteration 2F: 3 clusters Score -2525315 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -2525828.250000 Penalty: 4937.768555
	Iteration 3Q: 3 clusters Score -2525828 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -2526555.250000 Penalty: 4937.768555
	Iteration 4F: 3 clusters Score -2526555 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13121 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -2527479.250000 Penalty: 4937.768555
	Iteration 5F: 3 clusters Score -2527479 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2528611.250000 Penalty: 4937.768555
	Iteration 6F: 3 clusters Score -2528611 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2529805.000000 Penalty: 4937.768555
	Iteration 7F: 3 clusters Score -2529805 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -2530983.000000 Penalty: 4937.768555
	Iteration 8F: 3 clusters Score -2530983 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2531976.500000 Penalty: 4937.768555
	Iteration 9F: 3 clusters Score -2531976 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2532708.250000 Penalty: 4937.768555
	Iteration 10Q: 3 clusters Score -2532708 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18866 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2533175.000000 Penalty: 4937.768555
	Iteration 11Q: 3 clusters Score -2533175 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2533440.000000 Penalty: 4937.768555
	Iteration 12Q: 3 clusters Score -2533440 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2533572.000000 Penalty: 4937.768555
	Iteration 13Q: 3 clusters Score -2533572 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2533653.000000 Penalty: 4937.768555
	Iteration 14Q: 3 clusters Score -2533653 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2533715.750000 Penalty: 4937.768555
	Iteration 15Q: 3 clusters Score -2533716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2533754.250000 Penalty: 4937.768555
	Iteration 16Q: 3 clusters Score -2533754 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19564 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2533790.500000 Penalty: 4937.768555
	Iteration 17Q: 3 clusters Score -2533790 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2533805.250000 Penalty: 4937.768555
	Iteration 18Q: 3 clusters Score -2533805 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2533805.750000 Penalty: 4937.768555
	Iteration 19Q: 3 clusters Score -2533806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2533819.250000 Penalty: 4937.768555
	Iteration 20F: 3 clusters Score -2533819 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2533821.000000 Penalty: 4937.768555
	Iteration 21Q: 3 clusters Score -2533821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2533825.000000 Penalty: 4937.768555
	Iteration 22Q: 3 clusters Score -2533825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2533823.750000 Penalty: 4937.768555
	Iteration 23Q: 3 clusters Score -2533824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2533824.250000 Penalty: 4937.768555
	Iteration 24Q: 3 clusters Score -2533824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2533824.250000 Penalty: 4937.768555
	Iteration 25Q: 3 clusters Score -2533824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2533826.000000 Penalty: 4937.768555
	Iteration 26Q: 3 clusters Score -2533826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2533829.000000 Penalty: 4937.768555
	Iteration 27Q: 3 clusters Score -2533829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2533831.250000 Penalty: 4937.768555
	Iteration 28Q: 3 clusters Score -2533831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2533832.000000 Penalty: 4937.768555
	Iteration 29Q: 3 clusters Score -2533832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2533832.000000 Penalty: 4937.768555
	Iteration 30F: 3 clusters Score -2533832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Entering Unmasked Estep 
Score: -7463870.500000 Penalty: 2742.409180
	Iteration 0F: 2 clusters Score -7463870 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -7421539.500000 Penalty: 5484.818359
	Iteration 0F: 3 clusters Score -7421540 nChanged 29343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -7437831.500000 Penalty: 5484.818359
	Iteration 1F: 3 clusters Score -7437832 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32552 members 
Mstep: Class 2 contains 30904 members 
Entering Unmasked Estep 
Score: -7438291.500000 Penalty: 5484.818359
	Iteration 2Q: 3 clusters Score -7438292 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 30490 members 
Entering Unmasked Estep 
Score: -7438663.500000 Penalty: 5484.818359
	Iteration 3Q: 3 clusters Score -7438664 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 29918 members 
Entering Unmasked Estep 
Score: -7439047.500000 Penalty: 5484.818359
	Iteration 4Q: 3 clusters Score -7439048 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34423 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -7439415.500000 Penalty: 5484.818359
	Iteration 5Q: 3 clusters Score -7439416 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35717 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -7439899.500000 Penalty: 5484.818359
	Iteration 6Q: 3 clusters Score -7439900 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37567 members 
Mstep: Class 2 contains 25889 members 
Entering Unmasked Estep 
Score: -7440648.000000 Penalty: 5484.818359
	Iteration 7Q: 3 clusters Score -7440648 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 23276 members 
Entering Unmasked Estep 
Score: -7441965.500000 Penalty: 5484.818359
	Iteration 8Q: 3 clusters Score -7441966 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43802 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -7444108.000000 Penalty: 5484.818359
	Iteration 9F: 3 clusters Score -7444108 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -7447748.000000 Penalty: 5484.818359
	Iteration 10F: 3 clusters Score -7447748 nChanged 5324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53809 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -7452543.000000 Penalty: 5484.818359
	Iteration 11F: 3 clusters Score -7452543 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -7456829.500000 Penalty: 5484.818359
	Iteration 12F: 3 clusters Score -7456830 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61235 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -7459594.500000 Penalty: 5484.818359
	Iteration 13Q: 3 clusters Score -7459594 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62499 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7460768.000000 Penalty: 5484.818359
	Iteration 14Q: 3 clusters Score -7460768 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62941 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -7461219.500000 Penalty: 5484.818359
	Iteration 15Q: 3 clusters Score -7461220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63095 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7461410.500000 Penalty: 5484.818359
	Iteration 16Q: 3 clusters Score -7461410 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63155 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -7461472.000000 Penalty: 5484.818359
	Iteration 17Q: 3 clusters Score -7461472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63178 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -7461510.000000 Penalty: 5484.818359
	Iteration 18Q: 3 clusters Score -7461510 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63195 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -7461543.000000 Penalty: 5484.818359
	Iteration 19Q: 3 clusters Score -7461543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63198 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -7461555.500000 Penalty: 5484.818359
	Iteration 20F: 3 clusters Score -7461556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63201 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -7461563.000000 Penalty: 5484.818359
	Iteration 21Q: 3 clusters Score -7461563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63206 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7461578.000000 Penalty: 5484.818359
	Iteration 22Q: 3 clusters Score -7461578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7461591.000000 Penalty: 5484.818359
	Iteration 23Q: 3 clusters Score -7461591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63211 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -7461589.000000 Penalty: 5484.818359
	Iteration 24Q: 3 clusters Score -7461589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63210 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -7461591.000000 Penalty: 5484.818359
	Iteration 25Q: 3 clusters Score -7461591 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7461592.500000 Penalty: 5484.818359
	Iteration 26Q: 3 clusters Score -7461592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7461592.500000 Penalty: 5484.818359
	Iteration 27F: 3 clusters Score -7461592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12070 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 14767 members 
Mstep: Class 4 contains 194079 members 
Mstep: Class 5 contains 6788 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17920 members 
Mstep: Class 8 contains 186704 members 
Mstep: Class 13 contains 164522 members 
Mstep: Class 16 contains 21061 members 
Mstep: Class 19 contains 63456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111544.000000 Penalty: 36654.218750
Iteration 279Q: 12 clusters Score -8.111154e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 14755 members 
Mstep: Class 4 contains 194074 members 
Mstep: Class 5 contains 6787 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17929 members 
Mstep: Class 8 contains 186716 members 
Mstep: Class 13 contains 164519 members 
Mstep: Class 16 contains 21058 members 
Mstep: Class 19 contains 63451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111576.000000 Penalty: 36654.218750
Iteration 280F: 12 clusters Score -8.111158e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 14737 members 
Mstep: Class 4 contains 194081 members 
Mstep: Class 5 contains 6786 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17943 members 
Mstep: Class 8 contains 186705 members 
Mstep: Class 13 contains 164510 members 
Mstep: Class 16 contains 21057 members 
Mstep: Class 19 contains 63464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111496.000000 Penalty: 36654.218750
Iteration 281Q: 12 clusters Score -8.11115e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 14719 members 
Mstep: Class 4 contains 194073 members 
Mstep: Class 5 contains 6785 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17956 members 
Mstep: Class 8 contains 186711 members 
Mstep: Class 13 contains 164507 members 
Mstep: Class 16 contains 21057 members 
Mstep: Class 19 contains 63468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111648.000000 Penalty: 36654.218750
Iteration 282Q: 12 clusters Score -8.111165e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 14708 members 
Mstep: Class 4 contains 194067 members 
Mstep: Class 5 contains 6784 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17967 members 
Mstep: Class 8 contains 186721 members 
Mstep: Class 13 contains 164496 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 19 contains 63471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111560.000000 Penalty: 36654.218750
Iteration 283Q: 12 clusters Score -8.111156e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 14698 members 
Mstep: Class 4 contains 194062 members 
Mstep: Class 5 contains 6783 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17976 members 
Mstep: Class 8 contains 186741 members 
Mstep: Class 13 contains 164485 members 
Mstep: Class 16 contains 21059 members 
Mstep: Class 19 contains 63467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111632.000000 Penalty: 36654.218750
Iteration 284Q: 12 clusters Score -8.111163e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 194013 members 
Mstep: Class 5 contains 6782 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17982 members 
Mstep: Class 8 contains 186824 members 
Mstep: Class 13 contains 164451 members 
Mstep: Class 16 contains 21056 members 
Mstep: Class 19 contains 63463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111688.000000 Penalty: 36654.218750
Iteration 285Q: 12 clusters Score -8.111169e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 14676 members 
Mstep: Class 4 contains 193998 members 
Mstep: Class 5 contains 6780 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 17995 members 
Mstep: Class 8 contains 186884 members 
Mstep: Class 13 contains 164413 members 
Mstep: Class 16 contains 21056 members 
Mstep: Class 19 contains 63456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111688.000000 Penalty: 36654.218750
Iteration 286Q: 12 clusters Score -8.111169e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 14666 members 
Mstep: Class 4 contains 194032 members 
Mstep: Class 5 contains 6779 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18003 members 
Mstep: Class 8 contains 186861 members 
Mstep: Class 13 contains 164403 members 
Mstep: Class 16 contains 21057 members 
Mstep: Class 19 contains 63453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111704.000000 Penalty: 36654.218750
Iteration 287Q: 12 clusters Score -8.11117e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 14655 members 
Mstep: Class 4 contains 194029 members 
Mstep: Class 5 contains 6779 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18017 members 
Mstep: Class 8 contains 186865 members 
Mstep: Class 13 contains 164389 members 
Mstep: Class 16 contains 21054 members 
Mstep: Class 19 contains 63449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111720.000000 Penalty: 36654.218750
Iteration 288Q: 12 clusters Score -8.111172e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 2587 members 
Mstep: Class 3 contains 14645 members 
Mstep: Class 4 contains 194029 members 
Mstep: Class 5 contains 6779 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18034 members 
Mstep: Class 8 contains 186864 members 
Mstep: Class 13 contains 164370 members 
Mstep: Class 16 contains 21055 members 
Mstep: Class 19 contains 63444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111632.000000 Penalty: 36654.218750
Iteration 289Q: 12 clusters Score -8.111163e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 2588 members 
Mstep: Class 3 contains 14636 members 
Mstep: Class 4 contains 194035 members 
Mstep: Class 5 contains 6778 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18047 members 
Mstep: Class 8 contains 186862 members 
Mstep: Class 13 contains 164345 members 
Mstep: Class 16 contains 21057 members 
Mstep: Class 19 contains 63445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111688.000000 Penalty: 36654.218750
Iteration 290Q: 12 clusters Score -8.111169e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 14627 members 
Mstep: Class 4 contains 194044 members 
Mstep: Class 5 contains 6775 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18053 members 
Mstep: Class 8 contains 186879 members 
Mstep: Class 13 contains 164321 members 
Mstep: Class 16 contains 21059 members 
Mstep: Class 19 contains 63439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111696.000000 Penalty: 36654.218750
Iteration 291Q: 12 clusters Score -8.11117e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 14612 members 
Mstep: Class 4 contains 194067 members 
Mstep: Class 5 contains 6773 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18060 members 
Mstep: Class 8 contains 186892 members 
Mstep: Class 13 contains 164296 members 
Mstep: Class 16 contains 21058 members 
Mstep: Class 19 contains 63436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111736.000000 Penalty: 36654.218750
Iteration 292Q: 12 clusters Score -8.111174e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 14605 members 
Mstep: Class 4 contains 194083 members 
Mstep: Class 5 contains 6771 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18060 members 
Mstep: Class 8 contains 186882 members 
Mstep: Class 13 contains 164283 members 
Mstep: Class 16 contains 21059 members 
Mstep: Class 19 contains 63446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111680.000000 Penalty: 36654.218750
Iteration 293Q: 12 clusters Score -8.111168e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 14598 members 
Mstep: Class 4 contains 194114 members 
Mstep: Class 5 contains 6767 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 186861 members 
Mstep: Class 13 contains 164278 members 
Mstep: Class 16 contains 21058 members 
Mstep: Class 19 contains 63454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111528.000000 Penalty: 36654.218750
Iteration 294Q: 12 clusters Score -8.111153e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 14591 members 
Mstep: Class 4 contains 194156 members 
Mstep: Class 5 contains 6766 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18061 members 
Mstep: Class 8 contains 186827 members 
Mstep: Class 13 contains 164278 members 
Mstep: Class 16 contains 21057 members 
Mstep: Class 19 contains 63458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111504.000000 Penalty: 36654.218750
Iteration 295Q: 12 clusters Score -8.11115e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2589 members 
Mstep: Class 3 contains 14581 members 
Mstep: Class 4 contains 194199 members 
Mstep: Class 5 contains 6765 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18072 members 
Mstep: Class 8 contains 186814 members 
Mstep: Class 13 contains 164250 members 
Mstep: Class 16 contains 21060 members 
Mstep: Class 19 contains 63452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111448.000000 Penalty: 36654.218750
Iteration 296Q: 12 clusters Score -8.111145e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2590 members 
Mstep: Class 3 contains 14572 members 
Mstep: Class 4 contains 194258 members 
Mstep: Class 5 contains 6762 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18082 members 
Mstep: Class 8 contains 186780 members 
Mstep: Class 13 contains 164224 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 19 contains 63449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111544.000000 Penalty: 36654.218750
Iteration 297Q: 12 clusters Score -8.111154e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2591 members 
Mstep: Class 3 contains 14566 members 
Mstep: Class 4 contains 194343 members 
Mstep: Class 5 contains 6760 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18095 members 
Mstep: Class 8 contains 186733 members 
Mstep: Class 13 contains 164186 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 19 contains 63438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111592.000000 Penalty: 36654.218750
Iteration 298Q: 12 clusters Score -8.111159e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 14557 members 
Mstep: Class 4 contains 194426 members 
Mstep: Class 5 contains 6757 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18102 members 
Mstep: Class 8 contains 186698 members 
Mstep: Class 13 contains 164147 members 
Mstep: Class 16 contains 21062 members 
Mstep: Class 19 contains 63433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111688.000000 Penalty: 36654.218750
Iteration 299Q: 12 clusters Score -8.111169e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 14549 members 
Mstep: Class 4 contains 194517 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18113 members 
Mstep: Class 8 contains 186667 members 
Mstep: Class 13 contains 164097 members 
Mstep: Class 16 contains 21062 members 
Mstep: Class 19 contains 63428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111800.000000 Penalty: 36654.218750
Iteration 300F: 12 clusters Score -8.11118e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 14539 members 
Mstep: Class 4 contains 194623 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18131 members 
Mstep: Class 8 contains 186617 members 
Mstep: Class 13 contains 164039 members 
Mstep: Class 16 contains 21065 members 
Mstep: Class 19 contains 63425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111768.000000 Penalty: 36654.218750
Iteration 301Q: 12 clusters Score -8.111177e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 14530 members 
Mstep: Class 4 contains 194697 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18147 members 
Mstep: Class 8 contains 186604 members 
Mstep: Class 13 contains 163983 members 
Mstep: Class 16 contains 21064 members 
Mstep: Class 19 contains 63421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111824.000000 Penalty: 36654.218750
Iteration 302Q: 12 clusters Score -8.111182e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 14525 members 
Mstep: Class 4 contains 194743 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18160 members 
Mstep: Class 8 contains 186587 members 
Mstep: Class 13 contains 163940 members 
Mstep: Class 16 contains 21064 members 
Mstep: Class 19 contains 63424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111832.000000 Penalty: 36654.218750
Iteration 303Q: 12 clusters Score -8.111183e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14519 members 
Mstep: Class 4 contains 194802 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18171 members 
Mstep: Class 8 contains 186573 members 
Mstep: Class 13 contains 163895 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 19 contains 63422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111864.000000 Penalty: 36654.218750
Iteration 304Q: 12 clusters Score -8.111186e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14510 members 
Mstep: Class 4 contains 194858 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18193 members 
Mstep: Class 8 contains 186582 members 
Mstep: Class 13 contains 163826 members 
Mstep: Class 16 contains 21063 members 
Mstep: Class 19 contains 63420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111928.000000 Penalty: 36654.218750
Iteration 305Q: 12 clusters Score -8.111193e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14498 members 
Mstep: Class 4 contains 194925 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18208 members 
Mstep: Class 8 contains 186575 members 
Mstep: Class 13 contains 163761 members 
Mstep: Class 16 contains 21065 members 
Mstep: Class 19 contains 63426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112024.000000 Penalty: 36654.218750
Iteration 306Q: 12 clusters Score -8.111202e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14493 members 
Mstep: Class 4 contains 194972 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18223 members 
Mstep: Class 8 contains 186617 members 
Mstep: Class 13 contains 163666 members 
Mstep: Class 16 contains 21069 members 
Mstep: Class 19 contains 63426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112080.000000 Penalty: 36654.218750
Iteration 307Q: 12 clusters Score -8.111208e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14484 members 
Mstep: Class 4 contains 195058 members 
Mstep: Class 5 contains 6756 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18239 members 
Mstep: Class 8 contains 186581 members 
Mstep: Class 13 contains 163607 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 19 contains 63433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112064.000000 Penalty: 36654.218750
Iteration 308Q: 12 clusters Score -8.111206e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14479 members 
Mstep: Class 4 contains 195126 members 
Mstep: Class 5 contains 6754 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18240 members 
Mstep: Class 8 contains 186561 members 
Mstep: Class 13 contains 163549 members 
Mstep: Class 16 contains 21073 members 
Mstep: Class 19 contains 63445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112080.000000 Penalty: 36654.218750
Iteration 309Q: 12 clusters Score -8.111208e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14477 members 
Mstep: Class 4 contains 195184 members 
Mstep: Class 5 contains 6753 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18244 members 
Mstep: Class 8 contains 186541 members 
Mstep: Class 13 contains 163497 members 
Mstep: Class 16 contains 21069 members 
Mstep: Class 19 contains 63461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112152.000000 Penalty: 36654.218750
Iteration 310Q: 12 clusters Score -8.111215e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14473 members 
Mstep: Class 4 contains 195243 members 
Mstep: Class 5 contains 6751 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18251 members 
Mstep: Class 8 contains 186506 members 
Mstep: Class 13 contains 163468 members 
Mstep: Class 16 contains 21068 members 
Mstep: Class 19 contains 63468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112184.000000 Penalty: 36654.218750
Iteration 311Q: 12 clusters Score -8.111218e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14466 members 
Mstep: Class 4 contains 195309 members 
Mstep: Class 5 contains 6750 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18259 members 
Mstep: Class 8 contains 186443 members 
Mstep: Class 13 contains 163453 members 
Mstep: Class 16 contains 21065 members 
Mstep: Class 19 contains 63479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112208.000000 Penalty: 36654.218750
Iteration 312Q: 12 clusters Score -8.111221e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14459 members 
Mstep: Class 4 contains 195365 members 
Mstep: Class 5 contains 6750 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18266 members 
Mstep: Class 8 contains 186390 members 
Mstep: Class 13 contains 163444 members 
Mstep: Class 16 contains 21066 members 
Mstep: Class 19 contains 63485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112160.000000 Penalty: 36654.218750
Iteration 313Q: 12 clusters Score -8.111216e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14449 members 
Mstep: Class 4 contains 195422 members 
Mstep: Class 5 contains 6750 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18265 members 
Mstep: Class 8 contains 186323 members 
Mstep: Class 13 contains 163462 members 
Mstep: Class 16 contains 21069 members 
Mstep: Class 19 contains 63491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112152.000000 Penalty: 36654.218750
Iteration 314Q: 12 clusters Score -8.111215e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12121 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14449 members 
Mstep: Class 4 contains 195473 members 
Mstep: Class 5 contains 6749 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18276 members 
Mstep: Class 8 contains 186251 members 
Mstep: Class 13 contains 163474 members 
Mstep: Class 16 contains 21068 members 
Mstep: Class 19 contains 63500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112200.000000 Penalty: 36654.218750
Iteration 315Q: 12 clusters Score -8.11122e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14438 members 
Mstep: Class 4 contains 195514 members 
Mstep: Class 5 contains 6747 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18282 members 
Mstep: Class 8 contains 186184 members 
Mstep: Class 13 contains 163506 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 63506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112032.000000 Penalty: 36654.218750
Iteration 316Q: 12 clusters Score -8.111203e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14435 members 
Mstep: Class 4 contains 195537 members 
Mstep: Class 5 contains 6745 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18281 members 
Mstep: Class 8 contains 186109 members 
Mstep: Class 13 contains 163561 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 19 contains 63511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112032.000000 Penalty: 36654.218750
Iteration 317Q: 12 clusters Score -8.111203e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14434 members 
Mstep: Class 4 contains 195574 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18290 members 
Mstep: Class 8 contains 186042 members 
Mstep: Class 13 contains 163592 members 
Mstep: Class 16 contains 21079 members 
Mstep: Class 19 contains 63511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112152.000000 Penalty: 36654.218750
Iteration 318Q: 12 clusters Score -8.111215e+07 nChanged 301
Entering ConstructFrom: 
Score: -81112152.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (12088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Entering Unmasked Estep 
Score: -1451678.750000 Penalty: 2331.192139
	Iteration 0F: 2 clusters Score -1451679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1442655.750000 Penalty: 4662.384277
	Iteration 0F: 3 clusters Score -1442656 nChanged 5123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1445548.500000 Penalty: 4662.384277
	Iteration 1F: 3 clusters Score -1445548 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1446255.625000 Penalty: 4662.384277
	Iteration 2F: 3 clusters Score -1446256 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1446939.625000 Penalty: 4662.384277
	Iteration 3F: 3 clusters Score -1446940 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1447592.000000 Penalty: 4662.384277
	Iteration 4F: 3 clusters Score -1447592 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -1448281.375000 Penalty: 4662.384277
	Iteration 5F: 3 clusters Score -1448281 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1448983.250000 Penalty: 4662.384277
	Iteration 6F: 3 clusters Score -1448983 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -1449610.375000 Penalty: 4662.384277
	Iteration 7F: 3 clusters Score -1449610 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1450046.625000 Penalty: 4662.384277
	Iteration 8Q: 3 clusters Score -1450047 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1450255.875000 Penalty: 4662.384277
	Iteration 9Q: 3 clusters Score -1450256 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -1450374.000000 Penalty: 4662.384277
	Iteration 10Q: 3 clusters Score -1450374 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1450427.500000 Penalty: 4662.384277
	Iteration 11Q: 3 clusters Score -1450428 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1450453.000000 Penalty: 4662.384277
	Iteration 12Q: 3 clusters Score -1450453 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1450475.250000 Penalty: 4662.384277
	Iteration 13Q: 3 clusters Score -1450475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1450487.750000 Penalty: 4662.384277
	Iteration 14Q: 3 clusters Score -1450488 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1450496.750000 Penalty: 4662.384277
	Iteration 15Q: 3 clusters Score -1450497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1450494.250000 Penalty: 4662.384277
	Iteration 16Q: 3 clusters Score -1450494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1450499.875000 Penalty: 4662.384277
	Iteration 17Q: 3 clusters Score -1450500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1450509.375000 Penalty: 4662.384277
	Iteration 18Q: 3 clusters Score -1450509 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -1450508.750000 Penalty: 4662.384277
	Iteration 19Q: 3 clusters Score -1450509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -1450511.875000 Penalty: 4662.384277
	Iteration 20F: 3 clusters Score -1450512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1450514.000000 Penalty: 4662.384277
	Iteration 21Q: 3 clusters Score -1450514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1450514.625000 Penalty: 4662.384277
	Iteration 22Q: 3 clusters Score -1450515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1450515.625000 Penalty: 4662.384277
	Iteration 23Q: 3 clusters Score -1450516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1450515.500000 Penalty: 4662.384277
	Iteration 24Q: 3 clusters Score -1450516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1450516.750000 Penalty: 4662.384277
	Iteration 25Q: 3 clusters Score -1450517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1450516.750000 Penalty: 4662.384277
	Iteration 26Q: 3 clusters Score -1450517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -1450517.000000 Penalty: 4662.384277
	Iteration 27Q: 3 clusters Score -1450517 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1450517.250000 Penalty: 4662.384277
	Iteration 28Q: 3 clusters Score -1450517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1450517.875000 Penalty: 4662.384277
	Iteration 29Q: 3 clusters Score -1450518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1450517.875000 Penalty: 4662.384277
	Iteration 30F: 3 clusters Score -1450518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Entering Unmasked Estep 
Score: -292432.468750 Penalty: 1949.612793
	Iteration 0F: 2 clusters Score -292432.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -289427.281250 Penalty: 3899.225586
	Iteration 0F: 3 clusters Score -289427.3 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -290013.625000 Penalty: 3899.225586
	Iteration 1F: 3 clusters Score -290013.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -290160.312500 Penalty: 3899.225586
	Iteration 2F: 3 clusters Score -290160.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -290234.875000 Penalty: 3899.225586
	Iteration 3Q: 3 clusters Score -290234.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -290290.843750 Penalty: 3899.225586
	Iteration 4Q: 3 clusters Score -290290.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -290329.718750 Penalty: 3899.225586
	Iteration 5Q: 3 clusters Score -290329.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -290359.312500 Penalty: 3899.225586
	Iteration 6Q: 3 clusters Score -290359.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -290379.218750 Penalty: 3899.225586
	Iteration 7Q: 3 clusters Score -290379.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -290394.156250 Penalty: 3899.225586
	Iteration 8Q: 3 clusters Score -290394.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -290400.093750 Penalty: 3899.225586
	Iteration 9Q: 3 clusters Score -290400.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -290405.968750 Penalty: 3899.225586
	Iteration 10Q: 3 clusters Score -290406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -290411.156250 Penalty: 3899.225586
	Iteration 11Q: 3 clusters Score -290411.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -290416.812500 Penalty: 3899.225586
	Iteration 12Q: 3 clusters Score -290416.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -290421.406250 Penalty: 3899.225586
	Iteration 13Q: 3 clusters Score -290421.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -290424.968750 Penalty: 3899.225586
	Iteration 14Q: 3 clusters Score -290425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -290427.406250 Penalty: 3899.225586
	Iteration 15Q: 3 clusters Score -290427.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -290431.343750 Penalty: 3899.225586
	Iteration 16Q: 3 clusters Score -290431.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -290435.250000 Penalty: 3899.225586
	Iteration 17Q: 3 clusters Score -290435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -290439.875000 Penalty: 3899.225586
	Iteration 18Q: 3 clusters Score -290439.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -290445.500000 Penalty: 3899.225586
	Iteration 19Q: 3 clusters Score -290445.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -290454.031250 Penalty: 3899.225586
	Iteration 20F: 3 clusters Score -290454 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -290461.531250 Penalty: 3899.225586
	Iteration 21Q: 3 clusters Score -290461.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -290464.156250 Penalty: 3899.225586
	Iteration 22Q: 3 clusters Score -290464.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -290466.593750 Penalty: 3899.225586
	Iteration 23Q: 3 clusters Score -290466.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290467.406250 Penalty: 3899.225586
	Iteration 24Q: 3 clusters Score -290467.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -290469.000000 Penalty: 3899.225586
	Iteration 25Q: 3 clusters Score -290469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290470.968750 Penalty: 3899.225586
	Iteration 26Q: 3 clusters Score -290471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290471.781250 Penalty: 3899.225586
	Iteration 27Q: 3 clusters Score -290471.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290472.625000 Penalty: 3899.225586
	Iteration 28Q: 3 clusters Score -290472.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -290472.625000 Penalty: 3899.225586
	Iteration 29F: 3 clusters Score -290472.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Entering Unmasked Estep 
Score: -1783389.125000 Penalty: 2375.094727
	Iteration 0F: 2 clusters Score -1783389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1772887.500000 Penalty: 4750.189453
	Iteration 0F: 3 clusters Score -1772888 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1776262.250000 Penalty: 4750.189453
	Iteration 1F: 3 clusters Score -1776262 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1776643.250000 Penalty: 4750.189453
	Iteration 2F: 3 clusters Score -1776643 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1776904.625000 Penalty: 4750.189453
	Iteration 3Q: 3 clusters Score -1776905 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -1777104.375000 Penalty: 4750.189453
	Iteration 4Q: 3 clusters Score -1777104 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -1777287.625000 Penalty: 4750.189453
	Iteration 5Q: 3 clusters Score -1777288 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1777498.250000 Penalty: 4750.189453
	Iteration 6Q: 3 clusters Score -1777498 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1777805.125000 Penalty: 4750.189453
	Iteration 7Q: 3 clusters Score -1777805 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1778207.625000 Penalty: 4750.189453
	Iteration 8Q: 3 clusters Score -1778208 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1778661.750000 Penalty: 4750.189453
	Iteration 9Q: 3 clusters Score -1778662 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -1779204.125000 Penalty: 4750.189453
	Iteration 10Q: 3 clusters Score -1779204 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -1779721.500000 Penalty: 4750.189453
	Iteration 11Q: 3 clusters Score -1779722 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -1780206.250000 Penalty: 4750.189453
	Iteration 12Q: 3 clusters Score -1780206 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -1780576.500000 Penalty: 4750.189453
	Iteration 13Q: 3 clusters Score -1780576 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -1780786.875000 Penalty: 4750.189453
	Iteration 14Q: 3 clusters Score -1780787 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -1780926.500000 Penalty: 4750.189453
	Iteration 15Q: 3 clusters Score -1780926 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1781013.500000 Penalty: 4750.189453
	Iteration 16Q: 3 clusters Score -1781014 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 13147 members 
Entering Unmasked Estep 
Score: -1781080.875000 Penalty: 4750.189453
	Iteration 17Q: 3 clusters Score -1781081 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1781123.250000 Penalty: 4750.189453
	Iteration 18Q: 3 clusters Score -1781123 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 13253 members 
Entering Unmasked Estep 
Score: -1781160.000000 Penalty: 4750.189453
	Iteration 19Q: 3 clusters Score -1781160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -1781196.750000 Penalty: 4750.189453
	Iteration 20F: 3 clusters Score -1781197 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -1781216.000000 Penalty: 4750.189453
	Iteration 21Q: 3 clusters Score -1781216 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -1781225.750000 Penalty: 4750.189453
	Iteration 22Q: 3 clusters Score -1781226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -1781240.125000 Penalty: 4750.189453
	Iteration 23Q: 3 clusters Score -1781240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1781247.875000 Penalty: 4750.189453
	Iteration 24Q: 3 clusters Score -1781248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1781247.500000 Penalty: 4750.189453
	Iteration 25Q: 3 clusters Score -1781248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -1781254.250000 Penalty: 4750.189453
	Iteration 26Q: 3 clusters Score -1781254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1781261.750000 Penalty: 4750.189453
	Iteration 27Q: 3 clusters Score -1781262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -1781267.000000 Penalty: 4750.189453
	Iteration 28Q: 3 clusters Score -1781267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -1781266.000000 Penalty: 4750.189453
	Iteration 29Q: 3 clusters Score -1781266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -1781266.250000 Penalty: 4750.189453
	Iteration 30Q: 3 clusters Score -1781266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1781267.875000 Penalty: 4750.189453
	Iteration 31Q: 3 clusters Score -1781268 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -1781267.875000 Penalty: 4750.189453
	Iteration 32F: 3 clusters Score -1781268 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (195588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195588 members 
Entering Unmasked Estep 
Score: -23495046.000000 Penalty: 3021.573730
	Iteration 0F: 2 clusters Score -2.349505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97667 members 
Mstep: Class 2 contains 97921 members 
Entering Unmasked Estep 
Score: -23367264.000000 Penalty: 6043.147461
	Iteration 0F: 3 clusters Score -2.336726e+07 nChanged 94183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93854 members 
Mstep: Class 2 contains 101734 members 
Entering Unmasked Estep 
Score: -23422472.000000 Penalty: 6043.147461
	Iteration 1F: 3 clusters Score -2.342247e+07 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91330 members 
Mstep: Class 2 contains 104258 members 
Entering Unmasked Estep 
Score: -23424094.000000 Penalty: 6043.147461
	Iteration 2Q: 3 clusters Score -2.342409e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87507 members 
Mstep: Class 2 contains 108081 members 
Entering Unmasked Estep 
Score: -23426130.000000 Penalty: 6043.147461
	Iteration 3Q: 3 clusters Score -2.342613e+07 nChanged 8399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81782 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
Score: -23429328.000000 Penalty: 6043.147461
	Iteration 4Q: 3 clusters Score -2.342933e+07 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73406 members 
Mstep: Class 2 contains 122182 members 
Entering Unmasked Estep 
Score: -23434874.000000 Penalty: 6043.147461
	Iteration 5F: 3 clusters Score -2.343487e+07 nChanged 12893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62161 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -23443528.000000 Penalty: 6043.147461
	Iteration 6F: 3 clusters Score -2.344353e+07 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48668 members 
Mstep: Class 2 contains 146920 members 
Entering Unmasked Estep 
Score: -23455404.000000 Penalty: 6043.147461
	Iteration 7F: 3 clusters Score -2.34554e+07 nChanged 14088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35098 members 
Mstep: Class 2 contains 160490 members 
Entering Unmasked Estep 
Score: -23467392.000000 Penalty: 6043.147461
	Iteration 8F: 3 clusters Score -2.346739e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 171409 members 
Entering Unmasked Estep 
Score: -23476896.000000 Penalty: 6043.147461
	Iteration 9F: 3 clusters Score -2.34769e+07 nChanged 7577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 178782 members 
Entering Unmasked Estep 
Score: -23482814.000000 Penalty: 6043.147461
	Iteration 10Q: 3 clusters Score -2.348281e+07 nChanged 5035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 183659 members 
Entering Unmasked Estep 
Score: -23486244.000000 Penalty: 6043.147461
	Iteration 11Q: 3 clusters Score -2.348624e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 186879 members 
Entering Unmasked Estep 
Score: -23488422.000000 Penalty: 6043.147461
	Iteration 12Q: 3 clusters Score -2.348842e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 189139 members 
Entering Unmasked Estep 
Score: -23489826.000000 Penalty: 6043.147461
	Iteration 13Q: 3 clusters Score -2.348983e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 190721 members 
Entering Unmasked Estep 
Score: -23490854.000000 Penalty: 6043.147461
	Iteration 14Q: 3 clusters Score -2.349085e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 191828 members 
Entering Unmasked Estep 
Score: -23491460.000000 Penalty: 6043.147461
	Iteration 15Q: 3 clusters Score -2.349146e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 192619 members 
Entering Unmasked Estep 
Score: -23491888.000000 Penalty: 6043.147461
	Iteration 16Q: 3 clusters Score -2.349189e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 193177 members 
Entering Unmasked Estep 
Score: -23492092.000000 Penalty: 6043.147461
	Iteration 17Q: 3 clusters Score -2.349209e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 193582 members 
Entering Unmasked Estep 
Score: -23492336.000000 Penalty: 6043.147461
	Iteration 18Q: 3 clusters Score -2.349234e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 193838 members 
Entering Unmasked Estep 
Score: -23492484.000000 Penalty: 6043.147461
	Iteration 19Q: 3 clusters Score -2.349248e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 193983 members 
Entering Unmasked Estep 
Score: -23492576.000000 Penalty: 6043.147461
	Iteration 20F: 3 clusters Score -2.349258e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 194083 members 
Entering Unmasked Estep 
Score: -23492626.000000 Penalty: 6043.147461
	Iteration 21Q: 3 clusters Score -2.349263e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 194153 members 
Entering Unmasked Estep 
Score: -23492654.000000 Penalty: 6043.147461
	Iteration 22Q: 3 clusters Score -2.349265e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 194215 members 
Entering Unmasked Estep 
Score: -23492692.000000 Penalty: 6043.147461
	Iteration 23Q: 3 clusters Score -2.349269e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 194274 members 
Entering Unmasked Estep 
Score: -23492712.000000 Penalty: 6043.147461
	Iteration 24Q: 3 clusters Score -2.349271e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 194308 members 
Entering Unmasked Estep 
Score: -23492710.000000 Penalty: 6043.147461
	Iteration 25Q: 3 clusters Score -2.349271e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 194338 members 
Entering Unmasked Estep 
Score: -23492694.000000 Penalty: 6043.147461
	Iteration 26Q: 3 clusters Score -2.349269e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 194373 members 
Entering Unmasked Estep 
Score: -23492754.000000 Penalty: 6043.147461
	Iteration 27Q: 3 clusters Score -2.349275e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 194403 members 
Entering Unmasked Estep 
Score: -23492750.000000 Penalty: 6043.147461
	Iteration 28Q: 3 clusters Score -2.349275e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 194443 members 
Entering Unmasked Estep 
Score: -23492814.000000 Penalty: 6043.147461
	Iteration 29Q: 3 clusters Score -2.349281e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 194482 members 
Entering Unmasked Estep 
Score: -23492862.000000 Penalty: 6043.147461
	Iteration 30Q: 3 clusters Score -2.349286e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 194513 members 
Entering Unmasked Estep 
Score: -23492876.000000 Penalty: 6043.147461
	Iteration 31Q: 3 clusters Score -2.349288e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 194531 members 
Entering Unmasked Estep 
Score: -23492902.000000 Penalty: 6043.147461
	Iteration 32Q: 3 clusters Score -2.34929e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 194545 members 
Entering Unmasked Estep 
Score: -23492944.000000 Penalty: 6043.147461
	Iteration 33Q: 3 clusters Score -2.349294e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 194558 members 
Entering Unmasked Estep 
Score: -23492944.000000 Penalty: 6043.147461
	Iteration 34Q: 3 clusters Score -2.349294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 194565 members 
Entering Unmasked Estep 
Score: -23492960.000000 Penalty: 6043.147461
	Iteration 35Q: 3 clusters Score -2.349296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -23492988.000000 Penalty: 6043.147461
	Iteration 36Q: 3 clusters Score -2.349299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 194593 members 
Entering Unmasked Estep 
Score: -23492984.000000 Penalty: 6043.147461
	Iteration 37Q: 3 clusters Score -2.349298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 194603 members 
Entering Unmasked Estep 
Score: -23493002.000000 Penalty: 6043.147461
	Iteration 38Q: 3 clusters Score -2.3493e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 194610 members 
Entering Unmasked Estep 
Score: -23493004.000000 Penalty: 6043.147461
	Iteration 39Q: 3 clusters Score -2.3493e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 194611 members 
Entering Unmasked Estep 
Score: -23493014.000000 Penalty: 6043.147461
	Iteration 40F: 3 clusters Score -2.349301e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 194610 members 
Entering Unmasked Estep 
Score: -23493006.000000 Penalty: 6043.147461
	Iteration 41Q: 3 clusters Score -2.349301e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 194610 members 
Entering Unmasked Estep 
Score: -23493006.000000 Penalty: 6043.147461
	Iteration 42F: 3 clusters Score -2.349301e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Entering Unmasked Estep 
Score: -777842.062500 Penalty: 2186.469238
	Iteration 0F: 2 clusters Score -777842.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -772131.437500 Penalty: 4372.938477
	Iteration 0F: 3 clusters Score -772131.4 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -773604.750000 Penalty: 4372.938477
	Iteration 1F: 3 clusters Score -773604.8 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -773978.437500 Penalty: 4372.938477
	Iteration 2F: 3 clusters Score -773978.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -774390.687500 Penalty: 4372.938477
	Iteration 3F: 3 clusters Score -774390.7 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -774815.437500 Penalty: 4372.938477
	Iteration 4F: 3 clusters Score -774815.4 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -775180.312500 Penalty: 4372.938477
	Iteration 5F: 3 clusters Score -775180.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -775530.000000 Penalty: 4372.938477
	Iteration 6F: 3 clusters Score -775530 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -775819.750000 Penalty: 4372.938477
	Iteration 7F: 3 clusters Score -775819.8 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -776023.062500 Penalty: 4372.938477
	Iteration 8Q: 3 clusters Score -776023.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -776165.000000 Penalty: 4372.938477
	Iteration 9Q: 3 clusters Score -776165 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -776254.312500 Penalty: 4372.938477
	Iteration 10Q: 3 clusters Score -776254.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -776325.250000 Penalty: 4372.938477
	Iteration 11Q: 3 clusters Score -776325.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -776374.937500 Penalty: 4372.938477
	Iteration 12Q: 3 clusters Score -776374.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -776410.000000 Penalty: 4372.938477
	Iteration 13Q: 3 clusters Score -776410 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -776440.812500 Penalty: 4372.938477
	Iteration 14Q: 3 clusters Score -776440.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -776474.437500 Penalty: 4372.938477
	Iteration 15Q: 3 clusters Score -776474.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -776499.437500 Penalty: 4372.938477
	Iteration 16Q: 3 clusters Score -776499.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -776528.812500 Penalty: 4372.938477
	Iteration 17Q: 3 clusters Score -776528.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -776553.625000 Penalty: 4372.938477
	Iteration 18Q: 3 clusters Score -776553.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -776575.875000 Penalty: 4372.938477
	Iteration 19Q: 3 clusters Score -776575.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -776587.687500 Penalty: 4372.938477
	Iteration 20F: 3 clusters Score -776587.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -776602.562500 Penalty: 4372.938477
	Iteration 21Q: 3 clusters Score -776602.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -776614.937500 Penalty: 4372.938477
	Iteration 22Q: 3 clusters Score -776614.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -776625.062500 Penalty: 4372.938477
	Iteration 23Q: 3 clusters Score -776625.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -776634.562500 Penalty: 4372.938477
	Iteration 24Q: 3 clusters Score -776634.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -776639.062500 Penalty: 4372.938477
	Iteration 25Q: 3 clusters Score -776639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -776641.687500 Penalty: 4372.938477
	Iteration 26Q: 3 clusters Score -776641.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -776644.125000 Penalty: 4372.938477
	Iteration 27Q: 3 clusters Score -776644.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -776645.250000 Penalty: 4372.938477
	Iteration 28Q: 3 clusters Score -776645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -776644.000000 Penalty: 4372.938477
	Iteration 29Q: 3 clusters Score -776644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -776644.250000 Penalty: 4372.938477
	Iteration 30Q: 3 clusters Score -776644.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -776646.062500 Penalty: 4372.938477
	Iteration 31Q: 3 clusters Score -776646.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -776647.625000 Penalty: 4372.938477
	Iteration 32Q: 3 clusters Score -776647.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -776647.625000 Penalty: 4372.938477
	Iteration 33F: 3 clusters Score -776647.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -43421.167969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -43421.17 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 214 members 
Entering Unmasked Estep 
Score: -42039.738281 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -42039.74 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -42293.148438 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -42293.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -42351.628906 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -42351.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -42380.902344 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -42380.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -42405.460938 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -42405.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -42421.457031 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -42421.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -42433.218750 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -42433.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42436.949219 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -42436.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -42436.949219 Penalty: 3021.289795
	Iteration 8F: 3 clusters Score -42436.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Entering Unmasked Estep 
Score: -2221695.500000 Penalty: 2433.994141
	Iteration 0F: 2 clusters Score -2221696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2208747.250000 Penalty: 4867.988281
	Iteration 0F: 3 clusters Score -2208747 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2212982.750000 Penalty: 4867.988281
	Iteration 1F: 3 clusters Score -2212983 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2213432.750000 Penalty: 4867.988281
	Iteration 2F: 3 clusters Score -2213433 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2214037.750000 Penalty: 4867.988281
	Iteration 3F: 3 clusters Score -2214038 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2214785.500000 Penalty: 4867.988281
	Iteration 4F: 3 clusters Score -2214786 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2215741.250000 Penalty: 4867.988281
	Iteration 5F: 3 clusters Score -2215741 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2216903.250000 Penalty: 4867.988281
	Iteration 6F: 3 clusters Score -2216903 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 12681 members 
Entering Unmasked Estep 
Score: -2218168.250000 Penalty: 4867.988281
	Iteration 7F: 3 clusters Score -2218168 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2219380.250000 Penalty: 4867.988281
	Iteration 8F: 3 clusters Score -2219380 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -2220234.750000 Penalty: 4867.988281
	Iteration 9F: 3 clusters Score -2220235 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -2220603.250000 Penalty: 4867.988281
	Iteration 10Q: 3 clusters Score -2220603 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2220757.750000 Penalty: 4867.988281
	Iteration 11Q: 3 clusters Score -2220758 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2220806.250000 Penalty: 4867.988281
	Iteration 12Q: 3 clusters Score -2220806 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2220835.000000 Penalty: 4867.988281
	Iteration 13Q: 3 clusters Score -2220835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2220850.250000 Penalty: 4867.988281
	Iteration 14Q: 3 clusters Score -2220850 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2220859.250000 Penalty: 4867.988281
	Iteration 15Q: 3 clusters Score -2220859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -2220864.750000 Penalty: 4867.988281
	Iteration 16Q: 3 clusters Score -2220865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2220873.250000 Penalty: 4867.988281
	Iteration 17Q: 3 clusters Score -2220873 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 14738 members 
Entering Unmasked Estep 
Score: -2220879.250000 Penalty: 4867.988281
	Iteration 18Q: 3 clusters Score -2220879 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -2220879.500000 Penalty: 4867.988281
	Iteration 19Q: 3 clusters Score -2220880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2220889.000000 Penalty: 4867.988281
	Iteration 20F: 3 clusters Score -2220889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2220891.000000 Penalty: 4867.988281
	Iteration 21Q: 3 clusters Score -2220891 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -2220890.000000 Penalty: 4867.988281
	Iteration 22Q: 3 clusters Score -2220890 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -2220891.250000 Penalty: 4867.988281
	Iteration 23Q: 3 clusters Score -2220891 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -2220893.500000 Penalty: 4867.988281
	Iteration 24Q: 3 clusters Score -2220894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -2220893.250000 Penalty: 4867.988281
	Iteration 25Q: 3 clusters Score -2220893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2220896.000000 Penalty: 4867.988281
	Iteration 26Q: 3 clusters Score -2220896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2220897.000000 Penalty: 4867.988281
	Iteration 27Q: 3 clusters Score -2220897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -2220900.000000 Penalty: 4867.988281
	Iteration 28Q: 3 clusters Score -2220900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -2220898.500000 Penalty: 4867.988281
	Iteration 29Q: 3 clusters Score -2220898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2220898.250000 Penalty: 4867.988281
	Iteration 30Q: 3 clusters Score -2220898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -2220896.750000 Penalty: 4867.988281
	Iteration 31Q: 3 clusters Score -2220897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2220896.000000 Penalty: 4867.988281
	Iteration 32Q: 3 clusters Score -2220896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -2220903.750000 Penalty: 4867.988281
	Iteration 33Q: 3 clusters Score -2220904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2220899.750000 Penalty: 4867.988281
	Iteration 34Q: 3 clusters Score -2220900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -2220898.000000 Penalty: 4867.988281
	Iteration 35Q: 3 clusters Score -2220898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2220898.250000 Penalty: 4867.988281
	Iteration 36Q: 3 clusters Score -2220898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2220899.500000 Penalty: 4867.988281
	Iteration 37Q: 3 clusters Score -2220900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -2220901.500000 Penalty: 4867.988281
	Iteration 38Q: 3 clusters Score -2220902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2220903.500000 Penalty: 4867.988281
	Iteration 39Q: 3 clusters Score -2220904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2220904.500000 Penalty: 4867.988281
	Iteration 40F: 3 clusters Score -2220904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 14904 members 
Entering Unmasked Estep 
Score: -2220902.000000 Penalty: 4867.988281
	Iteration 41Q: 3 clusters Score -2220902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2220902.000000 Penalty: 4867.988281
	Iteration 42Q: 3 clusters Score -2220902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14910 members 
Entering Unmasked Estep 
Score: -2220901.250000 Penalty: 4867.988281
	Iteration 43Q: 3 clusters Score -2220901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2220901.500000 Penalty: 4867.988281
	Iteration 44Q: 3 clusters Score -2220902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -2220906.000000 Penalty: 4867.988281
	Iteration 45Q: 3 clusters Score -2220906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2220905.000000 Penalty: 4867.988281
	Iteration 46Q: 3 clusters Score -2220905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -2220905.000000 Penalty: 4867.988281
	Iteration 47F: 3 clusters Score -2220905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (185992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185992 members 
Entering Unmasked Estep 
Score: -22461194.000000 Penalty: 3009.097900
	Iteration 0F: 2 clusters Score -2.246119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92906 members 
Mstep: Class 2 contains 93086 members 
Entering Unmasked Estep 
Score: -22339326.000000 Penalty: 6018.195801
	Iteration 0F: 3 clusters Score -2.233933e+07 nChanged 89830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93150 members 
Mstep: Class 2 contains 92842 members 
Entering Unmasked Estep 
Score: -22391534.000000 Penalty: 6018.195801
	Iteration 1F: 3 clusters Score -2.239153e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93092 members 
Mstep: Class 2 contains 92900 members 
Entering Unmasked Estep 
Score: -22392420.000000 Penalty: 6018.195801
	Iteration 2Q: 3 clusters Score -2.239242e+07 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92903 members 
Mstep: Class 2 contains 93089 members 
Entering Unmasked Estep 
Score: -22393534.000000 Penalty: 6018.195801
	Iteration 3Q: 3 clusters Score -2.239353e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92601 members 
Mstep: Class 2 contains 93391 members 
Entering Unmasked Estep 
Score: -22394738.000000 Penalty: 6018.195801
	Iteration 4Q: 3 clusters Score -2.239474e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91963 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -22396476.000000 Penalty: 6018.195801
	Iteration 5Q: 3 clusters Score -2.239648e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90996 members 
Mstep: Class 2 contains 94996 members 
Entering Unmasked Estep 
Score: -22398266.000000 Penalty: 6018.195801
	Iteration 6Q: 3 clusters Score -2.239827e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89229 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -22400370.000000 Penalty: 6018.195801
	Iteration 7Q: 3 clusters Score -2.240037e+07 nChanged 7496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86359 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -22403462.000000 Penalty: 6018.195801
	Iteration 8Q: 3 clusters Score -2.240346e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82224 members 
Mstep: Class 2 contains 103768 members 
Entering Unmasked Estep 
Score: -22407536.000000 Penalty: 6018.195801
	Iteration 9Q: 3 clusters Score -2.240754e+07 nChanged 9508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76564 members 
Mstep: Class 2 contains 109428 members 
Entering Unmasked Estep 
Score: -22413092.000000 Penalty: 6018.195801
	Iteration 10F: 3 clusters Score -2.241309e+07 nChanged 10303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69875 members 
Mstep: Class 2 contains 116117 members 
Entering Unmasked Estep 
Score: -22419768.000000 Penalty: 6018.195801
	Iteration 11F: 3 clusters Score -2.241977e+07 nChanged 10331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63212 members 
Mstep: Class 2 contains 122780 members 
Entering Unmasked Estep 
Score: -22426504.000000 Penalty: 6018.195801
	Iteration 12F: 3 clusters Score -2.24265e+07 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57287 members 
Mstep: Class 2 contains 128705 members 
Entering Unmasked Estep 
Score: -22431774.000000 Penalty: 6018.195801
	Iteration 13Q: 3 clusters Score -2.243177e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52235 members 
Mstep: Class 2 contains 133757 members 
Entering Unmasked Estep 
Score: -22435094.000000 Penalty: 6018.195801
	Iteration 14Q: 3 clusters Score -2.243509e+07 nChanged 5500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Mstep: Class 2 contains 138217 members 
Entering Unmasked Estep 
Score: -22437318.000000 Penalty: 6018.195801
	Iteration 15Q: 3 clusters Score -2.243732e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 142370 members 
Entering Unmasked Estep 
Score: -22439052.000000 Penalty: 6018.195801
	Iteration 16Q: 3 clusters Score -2.243905e+07 nChanged 4105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 146401 members 
Entering Unmasked Estep 
Score: -22440598.000000 Penalty: 6018.195801
	Iteration 17Q: 3 clusters Score -2.24406e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 150369 members 
Entering Unmasked Estep 
Score: -22442114.000000 Penalty: 6018.195801
	Iteration 18Q: 3 clusters Score -2.244211e+07 nChanged 4019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 154386 members 
Entering Unmasked Estep 
Score: -22443670.000000 Penalty: 6018.195801
	Iteration 19Q: 3 clusters Score -2.244367e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27646 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -22445058.000000 Penalty: 6018.195801
	Iteration 20F: 3 clusters Score -2.244506e+07 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 162077 members 
Entering Unmasked Estep 
Score: -22446536.000000 Penalty: 6018.195801
	Iteration 21Q: 3 clusters Score -2.244654e+07 nChanged 3695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 165772 members 
Entering Unmasked Estep 
Score: -22448164.000000 Penalty: 6018.195801
	Iteration 22Q: 3 clusters Score -2.244816e+07 nChanged 3408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16812 members 
Mstep: Class 2 contains 169180 members 
Entering Unmasked Estep 
Score: -22449916.000000 Penalty: 6018.195801
	Iteration 23Q: 3 clusters Score -2.244992e+07 nChanged 3239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13577 members 
Mstep: Class 2 contains 172415 members 
Entering Unmasked Estep 
Score: -22451754.000000 Penalty: 6018.195801
	Iteration 24Q: 3 clusters Score -2.245175e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 175320 members 
Entering Unmasked Estep 
Score: -22453316.000000 Penalty: 6018.195801
	Iteration 25Q: 3 clusters Score -2.245332e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 177794 members 
Entering Unmasked Estep 
Score: -22454596.000000 Penalty: 6018.195801
	Iteration 26Q: 3 clusters Score -2.24546e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 179834 members 
Entering Unmasked Estep 
Score: -22455660.000000 Penalty: 6018.195801
	Iteration 27Q: 3 clusters Score -2.245566e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 181451 members 
Entering Unmasked Estep 
Score: -22456590.000000 Penalty: 6018.195801
	Iteration 28Q: 3 clusters Score -2.245659e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 182657 members 
Entering Unmasked Estep 
Score: -22457314.000000 Penalty: 6018.195801
	Iteration 29Q: 3 clusters Score -2.245731e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 183504 members 
Entering Unmasked Estep 
Score: -22457784.000000 Penalty: 6018.195801
	Iteration 30Q: 3 clusters Score -2.245778e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 184045 members 
Entering Unmasked Estep 
Score: -22457962.000000 Penalty: 6018.195801
	Iteration 31Q: 3 clusters Score -2.245796e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 184411 members 
Entering Unmasked Estep 
Score: -22458174.000000 Penalty: 6018.195801
	Iteration 32Q: 3 clusters Score -2.245817e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 184652 members 
Entering Unmasked Estep 
Score: -22458296.000000 Penalty: 6018.195801
	Iteration 33Q: 3 clusters Score -2.24583e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 184800 members 
Entering Unmasked Estep 
Score: -22458418.000000 Penalty: 6018.195801
	Iteration 34Q: 3 clusters Score -2.245842e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 184910 members 
Entering Unmasked Estep 
Score: -22458478.000000 Penalty: 6018.195801
	Iteration 35Q: 3 clusters Score -2.245848e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 184993 members 
Entering Unmasked Estep 
Score: -22458528.000000 Penalty: 6018.195801
	Iteration 36Q: 3 clusters Score -2.245853e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 185062 members 
Entering Unmasked Estep 
Score: -22458536.000000 Penalty: 6018.195801
	Iteration 37Q: 3 clusters Score -2.245854e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 185111 members 
Entering Unmasked Estep 
Score: -22458580.000000 Penalty: 6018.195801
	Iteration 38Q: 3 clusters Score -2.245858e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 185145 members 
Entering Unmasked Estep 
Score: -22458600.000000 Penalty: 6018.195801
	Iteration 39Q: 3 clusters Score -2.24586e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 185174 members 
Entering Unmasked Estep 
Score: -22458584.000000 Penalty: 6018.195801
	Iteration 40F: 3 clusters Score -2.245858e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 185201 members 
Entering Unmasked Estep 
Score: -22458600.000000 Penalty: 6018.195801
	Iteration 41Q: 3 clusters Score -2.24586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 185224 members 
Entering Unmasked Estep 
Score: -22458612.000000 Penalty: 6018.195801
	Iteration 42Q: 3 clusters Score -2.245861e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 185238 members 
Entering Unmasked Estep 
Score: -22458614.000000 Penalty: 6018.195801
	Iteration 43Q: 3 clusters Score -2.245861e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 185247 members 
Entering Unmasked Estep 
Score: -22458600.000000 Penalty: 6018.195801
	Iteration 44Q: 3 clusters Score -2.24586e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 185254 members 
Entering Unmasked Estep 
Score: -22458602.000000 Penalty: 6018.195801
	Iteration 45Q: 3 clusters Score -2.24586e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 185264 members 
Entering Unmasked Estep 
Score: -22458612.000000 Penalty: 6018.195801
	Iteration 46Q: 3 clusters Score -2.245861e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 185274 members 
Entering Unmasked Estep 
Score: -22458624.000000 Penalty: 6018.195801
	Iteration 47Q: 3 clusters Score -2.245862e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 185287 members 
Entering Unmasked Estep 
Score: -22458636.000000 Penalty: 6018.195801
	Iteration 48Q: 3 clusters Score -2.245864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 185296 members 
Entering Unmasked Estep 
Score: -22458642.000000 Penalty: 6018.195801
	Iteration 49Q: 3 clusters Score -2.245864e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 185301 members 
Entering Unmasked Estep 
Score: -22458634.000000 Penalty: 6018.195801
	Iteration 50Q: 3 clusters Score -2.245863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 185303 members 
Entering Unmasked Estep 
Score: -22458654.000000 Penalty: 6018.195801
	Iteration 51Q: 3 clusters Score -2.245865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 185303 members 
Entering Unmasked Estep 
Score: -22458648.000000 Penalty: 6018.195801
	Iteration 52Q: 3 clusters Score -2.245865e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 185305 members 
Entering Unmasked Estep 
Score: -22458640.000000 Penalty: 6018.195801
	Iteration 53Q: 3 clusters Score -2.245864e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 185307 members 
Entering Unmasked Estep 
Score: -22458646.000000 Penalty: 6018.195801
	Iteration 54Q: 3 clusters Score -2.245865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 185309 members 
Entering Unmasked Estep 
Score: -22458650.000000 Penalty: 6018.195801
	Iteration 55Q: 3 clusters Score -2.245865e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 185309 members 
Entering Unmasked Estep 
Score: -22458650.000000 Penalty: 6018.195801
	Iteration 56F: 3 clusters Score -2.245865e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163632 members 
Entering Unmasked Estep 
Score: -19761632.000000 Penalty: 2977.333008
	Iteration 0F: 2 clusters Score -1.976163e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Mstep: Class 2 contains 81918 members 
Entering Unmasked Estep 
Score: -19654496.000000 Penalty: 5954.666016
	Iteration 0F: 3 clusters Score -1.96545e+07 nChanged 78332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81234 members 
Mstep: Class 2 contains 82398 members 
Entering Unmasked Estep 
Score: -19700718.000000 Penalty: 5954.666016
	Iteration 1F: 3 clusters Score -1.970072e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 82576 members 
Entering Unmasked Estep 
Score: -19701870.000000 Penalty: 5954.666016
	Iteration 2Q: 3 clusters Score -1.970187e+07 nChanged 5556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 82832 members 
Entering Unmasked Estep 
Score: -19703542.000000 Penalty: 5954.666016
	Iteration 3Q: 3 clusters Score -1.970354e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80495 members 
Mstep: Class 2 contains 83137 members 
Entering Unmasked Estep 
Score: -19705704.000000 Penalty: 5954.666016
	Iteration 4Q: 3 clusters Score -1.97057e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79913 members 
Mstep: Class 2 contains 83719 members 
Entering Unmasked Estep 
Score: -19709098.000000 Penalty: 5954.666016
	Iteration 5Q: 3 clusters Score -1.97091e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 84702 members 
Entering Unmasked Estep 
Score: -19714102.000000 Penalty: 5954.666016
	Iteration 6F: 3 clusters Score -1.97141e+07 nChanged 10207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 86405 members 
Entering Unmasked Estep 
Score: -19722122.000000 Penalty: 5954.666016
	Iteration 7F: 3 clusters Score -1.972212e+07 nChanged 11686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 88731 members 
Entering Unmasked Estep 
Score: -19733082.000000 Penalty: 5954.666016
	Iteration 8F: 3 clusters Score -1.973308e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72801 members 
Mstep: Class 2 contains 90831 members 
Entering Unmasked Estep 
Score: -19742296.000000 Penalty: 5954.666016
	Iteration 9F: 3 clusters Score -1.97423e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 92381 members 
Entering Unmasked Estep 
Score: -19747346.000000 Penalty: 5954.666016
	Iteration 10F: 3 clusters Score -1.974735e+07 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69904 members 
Mstep: Class 2 contains 93728 members 
Entering Unmasked Estep 
Score: -19750460.000000 Penalty: 5954.666016
	Iteration 11Q: 3 clusters Score -1.975046e+07 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68537 members 
Mstep: Class 2 contains 95095 members 
Entering Unmasked Estep 
Score: -19753252.000000 Penalty: 5954.666016
	Iteration 12Q: 3 clusters Score -1.975325e+07 nChanged 3932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67293 members 
Mstep: Class 2 contains 96339 members 
Entering Unmasked Estep 
Score: -19755756.000000 Penalty: 5954.666016
	Iteration 13Q: 3 clusters Score -1.975576e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -19757408.000000 Penalty: 5954.666016
	Iteration 14Q: 3 clusters Score -1.975741e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 98241 members 
Entering Unmasked Estep 
Score: -19758522.000000 Penalty: 5954.666016
	Iteration 15Q: 3 clusters Score -1.975852e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64750 members 
Mstep: Class 2 contains 98882 members 
Entering Unmasked Estep 
Score: -19759046.000000 Penalty: 5954.666016
	Iteration 16Q: 3 clusters Score -1.975905e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64264 members 
Mstep: Class 2 contains 99368 members 
Entering Unmasked Estep 
Score: -19759362.000000 Penalty: 5954.666016
	Iteration 17Q: 3 clusters Score -1.975936e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 99805 members 
Entering Unmasked Estep 
Score: -19759532.000000 Penalty: 5954.666016
	Iteration 18Q: 3 clusters Score -1.975953e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63456 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -19759606.000000 Penalty: 5954.666016
	Iteration 19Q: 3 clusters Score -1.975961e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63086 members 
Mstep: Class 2 contains 100546 members 
Entering Unmasked Estep 
Score: -19759672.000000 Penalty: 5954.666016
	Iteration 20F: 3 clusters Score -1.975967e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 100917 members 
Entering Unmasked Estep 
Score: -19759714.000000 Penalty: 5954.666016
	Iteration 21Q: 3 clusters Score -1.975971e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62362 members 
Mstep: Class 2 contains 101270 members 
Entering Unmasked Estep 
Score: -19759720.000000 Penalty: 5954.666016
	Iteration 22Q: 3 clusters Score -1.975972e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62026 members 
Mstep: Class 2 contains 101606 members 
Entering Unmasked Estep 
Score: -19759728.000000 Penalty: 5954.666016
	Iteration 23Q: 3 clusters Score -1.975973e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61702 members 
Mstep: Class 2 contains 101930 members 
Entering Unmasked Estep 
Score: -19759720.000000 Penalty: 5954.666016
	Iteration 24Q: 3 clusters Score -1.975972e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61386 members 
Mstep: Class 2 contains 102246 members 
Entering Unmasked Estep 
Score: -19759762.000000 Penalty: 5954.666016
	Iteration 25Q: 3 clusters Score -1.975976e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 102523 members 
Entering Unmasked Estep 
Score: -19759746.000000 Penalty: 5954.666016
	Iteration 26Q: 3 clusters Score -1.975975e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60819 members 
Mstep: Class 2 contains 102813 members 
Entering Unmasked Estep 
Score: -19759770.000000 Penalty: 5954.666016
	Iteration 27Q: 3 clusters Score -1.975977e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60557 members 
Mstep: Class 2 contains 103075 members 
Entering Unmasked Estep 
Score: -19759788.000000 Penalty: 5954.666016
	Iteration 28Q: 3 clusters Score -1.975979e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60322 members 
Mstep: Class 2 contains 103310 members 
Entering Unmasked Estep 
Score: -19759770.000000 Penalty: 5954.666016
	Iteration 29Q: 3 clusters Score -1.975977e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60102 members 
Mstep: Class 2 contains 103530 members 
Entering Unmasked Estep 
Score: -19759770.000000 Penalty: 5954.666016
	Iteration 30Q: 3 clusters Score -1.975977e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 103766 members 
Entering Unmasked Estep 
Score: -19759776.000000 Penalty: 5954.666016
	Iteration 31Q: 3 clusters Score -1.975978e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59642 members 
Mstep: Class 2 contains 103990 members 
Entering Unmasked Estep 
Score: -19759782.000000 Penalty: 5954.666016
	Iteration 32Q: 3 clusters Score -1.975978e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59422 members 
Mstep: Class 2 contains 104210 members 
Entering Unmasked Estep 
Score: -19759774.000000 Penalty: 5954.666016
	Iteration 33Q: 3 clusters Score -1.975977e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59219 members 
Mstep: Class 2 contains 104413 members 
Entering Unmasked Estep 
Score: -19759820.000000 Penalty: 5954.666016
	Iteration 34Q: 3 clusters Score -1.975982e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59002 members 
Mstep: Class 2 contains 104630 members 
Entering Unmasked Estep 
Score: -19759830.000000 Penalty: 5954.666016
	Iteration 35Q: 3 clusters Score -1.975983e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58801 members 
Mstep: Class 2 contains 104831 members 
Entering Unmasked Estep 
Score: -19759844.000000 Penalty: 5954.666016
	Iteration 36Q: 3 clusters Score -1.975984e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58615 members 
Mstep: Class 2 contains 105017 members 
Entering Unmasked Estep 
Score: -19759870.000000 Penalty: 5954.666016
	Iteration 37Q: 3 clusters Score -1.975987e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58442 members 
Mstep: Class 2 contains 105190 members 
Entering Unmasked Estep 
Score: -19759868.000000 Penalty: 5954.666016
	Iteration 38Q: 3 clusters Score -1.975987e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 105355 members 
Entering Unmasked Estep 
Score: -19759834.000000 Penalty: 5954.666016
	Iteration 39Q: 3 clusters Score -1.975983e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58126 members 
Mstep: Class 2 contains 105506 members 
Entering Unmasked Estep 
Score: -19759818.000000 Penalty: 5954.666016
	Iteration 40F: 3 clusters Score -1.975982e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57974 members 
Mstep: Class 2 contains 105658 members 
Entering Unmasked Estep 
Score: -19759836.000000 Penalty: 5954.666016
	Iteration 41Q: 3 clusters Score -1.975984e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 105816 members 
Entering Unmasked Estep 
Score: -19759820.000000 Penalty: 5954.666016
	Iteration 42Q: 3 clusters Score -1.975982e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57669 members 
Mstep: Class 2 contains 105963 members 
Entering Unmasked Estep 
Score: -19759838.000000 Penalty: 5954.666016
	Iteration 43Q: 3 clusters Score -1.975984e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57513 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -19759870.000000 Penalty: 5954.666016
	Iteration 44Q: 3 clusters Score -1.975987e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57369 members 
Mstep: Class 2 contains 106263 members 
Entering Unmasked Estep 
Score: -19759876.000000 Penalty: 5954.666016
	Iteration 45Q: 3 clusters Score -1.975988e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 106407 members 
Entering Unmasked Estep 
Score: -19759808.000000 Penalty: 5954.666016
	Iteration 46Q: 3 clusters Score -1.975981e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57072 members 
Mstep: Class 2 contains 106560 members 
Entering Unmasked Estep 
Score: -19759842.000000 Penalty: 5954.666016
	Iteration 47Q: 3 clusters Score -1.975984e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56925 members 
Mstep: Class 2 contains 106707 members 
Entering Unmasked Estep 
Score: -19759838.000000 Penalty: 5954.666016
	Iteration 48Q: 3 clusters Score -1.975984e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56788 members 
Mstep: Class 2 contains 106844 members 
Entering Unmasked Estep 
Score: -19759824.000000 Penalty: 5954.666016
	Iteration 49Q: 3 clusters Score -1.975982e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 106978 members 
Entering Unmasked Estep 
Score: -19759878.000000 Penalty: 5954.666016
	Iteration 50Q: 3 clusters Score -1.975988e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 107114 members 
Entering Unmasked Estep 
Score: -19759884.000000 Penalty: 5954.666016
	Iteration 51Q: 3 clusters Score -1.975988e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56383 members 
Mstep: Class 2 contains 107249 members 
Entering Unmasked Estep 
Score: -19759906.000000 Penalty: 5954.666016
	Iteration 52Q: 3 clusters Score -1.975991e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56240 members 
Mstep: Class 2 contains 107392 members 
Entering Unmasked Estep 
Score: -19759892.000000 Penalty: 5954.666016
	Iteration 53Q: 3 clusters Score -1.975989e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 107535 members 
Entering Unmasked Estep 
Score: -19759864.000000 Penalty: 5954.666016
	Iteration 54Q: 3 clusters Score -1.975986e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55953 members 
Mstep: Class 2 contains 107679 members 
Entering Unmasked Estep 
Score: -19759872.000000 Penalty: 5954.666016
	Iteration 55Q: 3 clusters Score -1.975987e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55797 members 
Mstep: Class 2 contains 107835 members 
Entering Unmasked Estep 
Score: -19759880.000000 Penalty: 5954.666016
	Iteration 56Q: 3 clusters Score -1.975988e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55656 members 
Mstep: Class 2 contains 107976 members 
Entering Unmasked Estep 
Score: -19759884.000000 Penalty: 5954.666016
	Iteration 57Q: 3 clusters Score -1.975988e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55503 members 
Mstep: Class 2 contains 108129 members 
Entering Unmasked Estep 
Score: -19759876.000000 Penalty: 5954.666016
	Iteration 58Q: 3 clusters Score -1.975988e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55337 members 
Mstep: Class 2 contains 108295 members 
Entering Unmasked Estep 
Score: -19759868.000000 Penalty: 5954.666016
	Iteration 59Q: 3 clusters Score -1.975987e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55160 members 
Mstep: Class 2 contains 108472 members 
Entering Unmasked Estep 
Score: -19759900.000000 Penalty: 5954.666016
	Iteration 60F: 3 clusters Score -1.97599e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54983 members 
Mstep: Class 2 contains 108649 members 
Entering Unmasked Estep 
Score: -19759902.000000 Penalty: 5954.666016
	Iteration 61Q: 3 clusters Score -1.97599e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54810 members 
Mstep: Class 2 contains 108822 members 
Entering Unmasked Estep 
Score: -19759914.000000 Penalty: 5954.666016
	Iteration 62Q: 3 clusters Score -1.975991e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 108982 members 
Entering Unmasked Estep 
Score: -19759908.000000 Penalty: 5954.666016
	Iteration 63Q: 3 clusters Score -1.975991e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54482 members 
Mstep: Class 2 contains 109150 members 
Entering Unmasked Estep 
Score: -19759942.000000 Penalty: 5954.666016
	Iteration 64Q: 3 clusters Score -1.975994e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 109315 members 
Entering Unmasked Estep 
Score: -19759940.000000 Penalty: 5954.666016
	Iteration 65Q: 3 clusters Score -1.975994e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54140 members 
Mstep: Class 2 contains 109492 members 
Entering Unmasked Estep 
Score: -19759968.000000 Penalty: 5954.666016
	Iteration 66Q: 3 clusters Score -1.975997e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53953 members 
Mstep: Class 2 contains 109679 members 
Entering Unmasked Estep 
Score: -19759966.000000 Penalty: 5954.666016
	Iteration 67Q: 3 clusters Score -1.975997e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53766 members 
Mstep: Class 2 contains 109866 members 
Entering Unmasked Estep 
Score: -19759960.000000 Penalty: 5954.666016
	Iteration 68Q: 3 clusters Score -1.975996e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53577 members 
Mstep: Class 2 contains 110055 members 
Entering Unmasked Estep 
Score: -19759970.000000 Penalty: 5954.666016
	Iteration 69Q: 3 clusters Score -1.975997e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53379 members 
Mstep: Class 2 contains 110253 members 
Entering Unmasked Estep 
Score: -19759962.000000 Penalty: 5954.666016
	Iteration 70Q: 3 clusters Score -1.975996e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53178 members 
Mstep: Class 2 contains 110454 members 
Entering Unmasked Estep 
Score: -19759942.000000 Penalty: 5954.666016
	Iteration 71Q: 3 clusters Score -1.975994e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 110669 members 
Entering Unmasked Estep 
Score: -19759956.000000 Penalty: 5954.666016
	Iteration 72Q: 3 clusters Score -1.975996e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 110864 members 
Entering Unmasked Estep 
Score: -19759958.000000 Penalty: 5954.666016
	Iteration 73Q: 3 clusters Score -1.975996e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 111045 members 
Entering Unmasked Estep 
Score: -19759978.000000 Penalty: 5954.666016
	Iteration 74Q: 3 clusters Score -1.975998e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52398 members 
Mstep: Class 2 contains 111234 members 
Entering Unmasked Estep 
Score: -19759978.000000 Penalty: 5954.666016
	Iteration 75Q: 3 clusters Score -1.975998e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52210 members 
Mstep: Class 2 contains 111422 members 
Entering Unmasked Estep 
Score: -19760006.000000 Penalty: 5954.666016
	Iteration 76Q: 3 clusters Score -1.976001e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52022 members 
Mstep: Class 2 contains 111610 members 
Entering Unmasked Estep 
Score: -19760026.000000 Penalty: 5954.666016
	Iteration 77Q: 3 clusters Score -1.976003e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 111834 members 
Entering Unmasked Estep 
Score: -19760024.000000 Penalty: 5954.666016
	Iteration 78Q: 3 clusters Score -1.976002e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 112055 members 
Entering Unmasked Estep 
Score: -19760052.000000 Penalty: 5954.666016
	Iteration 79Q: 3 clusters Score -1.976005e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51336 members 
Mstep: Class 2 contains 112296 members 
Entering Unmasked Estep 
Score: -19760084.000000 Penalty: 5954.666016
	Iteration 80F: 3 clusters Score -1.976008e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51094 members 
Mstep: Class 2 contains 112538 members 
Entering Unmasked Estep 
Score: -19760132.000000 Penalty: 5954.666016
	Iteration 81Q: 3 clusters Score -1.976013e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 112777 members 
Entering Unmasked Estep 
Score: -19760146.000000 Penalty: 5954.666016
	Iteration 82Q: 3 clusters Score -1.976015e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50620 members 
Mstep: Class 2 contains 113012 members 
Entering Unmasked Estep 
Score: -19760186.000000 Penalty: 5954.666016
	Iteration 83Q: 3 clusters Score -1.976019e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 113215 members 
Entering Unmasked Estep 
Score: -19760226.000000 Penalty: 5954.666016
	Iteration 84Q: 3 clusters Score -1.976023e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 113410 members 
Entering Unmasked Estep 
Score: -19760226.000000 Penalty: 5954.666016
	Iteration 85Q: 3 clusters Score -1.976023e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50038 members 
Mstep: Class 2 contains 113594 members 
Entering Unmasked Estep 
Score: -19760238.000000 Penalty: 5954.666016
	Iteration 86Q: 3 clusters Score -1.976024e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49872 members 
Mstep: Class 2 contains 113760 members 
Entering Unmasked Estep 
Score: -19760270.000000 Penalty: 5954.666016
	Iteration 87Q: 3 clusters Score -1.976027e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49715 members 
Mstep: Class 2 contains 113917 members 
Entering Unmasked Estep 
Score: -19760248.000000 Penalty: 5954.666016
	Iteration 88Q: 3 clusters Score -1.976025e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49558 members 
Mstep: Class 2 contains 114074 members 
Entering Unmasked Estep 
Score: -19760238.000000 Penalty: 5954.666016
	Iteration 89Q: 3 clusters Score -1.976024e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49417 members 
Mstep: Class 2 contains 114215 members 
Entering Unmasked Estep 
Score: -19760236.000000 Penalty: 5954.666016
	Iteration 90Q: 3 clusters Score -1.976024e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49275 members 
Mstep: Class 2 contains 114357 members 
Entering Unmasked Estep 
Score: -19760256.000000 Penalty: 5954.666016
	Iteration 91Q: 3 clusters Score -1.976026e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 114483 members 
Entering Unmasked Estep 
Score: -19760240.000000 Penalty: 5954.666016
	Iteration 92Q: 3 clusters Score -1.976024e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 114611 members 
Entering Unmasked Estep 
Score: -19760258.000000 Penalty: 5954.666016
	Iteration 93Q: 3 clusters Score -1.976026e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48908 members 
Mstep: Class 2 contains 114724 members 
Entering Unmasked Estep 
Score: -19760270.000000 Penalty: 5954.666016
	Iteration 94Q: 3 clusters Score -1.976027e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 114821 members 
Entering Unmasked Estep 
Score: -19760276.000000 Penalty: 5954.666016
	Iteration 95Q: 3 clusters Score -1.976028e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48711 members 
Mstep: Class 2 contains 114921 members 
Entering Unmasked Estep 
Score: -19760292.000000 Penalty: 5954.666016
	Iteration 96Q: 3 clusters Score -1.976029e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 115004 members 
Entering Unmasked Estep 
Score: -19760274.000000 Penalty: 5954.666016
	Iteration 97Q: 3 clusters Score -1.976027e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48533 members 
Mstep: Class 2 contains 115099 members 
Entering Unmasked Estep 
Score: -19760264.000000 Penalty: 5954.666016
	Iteration 98Q: 3 clusters Score -1.976026e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48440 members 
Mstep: Class 2 contains 115192 members 
Entering Unmasked Estep 
Score: -19760272.000000 Penalty: 5954.666016
	Iteration 99Q: 3 clusters Score -1.976027e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48352 members 
Mstep: Class 2 contains 115280 members 
Entering Unmasked Estep 
Score: -19760270.000000 Penalty: 5954.666016
	Iteration 100F: 3 clusters Score -1.976027e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48274 members 
Mstep: Class 2 contains 115358 members 
Entering Unmasked Estep 
Score: -19760276.000000 Penalty: 5954.666016
	Iteration 101Q: 3 clusters Score -1.976028e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48192 members 
Mstep: Class 2 contains 115440 members 
Entering Unmasked Estep 
Score: -19760234.000000 Penalty: 5954.666016
	Iteration 102Q: 3 clusters Score -1.976023e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48098 members 
Mstep: Class 2 contains 115534 members 
Entering Unmasked Estep 
Score: -19760218.000000 Penalty: 5954.666016
	Iteration 103Q: 3 clusters Score -1.976022e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48000 members 
Mstep: Class 2 contains 115632 members 
Entering Unmasked Estep 
Score: -19760232.000000 Penalty: 5954.666016
	Iteration 104Q: 3 clusters Score -1.976023e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 115715 members 
Entering Unmasked Estep 
Score: -19760226.000000 Penalty: 5954.666016
	Iteration 105Q: 3 clusters Score -1.976023e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47819 members 
Mstep: Class 2 contains 115813 members 
Entering Unmasked Estep 
Score: -19760262.000000 Penalty: 5954.666016
	Iteration 106Q: 3 clusters Score -1.976026e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47727 members 
Mstep: Class 2 contains 115905 members 
Entering Unmasked Estep 
Score: -19760288.000000 Penalty: 5954.666016
	Iteration 107Q: 3 clusters Score -1.976029e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47636 members 
Mstep: Class 2 contains 115996 members 
Entering Unmasked Estep 
Score: -19760266.000000 Penalty: 5954.666016
	Iteration 108Q: 3 clusters Score -1.976027e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47535 members 
Mstep: Class 2 contains 116097 members 
Entering Unmasked Estep 
Score: -19760294.000000 Penalty: 5954.666016
	Iteration 109Q: 3 clusters Score -1.976029e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 116197 members 
Entering Unmasked Estep 
Score: -19760276.000000 Penalty: 5954.666016
	Iteration 110Q: 3 clusters Score -1.976028e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47331 members 
Mstep: Class 2 contains 116301 members 
Entering Unmasked Estep 
Score: -19760266.000000 Penalty: 5954.666016
	Iteration 111Q: 3 clusters Score -1.976027e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47209 members 
Mstep: Class 2 contains 116423 members 
Entering Unmasked Estep 
Score: -19760274.000000 Penalty: 5954.666016
	Iteration 112Q: 3 clusters Score -1.976027e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47079 members 
Mstep: Class 2 contains 116553 members 
Entering Unmasked Estep 
Score: -19760338.000000 Penalty: 5954.666016
	Iteration 113Q: 3 clusters Score -1.976034e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46942 members 
Mstep: Class 2 contains 116690 members 
Entering Unmasked Estep 
Score: -19760306.000000 Penalty: 5954.666016
	Iteration 114Q: 3 clusters Score -1.976031e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 116812 members 
Entering Unmasked Estep 
Score: -19760300.000000 Penalty: 5954.666016
	Iteration 115Q: 3 clusters Score -1.97603e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46694 members 
Mstep: Class 2 contains 116938 members 
Entering Unmasked Estep 
Score: -19760312.000000 Penalty: 5954.666016
	Iteration 116Q: 3 clusters Score -1.976031e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46547 members 
Mstep: Class 2 contains 117085 members 
Entering Unmasked Estep 
Score: -19760294.000000 Penalty: 5954.666016
	Iteration 117Q: 3 clusters Score -1.976029e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46396 members 
Mstep: Class 2 contains 117236 members 
Entering Unmasked Estep 
Score: -19760306.000000 Penalty: 5954.666016
	Iteration 118Q: 3 clusters Score -1.976031e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46276 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -19760280.000000 Penalty: 5954.666016
	Iteration 119Q: 3 clusters Score -1.976028e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46160 members 
Mstep: Class 2 contains 117472 members 
Entering Unmasked Estep 
Score: -19760282.000000 Penalty: 5954.666016
	Iteration 120F: 3 clusters Score -1.976028e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 117560 members 
Entering Unmasked Estep 
Score: -19760268.000000 Penalty: 5954.666016
	Iteration 121Q: 3 clusters Score -1.976027e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45963 members 
Mstep: Class 2 contains 117669 members 
Entering Unmasked Estep 
Score: -19760300.000000 Penalty: 5954.666016
	Iteration 122Q: 3 clusters Score -1.97603e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45870 members 
Mstep: Class 2 contains 117762 members 
Entering Unmasked Estep 
Score: -19760318.000000 Penalty: 5954.666016
	Iteration 123Q: 3 clusters Score -1.976032e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45773 members 
Mstep: Class 2 contains 117859 members 
Entering Unmasked Estep 
Score: -19760322.000000 Penalty: 5954.666016
	Iteration 124Q: 3 clusters Score -1.976032e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45687 members 
Mstep: Class 2 contains 117945 members 
Entering Unmasked Estep 
Score: -19760344.000000 Penalty: 5954.666016
	Iteration 125Q: 3 clusters Score -1.976034e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45590 members 
Mstep: Class 2 contains 118042 members 
Entering Unmasked Estep 
Score: -19760342.000000 Penalty: 5954.666016
	Iteration 126Q: 3 clusters Score -1.976034e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45497 members 
Mstep: Class 2 contains 118135 members 
Entering Unmasked Estep 
Score: -19760316.000000 Penalty: 5954.666016
	Iteration 127Q: 3 clusters Score -1.976032e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 118223 members 
Entering Unmasked Estep 
Score: -19760290.000000 Penalty: 5954.666016
	Iteration 128Q: 3 clusters Score -1.976029e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45316 members 
Mstep: Class 2 contains 118316 members 
Entering Unmasked Estep 
Score: -19760310.000000 Penalty: 5954.666016
	Iteration 129Q: 3 clusters Score -1.976031e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 118427 members 
Entering Unmasked Estep 
Score: -19760300.000000 Penalty: 5954.666016
	Iteration 130Q: 3 clusters Score -1.97603e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45101 members 
Mstep: Class 2 contains 118531 members 
Entering Unmasked Estep 
Score: -19760304.000000 Penalty: 5954.666016
	Iteration 131Q: 3 clusters Score -1.97603e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 118625 members 
Entering Unmasked Estep 
Score: -19760290.000000 Penalty: 5954.666016
	Iteration 132Q: 3 clusters Score -1.976029e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44900 members 
Mstep: Class 2 contains 118732 members 
Entering Unmasked Estep 
Score: -19760304.000000 Penalty: 5954.666016
	Iteration 133Q: 3 clusters Score -1.97603e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 118833 members 
Entering Unmasked Estep 
Score: -19760312.000000 Penalty: 5954.666016
	Iteration 134Q: 3 clusters Score -1.976031e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 118927 members 
Entering Unmasked Estep 
Score: -19760304.000000 Penalty: 5954.666016
	Iteration 135Q: 3 clusters Score -1.97603e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 119009 members 
Entering Unmasked Estep 
Score: -19760318.000000 Penalty: 5954.666016
	Iteration 136Q: 3 clusters Score -1.976032e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 119086 members 
Entering Unmasked Estep 
Score: -19760306.000000 Penalty: 5954.666016
	Iteration 137Q: 3 clusters Score -1.976031e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44453 members 
Mstep: Class 2 contains 119179 members 
Entering Unmasked Estep 
Score: -19760320.000000 Penalty: 5954.666016
	Iteration 138Q: 3 clusters Score -1.976032e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 119266 members 
Entering Unmasked Estep 
Score: -19760340.000000 Penalty: 5954.666016
	Iteration 139Q: 3 clusters Score -1.976034e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 119360 members 
Entering Unmasked Estep 
Score: -19760366.000000 Penalty: 5954.666016
	Iteration 140F: 3 clusters Score -1.976037e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44175 members 
Mstep: Class 2 contains 119457 members 
Entering Unmasked Estep 
Score: -19760324.000000 Penalty: 5954.666016
	Iteration 141Q: 3 clusters Score -1.976032e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44074 members 
Mstep: Class 2 contains 119558 members 
Entering Unmasked Estep 
Score: -19760354.000000 Penalty: 5954.666016
	Iteration 142Q: 3 clusters Score -1.976035e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43968 members 
Mstep: Class 2 contains 119664 members 
Entering Unmasked Estep 
Score: -19760398.000000 Penalty: 5954.666016
	Iteration 143Q: 3 clusters Score -1.97604e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43873 members 
Mstep: Class 2 contains 119759 members 
Entering Unmasked Estep 
Score: -19760380.000000 Penalty: 5954.666016
	Iteration 144Q: 3 clusters Score -1.976038e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43766 members 
Mstep: Class 2 contains 119866 members 
Entering Unmasked Estep 
Score: -19760336.000000 Penalty: 5954.666016
	Iteration 145Q: 3 clusters Score -1.976034e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 119976 members 
Entering Unmasked Estep 
Score: -19760364.000000 Penalty: 5954.666016
	Iteration 146Q: 3 clusters Score -1.976036e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43545 members 
Mstep: Class 2 contains 120087 members 
Entering Unmasked Estep 
Score: -19760352.000000 Penalty: 5954.666016
	Iteration 147Q: 3 clusters Score -1.976035e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 120193 members 
Entering Unmasked Estep 
Score: -19760328.000000 Penalty: 5954.666016
	Iteration 148Q: 3 clusters Score -1.976033e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43354 members 
Mstep: Class 2 contains 120278 members 
Entering Unmasked Estep 
Score: -19760356.000000 Penalty: 5954.666016
	Iteration 149Q: 3 clusters Score -1.976036e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43266 members 
Mstep: Class 2 contains 120366 members 
Entering Unmasked Estep 
Score: -19760346.000000 Penalty: 5954.666016
	Iteration 150Q: 3 clusters Score -1.976035e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 120440 members 
Entering Unmasked Estep 
Score: -19760394.000000 Penalty: 5954.666016
	Iteration 151Q: 3 clusters Score -1.976039e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43107 members 
Mstep: Class 2 contains 120525 members 
Entering Unmasked Estep 
Score: -19760384.000000 Penalty: 5954.666016
	Iteration 152Q: 3 clusters Score -1.976038e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 120600 members 
Entering Unmasked Estep 
Score: -19760386.000000 Penalty: 5954.666016
	Iteration 153Q: 3 clusters Score -1.976039e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42935 members 
Mstep: Class 2 contains 120697 members 
Entering Unmasked Estep 
Score: -19760394.000000 Penalty: 5954.666016
	Iteration 154Q: 3 clusters Score -1.976039e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42833 members 
Mstep: Class 2 contains 120799 members 
Entering Unmasked Estep 
Score: -19760378.000000 Penalty: 5954.666016
	Iteration 155Q: 3 clusters Score -1.976038e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42732 members 
Mstep: Class 2 contains 120900 members 
Entering Unmasked Estep 
Score: -19760366.000000 Penalty: 5954.666016
	Iteration 156Q: 3 clusters Score -1.976037e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42635 members 
Mstep: Class 2 contains 120997 members 
Entering Unmasked Estep 
Score: -19760346.000000 Penalty: 5954.666016
	Iteration 157Q: 3 clusters Score -1.976035e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 121084 members 
Entering Unmasked Estep 
Score: -19760350.000000 Penalty: 5954.666016
	Iteration 158Q: 3 clusters Score -1.976035e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 121190 members 
Entering Unmasked Estep 
Score: -19760348.000000 Penalty: 5954.666016
	Iteration 159Q: 3 clusters Score -1.976035e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42347 members 
Mstep: Class 2 contains 121285 members 
Entering Unmasked Estep 
Score: -19760354.000000 Penalty: 5954.666016
	Iteration 160F: 3 clusters Score -1.976035e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 121396 members 
Entering Unmasked Estep 
Score: -19760368.000000 Penalty: 5954.666016
	Iteration 161Q: 3 clusters Score -1.976037e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 121523 members 
Entering Unmasked Estep 
Score: -19760354.000000 Penalty: 5954.666016
	Iteration 162Q: 3 clusters Score -1.976035e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 121643 members 
Entering Unmasked Estep 
Score: -19760328.000000 Penalty: 5954.666016
	Iteration 163Q: 3 clusters Score -1.976033e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 121767 members 
Entering Unmasked Estep 
Score: -19760392.000000 Penalty: 5954.666016
	Iteration 164Q: 3 clusters Score -1.976039e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 121886 members 
Entering Unmasked Estep 
Score: -19760406.000000 Penalty: 5954.666016
	Iteration 165Q: 3 clusters Score -1.976041e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 122027 members 
Entering Unmasked Estep 
Score: -19760400.000000 Penalty: 5954.666016
	Iteration 166Q: 3 clusters Score -1.97604e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41466 members 
Mstep: Class 2 contains 122166 members 
Entering Unmasked Estep 
Score: -19760364.000000 Penalty: 5954.666016
	Iteration 167Q: 3 clusters Score -1.976036e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41342 members 
Mstep: Class 2 contains 122290 members 
Entering Unmasked Estep 
Score: -19760402.000000 Penalty: 5954.666016
	Iteration 168Q: 3 clusters Score -1.97604e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 122417 members 
Entering Unmasked Estep 
Score: -19760404.000000 Penalty: 5954.666016
	Iteration 169Q: 3 clusters Score -1.97604e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 122554 members 
Entering Unmasked Estep 
Score: -19760360.000000 Penalty: 5954.666016
	Iteration 170Q: 3 clusters Score -1.976036e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40950 members 
Mstep: Class 2 contains 122682 members 
Entering Unmasked Estep 
Score: -19760372.000000 Penalty: 5954.666016
	Iteration 171Q: 3 clusters Score -1.976037e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 122821 members 
Entering Unmasked Estep 
Score: -19760366.000000 Penalty: 5954.666016
	Iteration 172Q: 3 clusters Score -1.976037e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 122979 members 
Entering Unmasked Estep 
Score: -19760398.000000 Penalty: 5954.666016
	Iteration 173Q: 3 clusters Score -1.97604e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40505 members 
Mstep: Class 2 contains 123127 members 
Entering Unmasked Estep 
Score: -19760412.000000 Penalty: 5954.666016
	Iteration 174Q: 3 clusters Score -1.976041e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 123276 members 
Entering Unmasked Estep 
Score: -19760406.000000 Penalty: 5954.666016
	Iteration 175Q: 3 clusters Score -1.976041e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40206 members 
Mstep: Class 2 contains 123426 members 
Entering Unmasked Estep 
Score: -19760460.000000 Penalty: 5954.666016
	Iteration 176Q: 3 clusters Score -1.976046e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 123574 members 
Entering Unmasked Estep 
Score: -19760474.000000 Penalty: 5954.666016
	Iteration 177Q: 3 clusters Score -1.976047e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 123708 members 
Entering Unmasked Estep 
Score: -19760462.000000 Penalty: 5954.666016
	Iteration 178Q: 3 clusters Score -1.976046e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 123847 members 
Entering Unmasked Estep 
Score: -19760522.000000 Penalty: 5954.666016
	Iteration 179Q: 3 clusters Score -1.976052e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39637 members 
Mstep: Class 2 contains 123995 members 
Entering Unmasked Estep 
Score: -19760502.000000 Penalty: 5954.666016
	Iteration 180F: 3 clusters Score -1.97605e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 124107 members 
Entering Unmasked Estep 
Score: -19760494.000000 Penalty: 5954.666016
	Iteration 181Q: 3 clusters Score -1.976049e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39405 members 
Mstep: Class 2 contains 124227 members 
Entering Unmasked Estep 
Score: -19760502.000000 Penalty: 5954.666016
	Iteration 182Q: 3 clusters Score -1.97605e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 124346 members 
Entering Unmasked Estep 
Score: -19760480.000000 Penalty: 5954.666016
	Iteration 183Q: 3 clusters Score -1.976048e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 124470 members 
Entering Unmasked Estep 
Score: -19760478.000000 Penalty: 5954.666016
	Iteration 184Q: 3 clusters Score -1.976048e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 124580 members 
Entering Unmasked Estep 
Score: -19760476.000000 Penalty: 5954.666016
	Iteration 185Q: 3 clusters Score -1.976048e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 124681 members 
Entering Unmasked Estep 
Score: -19760498.000000 Penalty: 5954.666016
	Iteration 186Q: 3 clusters Score -1.97605e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38856 members 
Mstep: Class 2 contains 124776 members 
Entering Unmasked Estep 
Score: -19760550.000000 Penalty: 5954.666016
	Iteration 187Q: 3 clusters Score -1.976055e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38744 members 
Mstep: Class 2 contains 124888 members 
Entering Unmasked Estep 
Score: -19760568.000000 Penalty: 5954.666016
	Iteration 188Q: 3 clusters Score -1.976057e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 124995 members 
Entering Unmasked Estep 
Score: -19760568.000000 Penalty: 5954.666016
	Iteration 189Q: 3 clusters Score -1.976057e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 125091 members 
Entering Unmasked Estep 
Score: -19760550.000000 Penalty: 5954.666016
	Iteration 190Q: 3 clusters Score -1.976055e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 125197 members 
Entering Unmasked Estep 
Score: -19760544.000000 Penalty: 5954.666016
	Iteration 191Q: 3 clusters Score -1.976054e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 125288 members 
Entering Unmasked Estep 
Score: -19760574.000000 Penalty: 5954.666016
	Iteration 192Q: 3 clusters Score -1.976057e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38265 members 
Mstep: Class 2 contains 125367 members 
Entering Unmasked Estep 
Score: -19760554.000000 Penalty: 5954.666016
	Iteration 193Q: 3 clusters Score -1.976055e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 125472 members 
Entering Unmasked Estep 
Score: -19760596.000000 Penalty: 5954.666016
	Iteration 194Q: 3 clusters Score -1.97606e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38059 members 
Mstep: Class 2 contains 125573 members 
Entering Unmasked Estep 
Score: -19760592.000000 Penalty: 5954.666016
	Iteration 195Q: 3 clusters Score -1.976059e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37972 members 
Mstep: Class 2 contains 125660 members 
Entering Unmasked Estep 
Score: -19760572.000000 Penalty: 5954.666016
	Iteration 196Q: 3 clusters Score -1.976057e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37892 members 
Mstep: Class 2 contains 125740 members 
Entering Unmasked Estep 
Score: -19760578.000000 Penalty: 5954.666016
	Iteration 197Q: 3 clusters Score -1.976058e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 125839 members 
Entering Unmasked Estep 
Score: -19760516.000000 Penalty: 5954.666016
	Iteration 198Q: 3 clusters Score -1.976052e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37711 members 
Mstep: Class 2 contains 125921 members 
Entering Unmasked Estep 
Score: -19760560.000000 Penalty: 5954.666016
	Iteration 199Q: 3 clusters Score -1.976056e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37634 members 
Mstep: Class 2 contains 125998 members 
Entering Unmasked Estep 
Score: -19760558.000000 Penalty: 5954.666016
	Iteration 200F: 3 clusters Score -1.976056e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 126072 members 
Entering Unmasked Estep 
Score: -19760586.000000 Penalty: 5954.666016
	Iteration 201Q: 3 clusters Score -1.976059e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 126158 members 
Entering Unmasked Estep 
Score: -19760570.000000 Penalty: 5954.666016
	Iteration 202Q: 3 clusters Score -1.976057e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 126227 members 
Entering Unmasked Estep 
Score: -19760564.000000 Penalty: 5954.666016
	Iteration 203Q: 3 clusters Score -1.976056e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37340 members 
Mstep: Class 2 contains 126292 members 
Entering Unmasked Estep 
Score: -19760548.000000 Penalty: 5954.666016
	Iteration 204Q: 3 clusters Score -1.976055e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 126356 members 
Entering Unmasked Estep 
Score: -19760564.000000 Penalty: 5954.666016
	Iteration 205Q: 3 clusters Score -1.976056e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 126415 members 
Entering Unmasked Estep 
Score: -19760596.000000 Penalty: 5954.666016
	Iteration 206Q: 3 clusters Score -1.97606e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37166 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -19760582.000000 Penalty: 5954.666016
	Iteration 207Q: 3 clusters Score -1.976058e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37126 members 
Mstep: Class 2 contains 126506 members 
Entering Unmasked Estep 
Score: -19760572.000000 Penalty: 5954.666016
	Iteration 208Q: 3 clusters Score -1.976057e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 126537 members 
Entering Unmasked Estep 
Score: -19760570.000000 Penalty: 5954.666016
	Iteration 209Q: 3 clusters Score -1.976057e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 126574 members 
Entering Unmasked Estep 
Score: -19760584.000000 Penalty: 5954.666016
	Iteration 210Q: 3 clusters Score -1.976058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 126608 members 
Entering Unmasked Estep 
Score: -19760576.000000 Penalty: 5954.666016
	Iteration 211Q: 3 clusters Score -1.976058e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 126641 members 
Entering Unmasked Estep 
Score: -19760598.000000 Penalty: 5954.666016
	Iteration 212Q: 3 clusters Score -1.97606e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 126676 members 
Entering Unmasked Estep 
Score: -19760608.000000 Penalty: 5954.666016
	Iteration 213Q: 3 clusters Score -1.976061e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 126702 members 
Entering Unmasked Estep 
Score: -19760594.000000 Penalty: 5954.666016
	Iteration 214Q: 3 clusters Score -1.976059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 126730 members 
Entering Unmasked Estep 
Score: -19760580.000000 Penalty: 5954.666016
	Iteration 215Q: 3 clusters Score -1.976058e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36871 members 
Mstep: Class 2 contains 126761 members 
Entering Unmasked Estep 
Score: -19760590.000000 Penalty: 5954.666016
	Iteration 216Q: 3 clusters Score -1.976059e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36829 members 
Mstep: Class 2 contains 126803 members 
Entering Unmasked Estep 
Score: -19760572.000000 Penalty: 5954.666016
	Iteration 217Q: 3 clusters Score -1.976057e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 126842 members 
Entering Unmasked Estep 
Score: -19760590.000000 Penalty: 5954.666016
	Iteration 218Q: 3 clusters Score -1.976059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 126873 members 
Entering Unmasked Estep 
Score: -19760582.000000 Penalty: 5954.666016
	Iteration 219Q: 3 clusters Score -1.976058e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 126896 members 
Entering Unmasked Estep 
Score: -19760592.000000 Penalty: 5954.666016
	Iteration 220F: 3 clusters Score -1.976059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 126913 members 
Entering Unmasked Estep 
Score: -19760588.000000 Penalty: 5954.666016
	Iteration 221Q: 3 clusters Score -1.976059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 126927 members 
Entering Unmasked Estep 
Score: -19760576.000000 Penalty: 5954.666016
	Iteration 222Q: 3 clusters Score -1.976058e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36696 members 
Mstep: Class 2 contains 126936 members 
Entering Unmasked Estep 
Score: -19760588.000000 Penalty: 5954.666016
	Iteration 223Q: 3 clusters Score -1.976059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 126949 members 
Entering Unmasked Estep 
Score: -19760566.000000 Penalty: 5954.666016
	Iteration 224Q: 3 clusters Score -1.976057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36673 members 
Mstep: Class 2 contains 126959 members 
Entering Unmasked Estep 
Score: -19760596.000000 Penalty: 5954.666016
	Iteration 225Q: 3 clusters Score -1.97606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36667 members 
Mstep: Class 2 contains 126965 members 
Entering Unmasked Estep 
Score: -19760592.000000 Penalty: 5954.666016
	Iteration 226Q: 3 clusters Score -1.976059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 126974 members 
Entering Unmasked Estep 
Score: -19760588.000000 Penalty: 5954.666016
	Iteration 227Q: 3 clusters Score -1.976059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36647 members 
Mstep: Class 2 contains 126985 members 
Entering Unmasked Estep 
Score: -19760588.000000 Penalty: 5954.666016
	Iteration 228Q: 3 clusters Score -1.976059e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 126994 members 
Entering Unmasked Estep 
Score: -19760594.000000 Penalty: 5954.666016
	Iteration 229Q: 3 clusters Score -1.976059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36627 members 
Mstep: Class 2 contains 127005 members 
Entering Unmasked Estep 
Score: -19760578.000000 Penalty: 5954.666016
	Iteration 230Q: 3 clusters Score -1.976058e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 127019 members 
Entering Unmasked Estep 
Score: -19760576.000000 Penalty: 5954.666016
	Iteration 231Q: 3 clusters Score -1.976058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 127029 members 
Entering Unmasked Estep 
Score: -19760592.000000 Penalty: 5954.666016
	Iteration 232Q: 3 clusters Score -1.976059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36589 members 
Mstep: Class 2 contains 127043 members 
Entering Unmasked Estep 
Score: -19760592.000000 Penalty: 5954.666016
	Iteration 233Q: 3 clusters Score -1.976059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 127058 members 
Entering Unmasked Estep 
Score: -19760592.000000 Penalty: 5954.666016
	Iteration 234Q: 3 clusters Score -1.976059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 127075 members 
Entering Unmasked Estep 
Score: -19760584.000000 Penalty: 5954.666016
	Iteration 235Q: 3 clusters Score -1.976058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36547 members 
Mstep: Class 2 contains 127085 members 
Entering Unmasked Estep 
Score: -19760592.000000 Penalty: 5954.666016
	Iteration 236Q: 3 clusters Score -1.976059e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36533 members 
Mstep: Class 2 contains 127099 members 
Entering Unmasked Estep 
Score: -19760594.000000 Penalty: 5954.666016
	Iteration 237Q: 3 clusters Score -1.976059e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 127114 members 
Entering Unmasked Estep 
Score: -19760596.000000 Penalty: 5954.666016
	Iteration 238Q: 3 clusters Score -1.97606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 127133 members 
Entering Unmasked Estep 
Score: -19760596.000000 Penalty: 5954.666016
	Iteration 239Q: 3 clusters Score -1.97606e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36480 members 
Mstep: Class 2 contains 127152 members 
Entering Unmasked Estep 
Score: -19760592.000000 Penalty: 5954.666016
	Iteration 240F: 3 clusters Score -1.976059e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 127168 members 
Entering Unmasked Estep 
Score: -19760602.000000 Penalty: 5954.666016
	Iteration 241Q: 3 clusters Score -1.97606e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36451 members 
Mstep: Class 2 contains 127181 members 
Entering Unmasked Estep 
Score: -19760610.000000 Penalty: 5954.666016
	Iteration 242Q: 3 clusters Score -1.976061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 127199 members 
Entering Unmasked Estep 
Score: -19760610.000000 Penalty: 5954.666016
	Iteration 243Q: 3 clusters Score -1.976061e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36418 members 
Mstep: Class 2 contains 127214 members 
Entering Unmasked Estep 
Score: -19760594.000000 Penalty: 5954.666016
	Iteration 244Q: 3 clusters Score -1.976059e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 127227 members 
Entering Unmasked Estep 
Score: -19760578.000000 Penalty: 5954.666016
	Iteration 245Q: 3 clusters Score -1.976058e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 127237 members 
Entering Unmasked Estep 
Score: -19760568.000000 Penalty: 5954.666016
	Iteration 246Q: 3 clusters Score -1.976057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36386 members 
Mstep: Class 2 contains 127246 members 
Entering Unmasked Estep 
Score: -19760556.000000 Penalty: 5954.666016
	Iteration 247Q: 3 clusters Score -1.976056e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 127255 members 
Entering Unmasked Estep 
Score: -19760568.000000 Penalty: 5954.666016
	Iteration 248Q: 3 clusters Score -1.976057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 127261 members 
Entering Unmasked Estep 
Score: -19760566.000000 Penalty: 5954.666016
	Iteration 249Q: 3 clusters Score -1.976057e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36368 members 
Mstep: Class 2 contains 127264 members 
Entering Unmasked Estep 
Score: -19760560.000000 Penalty: 5954.666016
	Iteration 250Q: 3 clusters Score -1.976056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 127267 members 
Entering Unmasked Estep 
Score: -19760558.000000 Penalty: 5954.666016
	Iteration 251Q: 3 clusters Score -1.976056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36361 members 
Mstep: Class 2 contains 127271 members 
Entering Unmasked Estep 
Score: -19760552.000000 Penalty: 5954.666016
	Iteration 252Q: 3 clusters Score -1.976055e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -19760564.000000 Penalty: 5954.666016
	Iteration 253Q: 3 clusters Score -1.976056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 127276 members 
Entering Unmasked Estep 
Score: -19760562.000000 Penalty: 5954.666016
	Iteration 254Q: 3 clusters Score -1.976056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 127278 members 
Entering Unmasked Estep 
Score: -19760560.000000 Penalty: 5954.666016
	Iteration 255Q: 3 clusters Score -1.976056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 127278 members 
Entering Unmasked Estep 
Score: -19760560.000000 Penalty: 5954.666016
	Iteration 256F: 3 clusters Score -1.976056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Entering Unmasked Estep 
Score: -2536806.750000 Penalty: 2469.096191
	Iteration 0F: 2 clusters Score -2536807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2522121.000000 Penalty: 4938.192383
	Iteration 0F: 3 clusters Score -2522121 nChanged 9288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2527081.250000 Penalty: 4938.192383
	Iteration 1F: 3 clusters Score -2527081 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2527676.250000 Penalty: 4938.192383
	Iteration 2F: 3 clusters Score -2527676 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 9089 members 
Entering Unmasked Estep 
Score: -2528596.250000 Penalty: 4938.192383
	Iteration 3F: 3 clusters Score -2528596 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2529731.250000 Penalty: 4938.192383
	Iteration 4F: 3 clusters Score -2529731 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -2531067.250000 Penalty: 4938.192383
	Iteration 5F: 3 clusters Score -2531067 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2532540.000000 Penalty: 4938.192383
	Iteration 6F: 3 clusters Score -2532540 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2533838.750000 Penalty: 4938.192383
	Iteration 7F: 3 clusters Score -2533839 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -2534694.500000 Penalty: 4938.192383
	Iteration 8F: 3 clusters Score -2534694 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2535206.000000 Penalty: 4938.192383
	Iteration 9Q: 3 clusters Score -2535206 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2535498.750000 Penalty: 4938.192383
	Iteration 10Q: 3 clusters Score -2535499 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2535686.000000 Penalty: 4938.192383
	Iteration 11Q: 3 clusters Score -2535686 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2535796.750000 Penalty: 4938.192383
	Iteration 12Q: 3 clusters Score -2535797 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2535865.250000 Penalty: 4938.192383
	Iteration 13Q: 3 clusters Score -2535865 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2535907.250000 Penalty: 4938.192383
	Iteration 14Q: 3 clusters Score -2535907 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2535936.500000 Penalty: 4938.192383
	Iteration 15Q: 3 clusters Score -2535936 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2535953.750000 Penalty: 4938.192383
	Iteration 16Q: 3 clusters Score -2535954 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -2535984.750000 Penalty: 4938.192383
	Iteration 17Q: 3 clusters Score -2535985 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2535993.500000 Penalty: 4938.192383
	Iteration 18Q: 3 clusters Score -2535994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19458 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2536002.000000 Penalty: 4938.192383
	Iteration 19Q: 3 clusters Score -2536002 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2536010.500000 Penalty: 4938.192383
	Iteration 20F: 3 clusters Score -2536010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2536012.250000 Penalty: 4938.192383
	Iteration 21Q: 3 clusters Score -2536012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2536012.750000 Penalty: 4938.192383
	Iteration 22Q: 3 clusters Score -2536013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2536017.250000 Penalty: 4938.192383
	Iteration 23Q: 3 clusters Score -2536017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2536022.500000 Penalty: 4938.192383
	Iteration 24Q: 3 clusters Score -2536022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2536028.750000 Penalty: 4938.192383
	Iteration 25Q: 3 clusters Score -2536029 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2536026.250000 Penalty: 4938.192383
	Iteration 26Q: 3 clusters Score -2536026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -2536028.500000 Penalty: 4938.192383
	Iteration 27Q: 3 clusters Score -2536028 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2536034.500000 Penalty: 4938.192383
	Iteration 28Q: 3 clusters Score -2536034 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -2536041.750000 Penalty: 4938.192383
	Iteration 29Q: 3 clusters Score -2536042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2536047.000000 Penalty: 4938.192383
	Iteration 30Q: 3 clusters Score -2536047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2536056.500000 Penalty: 4938.192383
	Iteration 31Q: 3 clusters Score -2536056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2536056.000000 Penalty: 4938.192383
	Iteration 32Q: 3 clusters Score -2536056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2536056.000000 Penalty: 4938.192383
	Iteration 33Q: 3 clusters Score -2536056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2536054.500000 Penalty: 4938.192383
	Iteration 34Q: 3 clusters Score -2536054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2536058.250000 Penalty: 4938.192383
	Iteration 35Q: 3 clusters Score -2536058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2536055.000000 Penalty: 4938.192383
	Iteration 36Q: 3 clusters Score -2536055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2536057.500000 Penalty: 4938.192383
	Iteration 37Q: 3 clusters Score -2536058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2536056.250000 Penalty: 4938.192383
	Iteration 38Q: 3 clusters Score -2536056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2536056.250000 Penalty: 4938.192383
	Iteration 39F: 3 clusters Score -2536056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63512 members 
Entering Unmasked Estep 
Score: -7470202.500000 Penalty: 2742.627930
	Iteration 0F: 2 clusters Score -7470202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -7427637.000000 Penalty: 5485.255859
	Iteration 0F: 3 clusters Score -7427637 nChanged 29609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31814 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -7444033.000000 Penalty: 5485.255859
	Iteration 1F: 3 clusters Score -7444033 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31834 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -7444566.500000 Penalty: 5485.255859
	Iteration 2Q: 3 clusters Score -7444566 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 31693 members 
Entering Unmasked Estep 
Score: -7445025.500000 Penalty: 5485.255859
	Iteration 3Q: 3 clusters Score -7445026 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31781 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -7445550.500000 Penalty: 5485.255859
	Iteration 4Q: 3 clusters Score -7445550 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -7445981.000000 Penalty: 5485.255859
	Iteration 5Q: 3 clusters Score -7445981 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 31956 members 
Entering Unmasked Estep 
Score: -7446444.000000 Penalty: 5485.255859
	Iteration 6Q: 3 clusters Score -7446444 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31336 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -7446905.500000 Penalty: 5485.255859
	Iteration 7Q: 3 clusters Score -7446906 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 32486 members 
Entering Unmasked Estep 
Score: -7447391.500000 Penalty: 5485.255859
	Iteration 8Q: 3 clusters Score -7447392 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -7447879.000000 Penalty: 5485.255859
	Iteration 9Q: 3 clusters Score -7447879 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -7448500.000000 Penalty: 5485.255859
	Iteration 10Q: 3 clusters Score -7448500 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -7449173.000000 Penalty: 5485.255859
	Iteration 11Q: 3 clusters Score -7449173 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 34845 members 
Entering Unmasked Estep 
Score: -7449999.500000 Penalty: 5485.255859
	Iteration 12Q: 3 clusters Score -7450000 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -7450822.500000 Penalty: 5485.255859
	Iteration 13Q: 3 clusters Score -7450822 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 36631 members 
Entering Unmasked Estep 
Score: -7451872.500000 Penalty: 5485.255859
	Iteration 14Q: 3 clusters Score -7451872 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25998 members 
Mstep: Class 2 contains 37514 members 
Entering Unmasked Estep 
Score: -7452821.000000 Penalty: 5485.255859
	Iteration 15Q: 3 clusters Score -7452821 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 38175 members 
Entering Unmasked Estep 
Score: -7453744.500000 Penalty: 5485.255859
	Iteration 16Q: 3 clusters Score -7453744 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -7454602.500000 Penalty: 5485.255859
	Iteration 17Q: 3 clusters Score -7454602 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24577 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -7455533.000000 Penalty: 5485.255859
	Iteration 18Q: 3 clusters Score -7455533 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24449 members 
Mstep: Class 2 contains 39063 members 
Entering Unmasked Estep 
Score: -7456494.500000 Penalty: 5485.255859
	Iteration 19Q: 3 clusters Score -7456494 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 39166 members 
Entering Unmasked Estep 
Score: -7457438.500000 Penalty: 5485.255859
	Iteration 20F: 3 clusters Score -7457438 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 39366 members 
Entering Unmasked Estep 
Score: -7458058.500000 Penalty: 5485.255859
	Iteration 21Q: 3 clusters Score -7458058 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -7458399.500000 Penalty: 5485.255859
	Iteration 22Q: 3 clusters Score -7458400 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -7458660.000000 Penalty: 5485.255859
	Iteration 23Q: 3 clusters Score -7458660 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 40220 members 
Entering Unmasked Estep 
Score: -7458869.500000 Penalty: 5485.255859
	Iteration 24Q: 3 clusters Score -7458870 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -7459020.500000 Penalty: 5485.255859
	Iteration 25Q: 3 clusters Score -7459020 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -7459169.500000 Penalty: 5485.255859
	Iteration 26Q: 3 clusters Score -7459170 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -7459331.000000 Penalty: 5485.255859
	Iteration 27Q: 3 clusters Score -7459331 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -7459478.500000 Penalty: 5485.255859
	Iteration 28Q: 3 clusters Score -7459478 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -7459643.500000 Penalty: 5485.255859
	Iteration 29Q: 3 clusters Score -7459644 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -7459805.500000 Penalty: 5485.255859
	Iteration 30Q: 3 clusters Score -7459806 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -7459951.000000 Penalty: 5485.255859
	Iteration 31Q: 3 clusters Score -7459951 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20391 members 
Mstep: Class 2 contains 43121 members 
Entering Unmasked Estep 
Score: -7460149.500000 Penalty: 5485.255859
	Iteration 32Q: 3 clusters Score -7460150 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
Score: -7460277.500000 Penalty: 5485.255859
	Iteration 33Q: 3 clusters Score -7460278 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -7460438.000000 Penalty: 5485.255859
	Iteration 34Q: 3 clusters Score -7460438 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -7460581.500000 Penalty: 5485.255859
	Iteration 35Q: 3 clusters Score -7460582 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 45360 members 
Entering Unmasked Estep 
Score: -7460743.500000 Penalty: 5485.255859
	Iteration 36Q: 3 clusters Score -7460744 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 46022 members 
Entering Unmasked Estep 
Score: -7460901.500000 Penalty: 5485.255859
	Iteration 37Q: 3 clusters Score -7460902 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 46710 members 
Entering Unmasked Estep 
Score: -7461161.500000 Penalty: 5485.255859
	Iteration 38Q: 3 clusters Score -7461162 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 47404 members 
Entering Unmasked Estep 
Score: -7461312.000000 Penalty: 5485.255859
	Iteration 39Q: 3 clusters Score -7461312 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 48146 members 
Entering Unmasked Estep 
Score: -7461567.000000 Penalty: 5485.255859
	Iteration 40F: 3 clusters Score -7461567 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 48929 members 
Entering Unmasked Estep 
Score: -7461858.000000 Penalty: 5485.255859
	Iteration 41Q: 3 clusters Score -7461858 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -7462115.500000 Penalty: 5485.255859
	Iteration 42Q: 3 clusters Score -7462116 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 50583 members 
Entering Unmasked Estep 
Score: -7462371.000000 Penalty: 5485.255859
	Iteration 43Q: 3 clusters Score -7462371 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 51436 members 
Entering Unmasked Estep 
Score: -7462663.500000 Penalty: 5485.255859
	Iteration 44Q: 3 clusters Score -7462664 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 52278 members 
Entering Unmasked Estep 
Score: -7462966.500000 Penalty: 5485.255859
	Iteration 45Q: 3 clusters Score -7462966 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 53146 members 
Entering Unmasked Estep 
Score: -7463271.000000 Penalty: 5485.255859
	Iteration 46Q: 3 clusters Score -7463271 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -7463640.500000 Penalty: 5485.255859
	Iteration 47Q: 3 clusters Score -7463640 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 54860 members 
Entering Unmasked Estep 
Score: -7464005.000000 Penalty: 5485.255859
	Iteration 48Q: 3 clusters Score -7464005 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 55677 members 
Entering Unmasked Estep 
Score: -7464371.500000 Penalty: 5485.255859
	Iteration 49Q: 3 clusters Score -7464372 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 56493 members 
Entering Unmasked Estep 
Score: -7464794.500000 Penalty: 5485.255859
	Iteration 50Q: 3 clusters Score -7464794 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 57217 members 
Entering Unmasked Estep 
Score: -7465099.500000 Penalty: 5485.255859
	Iteration 51Q: 3 clusters Score -7465100 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 57940 members 
Entering Unmasked Estep 
Score: -7465467.000000 Penalty: 5485.255859
	Iteration 52Q: 3 clusters Score -7465467 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 58601 members 
Entering Unmasked Estep 
Score: -7465799.000000 Penalty: 5485.255859
	Iteration 53Q: 3 clusters Score -7465799 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -7466090.000000 Penalty: 5485.255859
	Iteration 54Q: 3 clusters Score -7466090 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -7466357.000000 Penalty: 5485.255859
	Iteration 55Q: 3 clusters Score -7466357 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 60201 members 
Entering Unmasked Estep 
Score: -7466613.000000 Penalty: 5485.255859
	Iteration 56Q: 3 clusters Score -7466613 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 60610 members 
Entering Unmasked Estep 
Score: -7466794.500000 Penalty: 5485.255859
	Iteration 57Q: 3 clusters Score -7466794 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -7467019.500000 Penalty: 5485.255859
	Iteration 58Q: 3 clusters Score -7467020 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 61278 members 
Entering Unmasked Estep 
Score: -7467151.000000 Penalty: 5485.255859
	Iteration 59Q: 3 clusters Score -7467151 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 61530 members 
Entering Unmasked Estep 
Score: -7467253.500000 Penalty: 5485.255859
	Iteration 60F: 3 clusters Score -7467254 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 61757 members 
Entering Unmasked Estep 
Score: -7467378.000000 Penalty: 5485.255859
	Iteration 61Q: 3 clusters Score -7467378 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 61928 members 
Entering Unmasked Estep 
Score: -7467463.500000 Penalty: 5485.255859
	Iteration 62Q: 3 clusters Score -7467464 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 62066 members 
Entering Unmasked Estep 
Score: -7467521.500000 Penalty: 5485.255859
	Iteration 63Q: 3 clusters Score -7467522 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 62168 members 
Entering Unmasked Estep 
Score: -7467572.500000 Penalty: 5485.255859
	Iteration 64Q: 3 clusters Score -7467572 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 62265 members 
Entering Unmasked Estep 
Score: -7467635.000000 Penalty: 5485.255859
	Iteration 65Q: 3 clusters Score -7467635 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 62342 members 
Entering Unmasked Estep 
Score: -7467678.000000 Penalty: 5485.255859
	Iteration 66Q: 3 clusters Score -7467678 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -7467716.500000 Penalty: 5485.255859
	Iteration 67Q: 3 clusters Score -7467716 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 62458 members 
Entering Unmasked Estep 
Score: -7467762.500000 Penalty: 5485.255859
	Iteration 68Q: 3 clusters Score -7467762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -7467779.500000 Penalty: 5485.255859
	Iteration 69Q: 3 clusters Score -7467780 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 62536 members 
Entering Unmasked Estep 
Score: -7467796.500000 Penalty: 5485.255859
	Iteration 70Q: 3 clusters Score -7467796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 62567 members 
Entering Unmasked Estep 
Score: -7467813.000000 Penalty: 5485.255859
	Iteration 71Q: 3 clusters Score -7467813 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -7467823.000000 Penalty: 5485.255859
	Iteration 72Q: 3 clusters Score -7467823 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 62608 members 
Entering Unmasked Estep 
Score: -7467836.500000 Penalty: 5485.255859
	Iteration 73Q: 3 clusters Score -7467836 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 62629 members 
Entering Unmasked Estep 
Score: -7467859.000000 Penalty: 5485.255859
	Iteration 74Q: 3 clusters Score -7467859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 62644 members 
Entering Unmasked Estep 
Score: -7467854.000000 Penalty: 5485.255859
	Iteration 75Q: 3 clusters Score -7467854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -7467864.000000 Penalty: 5485.255859
	Iteration 76Q: 3 clusters Score -7467864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -7467861.500000 Penalty: 5485.255859
	Iteration 77Q: 3 clusters Score -7467862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 62682 members 
Entering Unmasked Estep 
Score: -7467871.500000 Penalty: 5485.255859
	Iteration 78Q: 3 clusters Score -7467872 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 62690 members 
Entering Unmasked Estep 
Score: -7467883.000000 Penalty: 5485.255859
	Iteration 79Q: 3 clusters Score -7467883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 62695 members 
Entering Unmasked Estep 
Score: -7467881.000000 Penalty: 5485.255859
	Iteration 80F: 3 clusters Score -7467881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 62701 members 
Entering Unmasked Estep 
Score: -7467887.000000 Penalty: 5485.255859
	Iteration 81Q: 3 clusters Score -7467887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 62705 members 
Entering Unmasked Estep 
Score: -7467890.000000 Penalty: 5485.255859
	Iteration 82Q: 3 clusters Score -7467890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -7467888.500000 Penalty: 5485.255859
	Iteration 83Q: 3 clusters Score -7467888 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 62708 members 
Entering Unmasked Estep 
Score: -7467896.500000 Penalty: 5485.255859
	Iteration 84Q: 3 clusters Score -7467896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -7467891.000000 Penalty: 5485.255859
	Iteration 85Q: 3 clusters Score -7467891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -7467895.000000 Penalty: 5485.255859
	Iteration 86Q: 3 clusters Score -7467895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 62709 members 
Entering Unmasked Estep 
Score: -7467895.000000 Penalty: 5485.255859
	Iteration 87F: 3 clusters Score -7467895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14429 members 
Mstep: Class 4 contains 195588 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18297 members 
Mstep: Class 8 contains 185992 members 
Mstep: Class 13 contains 163632 members 
Mstep: Class 16 contains 21079 members 
Mstep: Class 19 contains 63512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112280.000000 Penalty: 36654.218750
Iteration 319Q: 12 clusters Score -8.111228e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14425 members 
Mstep: Class 4 contains 195610 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18306 members 
Mstep: Class 8 contains 185936 members 
Mstep: Class 13 contains 163670 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 63513 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 320F: 12 clusters Score -8.111212e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12076 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14421 members 
Mstep: Class 4 contains 195623 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18312 members 
Mstep: Class 8 contains 185886 members 
Mstep: Class 13 contains 163715 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 63511 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 321Q: 12 clusters Score -8.111213e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14413 members 
Mstep: Class 4 contains 195635 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18322 members 
Mstep: Class 8 contains 185813 members 
Mstep: Class 13 contains 163775 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 63512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 322Q: 12 clusters Score -8.111205e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12068 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14401 members 
Mstep: Class 4 contains 195653 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18334 members 
Mstep: Class 8 contains 185736 members 
Mstep: Class 13 contains 163830 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 63519 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 323Q: 12 clusters Score -8.111218e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14390 members 
Mstep: Class 4 contains 195640 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18348 members 
Mstep: Class 8 contains 185707 members 
Mstep: Class 13 contains 163857 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 63527 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 324Q: 12 clusters Score -8.111216e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14383 members 
Mstep: Class 4 contains 195631 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18356 members 
Mstep: Class 8 contains 185675 members 
Mstep: Class 13 contains 163894 members 
Mstep: Class 16 contains 21083 members 
Mstep: Class 19 contains 63540 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 325Q: 12 clusters Score -8.111214e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12044 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14373 members 
Mstep: Class 4 contains 195603 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18376 members 
Mstep: Class 8 contains 185639 members 
Mstep: Class 13 contains 163950 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 19 contains 63549 members 
Entering Unmasked Estep 
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Iteration 326Q: 12 clusters Score -8.111219e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2592 members 
Mstep: Class 3 contains 14367 members 
Mstep: Class 4 contains 195547 members 
Mstep: Class 5 contains 6744 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18397 members 
Mstep: Class 8 contains 185627 members 
Mstep: Class 13 contains 164005 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 19 contains 63560 members 
Entering Unmasked Estep 
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Iteration 327Q: 12 clusters Score -8.111225e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 14367 members 
Mstep: Class 4 contains 195494 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18406 members 
Mstep: Class 8 contains 185582 members 
Mstep: Class 13 contains 164094 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 19 contains 63565 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 328Q: 12 clusters Score -8.11123e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14362 members 
Mstep: Class 4 contains 195438 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18414 members 
Mstep: Class 8 contains 185522 members 
Mstep: Class 13 contains 164208 members 
Mstep: Class 16 contains 21089 members 
Mstep: Class 19 contains 63566 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 329Q: 12 clusters Score -8.111222e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14354 members 
Mstep: Class 4 contains 195385 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18426 members 
Mstep: Class 8 contains 185456 members 
Mstep: Class 13 contains 164320 members 
Mstep: Class 16 contains 21091 members 
Mstep: Class 19 contains 63572 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 330Q: 12 clusters Score -8.111221e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 14353 members 
Mstep: Class 4 contains 195332 members 
Mstep: Class 5 contains 6743 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18443 members 
Mstep: Class 8 contains 185397 members 
Mstep: Class 13 contains 164421 members 
Mstep: Class 16 contains 21089 members 
Mstep: Class 19 contains 63575 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 331Q: 12 clusters Score -8.111218e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12004 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14348 members 
Mstep: Class 4 contains 195297 members 
Mstep: Class 5 contains 6742 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18457 members 
Mstep: Class 8 contains 185349 members 
Mstep: Class 13 contains 164497 members 
Mstep: Class 16 contains 21086 members 
Mstep: Class 19 contains 63581 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 332Q: 12 clusters Score -8.11123e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14342 members 
Mstep: Class 4 contains 195264 members 
Mstep: Class 5 contains 6740 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18472 members 
Mstep: Class 8 contains 185312 members 
Mstep: Class 13 contains 164549 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 19 contains 63594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112160.000000 Penalty: 36654.218750
Iteration 333Q: 12 clusters Score -8.111216e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14328 members 
Mstep: Class 4 contains 195236 members 
Mstep: Class 5 contains 6738 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18493 members 
Mstep: Class 8 contains 185271 members 
Mstep: Class 13 contains 164606 members 
Mstep: Class 16 contains 21094 members 
Mstep: Class 19 contains 63601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112280.000000 Penalty: 36654.218750
Iteration 334Q: 12 clusters Score -8.111228e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14324 members 
Mstep: Class 4 contains 195218 members 
Mstep: Class 5 contains 6736 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18531 members 
Mstep: Class 8 contains 185218 members 
Mstep: Class 13 contains 164639 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 19 contains 63612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112184.000000 Penalty: 36654.218750
Iteration 335Q: 12 clusters Score -8.111218e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14318 members 
Mstep: Class 4 contains 195198 members 
Mstep: Class 5 contains 6735 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18570 members 
Mstep: Class 8 contains 185184 members 
Mstep: Class 13 contains 164662 members 
Mstep: Class 16 contains 21099 members 
Mstep: Class 19 contains 63618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 336Q: 12 clusters Score -8.111225e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14306 members 
Mstep: Class 4 contains 195162 members 
Mstep: Class 5 contains 6733 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18606 members 
Mstep: Class 8 contains 185161 members 
Mstep: Class 13 contains 164704 members 
Mstep: Class 16 contains 21101 members 
Mstep: Class 19 contains 63616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112040.000000 Penalty: 36654.218750
Iteration 337Q: 12 clusters Score -8.111204e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14302 members 
Mstep: Class 4 contains 195154 members 
Mstep: Class 5 contains 6730 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18636 members 
Mstep: Class 8 contains 185121 members 
Mstep: Class 13 contains 164746 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 19 contains 63610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112000.000000 Penalty: 36654.218750
Iteration 338Q: 12 clusters Score -8.1112e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14293 members 
Mstep: Class 4 contains 195148 members 
Mstep: Class 5 contains 6727 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18667 members 
Mstep: Class 8 contains 185088 members 
Mstep: Class 13 contains 164765 members 
Mstep: Class 16 contains 21106 members 
Mstep: Class 19 contains 63625 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 339Q: 12 clusters Score -8.11121e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14285 members 
Mstep: Class 4 contains 195113 members 
Mstep: Class 5 contains 6724 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18684 members 
Mstep: Class 8 contains 185057 members 
Mstep: Class 13 contains 164829 members 
Mstep: Class 16 contains 21106 members 
Mstep: Class 19 contains 63630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112232.000000 Penalty: 36654.218750
Iteration 340F: 12 clusters Score -8.111223e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14280 members 
Mstep: Class 4 contains 195097 members 
Mstep: Class 5 contains 6721 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18691 members 
Mstep: Class 8 contains 185015 members 
Mstep: Class 13 contains 164899 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 19 contains 63624 members 
Entering Unmasked Estep 
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Iteration 341Q: 12 clusters Score -8.111221e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14279 members 
Mstep: Class 4 contains 195086 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18702 members 
Mstep: Class 8 contains 184966 members 
Mstep: Class 13 contains 164962 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 19 contains 63621 members 
Entering Unmasked Estep 
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Iteration 342Q: 12 clusters Score -8.111226e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14274 members 
Mstep: Class 4 contains 195084 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18717 members 
Mstep: Class 8 contains 184915 members 
Mstep: Class 13 contains 165024 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 19 contains 63620 members 
Entering Unmasked Estep 
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Iteration 343Q: 12 clusters Score -8.111222e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 14274 members 
Mstep: Class 4 contains 195048 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18729 members 
Mstep: Class 8 contains 184922 members 
Mstep: Class 13 contains 165059 members 
Mstep: Class 16 contains 21114 members 
Mstep: Class 19 contains 63615 members 
Entering Unmasked Estep 
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Iteration 344Q: 12 clusters Score -8.11122e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14277 members 
Mstep: Class 4 contains 195008 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18740 members 
Mstep: Class 8 contains 184938 members 
Mstep: Class 13 contains 165090 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 19 contains 63612 members 
Entering Unmasked Estep 
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Iteration 345Q: 12 clusters Score -8.111211e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14278 members 
Mstep: Class 4 contains 194967 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18758 members 
Mstep: Class 8 contains 184944 members 
Mstep: Class 13 contains 165120 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 19 contains 63607 members 
Entering Unmasked Estep 
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Iteration 346Q: 12 clusters Score -8.111209e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14276 members 
Mstep: Class 4 contains 194940 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18785 members 
Mstep: Class 8 contains 184942 members 
Mstep: Class 13 contains 165131 members 
Mstep: Class 16 contains 21113 members 
Mstep: Class 19 contains 63614 members 
Entering Unmasked Estep 
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Iteration 347Q: 12 clusters Score -8.111206e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 14275 members 
Mstep: Class 4 contains 194905 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18809 members 
Mstep: Class 8 contains 184944 members 
Mstep: Class 13 contains 165151 members 
Mstep: Class 16 contains 21111 members 
Mstep: Class 19 contains 63615 members 
Entering Unmasked Estep 
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Iteration 348Q: 12 clusters Score -8.111211e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14273 members 
Mstep: Class 4 contains 194867 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18832 members 
Mstep: Class 8 contains 184925 members 
Mstep: Class 13 contains 165180 members 
Mstep: Class 16 contains 21109 members 
Mstep: Class 19 contains 63613 members 
Entering Unmasked Estep 
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Iteration 349Q: 12 clusters Score -8.111212e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14274 members 
Mstep: Class 4 contains 194881 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18845 members 
Mstep: Class 8 contains 184847 members 
Mstep: Class 13 contains 165236 members 
Mstep: Class 16 contains 21114 members 
Mstep: Class 19 contains 63605 members 
Entering Unmasked Estep 
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Iteration 350Q: 12 clusters Score -8.111206e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 14276 members 
Mstep: Class 4 contains 194856 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18868 members 
Mstep: Class 8 contains 184786 members 
Mstep: Class 13 contains 165296 members 
Mstep: Class 16 contains 21114 members 
Mstep: Class 19 contains 63596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111976.000000 Penalty: 36654.218750
Iteration 351Q: 12 clusters Score -8.111198e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 14271 members 
Mstep: Class 4 contains 194816 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18883 members 
Mstep: Class 8 contains 184733 members 
Mstep: Class 13 contains 165362 members 
Mstep: Class 16 contains 21116 members 
Mstep: Class 19 contains 63598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112008.000000 Penalty: 36654.218750
Iteration 352Q: 12 clusters Score -8.111201e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 14262 members 
Mstep: Class 4 contains 194804 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18900 members 
Mstep: Class 8 contains 184667 members 
Mstep: Class 13 contains 165405 members 
Mstep: Class 16 contains 21119 members 
Mstep: Class 19 contains 63603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112120.000000 Penalty: 36654.218750
Iteration 353Q: 12 clusters Score -8.111212e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 14261 members 
Mstep: Class 4 contains 194797 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18907 members 
Mstep: Class 8 contains 184621 members 
Mstep: Class 13 contains 165448 members 
Mstep: Class 16 contains 21115 members 
Mstep: Class 19 contains 63603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112160.000000 Penalty: 36654.218750
Iteration 354Q: 12 clusters Score -8.111216e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 14261 members 
Mstep: Class 4 contains 194796 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18924 members 
Mstep: Class 8 contains 184579 members 
Mstep: Class 13 contains 165467 members 
Mstep: Class 16 contains 21113 members 
Mstep: Class 19 contains 63608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112096.000000 Penalty: 36654.218750
Iteration 355Q: 12 clusters Score -8.11121e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 14261 members 
Mstep: Class 4 contains 194809 members 
Mstep: Class 5 contains 6720 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18944 members 
Mstep: Class 8 contains 184511 members 
Mstep: Class 13 contains 165501 members 
Mstep: Class 16 contains 21114 members 
Mstep: Class 19 contains 63606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111984.000000 Penalty: 36654.218750
Iteration 356Q: 12 clusters Score -8.111198e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14254 members 
Mstep: Class 4 contains 194844 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18956 members 
Mstep: Class 8 contains 184438 members 
Mstep: Class 13 contains 165540 members 
Mstep: Class 16 contains 21110 members 
Mstep: Class 19 contains 63604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111920.000000 Penalty: 36654.218750
Iteration 357Q: 12 clusters Score -8.111192e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 14240 members 
Mstep: Class 4 contains 194877 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18981 members 
Mstep: Class 8 contains 184385 members 
Mstep: Class 13 contains 165550 members 
Mstep: Class 16 contains 21102 members 
Mstep: Class 19 contains 63606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112024.000000 Penalty: 36654.218750
Iteration 358Q: 12 clusters Score -8.111202e+07 nChanged 516
Entering ConstructFrom: 
Score: -81112024.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (11899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Entering Unmasked Estep 
Score: -1429128.000000 Penalty: 2327.283936
	Iteration 0F: 2 clusters Score -1429128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1420220.000000 Penalty: 4654.567871
	Iteration 0F: 3 clusters Score -1420220 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1422895.875000 Penalty: 4654.567871
	Iteration 1F: 3 clusters Score -1422896 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -1423207.625000 Penalty: 4654.567871
	Iteration 2F: 3 clusters Score -1423208 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1423515.625000 Penalty: 4654.567871
	Iteration 3Q: 3 clusters Score -1423516 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1423899.250000 Penalty: 4654.567871
	Iteration 4Q: 3 clusters Score -1423899 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1424368.500000 Penalty: 4654.567871
	Iteration 5F: 3 clusters Score -1424368 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1424982.000000 Penalty: 4654.567871
	Iteration 6F: 3 clusters Score -1424982 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1425647.375000 Penalty: 4654.567871
	Iteration 7F: 3 clusters Score -1425647 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1426285.500000 Penalty: 4654.567871
	Iteration 8F: 3 clusters Score -1426286 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1426770.500000 Penalty: 4654.567871
	Iteration 9F: 3 clusters Score -1426770 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1427082.125000 Penalty: 4654.567871
	Iteration 10Q: 3 clusters Score -1427082 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1427253.125000 Penalty: 4654.567871
	Iteration 11Q: 3 clusters Score -1427253 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1427358.500000 Penalty: 4654.567871
	Iteration 12Q: 3 clusters Score -1427358 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1427445.750000 Penalty: 4654.567871
	Iteration 13Q: 3 clusters Score -1427446 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -1427520.500000 Penalty: 4654.567871
	Iteration 14Q: 3 clusters Score -1427520 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -1427599.875000 Penalty: 4654.567871
	Iteration 15Q: 3 clusters Score -1427600 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1427678.875000 Penalty: 4654.567871
	Iteration 16Q: 3 clusters Score -1427679 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1427761.250000 Penalty: 4654.567871
	Iteration 17Q: 3 clusters Score -1427761 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1427818.000000 Penalty: 4654.567871
	Iteration 18Q: 3 clusters Score -1427818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1427843.000000 Penalty: 4654.567871
	Iteration 19Q: 3 clusters Score -1427843 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1427864.750000 Penalty: 4654.567871
	Iteration 20F: 3 clusters Score -1427865 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1427878.375000 Penalty: 4654.567871
	Iteration 21Q: 3 clusters Score -1427878 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1427887.500000 Penalty: 4654.567871
	Iteration 22Q: 3 clusters Score -1427888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1427885.875000 Penalty: 4654.567871
	Iteration 23Q: 3 clusters Score -1427886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1427899.125000 Penalty: 4654.567871
	Iteration 24Q: 3 clusters Score -1427899 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1427902.375000 Penalty: 4654.567871
	Iteration 25Q: 3 clusters Score -1427902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1427906.000000 Penalty: 4654.567871
	Iteration 26Q: 3 clusters Score -1427906 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1427908.125000 Penalty: 4654.567871
	Iteration 27Q: 3 clusters Score -1427908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1427911.000000 Penalty: 4654.567871
	Iteration 28Q: 3 clusters Score -1427911 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1427911.500000 Penalty: 4654.567871
	Iteration 29Q: 3 clusters Score -1427912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1427911.375000 Penalty: 4654.567871
	Iteration 30Q: 3 clusters Score -1427911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1427911.875000 Penalty: 4654.567871
	Iteration 31Q: 3 clusters Score -1427912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -1427914.750000 Penalty: 4654.567871
	Iteration 32Q: 3 clusters Score -1427915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -1427918.250000 Penalty: 4654.567871
	Iteration 33Q: 3 clusters Score -1427918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1427919.000000 Penalty: 4654.567871
	Iteration 34Q: 3 clusters Score -1427919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1427916.625000 Penalty: 4654.567871
	Iteration 35Q: 3 clusters Score -1427917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1427920.000000 Penalty: 4654.567871
	Iteration 36Q: 3 clusters Score -1427920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1427917.250000 Penalty: 4654.567871
	Iteration 37Q: 3 clusters Score -1427917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -1427917.250000 Penalty: 4654.567871
	Iteration 38Q: 3 clusters Score -1427917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1427918.500000 Penalty: 4654.567871
	Iteration 39Q: 3 clusters Score -1427918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9239 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -1427918.500000 Penalty: 4654.567871
	Iteration 40F: 3 clusters Score -1427918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Entering Unmasked Estep 
Score: -293030.812500 Penalty: 1950.090210
	Iteration 0F: 2 clusters Score -293030.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -289985.875000 Penalty: 3900.180420
	Iteration 0F: 3 clusters Score -289985.9 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -290564.156250 Penalty: 3900.180420
	Iteration 1F: 3 clusters Score -290564.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -290712.093750 Penalty: 3900.180420
	Iteration 2F: 3 clusters Score -290712.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -290804.218750 Penalty: 3900.180420
	Iteration 3Q: 3 clusters Score -290804.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -290859.375000 Penalty: 3900.180420
	Iteration 4Q: 3 clusters Score -290859.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -290903.093750 Penalty: 3900.180420
	Iteration 5Q: 3 clusters Score -290903.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -290939.625000 Penalty: 3900.180420
	Iteration 6Q: 3 clusters Score -290939.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -290956.750000 Penalty: 3900.180420
	Iteration 7Q: 3 clusters Score -290956.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -290973.406250 Penalty: 3900.180420
	Iteration 8Q: 3 clusters Score -290973.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -290982.218750 Penalty: 3900.180420
	Iteration 9Q: 3 clusters Score -290982.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -290987.937500 Penalty: 3900.180420
	Iteration 10Q: 3 clusters Score -290987.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -290991.593750 Penalty: 3900.180420
	Iteration 11Q: 3 clusters Score -290991.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -290997.937500 Penalty: 3900.180420
	Iteration 12Q: 3 clusters Score -290997.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -290999.562500 Penalty: 3900.180420
	Iteration 13Q: 3 clusters Score -290999.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -291003.187500 Penalty: 3900.180420
	Iteration 14Q: 3 clusters Score -291003.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -291005.750000 Penalty: 3900.180420
	Iteration 15Q: 3 clusters Score -291005.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -291007.156250 Penalty: 3900.180420
	Iteration 16Q: 3 clusters Score -291007.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -291009.031250 Penalty: 3900.180420
	Iteration 17Q: 3 clusters Score -291009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -291013.031250 Penalty: 3900.180420
	Iteration 18Q: 3 clusters Score -291013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -291017.187500 Penalty: 3900.180420
	Iteration 19Q: 3 clusters Score -291017.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -291021.281250 Penalty: 3900.180420
	Iteration 20F: 3 clusters Score -291021.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -291026.562500 Penalty: 3900.180420
	Iteration 21Q: 3 clusters Score -291026.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -291028.843750 Penalty: 3900.180420
	Iteration 22Q: 3 clusters Score -291028.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -291033.156250 Penalty: 3900.180420
	Iteration 23Q: 3 clusters Score -291033.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -291036.781250 Penalty: 3900.180420
	Iteration 24Q: 3 clusters Score -291036.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -291041.437500 Penalty: 3900.180420
	Iteration 25Q: 3 clusters Score -291041.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -291044.281250 Penalty: 3900.180420
	Iteration 26Q: 3 clusters Score -291044.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -291046.437500 Penalty: 3900.180420
	Iteration 27Q: 3 clusters Score -291046.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -291047.437500 Penalty: 3900.180420
	Iteration 28Q: 3 clusters Score -291047.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -291048.750000 Penalty: 3900.180420
	Iteration 29Q: 3 clusters Score -291048.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -291050.593750 Penalty: 3900.180420
	Iteration 30Q: 3 clusters Score -291050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -291051.906250 Penalty: 3900.180420
	Iteration 31Q: 3 clusters Score -291051.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -291053.312500 Penalty: 3900.180420
	Iteration 32Q: 3 clusters Score -291053.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -291054.468750 Penalty: 3900.180420
	Iteration 33Q: 3 clusters Score -291054.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -291054.937500 Penalty: 3900.180420
	Iteration 34Q: 3 clusters Score -291054.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -291055.812500 Penalty: 3900.180420
	Iteration 35Q: 3 clusters Score -291055.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -291058.218750 Penalty: 3900.180420
	Iteration 36Q: 3 clusters Score -291058.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -291061.531250 Penalty: 3900.180420
	Iteration 37Q: 3 clusters Score -291061.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -291065.843750 Penalty: 3900.180420
	Iteration 38Q: 3 clusters Score -291065.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -291070.000000 Penalty: 3900.180420
	Iteration 39Q: 3 clusters Score -291070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -291075.750000 Penalty: 3900.180420
	Iteration 40F: 3 clusters Score -291075.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -291080.218750 Penalty: 3900.180420
	Iteration 41Q: 3 clusters Score -291080.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -291082.093750 Penalty: 3900.180420
	Iteration 42Q: 3 clusters Score -291082.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -291083.875000 Penalty: 3900.180420
	Iteration 43Q: 3 clusters Score -291083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -291086.156250 Penalty: 3900.180420
	Iteration 44Q: 3 clusters Score -291086.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -291087.875000 Penalty: 3900.180420
	Iteration 45Q: 3 clusters Score -291087.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -291090.375000 Penalty: 3900.180420
	Iteration 46Q: 3 clusters Score -291090.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -291092.250000 Penalty: 3900.180420
	Iteration 47Q: 3 clusters Score -291092.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -291095.437500 Penalty: 3900.180420
	Iteration 48Q: 3 clusters Score -291095.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -291098.781250 Penalty: 3900.180420
	Iteration 49Q: 3 clusters Score -291098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -291099.656250 Penalty: 3900.180420
	Iteration 50Q: 3 clusters Score -291099.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -291100.093750 Penalty: 3900.180420
	Iteration 51Q: 3 clusters Score -291100.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -291100.250000 Penalty: 3900.180420
	Iteration 52Q: 3 clusters Score -291100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -291101.000000 Penalty: 3900.180420
	Iteration 53Q: 3 clusters Score -291101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -291103.000000 Penalty: 3900.180420
	Iteration 54Q: 3 clusters Score -291103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -291104.656250 Penalty: 3900.180420
	Iteration 55Q: 3 clusters Score -291104.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -291104.781250 Penalty: 3900.180420
	Iteration 56Q: 3 clusters Score -291104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -291105.656250 Penalty: 3900.180420
	Iteration 57Q: 3 clusters Score -291105.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -291105.656250 Penalty: 3900.180420
	Iteration 58F: 3 clusters Score -291105.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Entering Unmasked Estep 
Score: -1759185.875000 Penalty: 2371.633301
	Iteration 0F: 2 clusters Score -1759186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1748808.250000 Penalty: 4743.266602
	Iteration 0F: 3 clusters Score -1748808 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1752124.500000 Penalty: 4743.266602
	Iteration 1F: 3 clusters Score -1752124 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1752460.125000 Penalty: 4743.266602
	Iteration 2F: 3 clusters Score -1752460 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1752722.875000 Penalty: 4743.266602
	Iteration 3Q: 3 clusters Score -1752723 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1752915.875000 Penalty: 4743.266602
	Iteration 4Q: 3 clusters Score -1752916 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -1753076.500000 Penalty: 4743.266602
	Iteration 5Q: 3 clusters Score -1753076 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1753217.000000 Penalty: 4743.266602
	Iteration 6Q: 3 clusters Score -1753217 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1753363.500000 Penalty: 4743.266602
	Iteration 7Q: 3 clusters Score -1753364 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1753483.875000 Penalty: 4743.266602
	Iteration 8Q: 3 clusters Score -1753484 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1753627.250000 Penalty: 4743.266602
	Iteration 9Q: 3 clusters Score -1753627 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1753790.125000 Penalty: 4743.266602
	Iteration 10Q: 3 clusters Score -1753790 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1753966.375000 Penalty: 4743.266602
	Iteration 11Q: 3 clusters Score -1753966 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1754153.375000 Penalty: 4743.266602
	Iteration 12Q: 3 clusters Score -1754153 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1754380.625000 Penalty: 4743.266602
	Iteration 13Q: 3 clusters Score -1754381 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1754653.875000 Penalty: 4743.266602
	Iteration 14Q: 3 clusters Score -1754654 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1754905.375000 Penalty: 4743.266602
	Iteration 15Q: 3 clusters Score -1754905 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1755177.000000 Penalty: 4743.266602
	Iteration 16Q: 3 clusters Score -1755177 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1755391.250000 Penalty: 4743.266602
	Iteration 17Q: 3 clusters Score -1755391 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -1755555.000000 Penalty: 4743.266602
	Iteration 18Q: 3 clusters Score -1755555 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1755655.875000 Penalty: 4743.266602
	Iteration 19Q: 3 clusters Score -1755656 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1755720.000000 Penalty: 4743.266602
	Iteration 20F: 3 clusters Score -1755720 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1755756.625000 Penalty: 4743.266602
	Iteration 21Q: 3 clusters Score -1755757 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1755785.250000 Penalty: 4743.266602
	Iteration 22Q: 3 clusters Score -1755785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1755805.000000 Penalty: 4743.266602
	Iteration 23Q: 3 clusters Score -1755805 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1755822.750000 Penalty: 4743.266602
	Iteration 24Q: 3 clusters Score -1755823 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1755839.375000 Penalty: 4743.266602
	Iteration 25Q: 3 clusters Score -1755839 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1755863.500000 Penalty: 4743.266602
	Iteration 26Q: 3 clusters Score -1755864 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1755875.500000 Penalty: 4743.266602
	Iteration 27Q: 3 clusters Score -1755876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1755885.000000 Penalty: 4743.266602
	Iteration 28Q: 3 clusters Score -1755885 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -1755894.000000 Penalty: 4743.266602
	Iteration 29Q: 3 clusters Score -1755894 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1755908.750000 Penalty: 4743.266602
	Iteration 30Q: 3 clusters Score -1755909 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1755920.875000 Penalty: 4743.266602
	Iteration 31Q: 3 clusters Score -1755921 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -1755929.000000 Penalty: 4743.266602
	Iteration 32Q: 3 clusters Score -1755929 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -1755939.000000 Penalty: 4743.266602
	Iteration 33Q: 3 clusters Score -1755939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1755941.125000 Penalty: 4743.266602
	Iteration 34Q: 3 clusters Score -1755941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1755945.500000 Penalty: 4743.266602
	Iteration 35Q: 3 clusters Score -1755946 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6309 members 
Entering Unmasked Estep 
Score: -1755950.250000 Penalty: 4743.266602
	Iteration 36Q: 3 clusters Score -1755950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1755957.750000 Penalty: 4743.266602
	Iteration 37Q: 3 clusters Score -1755958 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1755962.250000 Penalty: 4743.266602
	Iteration 38Q: 3 clusters Score -1755962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1755968.750000 Penalty: 4743.266602
	Iteration 39Q: 3 clusters Score -1755969 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1755971.125000 Penalty: 4743.266602
	Iteration 40F: 3 clusters Score -1755971 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1755978.500000 Penalty: 4743.266602
	Iteration 41Q: 3 clusters Score -1755978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1755986.375000 Penalty: 4743.266602
	Iteration 42Q: 3 clusters Score -1755986 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1755988.250000 Penalty: 4743.266602
	Iteration 43Q: 3 clusters Score -1755988 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1755989.250000 Penalty: 4743.266602
	Iteration 44Q: 3 clusters Score -1755989 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1755987.875000 Penalty: 4743.266602
	Iteration 45Q: 3 clusters Score -1755988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1755990.375000 Penalty: 4743.266602
	Iteration 46Q: 3 clusters Score -1755990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1755990.250000 Penalty: 4743.266602
	Iteration 47Q: 3 clusters Score -1755990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1755988.625000 Penalty: 4743.266602
	Iteration 48Q: 3 clusters Score -1755989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1755992.750000 Penalty: 4743.266602
	Iteration 49Q: 3 clusters Score -1755993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1755992.750000 Penalty: 4743.266602
	Iteration 50Q: 3 clusters Score -1755993 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1755998.250000 Penalty: 4743.266602
	Iteration 51Q: 3 clusters Score -1755998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1756002.500000 Penalty: 4743.266602
	Iteration 52Q: 3 clusters Score -1756002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1756001.875000 Penalty: 4743.266602
	Iteration 53Q: 3 clusters Score -1756002 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1756004.375000 Penalty: 4743.266602
	Iteration 54Q: 3 clusters Score -1756004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1756007.625000 Penalty: 4743.266602
	Iteration 55Q: 3 clusters Score -1756008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1756007.375000 Penalty: 4743.266602
	Iteration 56Q: 3 clusters Score -1756007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1756006.000000 Penalty: 4743.266602
	Iteration 57Q: 3 clusters Score -1756006 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1756008.000000 Penalty: 4743.266602
	Iteration 58Q: 3 clusters Score -1756008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1756013.000000 Penalty: 4743.266602
	Iteration 59Q: 3 clusters Score -1756013 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1756015.375000 Penalty: 4743.266602
	Iteration 60F: 3 clusters Score -1756015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1756014.375000 Penalty: 4743.266602
	Iteration 61Q: 3 clusters Score -1756014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1756017.625000 Penalty: 4743.266602
	Iteration 62Q: 3 clusters Score -1756018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -1756021.875000 Penalty: 4743.266602
	Iteration 63Q: 3 clusters Score -1756022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1756021.875000 Penalty: 4743.266602
	Iteration 64Q: 3 clusters Score -1756022 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1756027.625000 Penalty: 4743.266602
	Iteration 65Q: 3 clusters Score -1756028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1756026.500000 Penalty: 4743.266602
	Iteration 66Q: 3 clusters Score -1756026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1756030.875000 Penalty: 4743.266602
	Iteration 67Q: 3 clusters Score -1756031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1756029.750000 Penalty: 4743.266602
	Iteration 68Q: 3 clusters Score -1756030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1756031.125000 Penalty: 4743.266602
	Iteration 69Q: 3 clusters Score -1756031 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1756030.875000 Penalty: 4743.266602
	Iteration 70Q: 3 clusters Score -1756031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1756030.000000 Penalty: 4743.266602
	Iteration 71Q: 3 clusters Score -1756030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1756030.750000 Penalty: 4743.266602
	Iteration 72Q: 3 clusters Score -1756031 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1756032.125000 Penalty: 4743.266602
	Iteration 73Q: 3 clusters Score -1756032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1756029.875000 Penalty: 4743.266602
	Iteration 74Q: 3 clusters Score -1756030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1756032.125000 Penalty: 4743.266602
	Iteration 75Q: 3 clusters Score -1756032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1756032.000000 Penalty: 4743.266602
	Iteration 76Q: 3 clusters Score -1756032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1756032.125000 Penalty: 4743.266602
	Iteration 77Q: 3 clusters Score -1756032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1756033.875000 Penalty: 4743.266602
	Iteration 78Q: 3 clusters Score -1756034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1756034.250000 Penalty: 4743.266602
	Iteration 79Q: 3 clusters Score -1756034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -1756034.250000 Penalty: 4743.266602
	Iteration 80F: 3 clusters Score -1756034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194906 members 
Entering Unmasked Estep 
Score: -23413442.000000 Penalty: 3020.707764
	Iteration 0F: 2 clusters Score -2.341344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97573 members 
Mstep: Class 2 contains 97333 members 
Entering Unmasked Estep 
Score: -23286042.000000 Penalty: 6041.415527
	Iteration 0F: 3 clusters Score -2.328604e+07 nChanged 93567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98324 members 
Mstep: Class 2 contains 96582 members 
Entering Unmasked Estep 
Score: -23340534.000000 Penalty: 6041.415527
	Iteration 1F: 3 clusters Score -2.334053e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98726 members 
Mstep: Class 2 contains 96180 members 
Entering Unmasked Estep 
Score: -23341616.000000 Penalty: 6041.415527
	Iteration 2Q: 3 clusters Score -2.334162e+07 nChanged 5657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99183 members 
Mstep: Class 2 contains 95723 members 
Entering Unmasked Estep 
Score: -23343122.000000 Penalty: 6041.415527
	Iteration 3Q: 3 clusters Score -2.334312e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 95100 members 
Entering Unmasked Estep 
Score: -23344820.000000 Penalty: 6041.415527
	Iteration 4Q: 3 clusters Score -2.334482e+07 nChanged 7079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100739 members 
Mstep: Class 2 contains 94167 members 
Entering Unmasked Estep 
Score: -23347360.000000 Penalty: 6041.415527
	Iteration 5Q: 3 clusters Score -2.334736e+07 nChanged 7954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102015 members 
Mstep: Class 2 contains 92891 members 
Entering Unmasked Estep 
Score: -23350420.000000 Penalty: 6041.415527
	Iteration 6Q: 3 clusters Score -2.335042e+07 nChanged 8952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 91057 members 
Entering Unmasked Estep 
Score: -23354730.000000 Penalty: 6041.415527
	Iteration 7Q: 3 clusters Score -2.335473e+07 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106371 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -23360512.000000 Penalty: 6041.415527
	Iteration 8F: 3 clusters Score -2.336051e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109115 members 
Mstep: Class 2 contains 85791 members 
Entering Unmasked Estep 
Score: -23368384.000000 Penalty: 6041.415527
	Iteration 9F: 3 clusters Score -2.336838e+07 nChanged 11456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111627 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -23375850.000000 Penalty: 6041.415527
	Iteration 10F: 3 clusters Score -2.337585e+07 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113541 members 
Mstep: Class 2 contains 81365 members 
Entering Unmasked Estep 
Score: -23380630.000000 Penalty: 6041.415527
	Iteration 11F: 3 clusters Score -2.338063e+07 nChanged 6771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115064 members 
Mstep: Class 2 contains 79842 members 
Entering Unmasked Estep 
Score: -23382486.000000 Penalty: 6041.415527
	Iteration 12Q: 3 clusters Score -2.338249e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116599 members 
Mstep: Class 2 contains 78307 members 
Entering Unmasked Estep 
Score: -23383138.000000 Penalty: 6041.415527
	Iteration 13Q: 3 clusters Score -2.338314e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118220 members 
Mstep: Class 2 contains 76686 members 
Entering Unmasked Estep 
Score: -23383648.000000 Penalty: 6041.415527
	Iteration 14Q: 3 clusters Score -2.338365e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119972 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -23384108.000000 Penalty: 6041.415527
	Iteration 15Q: 3 clusters Score -2.338411e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121817 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -23384598.000000 Penalty: 6041.415527
	Iteration 16Q: 3 clusters Score -2.33846e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123756 members 
Mstep: Class 2 contains 71150 members 
Entering Unmasked Estep 
Score: -23384998.000000 Penalty: 6041.415527
	Iteration 17Q: 3 clusters Score -2.3385e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125863 members 
Mstep: Class 2 contains 69043 members 
Entering Unmasked Estep 
Score: -23385462.000000 Penalty: 6041.415527
	Iteration 18Q: 3 clusters Score -2.338546e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128123 members 
Mstep: Class 2 contains 66783 members 
Entering Unmasked Estep 
Score: -23386108.000000 Penalty: 6041.415527
	Iteration 19Q: 3 clusters Score -2.338611e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130574 members 
Mstep: Class 2 contains 64332 members 
Entering Unmasked Estep 
Score: -23386774.000000 Penalty: 6041.415527
	Iteration 20F: 3 clusters Score -2.338677e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133168 members 
Mstep: Class 2 contains 61738 members 
Entering Unmasked Estep 
Score: -23387420.000000 Penalty: 6041.415527
	Iteration 21Q: 3 clusters Score -2.338742e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135874 members 
Mstep: Class 2 contains 59032 members 
Entering Unmasked Estep 
Score: -23388172.000000 Penalty: 6041.415527
	Iteration 22Q: 3 clusters Score -2.338817e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138774 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -23389154.000000 Penalty: 6041.415527
	Iteration 23Q: 3 clusters Score -2.338915e+07 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141759 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -23390030.000000 Penalty: 6041.415527
	Iteration 24Q: 3 clusters Score -2.339003e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144906 members 
Mstep: Class 2 contains 50000 members 
Entering Unmasked Estep 
Score: -23391018.000000 Penalty: 6041.415527
	Iteration 25Q: 3 clusters Score -2.339102e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148213 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -23392210.000000 Penalty: 6041.415527
	Iteration 26Q: 3 clusters Score -2.339221e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151615 members 
Mstep: Class 2 contains 43291 members 
Entering Unmasked Estep 
Score: -23393276.000000 Penalty: 6041.415527
	Iteration 27Q: 3 clusters Score -2.339328e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154985 members 
Mstep: Class 2 contains 39921 members 
Entering Unmasked Estep 
Score: -23394414.000000 Penalty: 6041.415527
	Iteration 28Q: 3 clusters Score -2.339441e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158418 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
Score: -23395724.000000 Penalty: 6041.415527
	Iteration 29Q: 3 clusters Score -2.339572e+07 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161831 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -23397138.000000 Penalty: 6041.415527
	Iteration 30Q: 3 clusters Score -2.339714e+07 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165246 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -23398666.000000 Penalty: 6041.415527
	Iteration 31Q: 3 clusters Score -2.339867e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168472 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -23400378.000000 Penalty: 6041.415527
	Iteration 32Q: 3 clusters Score -2.340038e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171616 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -23401796.000000 Penalty: 6041.415527
	Iteration 33Q: 3 clusters Score -2.34018e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174562 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -23403286.000000 Penalty: 6041.415527
	Iteration 34Q: 3 clusters Score -2.340329e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177257 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -23404546.000000 Penalty: 6041.415527
	Iteration 35Q: 3 clusters Score -2.340455e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179662 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -23405712.000000 Penalty: 6041.415527
	Iteration 36Q: 3 clusters Score -2.340571e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181771 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -23406880.000000 Penalty: 6041.415527
	Iteration 37Q: 3 clusters Score -2.340688e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183536 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -23407664.000000 Penalty: 6041.415527
	Iteration 38Q: 3 clusters Score -2.340766e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185122 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -23408420.000000 Penalty: 6041.415527
	Iteration 39Q: 3 clusters Score -2.340842e+07 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186450 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -23409114.000000 Penalty: 6041.415527
	Iteration 40F: 3 clusters Score -2.340911e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187576 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -23409626.000000 Penalty: 6041.415527
	Iteration 41Q: 3 clusters Score -2.340963e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188511 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -23409906.000000 Penalty: 6041.415527
	Iteration 42Q: 3 clusters Score -2.340991e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189240 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -23410200.000000 Penalty: 6041.415527
	Iteration 43Q: 3 clusters Score -2.34102e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189865 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -23410430.000000 Penalty: 6041.415527
	Iteration 44Q: 3 clusters Score -2.341043e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190351 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -23410550.000000 Penalty: 6041.415527
	Iteration 45Q: 3 clusters Score -2.341055e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190749 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -23410644.000000 Penalty: 6041.415527
	Iteration 46Q: 3 clusters Score -2.341064e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191086 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -23410774.000000 Penalty: 6041.415527
	Iteration 47Q: 3 clusters Score -2.341077e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191398 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -23410856.000000 Penalty: 6041.415527
	Iteration 48Q: 3 clusters Score -2.341086e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191625 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -23410908.000000 Penalty: 6041.415527
	Iteration 49Q: 3 clusters Score -2.341091e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191814 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -23410974.000000 Penalty: 6041.415527
	Iteration 50Q: 3 clusters Score -2.341097e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191958 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -23410952.000000 Penalty: 6041.415527
	Iteration 51Q: 3 clusters Score -2.341095e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192075 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -23410970.000000 Penalty: 6041.415527
	Iteration 52Q: 3 clusters Score -2.341097e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192187 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -23410986.000000 Penalty: 6041.415527
	Iteration 53Q: 3 clusters Score -2.341099e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192282 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -23410962.000000 Penalty: 6041.415527
	Iteration 54Q: 3 clusters Score -2.341096e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192372 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -23410994.000000 Penalty: 6041.415527
	Iteration 55Q: 3 clusters Score -2.341099e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192444 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -23411018.000000 Penalty: 6041.415527
	Iteration 56Q: 3 clusters Score -2.341102e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192510 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -23411032.000000 Penalty: 6041.415527
	Iteration 57Q: 3 clusters Score -2.341103e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192567 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -23411050.000000 Penalty: 6041.415527
	Iteration 58Q: 3 clusters Score -2.341105e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192618 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -23411072.000000 Penalty: 6041.415527
	Iteration 59Q: 3 clusters Score -2.341107e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192678 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -23411090.000000 Penalty: 6041.415527
	Iteration 60F: 3 clusters Score -2.341109e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192716 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -23411126.000000 Penalty: 6041.415527
	Iteration 61Q: 3 clusters Score -2.341113e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192760 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -23411116.000000 Penalty: 6041.415527
	Iteration 62Q: 3 clusters Score -2.341112e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192797 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23411130.000000 Penalty: 6041.415527
	Iteration 63Q: 3 clusters Score -2.341113e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192820 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -23411108.000000 Penalty: 6041.415527
	Iteration 64Q: 3 clusters Score -2.341111e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -23411136.000000 Penalty: 6041.415527
	Iteration 65Q: 3 clusters Score -2.341114e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192871 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -23411164.000000 Penalty: 6041.415527
	Iteration 66Q: 3 clusters Score -2.341116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192893 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -23411162.000000 Penalty: 6041.415527
	Iteration 67Q: 3 clusters Score -2.341116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192919 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -23411176.000000 Penalty: 6041.415527
	Iteration 68Q: 3 clusters Score -2.341118e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192944 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -23411160.000000 Penalty: 6041.415527
	Iteration 69Q: 3 clusters Score -2.341116e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192961 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -23411176.000000 Penalty: 6041.415527
	Iteration 70Q: 3 clusters Score -2.341118e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192978 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -23411166.000000 Penalty: 6041.415527
	Iteration 71Q: 3 clusters Score -2.341117e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192996 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -23411186.000000 Penalty: 6041.415527
	Iteration 72Q: 3 clusters Score -2.341119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193005 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -23411180.000000 Penalty: 6041.415527
	Iteration 73Q: 3 clusters Score -2.341118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193022 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -23411196.000000 Penalty: 6041.415527
	Iteration 74Q: 3 clusters Score -2.34112e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193041 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -23411184.000000 Penalty: 6041.415527
	Iteration 75Q: 3 clusters Score -2.341118e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193055 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -23411168.000000 Penalty: 6041.415527
	Iteration 76Q: 3 clusters Score -2.341117e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193069 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -23411188.000000 Penalty: 6041.415527
	Iteration 77Q: 3 clusters Score -2.341119e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193080 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -23411188.000000 Penalty: 6041.415527
	Iteration 78Q: 3 clusters Score -2.341119e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193092 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23411170.000000 Penalty: 6041.415527
	Iteration 79Q: 3 clusters Score -2.341117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193100 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -23411192.000000 Penalty: 6041.415527
	Iteration 80F: 3 clusters Score -2.341119e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193105 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -23411192.000000 Penalty: 6041.415527
	Iteration 81Q: 3 clusters Score -2.341119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193114 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -23411192.000000 Penalty: 6041.415527
	Iteration 82Q: 3 clusters Score -2.341119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193120 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -23411198.000000 Penalty: 6041.415527
	Iteration 83Q: 3 clusters Score -2.34112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193128 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -23411198.000000 Penalty: 6041.415527
	Iteration 84Q: 3 clusters Score -2.34112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193133 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -23411218.000000 Penalty: 6041.415527
	Iteration 85Q: 3 clusters Score -2.341122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193137 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -23411208.000000 Penalty: 6041.415527
	Iteration 86Q: 3 clusters Score -2.341121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193140 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -23411212.000000 Penalty: 6041.415527
	Iteration 87Q: 3 clusters Score -2.341121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193142 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -23411202.000000 Penalty: 6041.415527
	Iteration 88Q: 3 clusters Score -2.34112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193146 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -23411232.000000 Penalty: 6041.415527
	Iteration 89Q: 3 clusters Score -2.341123e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193149 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -23411224.000000 Penalty: 6041.415527
	Iteration 90Q: 3 clusters Score -2.341122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193151 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -23411224.000000 Penalty: 6041.415527
	Iteration 91Q: 3 clusters Score -2.341122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193153 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -23411230.000000 Penalty: 6041.415527
	Iteration 92Q: 3 clusters Score -2.341123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193154 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23411240.000000 Penalty: 6041.415527
	Iteration 93Q: 3 clusters Score -2.341124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193155 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -23411238.000000 Penalty: 6041.415527
	Iteration 94Q: 3 clusters Score -2.341124e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193155 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -23411238.000000 Penalty: 6041.415527
	Iteration 95F: 3 clusters Score -2.341124e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (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: -774974.562500 Penalty: 2185.548340
	Iteration 0F: 2 clusters Score -774974.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -769351.375000 Penalty: 4371.096680
	Iteration 0F: 3 clusters Score -769351.4 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -771044.875000 Penalty: 4371.096680
	Iteration 1F: 3 clusters Score -771044.9 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -771519.375000 Penalty: 4371.096680
	Iteration 2F: 3 clusters Score -771519.4 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -771918.312500 Penalty: 4371.096680
	Iteration 3F: 3 clusters Score -771918.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -772257.687500 Penalty: 4371.096680
	Iteration 4F: 3 clusters Score -772257.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -772546.000000 Penalty: 4371.096680
	Iteration 5F: 3 clusters Score -772546 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -772799.500000 Penalty: 4371.096680
	Iteration 6F: 3 clusters Score -772799.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -773011.875000 Penalty: 4371.096680
	Iteration 7Q: 3 clusters Score -773011.9 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -773166.812500 Penalty: 4371.096680
	Iteration 8Q: 3 clusters Score -773166.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -773274.750000 Penalty: 4371.096680
	Iteration 9Q: 3 clusters Score -773274.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -773359.062500 Penalty: 4371.096680
	Iteration 10Q: 3 clusters Score -773359.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -773428.875000 Penalty: 4371.096680
	Iteration 11Q: 3 clusters Score -773428.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -773497.062500 Penalty: 4371.096680
	Iteration 12Q: 3 clusters Score -773497.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -773536.625000 Penalty: 4371.096680
	Iteration 13Q: 3 clusters Score -773536.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -773568.562500 Penalty: 4371.096680
	Iteration 14Q: 3 clusters Score -773568.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -773603.437500 Penalty: 4371.096680
	Iteration 15Q: 3 clusters Score -773603.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -773626.250000 Penalty: 4371.096680
	Iteration 16Q: 3 clusters Score -773626.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -773650.812500 Penalty: 4371.096680
	Iteration 17Q: 3 clusters Score -773650.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -773668.375000 Penalty: 4371.096680
	Iteration 18Q: 3 clusters Score -773668.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -773687.250000 Penalty: 4371.096680
	Iteration 19Q: 3 clusters Score -773687.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -773697.125000 Penalty: 4371.096680
	Iteration 20F: 3 clusters Score -773697.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -773711.062500 Penalty: 4371.096680
	Iteration 21Q: 3 clusters Score -773711.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -773725.375000 Penalty: 4371.096680
	Iteration 22Q: 3 clusters Score -773725.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -773731.937500 Penalty: 4371.096680
	Iteration 23Q: 3 clusters Score -773731.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -773739.562500 Penalty: 4371.096680
	Iteration 24Q: 3 clusters Score -773739.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -773743.875000 Penalty: 4371.096680
	Iteration 25Q: 3 clusters Score -773743.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -773746.312500 Penalty: 4371.096680
	Iteration 26Q: 3 clusters Score -773746.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -773749.250000 Penalty: 4371.096680
	Iteration 27Q: 3 clusters Score -773749.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -773750.687500 Penalty: 4371.096680
	Iteration 28Q: 3 clusters Score -773750.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -773752.250000 Penalty: 4371.096680
	Iteration 29Q: 3 clusters Score -773752.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -773752.562500 Penalty: 4371.096680
	Iteration 30Q: 3 clusters Score -773752.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -773752.687500 Penalty: 4371.096680
	Iteration 31Q: 3 clusters Score -773752.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -773753.937500 Penalty: 4371.096680
	Iteration 32Q: 3 clusters Score -773753.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -773753.937500 Penalty: 4371.096680
	Iteration 33F: 3 clusters Score -773753.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -43421.167969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -43421.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -42045.890625 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -42045.89 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42317.078125 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -42317.08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42363.378906 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -42363.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -42386.839844 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -42386.84 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -42393.398438 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -42393.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42398.402344 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -42398.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42405.304688 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -42405.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42407.425781 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -42407.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42407.425781 Penalty: 3021.289795
	Iteration 8F: 3 clusters Score -42407.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Entering Unmasked Estep 
Score: -2305382.000000 Penalty: 2443.213623
	Iteration 0F: 2 clusters Score -2305382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2291966.000000 Penalty: 4886.427246
	Iteration 0F: 3 clusters Score -2291966 nChanged 8354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2296369.750000 Penalty: 4886.427246
	Iteration 1F: 3 clusters Score -2296370 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2296759.500000 Penalty: 4886.427246
	Iteration 2F: 3 clusters Score -2296760 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2297126.500000 Penalty: 4886.427246
	Iteration 3Q: 3 clusters Score -2297126 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8851 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2297507.500000 Penalty: 4886.427246
	Iteration 4Q: 3 clusters Score -2297508 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2298056.250000 Penalty: 4886.427246
	Iteration 5Q: 3 clusters Score -2298056 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -2298826.500000 Penalty: 4886.427246
	Iteration 6F: 3 clusters Score -2298826 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2299846.250000 Penalty: 4886.427246
	Iteration 7F: 3 clusters Score -2299846 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2301120.000000 Penalty: 4886.427246
	Iteration 8F: 3 clusters Score -2301120 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -2302432.250000 Penalty: 4886.427246
	Iteration 9F: 3 clusters Score -2302432 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2303373.500000 Penalty: 4886.427246
	Iteration 10F: 3 clusters Score -2303374 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2303852.500000 Penalty: 4886.427246
	Iteration 11Q: 3 clusters Score -2303852 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2304067.000000 Penalty: 4886.427246
	Iteration 12Q: 3 clusters Score -2304067 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -2304165.000000 Penalty: 4886.427246
	Iteration 13Q: 3 clusters Score -2304165 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -2304233.500000 Penalty: 4886.427246
	Iteration 14Q: 3 clusters Score -2304234 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -2304278.250000 Penalty: 4886.427246
	Iteration 15Q: 3 clusters Score -2304278 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2304324.000000 Penalty: 4886.427246
	Iteration 16Q: 3 clusters Score -2304324 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -2304359.000000 Penalty: 4886.427246
	Iteration 17Q: 3 clusters Score -2304359 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 15406 members 
Entering Unmasked Estep 
Score: -2304382.750000 Penalty: 4886.427246
	Iteration 18Q: 3 clusters Score -2304383 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -2304421.250000 Penalty: 4886.427246
	Iteration 19Q: 3 clusters Score -2304421 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -2304453.750000 Penalty: 4886.427246
	Iteration 20F: 3 clusters Score -2304454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2304480.750000 Penalty: 4886.427246
	Iteration 21Q: 3 clusters Score -2304481 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2304534.500000 Penalty: 4886.427246
	Iteration 22Q: 3 clusters Score -2304534 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2304577.000000 Penalty: 4886.427246
	Iteration 23Q: 3 clusters Score -2304577 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2304616.250000 Penalty: 4886.427246
	Iteration 24Q: 3 clusters Score -2304616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2304618.750000 Penalty: 4886.427246
	Iteration 25Q: 3 clusters Score -2304619 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2304631.500000 Penalty: 4886.427246
	Iteration 26Q: 3 clusters Score -2304632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2304631.500000 Penalty: 4886.427246
	Iteration 27Q: 3 clusters Score -2304632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 15963 members 
Entering Unmasked Estep 
Score: -2304639.250000 Penalty: 4886.427246
	Iteration 28Q: 3 clusters Score -2304639 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2304646.250000 Penalty: 4886.427246
	Iteration 29Q: 3 clusters Score -2304646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15990 members 
Entering Unmasked Estep 
Score: -2304655.750000 Penalty: 4886.427246
	Iteration 30Q: 3 clusters Score -2304656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -2304657.000000 Penalty: 4886.427246
	Iteration 31Q: 3 clusters Score -2304657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2304657.750000 Penalty: 4886.427246
	Iteration 32Q: 3 clusters Score -2304658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2304657.500000 Penalty: 4886.427246
	Iteration 33Q: 3 clusters Score -2304658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -2304657.500000 Penalty: 4886.427246
	Iteration 34F: 3 clusters Score -2304658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184353 members 
Entering Unmasked Estep 
Score: -22265456.000000 Penalty: 3006.902832
	Iteration 0F: 2 clusters Score -2.226546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92048 members 
Mstep: Class 2 contains 92305 members 
Entering Unmasked Estep 
Score: -22144844.000000 Penalty: 6013.805664
	Iteration 0F: 3 clusters Score -2.214484e+07 nChanged 88526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 94961 members 
Entering Unmasked Estep 
Score: -22196570.000000 Penalty: 6013.805664
	Iteration 1F: 3 clusters Score -2.219657e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87992 members 
Mstep: Class 2 contains 96361 members 
Entering Unmasked Estep 
Score: -22197760.000000 Penalty: 6013.805664
	Iteration 2Q: 3 clusters Score -2.219776e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85854 members 
Mstep: Class 2 contains 98499 members 
Entering Unmasked Estep 
Score: -22199442.000000 Penalty: 6013.805664
	Iteration 3Q: 3 clusters Score -2.219944e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82581 members 
Mstep: Class 2 contains 101772 members 
Entering Unmasked Estep 
Score: -22201618.000000 Penalty: 6013.805664
	Iteration 4Q: 3 clusters Score -2.220162e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78062 members 
Mstep: Class 2 contains 106291 members 
Entering Unmasked Estep 
Score: -22204568.000000 Penalty: 6013.805664
	Iteration 5Q: 3 clusters Score -2.220457e+07 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71925 members 
Mstep: Class 2 contains 112428 members 
Entering Unmasked Estep 
Score: -22208754.000000 Penalty: 6013.805664
	Iteration 6Q: 3 clusters Score -2.220875e+07 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63869 members 
Mstep: Class 2 contains 120484 members 
Entering Unmasked Estep 
Score: -22214816.000000 Penalty: 6013.805664
	Iteration 7F: 3 clusters Score -2.221482e+07 nChanged 11268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54493 members 
Mstep: Class 2 contains 129860 members 
Entering Unmasked Estep 
Score: -22222490.000000 Penalty: 6013.805664
	Iteration 8F: 3 clusters Score -2.222249e+07 nChanged 11240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 139558 members 
Entering Unmasked Estep 
Score: -22231108.000000 Penalty: 6013.805664
	Iteration 9F: 3 clusters Score -2.223111e+07 nChanged 9823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36248 members 
Mstep: Class 2 contains 148105 members 
Entering Unmasked Estep 
Score: -22238686.000000 Penalty: 6013.805664
	Iteration 10F: 3 clusters Score -2.223869e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 155081 members 
Entering Unmasked Estep 
Score: -22244246.000000 Penalty: 6013.805664
	Iteration 11Q: 3 clusters Score -2.224425e+07 nChanged 6048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 160645 members 
Entering Unmasked Estep 
Score: -22247812.000000 Penalty: 6013.805664
	Iteration 12Q: 3 clusters Score -2.224781e+07 nChanged 4823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 165246 members 
Entering Unmasked Estep 
Score: -22250696.000000 Penalty: 6013.805664
	Iteration 13Q: 3 clusters Score -2.22507e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 169181 members 
Entering Unmasked Estep 
Score: -22253070.000000 Penalty: 6013.805664
	Iteration 14Q: 3 clusters Score -2.225307e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 172634 members 
Entering Unmasked Estep 
Score: -22255294.000000 Penalty: 6013.805664
	Iteration 15Q: 3 clusters Score -2.225529e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 175572 members 
Entering Unmasked Estep 
Score: -22257034.000000 Penalty: 6013.805664
	Iteration 16Q: 3 clusters Score -2.225703e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 178004 members 
Entering Unmasked Estep 
Score: -22258694.000000 Penalty: 6013.805664
	Iteration 17Q: 3 clusters Score -2.225869e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 179909 members 
Entering Unmasked Estep 
Score: -22259996.000000 Penalty: 6013.805664
	Iteration 18Q: 3 clusters Score -2.226e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 181352 members 
Entering Unmasked Estep 
Score: -22261028.000000 Penalty: 6013.805664
	Iteration 19Q: 3 clusters Score -2.226103e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 182342 members 
Entering Unmasked Estep 
Score: -22261732.000000 Penalty: 6013.805664
	Iteration 20F: 3 clusters Score -2.226173e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 182966 members 
Entering Unmasked Estep 
Score: -22262118.000000 Penalty: 6013.805664
	Iteration 21Q: 3 clusters Score -2.226212e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 183318 members 
Entering Unmasked Estep 
Score: -22262374.000000 Penalty: 6013.805664
	Iteration 22Q: 3 clusters Score -2.226237e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -22262512.000000 Penalty: 6013.805664
	Iteration 23Q: 3 clusters Score -2.226251e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 183641 members 
Entering Unmasked Estep 
Score: -22262584.000000 Penalty: 6013.805664
	Iteration 24Q: 3 clusters Score -2.226258e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 183726 members 
Entering Unmasked Estep 
Score: -22262682.000000 Penalty: 6013.805664
	Iteration 25Q: 3 clusters Score -2.226268e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 183798 members 
Entering Unmasked Estep 
Score: -22262730.000000 Penalty: 6013.805664
	Iteration 26Q: 3 clusters Score -2.226273e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 183844 members 
Entering Unmasked Estep 
Score: -22262752.000000 Penalty: 6013.805664
	Iteration 27Q: 3 clusters Score -2.226275e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -22262752.000000 Penalty: 6013.805664
	Iteration 28Q: 3 clusters Score -2.226275e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 183902 members 
Entering Unmasked Estep 
Score: -22262782.000000 Penalty: 6013.805664
	Iteration 29Q: 3 clusters Score -2.226278e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 183917 members 
Entering Unmasked Estep 
Score: -22262786.000000 Penalty: 6013.805664
	Iteration 30Q: 3 clusters Score -2.226279e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 183930 members 
Entering Unmasked Estep 
Score: -22262826.000000 Penalty: 6013.805664
	Iteration 31Q: 3 clusters Score -2.226283e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 183938 members 
Entering Unmasked Estep 
Score: -22262840.000000 Penalty: 6013.805664
	Iteration 32Q: 3 clusters Score -2.226284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 183943 members 
Entering Unmasked Estep 
Score: -22262846.000000 Penalty: 6013.805664
	Iteration 33Q: 3 clusters Score -2.226285e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -22262852.000000 Penalty: 6013.805664
	Iteration 34Q: 3 clusters Score -2.226285e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 183950 members 
Entering Unmasked Estep 
Score: -22262848.000000 Penalty: 6013.805664
	Iteration 35Q: 3 clusters Score -2.226285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 183952 members 
Entering Unmasked Estep 
Score: -22262872.000000 Penalty: 6013.805664
	Iteration 36Q: 3 clusters Score -2.226287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 183953 members 
Entering Unmasked Estep 
Score: -22262866.000000 Penalty: 6013.805664
	Iteration 37Q: 3 clusters Score -2.226287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 183955 members 
Entering Unmasked Estep 
Score: -22262870.000000 Penalty: 6013.805664
	Iteration 38Q: 3 clusters Score -2.226287e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 183955 members 
Entering Unmasked Estep 
Score: -22262870.000000 Penalty: 6013.805664
	Iteration 39F: 3 clusters Score -2.226287e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165562 members 
Entering Unmasked Estep 
Score: -19993240.000000 Penalty: 2980.241211
	Iteration 0F: 2 clusters Score -1.999324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82341 members 
Mstep: Class 2 contains 83221 members 
Entering Unmasked Estep 
Score: -19885028.000000 Penalty: 5960.482422
	Iteration 0F: 3 clusters Score -1.988503e+07 nChanged 79047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76234 members 
Mstep: Class 2 contains 89328 members 
Entering Unmasked Estep 
Score: -19931230.000000 Penalty: 5960.482422
	Iteration 1F: 3 clusters Score -1.993123e+07 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72373 members 
Mstep: Class 2 contains 93189 members 
Entering Unmasked Estep 
Score: -19932696.000000 Penalty: 5960.482422
	Iteration 2Q: 3 clusters Score -1.99327e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66334 members 
Mstep: Class 2 contains 99228 members 
Entering Unmasked Estep 
Score: -19935262.000000 Penalty: 5960.482422
	Iteration 3Q: 3 clusters Score -1.993526e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -19939886.000000 Penalty: 5960.482422
	Iteration 4F: 3 clusters Score -1.993989e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 120870 members 
Entering Unmasked Estep 
Score: -19949232.000000 Penalty: 5960.482422
	Iteration 5F: 3 clusters Score -1.994923e+07 nChanged 16004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28696 members 
Mstep: Class 2 contains 136866 members 
Entering Unmasked Estep 
Score: -19963658.000000 Penalty: 5960.482422
	Iteration 6F: 3 clusters Score -1.996366e+07 nChanged 15330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 152194 members 
Entering Unmasked Estep 
Score: -19979188.000000 Penalty: 5960.482422
	Iteration 7F: 3 clusters Score -1.997919e+07 nChanged 9182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 161374 members 
Entering Unmasked Estep 
Score: -19987218.000000 Penalty: 5960.482422
	Iteration 8F: 3 clusters Score -1.998722e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 164545 members 
Entering Unmasked Estep 
Score: -19989662.000000 Penalty: 5960.482422
	Iteration 9Q: 3 clusters Score -1.998966e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 165205 members 
Entering Unmasked Estep 
Score: -19990354.000000 Penalty: 5960.482422
	Iteration 10Q: 3 clusters Score -1.999035e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 165327 members 
Entering Unmasked Estep 
Score: -19990484.000000 Penalty: 5960.482422
	Iteration 11Q: 3 clusters Score -1.999048e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 165357 members 
Entering Unmasked Estep 
Score: -19990568.000000 Penalty: 5960.482422
	Iteration 12Q: 3 clusters Score -1.999057e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 165364 members 
Entering Unmasked Estep 
Score: -19990602.000000 Penalty: 5960.482422
	Iteration 13Q: 3 clusters Score -1.99906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 165370 members 
Entering Unmasked Estep 
Score: -19990618.000000 Penalty: 5960.482422
	Iteration 14Q: 3 clusters Score -1.999062e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 165373 members 
Entering Unmasked Estep 
Score: -19990622.000000 Penalty: 5960.482422
	Iteration 15Q: 3 clusters Score -1.999062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -19990624.000000 Penalty: 5960.482422
	Iteration 16Q: 3 clusters Score -1.999062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165375 members 
Entering Unmasked Estep 
Score: -19990624.000000 Penalty: 5960.482422
	Iteration 17F: 3 clusters Score -1.999062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Entering Unmasked Estep 
Score: -2539368.500000 Penalty: 2469.343018
	Iteration 0F: 2 clusters Score -2539368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -2524660.750000 Penalty: 4938.686035
	Iteration 0F: 3 clusters Score -2524661 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2529733.500000 Penalty: 4938.686035
	Iteration 1F: 3 clusters Score -2529734 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 11207 members 
Entering Unmasked Estep 
Score: -2530319.000000 Penalty: 4938.686035
	Iteration 2F: 3 clusters Score -2530319 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2530940.500000 Penalty: 4938.686035
	Iteration 3F: 3 clusters Score -2530940 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2531483.750000 Penalty: 4938.686035
	Iteration 4F: 3 clusters Score -2531484 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2531974.000000 Penalty: 4938.686035
	Iteration 5Q: 3 clusters Score -2531974 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2532400.000000 Penalty: 4938.686035
	Iteration 6Q: 3 clusters Score -2532400 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2532802.250000 Penalty: 4938.686035
	Iteration 7Q: 3 clusters Score -2532802 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -2533227.750000 Penalty: 4938.686035
	Iteration 8Q: 3 clusters Score -2533228 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2533654.250000 Penalty: 4938.686035
	Iteration 9Q: 3 clusters Score -2533654 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2534085.750000 Penalty: 4938.686035
	Iteration 10Q: 3 clusters Score -2534086 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2534460.250000 Penalty: 4938.686035
	Iteration 11Q: 3 clusters Score -2534460 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -2534797.750000 Penalty: 4938.686035
	Iteration 12Q: 3 clusters Score -2534798 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2535093.500000 Penalty: 4938.686035
	Iteration 13Q: 3 clusters Score -2535094 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2535370.000000 Penalty: 4938.686035
	Iteration 14Q: 3 clusters Score -2535370 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2535626.750000 Penalty: 4938.686035
	Iteration 15Q: 3 clusters Score -2535627 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2535836.250000 Penalty: 4938.686035
	Iteration 16Q: 3 clusters Score -2535836 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 17707 members 
Entering Unmasked Estep 
Score: -2536048.750000 Penalty: 4938.686035
	Iteration 17Q: 3 clusters Score -2536049 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2536252.000000 Penalty: 4938.686035
	Iteration 18Q: 3 clusters Score -2536252 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2536473.750000 Penalty: 4938.686035
	Iteration 19Q: 3 clusters Score -2536474 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2536685.500000 Penalty: 4938.686035
	Iteration 20F: 3 clusters Score -2536686 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2536891.000000 Penalty: 4938.686035
	Iteration 21Q: 3 clusters Score -2536891 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2537056.750000 Penalty: 4938.686035
	Iteration 22Q: 3 clusters Score -2537057 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19763 members 
Entering Unmasked Estep 
Score: -2537187.000000 Penalty: 4938.686035
	Iteration 23Q: 3 clusters Score -2537187 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 19948 members 
Entering Unmasked Estep 
Score: -2537305.250000 Penalty: 4938.686035
	Iteration 24Q: 3 clusters Score -2537305 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2537375.250000 Penalty: 4938.686035
	Iteration 25Q: 3 clusters Score -2537375 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -2537431.250000 Penalty: 4938.686035
	Iteration 26Q: 3 clusters Score -2537431 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -2537455.500000 Penalty: 4938.686035
	Iteration 27Q: 3 clusters Score -2537456 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 20278 members 
Entering Unmasked Estep 
Score: -2537476.250000 Penalty: 4938.686035
	Iteration 28Q: 3 clusters Score -2537476 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 20319 members 
Entering Unmasked Estep 
Score: -2537502.250000 Penalty: 4938.686035
	Iteration 29Q: 3 clusters Score -2537502 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -2537519.000000 Penalty: 4938.686035
	Iteration 30Q: 3 clusters Score -2537519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -2537539.750000 Penalty: 4938.686035
	Iteration 31Q: 3 clusters Score -2537540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2537547.500000 Penalty: 4938.686035
	Iteration 32Q: 3 clusters Score -2537548 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -2537557.250000 Penalty: 4938.686035
	Iteration 33Q: 3 clusters Score -2537557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -2537562.500000 Penalty: 4938.686035
	Iteration 34Q: 3 clusters Score -2537562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2537573.750000 Penalty: 4938.686035
	Iteration 35Q: 3 clusters Score -2537574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -2537575.250000 Penalty: 4938.686035
	Iteration 36Q: 3 clusters Score -2537575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2537579.000000 Penalty: 4938.686035
	Iteration 37Q: 3 clusters Score -2537579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -2537581.250000 Penalty: 4938.686035
	Iteration 38Q: 3 clusters Score -2537581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2537582.000000 Penalty: 4938.686035
	Iteration 39Q: 3 clusters Score -2537582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20477 members 
Entering Unmasked Estep 
Score: -2537583.750000 Penalty: 4938.686035
	Iteration 40F: 3 clusters Score -2537584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2537581.250000 Penalty: 4938.686035
	Iteration 41Q: 3 clusters Score -2537581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2537584.000000 Penalty: 4938.686035
	Iteration 42Q: 3 clusters Score -2537584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2537585.000000 Penalty: 4938.686035
	Iteration 43Q: 3 clusters Score -2537585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2537585.000000 Penalty: 4938.686035
	Iteration 44F: 3 clusters Score -2537585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63598 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Entering Unmasked Estep 
Score: -7479915.000000 Penalty: 2742.963623
	Iteration 0F: 2 clusters Score -7479915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31701 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -7437188.000000 Penalty: 5485.927246
	Iteration 0F: 3 clusters Score -7437188 nChanged 29546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 32661 members 
Entering Unmasked Estep 
Score: -7453565.500000 Penalty: 5485.927246
	Iteration 1F: 3 clusters Score -7453566 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 33175 members 
Entering Unmasked Estep 
Score: -7454107.500000 Penalty: 5485.927246
	Iteration 2Q: 3 clusters Score -7454108 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 33967 members 
Entering Unmasked Estep 
Score: -7454673.500000 Penalty: 5485.927246
	Iteration 3Q: 3 clusters Score -7454674 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -7455280.000000 Penalty: 5485.927246
	Iteration 4Q: 3 clusters Score -7455280 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26824 members 
Mstep: Class 2 contains 36774 members 
Entering Unmasked Estep 
Score: -7456055.500000 Penalty: 5485.927246
	Iteration 5Q: 3 clusters Score -7456056 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 39146 members 
Entering Unmasked Estep 
Score: -7457190.500000 Penalty: 5485.927246
	Iteration 6Q: 3 clusters Score -7457190 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 42445 members 
Entering Unmasked Estep 
Score: -7459074.000000 Penalty: 5485.927246
	Iteration 7F: 3 clusters Score -7459074 nChanged 4319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 46746 members 
Entering Unmasked Estep 
Score: -7462002.000000 Penalty: 5485.927246
	Iteration 8F: 3 clusters Score -7462002 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 51927 members 
Entering Unmasked Estep 
Score: -7466399.500000 Penalty: 5485.927246
	Iteration 9F: 3 clusters Score -7466400 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -7471106.000000 Penalty: 5485.927246
	Iteration 10F: 3 clusters Score -7471106 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 60767 members 
Entering Unmasked Estep 
Score: -7474718.000000 Penalty: 5485.927246
	Iteration 11F: 3 clusters Score -7474718 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 62587 members 
Entering Unmasked Estep 
Score: -7476465.500000 Penalty: 5485.927246
	Iteration 12Q: 3 clusters Score -7476466 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 63184 members 
Entering Unmasked Estep 
Score: -7477073.000000 Penalty: 5485.927246
	Iteration 13Q: 3 clusters Score -7477073 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -7477287.000000 Penalty: 5485.927246
	Iteration 14Q: 3 clusters Score -7477287 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -7477328.500000 Penalty: 5485.927246
	Iteration 15Q: 3 clusters Score -7477328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 63376 members 
Entering Unmasked Estep 
Score: -7477351.000000 Penalty: 5485.927246
	Iteration 16Q: 3 clusters Score -7477351 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 63386 members 
Entering Unmasked Estep 
Score: -7477380.500000 Penalty: 5485.927246
	Iteration 17Q: 3 clusters Score -7477380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -7477381.000000 Penalty: 5485.927246
	Iteration 18Q: 3 clusters Score -7477381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 63396 members 
Entering Unmasked Estep 
Score: -7477399.500000 Penalty: 5485.927246
	Iteration 19Q: 3 clusters Score -7477400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 63400 members 
Entering Unmasked Estep 
Score: -7477412.000000 Penalty: 5485.927246
	Iteration 20F: 3 clusters Score -7477412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 63403 members 
Entering Unmasked Estep 
Score: -7477428.500000 Penalty: 5485.927246
	Iteration 21Q: 3 clusters Score -7477428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 63405 members 
Entering Unmasked Estep 
Score: -7477436.000000 Penalty: 5485.927246
	Iteration 22Q: 3 clusters Score -7477436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -7477432.000000 Penalty: 5485.927246
	Iteration 23Q: 3 clusters Score -7477432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 63406 members 
Entering Unmasked Estep 
Score: -7477446.500000 Penalty: 5485.927246
	Iteration 24Q: 3 clusters Score -7477446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -7477446.000000 Penalty: 5485.927246
	Iteration 25Q: 3 clusters Score -7477446 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 63408 members 
Entering Unmasked Estep 
Score: -7477453.000000 Penalty: 5485.927246
	Iteration 26Q: 3 clusters Score -7477453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 63409 members 
Entering Unmasked Estep 
Score: -7477456.500000 Penalty: 5485.927246
	Iteration 27Q: 3 clusters Score -7477456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -7477456.500000 Penalty: 5485.927246
	Iteration 28Q: 3 clusters Score -7477456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -7477456.500000 Penalty: 5485.927246
	Iteration 29F: 3 clusters Score -7477456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 14229 members 
Mstep: Class 4 contains 194906 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 18990 members 
Mstep: Class 8 contains 184353 members 
Mstep: Class 13 contains 165562 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 19 contains 63598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112032.000000 Penalty: 36654.218750
Iteration 359Q: 12 clusters Score -8.111203e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 14219 members 
Mstep: Class 4 contains 194909 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19004 members 
Mstep: Class 8 contains 184326 members 
Mstep: Class 13 contains 165576 members 
Mstep: Class 16 contains 21100 members 
Mstep: Class 19 contains 63593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111920.000000 Penalty: 36654.218750
Iteration 360F: 12 clusters Score -8.111192e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 14204 members 
Mstep: Class 4 contains 194887 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19019 members 
Mstep: Class 8 contains 184314 members 
Mstep: Class 13 contains 165608 members 
Mstep: Class 16 contains 21097 members 
Mstep: Class 19 contains 63583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112016.000000 Penalty: 36654.218750
Iteration 361Q: 12 clusters Score -8.111202e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 14180 members 
Mstep: Class 4 contains 194885 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19038 members 
Mstep: Class 8 contains 184310 members 
Mstep: Class 13 contains 165627 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 19 contains 63568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112040.000000 Penalty: 36654.218750
Iteration 362Q: 12 clusters Score -8.111204e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 14159 members 
Mstep: Class 4 contains 194913 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19058 members 
Mstep: Class 8 contains 184308 members 
Mstep: Class 13 contains 165615 members 
Mstep: Class 16 contains 21088 members 
Mstep: Class 19 contains 63551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112096.000000 Penalty: 36654.218750
Iteration 363Q: 12 clusters Score -8.11121e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14142 members 
Mstep: Class 4 contains 194939 members 
Mstep: Class 5 contains 6719 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19081 members 
Mstep: Class 8 contains 184296 members 
Mstep: Class 13 contains 165595 members 
Mstep: Class 16 contains 21087 members 
Mstep: Class 19 contains 63539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112224.000000 Penalty: 36654.218750
Iteration 364Q: 12 clusters Score -8.111222e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2604 members 
Mstep: Class 3 contains 14130 members 
Mstep: Class 4 contains 194957 members 
Mstep: Class 5 contains 6718 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19107 members 
Mstep: Class 8 contains 184295 members 
Mstep: Class 13 contains 165573 members 
Mstep: Class 16 contains 21092 members 
Mstep: Class 19 contains 63523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112136.000000 Penalty: 36654.218750
Iteration 365Q: 12 clusters Score -8.111214e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 14114 members 
Mstep: Class 4 contains 194987 members 
Mstep: Class 5 contains 6715 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19135 members 
Mstep: Class 8 contains 184280 members 
Mstep: Class 13 contains 165552 members 
Mstep: Class 16 contains 21094 members 
Mstep: Class 19 contains 63517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112016.000000 Penalty: 36654.218750
Iteration 366Q: 12 clusters Score -8.111202e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 14104 members 
Mstep: Class 4 contains 195005 members 
Mstep: Class 5 contains 6712 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19170 members 
Mstep: Class 8 contains 184272 members 
Mstep: Class 13 contains 165510 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 19 contains 63518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112136.000000 Penalty: 36654.218750
Iteration 367Q: 12 clusters Score -8.111214e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 14089 members 
Mstep: Class 4 contains 195010 members 
Mstep: Class 5 contains 6710 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19199 members 
Mstep: Class 8 contains 184292 members 
Mstep: Class 13 contains 165471 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 19 contains 63512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112192.000000 Penalty: 36654.218750
Iteration 368Q: 12 clusters Score -8.111219e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 14078 members 
Mstep: Class 4 contains 195004 members 
Mstep: Class 5 contains 6710 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19225 members 
Mstep: Class 8 contains 184302 members 
Mstep: Class 13 contains 165441 members 
Mstep: Class 16 contains 21096 members 
Mstep: Class 19 contains 63511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112208.000000 Penalty: 36654.218750
Iteration 369Q: 12 clusters Score -8.111221e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 14073 members 
Mstep: Class 4 contains 195008 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19256 members 
Mstep: Class 8 contains 184327 members 
Mstep: Class 13 contains 165393 members 
Mstep: Class 16 contains 21094 members 
Mstep: Class 19 contains 63500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112256.000000 Penalty: 36654.218750
Iteration 370Q: 12 clusters Score -8.111226e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 2606 members 
Mstep: Class 3 contains 14070 members 
Mstep: Class 4 contains 195002 members 
Mstep: Class 5 contains 6709 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19280 members 
Mstep: Class 8 contains 184341 members 
Mstep: Class 13 contains 165355 members 
Mstep: Class 16 contains 21093 members 
Mstep: Class 19 contains 63500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112320.000000 Penalty: 36654.218750
Iteration 371Q: 12 clusters Score -8.111232e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 2607 members 
Mstep: Class 3 contains 14067 members 
Mstep: Class 4 contains 194999 members 
Mstep: Class 5 contains 6708 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19306 members 
Mstep: Class 8 contains 184361 members 
Mstep: Class 13 contains 165306 members 
Mstep: Class 16 contains 21095 members 
Mstep: Class 19 contains 63496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112240.000000 Penalty: 36654.218750
Iteration 372Q: 12 clusters Score -8.111224e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14062 members 
Mstep: Class 4 contains 195013 members 
Mstep: Class 5 contains 6706 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19334 members 
Mstep: Class 8 contains 184362 members 
Mstep: Class 13 contains 165266 members 
Mstep: Class 16 contains 21092 members 
Mstep: Class 19 contains 63495 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112216.000000 Penalty: 36654.218750
Iteration 373Q: 12 clusters Score -8.111222e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14060 members 
Mstep: Class 4 contains 195037 members 
Mstep: Class 5 contains 6705 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19355 members 
Mstep: Class 8 contains 184357 members 
Mstep: Class 13 contains 165233 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 19 contains 63484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112256.000000 Penalty: 36654.218750
Iteration 374Q: 12 clusters Score -8.111226e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14062 members 
Mstep: Class 4 contains 195077 members 
Mstep: Class 5 contains 6704 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19378 members 
Mstep: Class 8 contains 184331 members 
Mstep: Class 13 contains 165200 members 
Mstep: Class 16 contains 21088 members 
Mstep: Class 19 contains 63476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112304.000000 Penalty: 36654.218750
Iteration 375Q: 12 clusters Score -8.11123e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14059 members 
Mstep: Class 4 contains 195116 members 
Mstep: Class 5 contains 6703 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19397 members 
Mstep: Class 8 contains 184301 members 
Mstep: Class 13 contains 165179 members 
Mstep: Class 16 contains 21088 members 
Mstep: Class 19 contains 63471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112320.000000 Penalty: 36654.218750
Iteration 376Q: 12 clusters Score -8.111232e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14060 members 
Mstep: Class 4 contains 195128 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19415 members 
Mstep: Class 8 contains 184301 members 
Mstep: Class 13 contains 165155 members 
Mstep: Class 16 contains 21088 members 
Mstep: Class 19 contains 63464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112368.000000 Penalty: 36654.218750
Iteration 377Q: 12 clusters Score -8.111237e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14059 members 
Mstep: Class 4 contains 195126 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19436 members 
Mstep: Class 8 contains 184327 members 
Mstep: Class 13 contains 165117 members 
Mstep: Class 16 contains 21087 members 
Mstep: Class 19 contains 63462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112208.000000 Penalty: 36654.218750
Iteration 378Q: 12 clusters Score -8.111221e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 195151 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19461 members 
Mstep: Class 8 contains 184333 members 
Mstep: Class 13 contains 165085 members 
Mstep: Class 16 contains 21086 members 
Mstep: Class 19 contains 63450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112032.000000 Penalty: 36654.218750
Iteration 379Q: 12 clusters Score -8.111203e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14054 members 
Mstep: Class 4 contains 195177 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19482 members 
Mstep: Class 8 contains 184340 members 
Mstep: Class 13 contains 165046 members 
Mstep: Class 16 contains 21085 members 
Mstep: Class 19 contains 63438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112032.000000 Penalty: 36654.218750
Iteration 380F: 12 clusters Score -8.111203e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 14052 members 
Mstep: Class 4 contains 195189 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19486 members 
Mstep: Class 8 contains 184349 members 
Mstep: Class 13 contains 165030 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 63433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112096.000000 Penalty: 36654.218750
Iteration 381Q: 12 clusters Score -8.11121e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14049 members 
Mstep: Class 4 contains 195191 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19499 members 
Mstep: Class 8 contains 184372 members 
Mstep: Class 13 contains 165005 members 
Mstep: Class 16 contains 21080 members 
Mstep: Class 19 contains 63423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112208.000000 Penalty: 36654.218750
Iteration 382Q: 12 clusters Score -8.111221e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 14047 members 
Mstep: Class 4 contains 195208 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19513 members 
Mstep: Class 8 contains 184345 members 
Mstep: Class 13 contains 165015 members 
Mstep: Class 16 contains 21077 members 
Mstep: Class 19 contains 63405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112168.000000 Penalty: 36654.218750
Iteration 383Q: 12 clusters Score -8.111217e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2609 members 
Mstep: Class 3 contains 14036 members 
Mstep: Class 4 contains 195199 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19540 members 
Mstep: Class 8 contains 184355 members 
Mstep: Class 13 contains 165007 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 63396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112144.000000 Penalty: 36654.218750
Iteration 384Q: 12 clusters Score -8.111214e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14028 members 
Mstep: Class 4 contains 195216 members 
Mstep: Class 5 contains 6701 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19559 members 
Mstep: Class 8 contains 184308 members 
Mstep: Class 13 contains 165033 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 19 contains 63392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112176.000000 Penalty: 36654.218750
Iteration 385Q: 12 clusters Score -8.111218e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 2608 members 
Mstep: Class 3 contains 14014 members 
Mstep: Class 4 contains 195211 members 
Mstep: Class 5 contains 6700 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 8 contains 184288 members 
Mstep: Class 13 contains 165058 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 63380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112152.000000 Penalty: 36654.218750
Iteration 386Q: 12 clusters Score -8.111215e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2605 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 195213 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19579 members 
Mstep: Class 8 contains 184283 members 
Mstep: Class 13 contains 165075 members 
Mstep: Class 16 contains 21080 members 
Mstep: Class 19 contains 63373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112200.000000 Penalty: 36654.218750
Iteration 387Q: 12 clusters Score -8.11122e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 2603 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 4 contains 195214 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19592 members 
Mstep: Class 8 contains 184281 members 
Mstep: Class 13 contains 165083 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 19 contains 63374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112320.000000 Penalty: 36654.218750
Iteration 388Q: 12 clusters Score -8.111232e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 13993 members 
Mstep: Class 4 contains 195216 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19595 members 
Mstep: Class 8 contains 184293 members 
Mstep: Class 13 contains 165093 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 63370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112408.000000 Penalty: 36654.218750
Iteration 389Q: 12 clusters Score -8.111241e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 13987 members 
Mstep: Class 4 contains 195208 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 8 contains 184311 members 
Mstep: Class 13 contains 165106 members 
Mstep: Class 16 contains 21083 members 
Mstep: Class 19 contains 63364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112336.000000 Penalty: 36654.218750
Iteration 390Q: 12 clusters Score -8.111234e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 13978 members 
Mstep: Class 4 contains 195204 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 8 contains 184327 members 
Mstep: Class 13 contains 165124 members 
Mstep: Class 16 contains 21083 members 
Mstep: Class 19 contains 63350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112232.000000 Penalty: 36654.218750
Iteration 391Q: 12 clusters Score -8.111223e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 13970 members 
Mstep: Class 4 contains 195162 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 8 contains 184357 members 
Mstep: Class 13 contains 165154 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 63340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112280.000000 Penalty: 36654.218750
Iteration 392Q: 12 clusters Score -8.111228e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 13955 members 
Mstep: Class 4 contains 195137 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 8 contains 184398 members 
Mstep: Class 13 contains 165165 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 63330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112392.000000 Penalty: 36654.218750
Iteration 393Q: 12 clusters Score -8.111239e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 2602 members 
Mstep: Class 3 contains 13940 members 
Mstep: Class 4 contains 195107 members 
Mstep: Class 5 contains 6700 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 8 contains 184452 members 
Mstep: Class 13 contains 165171 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 63314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112464.000000 Penalty: 36654.218750
Iteration 394Q: 12 clusters Score -8.111246e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2601 members 
Mstep: Class 3 contains 13931 members 
Mstep: Class 4 contains 195074 members 
Mstep: Class 5 contains 6700 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19621 members 
Mstep: Class 8 contains 184503 members 
Mstep: Class 13 contains 165169 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 63300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112384.000000 Penalty: 36654.218750
Iteration 395Q: 12 clusters Score -8.111238e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 13925 members 
Mstep: Class 4 contains 195042 members 
Mstep: Class 5 contains 6699 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19641 members 
Mstep: Class 8 contains 184551 members 
Mstep: Class 13 contains 165148 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 19 contains 63302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112352.000000 Penalty: 36654.218750
Iteration 396Q: 12 clusters Score -8.111235e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13921 members 
Mstep: Class 4 contains 194998 members 
Mstep: Class 5 contains 6698 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19655 members 
Mstep: Class 8 contains 184615 members 
Mstep: Class 13 contains 165119 members 
Mstep: Class 16 contains 21085 members 
Mstep: Class 19 contains 63313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112312.000000 Penalty: 36654.218750
Iteration 397Q: 12 clusters Score -8.111231e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13915 members 
Mstep: Class 4 contains 194949 members 
Mstep: Class 5 contains 6698 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19671 members 
Mstep: Class 8 contains 184643 members 
Mstep: Class 13 contains 165137 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 19 contains 63314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112312.000000 Penalty: 36654.218750
Iteration 398Q: 12 clusters Score -8.111231e+07 nChanged 332
Entering ConstructFrom: 
Score: -81112312.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (11949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Entering Unmasked Estep 
Score: -1435225.500000 Penalty: 2328.323975
	Iteration 0F: 2 clusters Score -1435226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1426286.875000 Penalty: 4656.647949
	Iteration 0F: 3 clusters Score -1426287 nChanged 5072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1428941.750000 Penalty: 4656.647949
	Iteration 1F: 3 clusters Score -1428942 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1429348.500000 Penalty: 4656.647949
	Iteration 2F: 3 clusters Score -1429348 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1429793.375000 Penalty: 4656.647949
	Iteration 3F: 3 clusters Score -1429793 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1430381.000000 Penalty: 4656.647949
	Iteration 4F: 3 clusters Score -1430381 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1431134.375000 Penalty: 4656.647949
	Iteration 5F: 3 clusters Score -1431134 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1431906.875000 Penalty: 4656.647949
	Iteration 6F: 3 clusters Score -1431907 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1432651.250000 Penalty: 4656.647949
	Iteration 7F: 3 clusters Score -1432651 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9641 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1433238.250000 Penalty: 4656.647949
	Iteration 8F: 3 clusters Score -1433238 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1433643.500000 Penalty: 4656.647949
	Iteration 9Q: 3 clusters Score -1433644 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1433883.750000 Penalty: 4656.647949
	Iteration 10Q: 3 clusters Score -1433884 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1433965.625000 Penalty: 4656.647949
	Iteration 11Q: 3 clusters Score -1433966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1433995.500000 Penalty: 4656.647949
	Iteration 12Q: 3 clusters Score -1433996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1434007.125000 Penalty: 4656.647949
	Iteration 13Q: 3 clusters Score -1434007 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1434019.250000 Penalty: 4656.647949
	Iteration 14Q: 3 clusters Score -1434019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1434024.375000 Penalty: 4656.647949
	Iteration 15Q: 3 clusters Score -1434024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1434024.250000 Penalty: 4656.647949
	Iteration 16Q: 3 clusters Score -1434024 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1434025.500000 Penalty: 4656.647949
	Iteration 17Q: 3 clusters Score -1434026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1434027.500000 Penalty: 4656.647949
	Iteration 18Q: 3 clusters Score -1434028 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1434027.875000 Penalty: 4656.647949
	Iteration 19Q: 3 clusters Score -1434028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1434029.625000 Penalty: 4656.647949
	Iteration 20F: 3 clusters Score -1434030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1434029.250000 Penalty: 4656.647949
	Iteration 21Q: 3 clusters Score -1434029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1434027.250000 Penalty: 4656.647949
	Iteration 22Q: 3 clusters Score -1434027 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1434027.250000 Penalty: 4656.647949
	Iteration 23F: 3 clusters Score -1434027 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Entering Unmasked Estep 
Score: -292243.968750 Penalty: 1949.421631
	Iteration 0F: 2 clusters Score -292244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -289219.843750 Penalty: 3898.843262
	Iteration 0F: 3 clusters Score -289219.8 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -289815.281250 Penalty: 3898.843262
	Iteration 1F: 3 clusters Score -289815.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -289959.062500 Penalty: 3898.843262
	Iteration 2F: 3 clusters Score -289959.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -290056.968750 Penalty: 3898.843262
	Iteration 3Q: 3 clusters Score -290057 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -290114.437500 Penalty: 3898.843262
	Iteration 4Q: 3 clusters Score -290114.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -290154.406250 Penalty: 3898.843262
	Iteration 5Q: 3 clusters Score -290154.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -290188.812500 Penalty: 3898.843262
	Iteration 6Q: 3 clusters Score -290188.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -290216.843750 Penalty: 3898.843262
	Iteration 7Q: 3 clusters Score -290216.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -290233.843750 Penalty: 3898.843262
	Iteration 8Q: 3 clusters Score -290233.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290242.875000 Penalty: 3898.843262
	Iteration 9Q: 3 clusters Score -290242.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -290252.093750 Penalty: 3898.843262
	Iteration 10Q: 3 clusters Score -290252.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -290258.312500 Penalty: 3898.843262
	Iteration 11Q: 3 clusters Score -290258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -290262.250000 Penalty: 3898.843262
	Iteration 12Q: 3 clusters Score -290262.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290263.906250 Penalty: 3898.843262
	Iteration 13Q: 3 clusters Score -290263.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -290263.906250 Penalty: 3898.843262
	Iteration 14F: 3 clusters Score -290263.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Entering Unmasked Estep 
Score: -1720481.875000 Penalty: 2366.027832
	Iteration 0F: 2 clusters Score -1720482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1710213.000000 Penalty: 4732.055664
	Iteration 0F: 3 clusters Score -1710213 nChanged 6027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1713434.250000 Penalty: 4732.055664
	Iteration 1F: 3 clusters Score -1713434 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1713764.000000 Penalty: 4732.055664
	Iteration 2F: 3 clusters Score -1713764 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1713990.375000 Penalty: 4732.055664
	Iteration 3Q: 3 clusters Score -1713990 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1714180.375000 Penalty: 4732.055664
	Iteration 4Q: 3 clusters Score -1714180 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1714367.875000 Penalty: 4732.055664
	Iteration 5Q: 3 clusters Score -1714368 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1714566.500000 Penalty: 4732.055664
	Iteration 6Q: 3 clusters Score -1714566 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1714797.375000 Penalty: 4732.055664
	Iteration 7Q: 3 clusters Score -1714797 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1715116.875000 Penalty: 4732.055664
	Iteration 8Q: 3 clusters Score -1715117 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1715531.875000 Penalty: 4732.055664
	Iteration 9Q: 3 clusters Score -1715532 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1716076.000000 Penalty: 4732.055664
	Iteration 10F: 3 clusters Score -1716076 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1716661.875000 Penalty: 4732.055664
	Iteration 11F: 3 clusters Score -1716662 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1717251.000000 Penalty: 4732.055664
	Iteration 12Q: 3 clusters Score -1717251 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1717671.125000 Penalty: 4732.055664
	Iteration 13Q: 3 clusters Score -1717671 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -1717937.625000 Penalty: 4732.055664
	Iteration 14Q: 3 clusters Score -1717938 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1718105.500000 Penalty: 4732.055664
	Iteration 15Q: 3 clusters Score -1718106 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1718219.000000 Penalty: 4732.055664
	Iteration 16Q: 3 clusters Score -1718219 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -1718277.250000 Penalty: 4732.055664
	Iteration 17Q: 3 clusters Score -1718277 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1718320.000000 Penalty: 4732.055664
	Iteration 18Q: 3 clusters Score -1718320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1718351.250000 Penalty: 4732.055664
	Iteration 19Q: 3 clusters Score -1718351 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -1718370.750000 Penalty: 4732.055664
	Iteration 20F: 3 clusters Score -1718371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -1718380.625000 Penalty: 4732.055664
	Iteration 21Q: 3 clusters Score -1718381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -1718392.375000 Penalty: 4732.055664
	Iteration 22Q: 3 clusters Score -1718392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -1718405.500000 Penalty: 4732.055664
	Iteration 23Q: 3 clusters Score -1718406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -1718415.125000 Penalty: 4732.055664
	Iteration 24Q: 3 clusters Score -1718415 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13662 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -1718421.375000 Penalty: 4732.055664
	Iteration 25Q: 3 clusters Score -1718421 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -1718429.000000 Penalty: 4732.055664
	Iteration 26Q: 3 clusters Score -1718429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13668 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -1718427.750000 Penalty: 4732.055664
	Iteration 27Q: 3 clusters Score -1718428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1718426.625000 Penalty: 4732.055664
	Iteration 28Q: 3 clusters Score -1718427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -1718426.625000 Penalty: 4732.055664
	Iteration 29F: 3 clusters Score -1718427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194884 members 
Entering Unmasked Estep 
Score: -23411854.000000 Penalty: 3020.679688
	Iteration 0F: 2 clusters Score -2.341185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96966 members 
Mstep: Class 2 contains 97918 members 
Entering Unmasked Estep 
Score: -23284306.000000 Penalty: 6041.359375
	Iteration 0F: 3 clusters Score -2.328431e+07 nChanged 93521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87799 members 
Mstep: Class 2 contains 107085 members 
Entering Unmasked Estep 
Score: -23339410.000000 Penalty: 6041.359375
	Iteration 1F: 3 clusters Score -2.333941e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 112716 members 
Entering Unmasked Estep 
Score: -23341480.000000 Penalty: 6041.359375
	Iteration 2Q: 3 clusters Score -2.334148e+07 nChanged 9185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73641 members 
Mstep: Class 2 contains 121243 members 
Entering Unmasked Estep 
Score: -23345742.000000 Penalty: 6041.359375
	Iteration 3Q: 3 clusters Score -2.334574e+07 nChanged 12692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61237 members 
Mstep: Class 2 contains 133647 members 
Entering Unmasked Estep 
Score: -23353760.000000 Penalty: 6041.359375
	Iteration 4F: 3 clusters Score -2.335376e+07 nChanged 16796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44527 members 
Mstep: Class 2 contains 150357 members 
Entering Unmasked Estep 
Score: -23367438.000000 Penalty: 6041.359375
	Iteration 5F: 3 clusters Score -2.336744e+07 nChanged 18627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 168966 members 
Entering Unmasked Estep 
Score: -23384982.000000 Penalty: 6041.359375
	Iteration 6F: 3 clusters Score -2.338498e+07 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 183651 members 
Entering Unmasked Estep 
Score: -23399162.000000 Penalty: 6041.359375
	Iteration 7F: 3 clusters Score -2.339916e+07 nChanged 7292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 190943 members 
Entering Unmasked Estep 
Score: -23406006.000000 Penalty: 6041.359375
	Iteration 8Q: 3 clusters Score -2.340601e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 193360 members 
Entering Unmasked Estep 
Score: -23407960.000000 Penalty: 6041.359375
	Iteration 9Q: 3 clusters Score -2.340796e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 194063 members 
Entering Unmasked Estep 
Score: -23408714.000000 Penalty: 6041.359375
	Iteration 10Q: 3 clusters Score -2.340871e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 194271 members 
Entering Unmasked Estep 
Score: -23408952.000000 Penalty: 6041.359375
	Iteration 11Q: 3 clusters Score -2.340895e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 194332 members 
Entering Unmasked Estep 
Score: -23409084.000000 Penalty: 6041.359375
	Iteration 12Q: 3 clusters Score -2.340908e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 194367 members 
Entering Unmasked Estep 
Score: -23409164.000000 Penalty: 6041.359375
	Iteration 13Q: 3 clusters Score -2.340916e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 194384 members 
Entering Unmasked Estep 
Score: -23409210.000000 Penalty: 6041.359375
	Iteration 14Q: 3 clusters Score -2.340921e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 194400 members 
Entering Unmasked Estep 
Score: -23409246.000000 Penalty: 6041.359375
	Iteration 15Q: 3 clusters Score -2.340925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 194417 members 
Entering Unmasked Estep 
Score: -23409266.000000 Penalty: 6041.359375
	Iteration 16Q: 3 clusters Score -2.340927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 194418 members 
Entering Unmasked Estep 
Score: -23409276.000000 Penalty: 6041.359375
	Iteration 17Q: 3 clusters Score -2.340928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 194421 members 
Entering Unmasked Estep 
Score: -23409306.000000 Penalty: 6041.359375
	Iteration 18Q: 3 clusters Score -2.340931e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 194425 members 
Entering Unmasked Estep 
Score: -23409306.000000 Penalty: 6041.359375
	Iteration 19Q: 3 clusters Score -2.340931e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 194432 members 
Entering Unmasked Estep 
Score: -23409330.000000 Penalty: 6041.359375
	Iteration 20F: 3 clusters Score -2.340933e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 194434 members 
Entering Unmasked Estep 
Score: -23409334.000000 Penalty: 6041.359375
	Iteration 21Q: 3 clusters Score -2.340933e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 194437 members 
Entering Unmasked Estep 
Score: -23409322.000000 Penalty: 6041.359375
	Iteration 22Q: 3 clusters Score -2.340932e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 194440 members 
Entering Unmasked Estep 
Score: -23409324.000000 Penalty: 6041.359375
	Iteration 23Q: 3 clusters Score -2.340932e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 194442 members 
Entering Unmasked Estep 
Score: -23409330.000000 Penalty: 6041.359375
	Iteration 24Q: 3 clusters Score -2.340933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 194440 members 
Entering Unmasked Estep 
Score: -23409350.000000 Penalty: 6041.359375
	Iteration 25Q: 3 clusters Score -2.340935e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 194438 members 
Entering Unmasked Estep 
Score: -23409348.000000 Penalty: 6041.359375
	Iteration 26Q: 3 clusters Score -2.340935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 194438 members 
Entering Unmasked Estep 
Score: -23409346.000000 Penalty: 6041.359375
	Iteration 27Q: 3 clusters Score -2.340935e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 194436 members 
Entering Unmasked Estep 
Score: -23409348.000000 Penalty: 6041.359375
	Iteration 28Q: 3 clusters Score -2.340935e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 194435 members 
Entering Unmasked Estep 
Score: -23409354.000000 Penalty: 6041.359375
	Iteration 29Q: 3 clusters Score -2.340935e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 194435 members 
Entering Unmasked Estep 
Score: -23409354.000000 Penalty: 6041.359375
	Iteration 30F: 3 clusters Score -2.340935e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Entering Unmasked Estep 
Score: -772581.125000 Penalty: 2184.771973
	Iteration 0F: 2 clusters Score -772581.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -767097.187500 Penalty: 4369.543945
	Iteration 0F: 3 clusters Score -767097.2 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -768671.437500 Penalty: 4369.543945
	Iteration 1F: 3 clusters Score -768671.4 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -769156.125000 Penalty: 4369.543945
	Iteration 2F: 3 clusters Score -769156.1 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -769555.625000 Penalty: 4369.543945
	Iteration 3F: 3 clusters Score -769555.6 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -769884.250000 Penalty: 4369.543945
	Iteration 4F: 3 clusters Score -769884.2 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -770175.375000 Penalty: 4369.543945
	Iteration 5F: 3 clusters Score -770175.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -770400.500000 Penalty: 4369.543945
	Iteration 6Q: 3 clusters Score -770400.5 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -770589.500000 Penalty: 4369.543945
	Iteration 7Q: 3 clusters Score -770589.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -770724.125000 Penalty: 4369.543945
	Iteration 8Q: 3 clusters Score -770724.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -770852.437500 Penalty: 4369.543945
	Iteration 9Q: 3 clusters Score -770852.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -770960.312500 Penalty: 4369.543945
	Iteration 10Q: 3 clusters Score -770960.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -771041.375000 Penalty: 4369.543945
	Iteration 11Q: 3 clusters Score -771041.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -771096.500000 Penalty: 4369.543945
	Iteration 12Q: 3 clusters Score -771096.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -771146.062500 Penalty: 4369.543945
	Iteration 13Q: 3 clusters Score -771146.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -771183.625000 Penalty: 4369.543945
	Iteration 14Q: 3 clusters Score -771183.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -771218.250000 Penalty: 4369.543945
	Iteration 15Q: 3 clusters Score -771218.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -771243.562500 Penalty: 4369.543945
	Iteration 16Q: 3 clusters Score -771243.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -771260.250000 Penalty: 4369.543945
	Iteration 17Q: 3 clusters Score -771260.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -771277.875000 Penalty: 4369.543945
	Iteration 18Q: 3 clusters Score -771277.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -771288.687500 Penalty: 4369.543945
	Iteration 19Q: 3 clusters Score -771288.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -771301.062500 Penalty: 4369.543945
	Iteration 20F: 3 clusters Score -771301.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -771317.875000 Penalty: 4369.543945
	Iteration 21Q: 3 clusters Score -771317.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -771328.812500 Penalty: 4369.543945
	Iteration 22Q: 3 clusters Score -771328.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -771342.875000 Penalty: 4369.543945
	Iteration 23Q: 3 clusters Score -771342.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -771355.000000 Penalty: 4369.543945
	Iteration 24Q: 3 clusters Score -771355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -771364.812500 Penalty: 4369.543945
	Iteration 25Q: 3 clusters Score -771364.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -771374.000000 Penalty: 4369.543945
	Iteration 26Q: 3 clusters Score -771374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -771380.562500 Penalty: 4369.543945
	Iteration 27Q: 3 clusters Score -771380.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -771383.437500 Penalty: 4369.543945
	Iteration 28Q: 3 clusters Score -771383.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -771386.125000 Penalty: 4369.543945
	Iteration 29Q: 3 clusters Score -771386.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -771390.875000 Penalty: 4369.543945
	Iteration 30Q: 3 clusters Score -771390.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -771391.000000 Penalty: 4369.543945
	Iteration 31Q: 3 clusters Score -771391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -771391.000000 Penalty: 4369.543945
	Iteration 32F: 3 clusters Score -771391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -43421.167969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -43421.17 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 236 members 
Entering Unmasked Estep 
Score: -42050.949219 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -42050.95 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42223.628906 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -42223.63 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42275.671875 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -42275.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -42291.500000 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -42291.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42300.671875 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -42300.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -42312.261719 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -42312.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42317.285156 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -42317.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -42317.285156 Penalty: 3021.289795
	Iteration 7F: 3 clusters Score -42317.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19682 members 
Entering Unmasked Estep 
Score: -2389264.500000 Penalty: 2452.090088
	Iteration 0F: 2 clusters Score -2389264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -2375449.750000 Penalty: 4904.180176
	Iteration 0F: 3 clusters Score -2375450 nChanged 8675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2380362.750000 Penalty: 4904.180176
	Iteration 1F: 3 clusters Score -2380363 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2381457.750000 Penalty: 4904.180176
	Iteration 2F: 3 clusters Score -2381458 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2382785.000000 Penalty: 4904.180176
	Iteration 3F: 3 clusters Score -2382785 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2384332.000000 Penalty: 4904.180176
	Iteration 4F: 3 clusters Score -2384332 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2385901.750000 Penalty: 4904.180176
	Iteration 5F: 3 clusters Score -2385902 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2387379.000000 Penalty: 4904.180176
	Iteration 6F: 3 clusters Score -2387379 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -2388161.750000 Penalty: 4904.180176
	Iteration 7Q: 3 clusters Score -2388162 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2388386.750000 Penalty: 4904.180176
	Iteration 8Q: 3 clusters Score -2388387 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2388453.500000 Penalty: 4904.180176
	Iteration 9Q: 3 clusters Score -2388454 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2388467.500000 Penalty: 4904.180176
	Iteration 10Q: 3 clusters Score -2388468 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2388488.250000 Penalty: 4904.180176
	Iteration 11Q: 3 clusters Score -2388488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -2388486.500000 Penalty: 4904.180176
	Iteration 12Q: 3 clusters Score -2388486 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2388487.000000 Penalty: 4904.180176
	Iteration 13Q: 3 clusters Score -2388487 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2388494.500000 Penalty: 4904.180176
	Iteration 14Q: 3 clusters Score -2388494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2388499.000000 Penalty: 4904.180176
	Iteration 15Q: 3 clusters Score -2388499 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2388501.750000 Penalty: 4904.180176
	Iteration 16Q: 3 clusters Score -2388502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -2388509.500000 Penalty: 4904.180176
	Iteration 17Q: 3 clusters Score -2388510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -2388515.000000 Penalty: 4904.180176
	Iteration 18Q: 3 clusters Score -2388515 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -2388513.750000 Penalty: 4904.180176
	Iteration 19Q: 3 clusters Score -2388514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2388518.250000 Penalty: 4904.180176
	Iteration 20F: 3 clusters Score -2388518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2388512.500000 Penalty: 4904.180176
	Iteration 21Q: 3 clusters Score -2388512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2388519.000000 Penalty: 4904.180176
	Iteration 22Q: 3 clusters Score -2388519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2388516.250000 Penalty: 4904.180176
	Iteration 23Q: 3 clusters Score -2388516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2388516.500000 Penalty: 4904.180176
	Iteration 24Q: 3 clusters Score -2388516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 15806 members 
Entering Unmasked Estep 
Score: -2388516.000000 Penalty: 4904.180176
	Iteration 25Q: 3 clusters Score -2388516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2388515.750000 Penalty: 4904.180176
	Iteration 26Q: 3 clusters Score -2388516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2388521.250000 Penalty: 4904.180176
	Iteration 27Q: 3 clusters Score -2388521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -2388517.750000 Penalty: 4904.180176
	Iteration 28Q: 3 clusters Score -2388518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2388518.750000 Penalty: 4904.180176
	Iteration 29Q: 3 clusters Score -2388519 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 15821 members 
Entering Unmasked Estep 
Score: -2388519.500000 Penalty: 4904.180176
	Iteration 30Q: 3 clusters Score -2388520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2388514.500000 Penalty: 4904.180176
	Iteration 31Q: 3 clusters Score -2388514 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -2388517.750000 Penalty: 4904.180176
	Iteration 32Q: 3 clusters Score -2388518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -2388518.500000 Penalty: 4904.180176
	Iteration 33Q: 3 clusters Score -2388518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -2388521.250000 Penalty: 4904.180176
	Iteration 34Q: 3 clusters Score -2388521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2388520.250000 Penalty: 4904.180176
	Iteration 35Q: 3 clusters Score -2388520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2388524.750000 Penalty: 4904.180176
	Iteration 36Q: 3 clusters Score -2388525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -2388521.750000 Penalty: 4904.180176
	Iteration 37Q: 3 clusters Score -2388522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -2388526.000000 Penalty: 4904.180176
	Iteration 38Q: 3 clusters Score -2388526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2388522.000000 Penalty: 4904.180176
	Iteration 39Q: 3 clusters Score -2388522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2388522.000000 Penalty: 4904.180176
	Iteration 40F: 3 clusters Score -2388522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2388523.250000 Penalty: 4904.180176
	Iteration 41Q: 3 clusters Score -2388523 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2388525.750000 Penalty: 4904.180176
	Iteration 42Q: 3 clusters Score -2388526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -2388526.000000 Penalty: 4904.180176
	Iteration 43Q: 3 clusters Score -2388526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2388522.500000 Penalty: 4904.180176
	Iteration 44Q: 3 clusters Score -2388522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2388525.000000 Penalty: 4904.180176
	Iteration 45Q: 3 clusters Score -2388525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2388526.000000 Penalty: 4904.180176
	Iteration 46Q: 3 clusters Score -2388526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2388526.000000 Penalty: 4904.180176
	Iteration 47F: 3 clusters Score -2388526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (184705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184705 members 
Entering Unmasked Estep 
Score: -22306052.000000 Penalty: 3007.375732
	Iteration 0F: 2 clusters Score -2.230605e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92480 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -22184958.000000 Penalty: 6014.751465
	Iteration 0F: 3 clusters Score -2.218496e+07 nChanged 88847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94665 members 
Mstep: Class 2 contains 90040 members 
Entering Unmasked Estep 
Score: -22236666.000000 Penalty: 6014.751465
	Iteration 1F: 3 clusters Score -2.223667e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95763 members 
Mstep: Class 2 contains 88942 members 
Entering Unmasked Estep 
Score: -22237810.000000 Penalty: 6014.751465
	Iteration 2Q: 3 clusters Score -2.223781e+07 nChanged 5624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97539 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -22238978.000000 Penalty: 6014.751465
	Iteration 3Q: 3 clusters Score -2.223898e+07 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100264 members 
Mstep: Class 2 contains 84441 members 
Entering Unmasked Estep 
Score: -22240762.000000 Penalty: 6014.751465
	Iteration 4Q: 3 clusters Score -2.224076e+07 nChanged 6763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104313 members 
Mstep: Class 2 contains 80392 members 
Entering Unmasked Estep 
Score: -22243178.000000 Penalty: 6014.751465
	Iteration 5Q: 3 clusters Score -2.224318e+07 nChanged 8151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110290 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -22246848.000000 Penalty: 6014.751465
	Iteration 6Q: 3 clusters Score -2.224685e+07 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118723 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -22252748.000000 Penalty: 6014.751465
	Iteration 7F: 3 clusters Score -2.225275e+07 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129880 members 
Mstep: Class 2 contains 54825 members 
Entering Unmasked Estep 
Score: -22261454.000000 Penalty: 6014.751465
	Iteration 8F: 3 clusters Score -2.226145e+07 nChanged 12844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142074 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -22272298.000000 Penalty: 6014.751465
	Iteration 9F: 3 clusters Score -2.22723e+07 nChanged 11653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -22281932.000000 Penalty: 6014.751465
	Iteration 10F: 3 clusters Score -2.228193e+07 nChanged 9010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162025 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -22288584.000000 Penalty: 6014.751465
	Iteration 11Q: 3 clusters Score -2.228858e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168371 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -22293208.000000 Penalty: 6014.751465
	Iteration 12Q: 3 clusters Score -2.229321e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173157 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -22296552.000000 Penalty: 6014.751465
	Iteration 13Q: 3 clusters Score -2.229655e+07 nChanged 3523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176656 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -22298810.000000 Penalty: 6014.751465
	Iteration 14Q: 3 clusters Score -2.229881e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179300 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -22300498.000000 Penalty: 6014.751465
	Iteration 15Q: 3 clusters Score -2.23005e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181074 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -22301512.000000 Penalty: 6014.751465
	Iteration 16Q: 3 clusters Score -2.230151e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182247 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -22302256.000000 Penalty: 6014.751465
	Iteration 17Q: 3 clusters Score -2.230226e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182958 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -22302634.000000 Penalty: 6014.751465
	Iteration 18Q: 3 clusters Score -2.230263e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183403 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -22302842.000000 Penalty: 6014.751465
	Iteration 19Q: 3 clusters Score -2.230284e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183681 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -22303028.000000 Penalty: 6014.751465
	Iteration 20F: 3 clusters Score -2.230303e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183836 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -22303066.000000 Penalty: 6014.751465
	Iteration 21Q: 3 clusters Score -2.230307e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183941 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -22303186.000000 Penalty: 6014.751465
	Iteration 22Q: 3 clusters Score -2.230319e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184002 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -22303252.000000 Penalty: 6014.751465
	Iteration 23Q: 3 clusters Score -2.230325e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184055 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22303282.000000 Penalty: 6014.751465
	Iteration 24Q: 3 clusters Score -2.230328e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184081 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -22303288.000000 Penalty: 6014.751465
	Iteration 25Q: 3 clusters Score -2.230329e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184104 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -22303312.000000 Penalty: 6014.751465
	Iteration 26Q: 3 clusters Score -2.230331e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184116 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -22303322.000000 Penalty: 6014.751465
	Iteration 27Q: 3 clusters Score -2.230332e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184132 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22303340.000000 Penalty: 6014.751465
	Iteration 28Q: 3 clusters Score -2.230334e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -22303350.000000 Penalty: 6014.751465
	Iteration 29Q: 3 clusters Score -2.230335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184157 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -22303384.000000 Penalty: 6014.751465
	Iteration 30Q: 3 clusters Score -2.230338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184161 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -22303400.000000 Penalty: 6014.751465
	Iteration 31Q: 3 clusters Score -2.23034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184172 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -22303416.000000 Penalty: 6014.751465
	Iteration 32Q: 3 clusters Score -2.230342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184179 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -22303424.000000 Penalty: 6014.751465
	Iteration 33Q: 3 clusters Score -2.230342e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184184 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -22303434.000000 Penalty: 6014.751465
	Iteration 34Q: 3 clusters Score -2.230343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184186 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -22303436.000000 Penalty: 6014.751465
	Iteration 35Q: 3 clusters Score -2.230344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184192 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -22303442.000000 Penalty: 6014.751465
	Iteration 36Q: 3 clusters Score -2.230344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184199 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -22303440.000000 Penalty: 6014.751465
	Iteration 37Q: 3 clusters Score -2.230344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184203 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -22303454.000000 Penalty: 6014.751465
	Iteration 38Q: 3 clusters Score -2.230345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22303446.000000 Penalty: 6014.751465
	Iteration 39Q: 3 clusters Score -2.230345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184204 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -22303454.000000 Penalty: 6014.751465
	Iteration 40F: 3 clusters Score -2.230345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184207 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -22303462.000000 Penalty: 6014.751465
	Iteration 41Q: 3 clusters Score -2.230346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184209 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -22303458.000000 Penalty: 6014.751465
	Iteration 42Q: 3 clusters Score -2.230346e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184208 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22303452.000000 Penalty: 6014.751465
	Iteration 43Q: 3 clusters Score -2.230345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184208 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -22303452.000000 Penalty: 6014.751465
	Iteration 44F: 3 clusters Score -2.230345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (165144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165144 members 
Entering Unmasked Estep 
Score: -19943676.000000 Penalty: 2979.614014
	Iteration 0F: 2 clusters Score -1.994368e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82706 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -19835714.000000 Penalty: 5959.228027
	Iteration 0F: 3 clusters Score -1.983571e+07 nChanged 78998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 81556 members 
Entering Unmasked Estep 
Score: -19881156.000000 Penalty: 5959.228027
	Iteration 1F: 3 clusters Score -1.988116e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84371 members 
Mstep: Class 2 contains 80773 members 
Entering Unmasked Estep 
Score: -19881876.000000 Penalty: 5959.228027
	Iteration 2Q: 3 clusters Score -1.988188e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85644 members 
Mstep: Class 2 contains 79500 members 
Entering Unmasked Estep 
Score: -19882596.000000 Penalty: 5959.228027
	Iteration 3Q: 3 clusters Score -1.98826e+07 nChanged 4554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87654 members 
Mstep: Class 2 contains 77490 members 
Entering Unmasked Estep 
Score: -19883660.000000 Penalty: 5959.228027
	Iteration 4Q: 3 clusters Score -1.988366e+07 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90627 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -19885226.000000 Penalty: 5959.228027
	Iteration 5Q: 3 clusters Score -1.988523e+07 nChanged 6164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95139 members 
Mstep: Class 2 contains 70005 members 
Entering Unmasked Estep 
Score: -19887428.000000 Penalty: 5959.228027
	Iteration 6Q: 3 clusters Score -1.988743e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 63543 members 
Entering Unmasked Estep 
Score: -19891540.000000 Penalty: 5959.228027
	Iteration 7Q: 3 clusters Score -1.989154e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110145 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -19898320.000000 Penalty: 5959.228027
	Iteration 8F: 3 clusters Score -1.989832e+07 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120123 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -19907480.000000 Penalty: 5959.228027
	Iteration 9F: 3 clusters Score -1.990748e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129530 members 
Mstep: Class 2 contains 35614 members 
Entering Unmasked Estep 
Score: -19917322.000000 Penalty: 5959.228027
	Iteration 10F: 3 clusters Score -1.991732e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136650 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -19925206.000000 Penalty: 5959.228027
	Iteration 11F: 3 clusters Score -1.992521e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141324 members 
Mstep: Class 2 contains 23820 members 
Entering Unmasked Estep 
Score: -19930338.000000 Penalty: 5959.228027
	Iteration 12Q: 3 clusters Score -1.993034e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144635 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -19933314.000000 Penalty: 5959.228027
	Iteration 13Q: 3 clusters Score -1.993331e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147173 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
Score: -19935166.000000 Penalty: 5959.228027
	Iteration 14Q: 3 clusters Score -1.993517e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149393 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -19936262.000000 Penalty: 5959.228027
	Iteration 15Q: 3 clusters Score -1.993626e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151391 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -19937100.000000 Penalty: 5959.228027
	Iteration 16Q: 3 clusters Score -1.99371e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153219 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -19937828.000000 Penalty: 5959.228027
	Iteration 17Q: 3 clusters Score -1.993783e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154897 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -19938442.000000 Penalty: 5959.228027
	Iteration 18Q: 3 clusters Score -1.993844e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156453 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -19939002.000000 Penalty: 5959.228027
	Iteration 19Q: 3 clusters Score -1.9939e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -19939394.000000 Penalty: 5959.228027
	Iteration 20F: 3 clusters Score -1.993939e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158930 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -19939680.000000 Penalty: 5959.228027
	Iteration 21Q: 3 clusters Score -1.993968e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159903 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -19940006.000000 Penalty: 5959.228027
	Iteration 22Q: 3 clusters Score -1.994001e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -19940230.000000 Penalty: 5959.228027
	Iteration 23Q: 3 clusters Score -1.994023e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161365 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -19940464.000000 Penalty: 5959.228027
	Iteration 24Q: 3 clusters Score -1.994046e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161920 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -19940566.000000 Penalty: 5959.228027
	Iteration 25Q: 3 clusters Score -1.994057e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162360 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -19940720.000000 Penalty: 5959.228027
	Iteration 26Q: 3 clusters Score -1.994072e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162695 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -19940764.000000 Penalty: 5959.228027
	Iteration 27Q: 3 clusters Score -1.994076e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162951 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -19940818.000000 Penalty: 5959.228027
	Iteration 28Q: 3 clusters Score -1.994082e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163172 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -19940840.000000 Penalty: 5959.228027
	Iteration 29Q: 3 clusters Score -1.994084e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163360 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -19940848.000000 Penalty: 5959.228027
	Iteration 30Q: 3 clusters Score -1.994085e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163513 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -19940870.000000 Penalty: 5959.228027
	Iteration 31Q: 3 clusters Score -1.994087e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163629 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -19940932.000000 Penalty: 5959.228027
	Iteration 32Q: 3 clusters Score -1.994093e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163728 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -19940966.000000 Penalty: 5959.228027
	Iteration 33Q: 3 clusters Score -1.994097e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163798 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -19940980.000000 Penalty: 5959.228027
	Iteration 34Q: 3 clusters Score -1.994098e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163849 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -19941040.000000 Penalty: 5959.228027
	Iteration 35Q: 3 clusters Score -1.994104e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -19941048.000000 Penalty: 5959.228027
	Iteration 36Q: 3 clusters Score -1.994105e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163950 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -19941094.000000 Penalty: 5959.228027
	Iteration 37Q: 3 clusters Score -1.994109e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -19941106.000000 Penalty: 5959.228027
	Iteration 38Q: 3 clusters Score -1.994111e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -19941128.000000 Penalty: 5959.228027
	Iteration 39Q: 3 clusters Score -1.994113e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164038 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -19941108.000000 Penalty: 5959.228027
	Iteration 40F: 3 clusters Score -1.994111e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164059 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -19941132.000000 Penalty: 5959.228027
	Iteration 41Q: 3 clusters Score -1.994113e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164075 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -19941140.000000 Penalty: 5959.228027
	Iteration 42Q: 3 clusters Score -1.994114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164090 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -19941130.000000 Penalty: 5959.228027
	Iteration 43Q: 3 clusters Score -1.994113e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164103 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19941132.000000 Penalty: 5959.228027
	Iteration 44Q: 3 clusters Score -1.994113e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164116 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -19941142.000000 Penalty: 5959.228027
	Iteration 45Q: 3 clusters Score -1.994114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164132 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -19941130.000000 Penalty: 5959.228027
	Iteration 46Q: 3 clusters Score -1.994113e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164149 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -19941140.000000 Penalty: 5959.228027
	Iteration 47Q: 3 clusters Score -1.994114e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164164 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19941150.000000 Penalty: 5959.228027
	Iteration 48Q: 3 clusters Score -1.994115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164175 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -19941162.000000 Penalty: 5959.228027
	Iteration 49Q: 3 clusters Score -1.994116e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164185 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -19941166.000000 Penalty: 5959.228027
	Iteration 50Q: 3 clusters Score -1.994117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164191 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -19941178.000000 Penalty: 5959.228027
	Iteration 51Q: 3 clusters Score -1.994118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164197 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -19941170.000000 Penalty: 5959.228027
	Iteration 52Q: 3 clusters Score -1.994117e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164204 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -19941172.000000 Penalty: 5959.228027
	Iteration 53Q: 3 clusters Score -1.994117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164208 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -19941184.000000 Penalty: 5959.228027
	Iteration 54Q: 3 clusters Score -1.994118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19941176.000000 Penalty: 5959.228027
	Iteration 55Q: 3 clusters Score -1.994118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19941184.000000 Penalty: 5959.228027
	Iteration 56Q: 3 clusters Score -1.994118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19941184.000000 Penalty: 5959.228027
	Iteration 57Q: 3 clusters Score -1.994118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164209 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -19941194.000000 Penalty: 5959.228027
	Iteration 58Q: 3 clusters Score -1.994119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164211 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -19941180.000000 Penalty: 5959.228027
	Iteration 59Q: 3 clusters Score -1.994118e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164216 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -19941192.000000 Penalty: 5959.228027
	Iteration 60F: 3 clusters Score -1.994119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164218 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -19941196.000000 Penalty: 5959.228027
	Iteration 61Q: 3 clusters Score -1.99412e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164222 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -19941198.000000 Penalty: 5959.228027
	Iteration 62Q: 3 clusters Score -1.99412e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164229 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -19941202.000000 Penalty: 5959.228027
	Iteration 63Q: 3 clusters Score -1.99412e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164233 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -19941216.000000 Penalty: 5959.228027
	Iteration 64Q: 3 clusters Score -1.994122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164240 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19941228.000000 Penalty: 5959.228027
	Iteration 65Q: 3 clusters Score -1.994123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164245 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19941232.000000 Penalty: 5959.228027
	Iteration 66Q: 3 clusters Score -1.994123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164247 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19941230.000000 Penalty: 5959.228027
	Iteration 67Q: 3 clusters Score -1.994123e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164247 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -19941230.000000 Penalty: 5959.228027
	Iteration 68F: 3 clusters Score -1.994123e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Entering Unmasked Estep 
Score: -2537430.000000 Penalty: 2469.155029
	Iteration 0F: 2 clusters Score -2537430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2522681.250000 Penalty: 4938.310059
	Iteration 0F: 3 clusters Score -2522681 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -2527658.250000 Penalty: 4938.310059
	Iteration 1F: 3 clusters Score -2527658 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -2528301.750000 Penalty: 4938.310059
	Iteration 2F: 3 clusters Score -2528302 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2529006.000000 Penalty: 4938.310059
	Iteration 3F: 3 clusters Score -2529006 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -2529760.500000 Penalty: 4938.310059
	Iteration 4F: 3 clusters Score -2529760 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2530657.500000 Penalty: 4938.310059
	Iteration 5F: 3 clusters Score -2530658 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -2531761.000000 Penalty: 4938.310059
	Iteration 6F: 3 clusters Score -2531761 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2532973.000000 Penalty: 4938.310059
	Iteration 7F: 3 clusters Score -2532973 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2534101.000000 Penalty: 4938.310059
	Iteration 8F: 3 clusters Score -2534101 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2535031.500000 Penalty: 4938.310059
	Iteration 9F: 3 clusters Score -2535032 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2535652.750000 Penalty: 4938.310059
	Iteration 10Q: 3 clusters Score -2535653 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2536041.250000 Penalty: 4938.310059
	Iteration 11Q: 3 clusters Score -2536041 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -2536296.750000 Penalty: 4938.310059
	Iteration 12Q: 3 clusters Score -2536297 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2536459.750000 Penalty: 4938.310059
	Iteration 13Q: 3 clusters Score -2536460 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -2536544.750000 Penalty: 4938.310059
	Iteration 14Q: 3 clusters Score -2536545 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2536590.500000 Penalty: 4938.310059
	Iteration 15Q: 3 clusters Score -2536590 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2536627.000000 Penalty: 4938.310059
	Iteration 16Q: 3 clusters Score -2536627 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -2536647.000000 Penalty: 4938.310059
	Iteration 17Q: 3 clusters Score -2536647 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2536664.250000 Penalty: 4938.310059
	Iteration 18Q: 3 clusters Score -2536664 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 19484 members 
Entering Unmasked Estep 
Score: -2536675.000000 Penalty: 4938.310059
	Iteration 19Q: 3 clusters Score -2536675 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -2536679.500000 Penalty: 4938.310059
	Iteration 20F: 3 clusters Score -2536680 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2536687.750000 Penalty: 4938.310059
	Iteration 21Q: 3 clusters Score -2536688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19540 members 
Entering Unmasked Estep 
Score: -2536692.500000 Penalty: 4938.310059
	Iteration 22Q: 3 clusters Score -2536692 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2536694.500000 Penalty: 4938.310059
	Iteration 23Q: 3 clusters Score -2536694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2536696.750000 Penalty: 4938.310059
	Iteration 24Q: 3 clusters Score -2536697 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -2536703.250000 Penalty: 4938.310059
	Iteration 25Q: 3 clusters Score -2536703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -2536710.750000 Penalty: 4938.310059
	Iteration 26Q: 3 clusters Score -2536711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -2536703.250000 Penalty: 4938.310059
	Iteration 27Q: 3 clusters Score -2536703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 19597 members 
Entering Unmasked Estep 
Score: -2536705.500000 Penalty: 4938.310059
	Iteration 28Q: 3 clusters Score -2536706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -2536709.500000 Penalty: 4938.310059
	Iteration 29Q: 3 clusters Score -2536710 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -2536713.750000 Penalty: 4938.310059
	Iteration 30Q: 3 clusters Score -2536714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -2536718.500000 Penalty: 4938.310059
	Iteration 31Q: 3 clusters Score -2536718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 19623 members 
Entering Unmasked Estep 
Score: -2536719.750000 Penalty: 4938.310059
	Iteration 32Q: 3 clusters Score -2536720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -2536720.750000 Penalty: 4938.310059
	Iteration 33Q: 3 clusters Score -2536721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2536720.250000 Penalty: 4938.310059
	Iteration 34Q: 3 clusters Score -2536720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -2536720.750000 Penalty: 4938.310059
	Iteration 35Q: 3 clusters Score -2536721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -2536722.750000 Penalty: 4938.310059
	Iteration 36Q: 3 clusters Score -2536723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -2536725.500000 Penalty: 4938.310059
	Iteration 37Q: 3 clusters Score -2536726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2536729.000000 Penalty: 4938.310059
	Iteration 38Q: 3 clusters Score -2536729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 19635 members 
Entering Unmasked Estep 
Score: -2536726.500000 Penalty: 4938.310059
	Iteration 39Q: 3 clusters Score -2536726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2536725.000000 Penalty: 4938.310059
	Iteration 40F: 3 clusters Score -2536725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -2536725.000000 Penalty: 4938.310059
	Iteration 41Q: 3 clusters Score -2536725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -2536725.500000 Penalty: 4938.310059
	Iteration 42Q: 3 clusters Score -2536726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2536727.250000 Penalty: 4938.310059
	Iteration 43Q: 3 clusters Score -2536727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2536730.250000 Penalty: 4938.310059
	Iteration 44Q: 3 clusters Score -2536730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2536733.500000 Penalty: 4938.310059
	Iteration 45Q: 3 clusters Score -2536734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -2536735.500000 Penalty: 4938.310059
	Iteration 46Q: 3 clusters Score -2536736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2536728.500000 Penalty: 4938.310059
	Iteration 47Q: 3 clusters Score -2536728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2536728.000000 Penalty: 4938.310059
	Iteration 48Q: 3 clusters Score -2536728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2536728.000000 Penalty: 4938.310059
	Iteration 49Q: 3 clusters Score -2536728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2536728.000000 Penalty: 4938.310059
	Iteration 50F: 3 clusters Score -2536728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63306 members 
Entering Unmasked Estep 
Score: -7445441.000000 Penalty: 2741.822510
	Iteration 0F: 2 clusters Score -7445441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -7402789.500000 Penalty: 5483.645020
	Iteration 0F: 3 clusters Score -7402790 nChanged 29526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30088 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -7419180.500000 Penalty: 5483.645020
	Iteration 1F: 3 clusters Score -7419180 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29289 members 
Mstep: Class 2 contains 34017 members 
Entering Unmasked Estep 
Score: -7419745.500000 Penalty: 5483.645020
	Iteration 2Q: 3 clusters Score -7419746 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -7420486.500000 Penalty: 5483.645020
	Iteration 3Q: 3 clusters Score -7420486 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 37068 members 
Entering Unmasked Estep 
Score: -7421439.500000 Penalty: 5483.645020
	Iteration 4Q: 3 clusters Score -7421440 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -7422871.500000 Penalty: 5483.645020
	Iteration 5Q: 3 clusters Score -7422872 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 43082 members 
Entering Unmasked Estep 
Score: -7425053.000000 Penalty: 5483.645020
	Iteration 6F: 3 clusters Score -7425053 nChanged 4459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 47449 members 
Entering Unmasked Estep 
Score: -7428540.500000 Penalty: 5483.645020
	Iteration 7F: 3 clusters Score -7428540 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 52291 members 
Entering Unmasked Estep 
Score: -7432892.000000 Penalty: 5483.645020
	Iteration 8F: 3 clusters Score -7432892 nChanged 4234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 56513 members 
Entering Unmasked Estep 
Score: -7436908.500000 Penalty: 5483.645020
	Iteration 9F: 3 clusters Score -7436908 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -7439713.000000 Penalty: 5483.645020
	Iteration 10Q: 3 clusters Score -7439713 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -7441377.000000 Penalty: 5483.645020
	Iteration 11Q: 3 clusters Score -7441377 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 62135 members 
Entering Unmasked Estep 
Score: -7442185.000000 Penalty: 5483.645020
	Iteration 12Q: 3 clusters Score -7442185 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 62535 members 
Entering Unmasked Estep 
Score: -7442594.500000 Penalty: 5483.645020
	Iteration 13Q: 3 clusters Score -7442594 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 62715 members 
Entering Unmasked Estep 
Score: -7442764.000000 Penalty: 5483.645020
	Iteration 14Q: 3 clusters Score -7442764 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 62816 members 
Entering Unmasked Estep 
Score: -7442874.500000 Penalty: 5483.645020
	Iteration 15Q: 3 clusters Score -7442874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 62858 members 
Entering Unmasked Estep 
Score: -7442958.000000 Penalty: 5483.645020
	Iteration 16Q: 3 clusters Score -7442958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 62882 members 
Entering Unmasked Estep 
Score: -7442983.000000 Penalty: 5483.645020
	Iteration 17Q: 3 clusters Score -7442983 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 62902 members 
Entering Unmasked Estep 
Score: -7443005.000000 Penalty: 5483.645020
	Iteration 18Q: 3 clusters Score -7443005 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 62915 members 
Entering Unmasked Estep 
Score: -7443044.000000 Penalty: 5483.645020
	Iteration 19Q: 3 clusters Score -7443044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -7443067.500000 Penalty: 5483.645020
	Iteration 20F: 3 clusters Score -7443068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 62938 members 
Entering Unmasked Estep 
Score: -7443086.000000 Penalty: 5483.645020
	Iteration 21Q: 3 clusters Score -7443086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 62945 members 
Entering Unmasked Estep 
Score: -7443098.500000 Penalty: 5483.645020
	Iteration 22Q: 3 clusters Score -7443098 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 62949 members 
Entering Unmasked Estep 
Score: -7443103.500000 Penalty: 5483.645020
	Iteration 23Q: 3 clusters Score -7443104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -7443103.500000 Penalty: 5483.645020
	Iteration 24Q: 3 clusters Score -7443104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 62948 members 
Entering Unmasked Estep 
Score: -7443103.500000 Penalty: 5483.645020
	Iteration 25F: 3 clusters Score -7443104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2593 members 
Mstep: Class 3 contains 13911 members 
Mstep: Class 4 contains 194884 members 
Mstep: Class 5 contains 6698 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19682 members 
Mstep: Class 8 contains 184705 members 
Mstep: Class 13 contains 165144 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 19 contains 63306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112344.000000 Penalty: 36654.218750
Iteration 399Q: 12 clusters Score -8.111234e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13908 members 
Mstep: Class 4 contains 194838 members 
Mstep: Class 5 contains 6698 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19703 members 
Mstep: Class 8 contains 184750 members 
Mstep: Class 13 contains 165138 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 19 contains 63297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112288.000000 Penalty: 36654.218750
Iteration 400F: 12 clusters Score -8.111229e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13901 members 
Mstep: Class 4 contains 194823 members 
Mstep: Class 5 contains 6697 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19727 members 
Mstep: Class 8 contains 184771 members 
Mstep: Class 13 contains 165126 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 19 contains 63290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112320.000000 Penalty: 36654.218750
Iteration 401Q: 12 clusters Score -8.111232e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13895 members 
Mstep: Class 4 contains 194803 members 
Mstep: Class 5 contains 6695 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19749 members 
Mstep: Class 8 contains 184787 members 
Mstep: Class 13 contains 165114 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 63291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112424.000000 Penalty: 36654.218750
Iteration 402Q: 12 clusters Score -8.111242e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13885 members 
Mstep: Class 4 contains 194797 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19762 members 
Mstep: Class 8 contains 184817 members 
Mstep: Class 13 contains 165090 members 
Mstep: Class 16 contains 21080 members 
Mstep: Class 19 contains 63294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112520.000000 Penalty: 36654.218750
Iteration 403Q: 12 clusters Score -8.111252e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13882 members 
Mstep: Class 4 contains 194799 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19779 members 
Mstep: Class 8 contains 184844 members 
Mstep: Class 13 contains 165046 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 63295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112440.000000 Penalty: 36654.218750
Iteration 404Q: 12 clusters Score -8.111244e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13875 members 
Mstep: Class 4 contains 194800 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19802 members 
Mstep: Class 8 contains 184858 members 
Mstep: Class 13 contains 165009 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 19 contains 63300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112432.000000 Penalty: 36654.218750
Iteration 405Q: 12 clusters Score -8.111243e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13868 members 
Mstep: Class 4 contains 194815 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19818 members 
Mstep: Class 8 contains 184873 members 
Mstep: Class 13 contains 164982 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 63300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112456.000000 Penalty: 36654.218750
Iteration 406Q: 12 clusters Score -8.111246e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13861 members 
Mstep: Class 4 contains 194814 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19838 members 
Mstep: Class 8 contains 184895 members 
Mstep: Class 13 contains 164948 members 
Mstep: Class 16 contains 21077 members 
Mstep: Class 19 contains 63302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112400.000000 Penalty: 36654.218750
Iteration 407Q: 12 clusters Score -8.11124e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13859 members 
Mstep: Class 4 contains 194831 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19860 members 
Mstep: Class 8 contains 184908 members 
Mstep: Class 13 contains 164904 members 
Mstep: Class 16 contains 21077 members 
Mstep: Class 19 contains 63305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112288.000000 Penalty: 36654.218750
Iteration 408Q: 12 clusters Score -8.111229e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13852 members 
Mstep: Class 4 contains 194833 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19882 members 
Mstep: Class 8 contains 184940 members 
Mstep: Class 13 contains 164860 members 
Mstep: Class 16 contains 21079 members 
Mstep: Class 19 contains 63305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112320.000000 Penalty: 36654.218750
Iteration 409Q: 12 clusters Score -8.111232e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13845 members 
Mstep: Class 4 contains 194836 members 
Mstep: Class 5 contains 6694 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19907 members 
Mstep: Class 8 contains 184964 members 
Mstep: Class 13 contains 164823 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 19 contains 63299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112448.000000 Penalty: 36654.218750
Iteration 410Q: 12 clusters Score -8.111245e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13839 members 
Mstep: Class 4 contains 194838 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19927 members 
Mstep: Class 8 contains 184993 members 
Mstep: Class 13 contains 164782 members 
Mstep: Class 16 contains 21079 members 
Mstep: Class 19 contains 63292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112456.000000 Penalty: 36654.218750
Iteration 411Q: 12 clusters Score -8.111246e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13837 members 
Mstep: Class 4 contains 194870 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19934 members 
Mstep: Class 8 contains 184978 members 
Mstep: Class 13 contains 164771 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 63282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112392.000000 Penalty: 36654.218750
Iteration 412Q: 12 clusters Score -8.111239e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13836 members 
Mstep: Class 4 contains 194899 members 
Mstep: Class 5 contains 6693 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19937 members 
Mstep: Class 8 contains 184971 members 
Mstep: Class 13 contains 164767 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 19 contains 63268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112416.000000 Penalty: 36654.218750
Iteration 413Q: 12 clusters Score -8.111242e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13830 members 
Mstep: Class 4 contains 194919 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19945 members 
Mstep: Class 8 contains 184963 members 
Mstep: Class 13 contains 164761 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 63257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112520.000000 Penalty: 36654.218750
Iteration 414Q: 12 clusters Score -8.111252e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13829 members 
Mstep: Class 4 contains 194934 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19962 members 
Mstep: Class 8 contains 184952 members 
Mstep: Class 13 contains 164746 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 63254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112512.000000 Penalty: 36654.218750
Iteration 415Q: 12 clusters Score -8.111251e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13826 members 
Mstep: Class 4 contains 194949 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19965 members 
Mstep: Class 8 contains 184956 members 
Mstep: Class 13 contains 164738 members 
Mstep: Class 16 contains 21069 members 
Mstep: Class 19 contains 63243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112512.000000 Penalty: 36654.218750
Iteration 416Q: 12 clusters Score -8.111251e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13819 members 
Mstep: Class 4 contains 194954 members 
Mstep: Class 5 contains 6692 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19965 members 
Mstep: Class 8 contains 184970 members 
Mstep: Class 13 contains 164724 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 63238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112480.000000 Penalty: 36654.218750
Iteration 417Q: 12 clusters Score -8.111248e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13814 members 
Mstep: Class 4 contains 194948 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19970 members 
Mstep: Class 8 contains 184991 members 
Mstep: Class 13 contains 164706 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 19 contains 63236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112480.000000 Penalty: 36654.218750
Iteration 418Q: 12 clusters Score -8.111248e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13810 members 
Mstep: Class 4 contains 194952 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19975 members 
Mstep: Class 8 contains 185026 members 
Mstep: Class 13 contains 164668 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 63230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112392.000000 Penalty: 36654.218750
Iteration 419Q: 12 clusters Score -8.111239e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13804 members 
Mstep: Class 4 contains 194971 members 
Mstep: Class 5 contains 6691 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19978 members 
Mstep: Class 8 contains 185048 members 
Mstep: Class 13 contains 164633 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 63220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112328.000000 Penalty: 36654.218750
Iteration 420F: 12 clusters Score -8.111233e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11945 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13796 members 
Mstep: Class 4 contains 194961 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19979 members 
Mstep: Class 8 contains 185077 members 
Mstep: Class 13 contains 164619 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 19 contains 63219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112272.000000 Penalty: 36654.218750
Iteration 421Q: 12 clusters Score -8.111227e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13791 members 
Mstep: Class 4 contains 194972 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19981 members 
Mstep: Class 8 contains 185106 members 
Mstep: Class 13 contains 164606 members 
Mstep: Class 16 contains 21073 members 
Mstep: Class 19 contains 63210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112352.000000 Penalty: 36654.218750
Iteration 422Q: 12 clusters Score -8.111235e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13785 members 
Mstep: Class 4 contains 194963 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 19990 members 
Mstep: Class 8 contains 185141 members 
Mstep: Class 13 contains 164584 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 63202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112344.000000 Penalty: 36654.218750
Iteration 423Q: 12 clusters Score -8.111234e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13777 members 
Mstep: Class 4 contains 194979 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20006 members 
Mstep: Class 8 contains 185174 members 
Mstep: Class 13 contains 164539 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 63192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112360.000000 Penalty: 36654.218750
Iteration 424Q: 12 clusters Score -8.111236e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13766 members 
Mstep: Class 4 contains 195005 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20017 members 
Mstep: Class 8 contains 185213 members 
Mstep: Class 13 contains 164494 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 19 contains 63183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112296.000000 Penalty: 36654.218750
Iteration 425Q: 12 clusters Score -8.11123e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11911 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13761 members 
Mstep: Class 4 contains 195003 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20028 members 
Mstep: Class 8 contains 185243 members 
Mstep: Class 13 contains 164467 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 63182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112448.000000 Penalty: 36654.218750
Iteration 426Q: 12 clusters Score -8.111245e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13760 members 
Mstep: Class 4 contains 194988 members 
Mstep: Class 5 contains 6690 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20035 members 
Mstep: Class 8 contains 185298 members 
Mstep: Class 13 contains 164433 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 19 contains 63178 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112528.000000 Penalty: 36654.218750
Iteration 427Q: 12 clusters Score -8.111253e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13753 members 
Mstep: Class 4 contains 195016 members 
Mstep: Class 5 contains 6689 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20047 members 
Mstep: Class 8 contains 185343 members 
Mstep: Class 13 contains 164380 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 19 contains 63162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112496.000000 Penalty: 36654.218750
Iteration 428Q: 12 clusters Score -8.11125e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13742 members 
Mstep: Class 4 contains 195021 members 
Mstep: Class 5 contains 6687 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20054 members 
Mstep: Class 8 contains 185400 members 
Mstep: Class 13 contains 164328 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 19 contains 63154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112584.000000 Penalty: 36654.218750
Iteration 429Q: 12 clusters Score -8.111258e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13738 members 
Mstep: Class 4 contains 195030 members 
Mstep: Class 5 contains 6685 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20079 members 
Mstep: Class 8 contains 185450 members 
Mstep: Class 13 contains 164248 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 63157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112504.000000 Penalty: 36654.218750
Iteration 430Q: 12 clusters Score -8.11125e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13732 members 
Mstep: Class 4 contains 195062 members 
Mstep: Class 5 contains 6681 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20101 members 
Mstep: Class 8 contains 185481 members 
Mstep: Class 13 contains 164182 members 
Mstep: Class 16 contains 21067 members 
Mstep: Class 19 contains 63156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112456.000000 Penalty: 36654.218750
Iteration 431Q: 12 clusters Score -8.111246e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13725 members 
Mstep: Class 4 contains 195083 members 
Mstep: Class 5 contains 6679 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20113 members 
Mstep: Class 8 contains 185503 members 
Mstep: Class 13 contains 164143 members 
Mstep: Class 16 contains 21068 members 
Mstep: Class 19 contains 63152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112344.000000 Penalty: 36654.218750
Iteration 432Q: 12 clusters Score -8.111234e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13712 members 
Mstep: Class 4 contains 195077 members 
Mstep: Class 5 contains 6677 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20128 members 
Mstep: Class 8 contains 185569 members 
Mstep: Class 13 contains 164093 members 
Mstep: Class 16 contains 21066 members 
Mstep: Class 19 contains 63151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112400.000000 Penalty: 36654.218750
Iteration 433Q: 12 clusters Score -8.11124e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13707 members 
Mstep: Class 4 contains 195094 members 
Mstep: Class 5 contains 6676 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20139 members 
Mstep: Class 8 contains 185620 members 
Mstep: Class 13 contains 164044 members 
Mstep: Class 16 contains 21064 members 
Mstep: Class 19 contains 63138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112272.000000 Penalty: 36654.218750
Iteration 434Q: 12 clusters Score -8.111227e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13704 members 
Mstep: Class 4 contains 195094 members 
Mstep: Class 5 contains 6675 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20154 members 
Mstep: Class 8 contains 185686 members 
Mstep: Class 13 contains 163987 members 
Mstep: Class 16 contains 21065 members 
Mstep: Class 19 contains 63126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112360.000000 Penalty: 36654.218750
Iteration 435Q: 12 clusters Score -8.111236e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13700 members 
Mstep: Class 4 contains 195059 members 
Mstep: Class 5 contains 6674 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20177 members 
Mstep: Class 8 contains 185741 members 
Mstep: Class 13 contains 163960 members 
Mstep: Class 16 contains 21065 members 
Mstep: Class 19 contains 63119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112440.000000 Penalty: 36654.218750
Iteration 436Q: 12 clusters Score -8.111244e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13692 members 
Mstep: Class 4 contains 195041 members 
Mstep: Class 5 contains 6671 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20193 members 
Mstep: Class 8 contains 185766 members 
Mstep: Class 13 contains 163961 members 
Mstep: Class 16 contains 21065 members 
Mstep: Class 19 contains 63111 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112408.000000 Penalty: 36654.218750
Iteration 437Q: 12 clusters Score -8.111241e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13687 members 
Mstep: Class 4 contains 195028 members 
Mstep: Class 5 contains 6667 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20207 members 
Mstep: Class 8 contains 185791 members 
Mstep: Class 13 contains 163951 members 
Mstep: Class 16 contains 21066 members 
Mstep: Class 19 contains 63110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112520.000000 Penalty: 36654.218750
Iteration 438Q: 12 clusters Score -8.111252e+07 nChanged 382
Entering ConstructFrom: 
Score: -81112520.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (11852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Entering Unmasked Estep 
Score: -1423940.375000 Penalty: 2326.302490
	Iteration 0F: 2 clusters Score -1423940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -1415075.750000 Penalty: 4652.604980
	Iteration 0F: 3 clusters Score -1415076 nChanged 4998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1417701.750000 Penalty: 4652.604980
	Iteration 1F: 3 clusters Score -1417702 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1418029.875000 Penalty: 4652.604980
	Iteration 2F: 3 clusters Score -1418030 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1418237.000000 Penalty: 4652.604980
	Iteration 3Q: 3 clusters Score -1418237 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1418381.250000 Penalty: 4652.604980
	Iteration 4Q: 3 clusters Score -1418381 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1418525.250000 Penalty: 4652.604980
	Iteration 5Q: 3 clusters Score -1418525 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1418667.750000 Penalty: 4652.604980
	Iteration 6Q: 3 clusters Score -1418668 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1418854.250000 Penalty: 4652.604980
	Iteration 7Q: 3 clusters Score -1418854 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1419118.500000 Penalty: 4652.604980
	Iteration 8Q: 3 clusters Score -1419118 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1419415.875000 Penalty: 4652.604980
	Iteration 9Q: 3 clusters Score -1419416 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1419728.250000 Penalty: 4652.604980
	Iteration 10Q: 3 clusters Score -1419728 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1420041.500000 Penalty: 4652.604980
	Iteration 11Q: 3 clusters Score -1420042 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1420345.250000 Penalty: 4652.604980
	Iteration 12Q: 3 clusters Score -1420345 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1420668.375000 Penalty: 4652.604980
	Iteration 13Q: 3 clusters Score -1420668 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -1421013.375000 Penalty: 4652.604980
	Iteration 14Q: 3 clusters Score -1421013 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1421328.500000 Penalty: 4652.604980
	Iteration 15Q: 3 clusters Score -1421328 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1421591.250000 Penalty: 4652.604980
	Iteration 16Q: 3 clusters Score -1421591 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1421782.250000 Penalty: 4652.604980
	Iteration 17Q: 3 clusters Score -1421782 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1421922.500000 Penalty: 4652.604980
	Iteration 18Q: 3 clusters Score -1421922 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1422026.375000 Penalty: 4652.604980
	Iteration 19Q: 3 clusters Score -1422026 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1422117.875000 Penalty: 4652.604980
	Iteration 20F: 3 clusters Score -1422118 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1422199.750000 Penalty: 4652.604980
	Iteration 21Q: 3 clusters Score -1422200 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1422257.250000 Penalty: 4652.604980
	Iteration 22Q: 3 clusters Score -1422257 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1422326.625000 Penalty: 4652.604980
	Iteration 23Q: 3 clusters Score -1422327 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1422396.250000 Penalty: 4652.604980
	Iteration 24Q: 3 clusters Score -1422396 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1422440.375000 Penalty: 4652.604980
	Iteration 25Q: 3 clusters Score -1422440 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1422476.750000 Penalty: 4652.604980
	Iteration 26Q: 3 clusters Score -1422477 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -1422503.375000 Penalty: 4652.604980
	Iteration 27Q: 3 clusters Score -1422503 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -1422527.750000 Penalty: 4652.604980
	Iteration 28Q: 3 clusters Score -1422528 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1422547.250000 Penalty: 4652.604980
	Iteration 29Q: 3 clusters Score -1422547 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -1422559.250000 Penalty: 4652.604980
	Iteration 30Q: 3 clusters Score -1422559 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1422565.625000 Penalty: 4652.604980
	Iteration 31Q: 3 clusters Score -1422566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1422571.625000 Penalty: 4652.604980
	Iteration 32Q: 3 clusters Score -1422572 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1422576.750000 Penalty: 4652.604980
	Iteration 33Q: 3 clusters Score -1422577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -1422578.750000 Penalty: 4652.604980
	Iteration 34Q: 3 clusters Score -1422579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1422575.750000 Penalty: 4652.604980
	Iteration 35Q: 3 clusters Score -1422576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -1422580.875000 Penalty: 4652.604980
	Iteration 36Q: 3 clusters Score -1422581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1422580.500000 Penalty: 4652.604980
	Iteration 37Q: 3 clusters Score -1422580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1422580.500000 Penalty: 4652.604980
	Iteration 38Q: 3 clusters Score -1422580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1422579.625000 Penalty: 4652.604980
	Iteration 39Q: 3 clusters Score -1422580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1422580.125000 Penalty: 4652.604980
	Iteration 40F: 3 clusters Score -1422580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -1422583.750000 Penalty: 4652.604980
	Iteration 41Q: 3 clusters Score -1422584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1422585.875000 Penalty: 4652.604980
	Iteration 42Q: 3 clusters Score -1422586 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1422585.875000 Penalty: 4652.604980
	Iteration 43F: 3 clusters Score -1422586 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -292713.625000 Penalty: 1949.803833
	Iteration 0F: 2 clusters Score -292713.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -289716.562500 Penalty: 3899.607666
	Iteration 0F: 3 clusters Score -289716.6 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -290241.437500 Penalty: 3899.607666
	Iteration 1F: 3 clusters Score -290241.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -290385.718750 Penalty: 3899.607666
	Iteration 2F: 3 clusters Score -290385.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -290477.312500 Penalty: 3899.607666
	Iteration 3Q: 3 clusters Score -290477.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -290541.937500 Penalty: 3899.607666
	Iteration 4Q: 3 clusters Score -290541.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -290578.937500 Penalty: 3899.607666
	Iteration 5Q: 3 clusters Score -290578.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -290610.375000 Penalty: 3899.607666
	Iteration 6Q: 3 clusters Score -290610.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -290640.500000 Penalty: 3899.607666
	Iteration 7Q: 3 clusters Score -290640.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -290663.437500 Penalty: 3899.607666
	Iteration 8Q: 3 clusters Score -290663.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -290687.406250 Penalty: 3899.607666
	Iteration 9Q: 3 clusters Score -290687.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -290714.468750 Penalty: 3899.607666
	Iteration 10Q: 3 clusters Score -290714.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -290765.156250 Penalty: 3899.607666
	Iteration 11Q: 3 clusters Score -290765.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -290811.531250 Penalty: 3899.607666
	Iteration 12Q: 3 clusters Score -290811.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -290841.437500 Penalty: 3899.607666
	Iteration 13Q: 3 clusters Score -290841.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -290866.531250 Penalty: 3899.607666
	Iteration 14Q: 3 clusters Score -290866.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -290879.375000 Penalty: 3899.607666
	Iteration 15Q: 3 clusters Score -290879.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -290890.343750 Penalty: 3899.607666
	Iteration 16Q: 3 clusters Score -290890.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -290899.156250 Penalty: 3899.607666
	Iteration 17Q: 3 clusters Score -290899.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -290907.312500 Penalty: 3899.607666
	Iteration 18Q: 3 clusters Score -290907.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -290914.031250 Penalty: 3899.607666
	Iteration 19Q: 3 clusters Score -290914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -290920.343750 Penalty: 3899.607666
	Iteration 20F: 3 clusters Score -290920.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -290925.062500 Penalty: 3899.607666
	Iteration 21Q: 3 clusters Score -290925.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -290929.000000 Penalty: 3899.607666
	Iteration 22Q: 3 clusters Score -290929 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -290930.968750 Penalty: 3899.607666
	Iteration 23Q: 3 clusters Score -290931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -290932.312500 Penalty: 3899.607666
	Iteration 24Q: 3 clusters Score -290932.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -290936.250000 Penalty: 3899.607666
	Iteration 25Q: 3 clusters Score -290936.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -290938.093750 Penalty: 3899.607666
	Iteration 26Q: 3 clusters Score -290938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -290939.375000 Penalty: 3899.607666
	Iteration 27Q: 3 clusters Score -290939.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -290939.875000 Penalty: 3899.607666
	Iteration 28Q: 3 clusters Score -290939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -290941.250000 Penalty: 3899.607666
	Iteration 29Q: 3 clusters Score -290941.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -290943.687500 Penalty: 3899.607666
	Iteration 30Q: 3 clusters Score -290943.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -290944.625000 Penalty: 3899.607666
	Iteration 31Q: 3 clusters Score -290944.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -290946.281250 Penalty: 3899.607666
	Iteration 32Q: 3 clusters Score -290946.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -290947.156250 Penalty: 3899.607666
	Iteration 33Q: 3 clusters Score -290947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -290947.437500 Penalty: 3899.607666
	Iteration 34Q: 3 clusters Score -290947.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -290948.718750 Penalty: 3899.607666
	Iteration 35Q: 3 clusters Score -290948.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -290948.718750 Penalty: 3899.607666
	Iteration 36F: 3 clusters Score -290948.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Entering Unmasked Estep 
Score: -1692862.250000 Penalty: 2361.911377
	Iteration 0F: 2 clusters Score -1692862 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -1682682.125000 Penalty: 4723.822754
	Iteration 0F: 3 clusters Score -1682682 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -1685867.125000 Penalty: 4723.822754
	Iteration 1F: 3 clusters Score -1685867 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1686153.875000 Penalty: 4723.822754
	Iteration 2F: 3 clusters Score -1686154 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1686366.375000 Penalty: 4723.822754
	Iteration 3Q: 3 clusters Score -1686366 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1686529.750000 Penalty: 4723.822754
	Iteration 4Q: 3 clusters Score -1686530 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1686645.000000 Penalty: 4723.822754
	Iteration 5Q: 3 clusters Score -1686645 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1686732.500000 Penalty: 4723.822754
	Iteration 6Q: 3 clusters Score -1686732 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1686831.000000 Penalty: 4723.822754
	Iteration 7Q: 3 clusters Score -1686831 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -1686913.375000 Penalty: 4723.822754
	Iteration 8Q: 3 clusters Score -1686913 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1686987.250000 Penalty: 4723.822754
	Iteration 9Q: 3 clusters Score -1686987 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1687065.625000 Penalty: 4723.822754
	Iteration 10Q: 3 clusters Score -1687066 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1687143.500000 Penalty: 4723.822754
	Iteration 11Q: 3 clusters Score -1687144 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1687222.000000 Penalty: 4723.822754
	Iteration 12Q: 3 clusters Score -1687222 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1687332.125000 Penalty: 4723.822754
	Iteration 13Q: 3 clusters Score -1687332 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1687491.875000 Penalty: 4723.822754
	Iteration 14Q: 3 clusters Score -1687492 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1687713.375000 Penalty: 4723.822754
	Iteration 15Q: 3 clusters Score -1687713 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1687990.625000 Penalty: 4723.822754
	Iteration 16Q: 3 clusters Score -1687991 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1688337.625000 Penalty: 4723.822754
	Iteration 17Q: 3 clusters Score -1688338 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1688779.375000 Penalty: 4723.822754
	Iteration 18Q: 3 clusters Score -1688779 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1689301.750000 Penalty: 4723.822754
	Iteration 19Q: 3 clusters Score -1689302 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1689787.625000 Penalty: 4723.822754
	Iteration 20F: 3 clusters Score -1689788 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1690171.875000 Penalty: 4723.822754
	Iteration 21Q: 3 clusters Score -1690172 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1690385.750000 Penalty: 4723.822754
	Iteration 22Q: 3 clusters Score -1690386 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1690516.000000 Penalty: 4723.822754
	Iteration 23Q: 3 clusters Score -1690516 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1690618.250000 Penalty: 4723.822754
	Iteration 24Q: 3 clusters Score -1690618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1690677.625000 Penalty: 4723.822754
	Iteration 25Q: 3 clusters Score -1690678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1690711.875000 Penalty: 4723.822754
	Iteration 26Q: 3 clusters Score -1690712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -1690734.875000 Penalty: 4723.822754
	Iteration 27Q: 3 clusters Score -1690735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1690746.250000 Penalty: 4723.822754
	Iteration 28Q: 3 clusters Score -1690746 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13334 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -1690752.625000 Penalty: 4723.822754
	Iteration 29Q: 3 clusters Score -1690753 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1690755.500000 Penalty: 4723.822754
	Iteration 30Q: 3 clusters Score -1690756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1690759.250000 Penalty: 4723.822754
	Iteration 31Q: 3 clusters Score -1690759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1690765.250000 Penalty: 4723.822754
	Iteration 32Q: 3 clusters Score -1690765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -1690772.500000 Penalty: 4723.822754
	Iteration 33Q: 3 clusters Score -1690772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1690778.125000 Penalty: 4723.822754
	Iteration 34Q: 3 clusters Score -1690778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -1690781.125000 Penalty: 4723.822754
	Iteration 35Q: 3 clusters Score -1690781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1690782.500000 Penalty: 4723.822754
	Iteration 36Q: 3 clusters Score -1690782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1690784.250000 Penalty: 4723.822754
	Iteration 37Q: 3 clusters Score -1690784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -1690785.000000 Penalty: 4723.822754
	Iteration 38Q: 3 clusters Score -1690785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1690785.000000 Penalty: 4723.822754
	Iteration 39Q: 3 clusters Score -1690785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -1690788.500000 Penalty: 4723.822754
	Iteration 40F: 3 clusters Score -1690788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1690791.750000 Penalty: 4723.822754
	Iteration 41Q: 3 clusters Score -1690792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1690794.500000 Penalty: 4723.822754
	Iteration 42Q: 3 clusters Score -1690794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1690794.500000 Penalty: 4723.822754
	Iteration 43F: 3 clusters Score -1690794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (195009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195009 members 
Entering Unmasked Estep 
Score: -23426344.000000 Penalty: 3020.838867
	Iteration 0F: 2 clusters Score -2.342634e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97669 members 
Mstep: Class 2 contains 97340 members 
Entering Unmasked Estep 
Score: -23298588.000000 Penalty: 6041.677734
	Iteration 0F: 3 clusters Score -2.329859e+07 nChanged 93643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100404 members 
Mstep: Class 2 contains 94605 members 
Entering Unmasked Estep 
Score: -23353228.000000 Penalty: 6041.677734
	Iteration 1F: 3 clusters Score -2.335323e+07 nChanged 5192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101788 members 
Mstep: Class 2 contains 93221 members 
Entering Unmasked Estep 
Score: -23354300.000000 Penalty: 6041.677734
	Iteration 2Q: 3 clusters Score -2.33543e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103961 members 
Mstep: Class 2 contains 91048 members 
Entering Unmasked Estep 
Score: -23355550.000000 Penalty: 6041.677734
	Iteration 3Q: 3 clusters Score -2.335555e+07 nChanged 6319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107518 members 
Mstep: Class 2 contains 87491 members 
Entering Unmasked Estep 
Score: -23357428.000000 Penalty: 6041.677734
	Iteration 4Q: 3 clusters Score -2.335743e+07 nChanged 7477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -23360282.000000 Penalty: 6041.677734
	Iteration 5Q: 3 clusters Score -2.336028e+07 nChanged 9219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120550 members 
Mstep: Class 2 contains 74459 members 
Entering Unmasked Estep 
Score: -23365294.000000 Penalty: 6041.677734
	Iteration 6Q: 3 clusters Score -2.336529e+07 nChanged 11357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130837 members 
Mstep: Class 2 contains 64172 members 
Entering Unmasked Estep 
Score: -23373440.000000 Penalty: 6041.677734
	Iteration 7F: 3 clusters Score -2.337344e+07 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142972 members 
Mstep: Class 2 contains 52037 members 
Entering Unmasked Estep 
Score: -23384788.000000 Penalty: 6041.677734
	Iteration 8F: 3 clusters Score -2.338479e+07 nChanged 12899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154871 members 
Mstep: Class 2 contains 40138 members 
Entering Unmasked Estep 
Score: -23396828.000000 Penalty: 6041.677734
	Iteration 9F: 3 clusters Score -2.339683e+07 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163836 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -23405682.000000 Penalty: 6041.677734
	Iteration 10F: 3 clusters Score -2.340568e+07 nChanged 7676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169896 members 
Mstep: Class 2 contains 25113 members 
Entering Unmasked Estep 
Score: -23411358.000000 Penalty: 6041.677734
	Iteration 11Q: 3 clusters Score -2.341136e+07 nChanged 5279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174053 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -23414742.000000 Penalty: 6041.677734
	Iteration 12Q: 3 clusters Score -2.341474e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177196 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -23416958.000000 Penalty: 6041.677734
	Iteration 13Q: 3 clusters Score -2.341696e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179711 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -23418180.000000 Penalty: 6041.677734
	Iteration 14Q: 3 clusters Score -2.341818e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -23419236.000000 Penalty: 6041.677734
	Iteration 15Q: 3 clusters Score -2.341924e+07 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183669 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -23420110.000000 Penalty: 6041.677734
	Iteration 16Q: 3 clusters Score -2.342011e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185225 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -23420780.000000 Penalty: 6041.677734
	Iteration 17Q: 3 clusters Score -2.342078e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186530 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -23421384.000000 Penalty: 6041.677734
	Iteration 18Q: 3 clusters Score -2.342138e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187648 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -23421794.000000 Penalty: 6041.677734
	Iteration 19Q: 3 clusters Score -2.342179e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188583 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -23422206.000000 Penalty: 6041.677734
	Iteration 20F: 3 clusters Score -2.342221e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189358 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -23422492.000000 Penalty: 6041.677734
	Iteration 21Q: 3 clusters Score -2.342249e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190024 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -23422798.000000 Penalty: 6041.677734
	Iteration 22Q: 3 clusters Score -2.34228e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190573 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -23423104.000000 Penalty: 6041.677734
	Iteration 23Q: 3 clusters Score -2.34231e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191021 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -23423182.000000 Penalty: 6041.677734
	Iteration 24Q: 3 clusters Score -2.342318e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191388 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -23423338.000000 Penalty: 6041.677734
	Iteration 25Q: 3 clusters Score -2.342334e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191706 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -23423416.000000 Penalty: 6041.677734
	Iteration 26Q: 3 clusters Score -2.342342e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191970 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -23423446.000000 Penalty: 6041.677734
	Iteration 27Q: 3 clusters Score -2.342345e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192188 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -23423524.000000 Penalty: 6041.677734
	Iteration 28Q: 3 clusters Score -2.342352e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192396 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -23423602.000000 Penalty: 6041.677734
	Iteration 29Q: 3 clusters Score -2.34236e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192578 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -23423646.000000 Penalty: 6041.677734
	Iteration 30Q: 3 clusters Score -2.342365e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192728 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -23423708.000000 Penalty: 6041.677734
	Iteration 31Q: 3 clusters Score -2.342371e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192839 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -23423744.000000 Penalty: 6041.677734
	Iteration 32Q: 3 clusters Score -2.342374e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192947 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -23423792.000000 Penalty: 6041.677734
	Iteration 33Q: 3 clusters Score -2.342379e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193016 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -23423774.000000 Penalty: 6041.677734
	Iteration 34Q: 3 clusters Score -2.342377e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193086 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -23423814.000000 Penalty: 6041.677734
	Iteration 35Q: 3 clusters Score -2.342381e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193143 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -23423840.000000 Penalty: 6041.677734
	Iteration 36Q: 3 clusters Score -2.342384e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193196 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -23423864.000000 Penalty: 6041.677734
	Iteration 37Q: 3 clusters Score -2.342386e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193246 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23423892.000000 Penalty: 6041.677734
	Iteration 38Q: 3 clusters Score -2.342389e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193287 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -23423908.000000 Penalty: 6041.677734
	Iteration 39Q: 3 clusters Score -2.342391e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193322 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -23423922.000000 Penalty: 6041.677734
	Iteration 40F: 3 clusters Score -2.342392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193354 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -23423914.000000 Penalty: 6041.677734
	Iteration 41Q: 3 clusters Score -2.342391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193378 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -23423916.000000 Penalty: 6041.677734
	Iteration 42Q: 3 clusters Score -2.342392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193400 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -23423936.000000 Penalty: 6041.677734
	Iteration 43Q: 3 clusters Score -2.342394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -23423926.000000 Penalty: 6041.677734
	Iteration 44Q: 3 clusters Score -2.342393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193444 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -23423914.000000 Penalty: 6041.677734
	Iteration 45Q: 3 clusters Score -2.342391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193459 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -23423908.000000 Penalty: 6041.677734
	Iteration 46Q: 3 clusters Score -2.342391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193472 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -23423914.000000 Penalty: 6041.677734
	Iteration 47Q: 3 clusters Score -2.342391e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193486 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -23423922.000000 Penalty: 6041.677734
	Iteration 48Q: 3 clusters Score -2.342392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193495 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -23423932.000000 Penalty: 6041.677734
	Iteration 49Q: 3 clusters Score -2.342393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193508 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -23423926.000000 Penalty: 6041.677734
	Iteration 50Q: 3 clusters Score -2.342393e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193525 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -23423958.000000 Penalty: 6041.677734
	Iteration 51Q: 3 clusters Score -2.342396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193541 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -23423982.000000 Penalty: 6041.677734
	Iteration 52Q: 3 clusters Score -2.342398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193551 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -23423984.000000 Penalty: 6041.677734
	Iteration 53Q: 3 clusters Score -2.342398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193562 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -23423976.000000 Penalty: 6041.677734
	Iteration 54Q: 3 clusters Score -2.342398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193571 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -23423984.000000 Penalty: 6041.677734
	Iteration 55Q: 3 clusters Score -2.342398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193575 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -23423956.000000 Penalty: 6041.677734
	Iteration 56Q: 3 clusters Score -2.342396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193579 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -23423964.000000 Penalty: 6041.677734
	Iteration 57Q: 3 clusters Score -2.342396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193584 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -23423952.000000 Penalty: 6041.677734
	Iteration 58Q: 3 clusters Score -2.342395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193590 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -23423956.000000 Penalty: 6041.677734
	Iteration 59Q: 3 clusters Score -2.342396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193599 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -23423942.000000 Penalty: 6041.677734
	Iteration 60F: 3 clusters Score -2.342394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193604 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -23423930.000000 Penalty: 6041.677734
	Iteration 61Q: 3 clusters Score -2.342393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193609 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -23423940.000000 Penalty: 6041.677734
	Iteration 62Q: 3 clusters Score -2.342394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193612 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23423940.000000 Penalty: 6041.677734
	Iteration 63Q: 3 clusters Score -2.342394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193612 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23423940.000000 Penalty: 6041.677734
	Iteration 64F: 3 clusters Score -2.342394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Entering Unmasked Estep 
Score: -768691.500000 Penalty: 2183.547119
	Iteration 0F: 2 clusters Score -768691.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -763036.000000 Penalty: 4367.094238
	Iteration 0F: 3 clusters Score -763036 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -764655.562500 Penalty: 4367.094238
	Iteration 1F: 3 clusters Score -764655.6 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -765026.250000 Penalty: 4367.094238
	Iteration 2F: 3 clusters Score -765026.2 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -765341.187500 Penalty: 4367.094238
	Iteration 3F: 3 clusters Score -765341.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -765611.187500 Penalty: 4367.094238
	Iteration 4F: 3 clusters Score -765611.2 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -765801.375000 Penalty: 4367.094238
	Iteration 5Q: 3 clusters Score -765801.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -765955.812500 Penalty: 4367.094238
	Iteration 6Q: 3 clusters Score -765955.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -766088.000000 Penalty: 4367.094238
	Iteration 7Q: 3 clusters Score -766088 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -766204.062500 Penalty: 4367.094238
	Iteration 8Q: 3 clusters Score -766204.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -766317.250000 Penalty: 4367.094238
	Iteration 9Q: 3 clusters Score -766317.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -766407.375000 Penalty: 4367.094238
	Iteration 10Q: 3 clusters Score -766407.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -766506.250000 Penalty: 4367.094238
	Iteration 11Q: 3 clusters Score -766506.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -766609.375000 Penalty: 4367.094238
	Iteration 12Q: 3 clusters Score -766609.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -766694.500000 Penalty: 4367.094238
	Iteration 13Q: 3 clusters Score -766694.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -766768.312500 Penalty: 4367.094238
	Iteration 14Q: 3 clusters Score -766768.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -766842.187500 Penalty: 4367.094238
	Iteration 15Q: 3 clusters Score -766842.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -766909.312500 Penalty: 4367.094238
	Iteration 16Q: 3 clusters Score -766909.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -766967.375000 Penalty: 4367.094238
	Iteration 17Q: 3 clusters Score -766967.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -767012.625000 Penalty: 4367.094238
	Iteration 18Q: 3 clusters Score -767012.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -767054.687500 Penalty: 4367.094238
	Iteration 19Q: 3 clusters Score -767054.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -767071.187500 Penalty: 4367.094238
	Iteration 20F: 3 clusters Score -767071.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -767080.375000 Penalty: 4367.094238
	Iteration 21Q: 3 clusters Score -767080.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -767092.187500 Penalty: 4367.094238
	Iteration 22Q: 3 clusters Score -767092.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -767104.125000 Penalty: 4367.094238
	Iteration 23Q: 3 clusters Score -767104.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -767117.312500 Penalty: 4367.094238
	Iteration 24Q: 3 clusters Score -767117.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -767129.187500 Penalty: 4367.094238
	Iteration 25Q: 3 clusters Score -767129.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -767139.062500 Penalty: 4367.094238
	Iteration 26Q: 3 clusters Score -767139.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -767146.750000 Penalty: 4367.094238
	Iteration 27Q: 3 clusters Score -767146.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -767151.062500 Penalty: 4367.094238
	Iteration 28Q: 3 clusters Score -767151.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -767159.062500 Penalty: 4367.094238
	Iteration 29Q: 3 clusters Score -767159.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -767167.000000 Penalty: 4367.094238
	Iteration 30Q: 3 clusters Score -767167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -767174.000000 Penalty: 4367.094238
	Iteration 31Q: 3 clusters Score -767174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -767183.187500 Penalty: 4367.094238
	Iteration 32Q: 3 clusters Score -767183.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -767187.687500 Penalty: 4367.094238
	Iteration 33Q: 3 clusters Score -767187.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -767194.062500 Penalty: 4367.094238
	Iteration 34Q: 3 clusters Score -767194.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -767200.125000 Penalty: 4367.094238
	Iteration 35Q: 3 clusters Score -767200.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -767204.437500 Penalty: 4367.094238
	Iteration 36Q: 3 clusters Score -767204.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -767211.750000 Penalty: 4367.094238
	Iteration 37Q: 3 clusters Score -767211.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -767213.875000 Penalty: 4367.094238
	Iteration 38Q: 3 clusters Score -767213.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -767222.687500 Penalty: 4367.094238
	Iteration 39Q: 3 clusters Score -767222.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -767224.500000 Penalty: 4367.094238
	Iteration 40F: 3 clusters Score -767224.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -767226.875000 Penalty: 4367.094238
	Iteration 41Q: 3 clusters Score -767226.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -767231.562500 Penalty: 4367.094238
	Iteration 42Q: 3 clusters Score -767231.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -767237.812500 Penalty: 4367.094238
	Iteration 43Q: 3 clusters Score -767237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -767242.750000 Penalty: 4367.094238
	Iteration 44Q: 3 clusters Score -767242.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -767249.812500 Penalty: 4367.094238
	Iteration 45Q: 3 clusters Score -767249.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -767260.687500 Penalty: 4367.094238
	Iteration 46Q: 3 clusters Score -767260.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -767277.562500 Penalty: 4367.094238
	Iteration 47Q: 3 clusters Score -767277.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -767284.375000 Penalty: 4367.094238
	Iteration 48Q: 3 clusters Score -767284.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -767289.062500 Penalty: 4367.094238
	Iteration 49Q: 3 clusters Score -767289.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -767297.375000 Penalty: 4367.094238
	Iteration 50Q: 3 clusters Score -767297.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -767307.125000 Penalty: 4367.094238
	Iteration 51Q: 3 clusters Score -767307.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -767316.187500 Penalty: 4367.094238
	Iteration 52Q: 3 clusters Score -767316.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -767326.187500 Penalty: 4367.094238
	Iteration 53Q: 3 clusters Score -767326.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -767336.437500 Penalty: 4367.094238
	Iteration 54Q: 3 clusters Score -767336.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -767342.562500 Penalty: 4367.094238
	Iteration 55Q: 3 clusters Score -767342.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -767355.437500 Penalty: 4367.094238
	Iteration 56Q: 3 clusters Score -767355.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -767366.437500 Penalty: 4367.094238
	Iteration 57Q: 3 clusters Score -767366.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -767377.187500 Penalty: 4367.094238
	Iteration 58Q: 3 clusters Score -767377.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -767382.437500 Penalty: 4367.094238
	Iteration 59Q: 3 clusters Score -767382.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -767391.312500 Penalty: 4367.094238
	Iteration 60F: 3 clusters Score -767391.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -767396.875000 Penalty: 4367.094238
	Iteration 61Q: 3 clusters Score -767396.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -767402.125000 Penalty: 4367.094238
	Iteration 62Q: 3 clusters Score -767402.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -767402.812500 Penalty: 4367.094238
	Iteration 63Q: 3 clusters Score -767402.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -767404.750000 Penalty: 4367.094238
	Iteration 64Q: 3 clusters Score -767404.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -767409.000000 Penalty: 4367.094238
	Iteration 65Q: 3 clusters Score -767409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -767412.750000 Penalty: 4367.094238
	Iteration 66Q: 3 clusters Score -767412.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -767413.187500 Penalty: 4367.094238
	Iteration 67Q: 3 clusters Score -767413.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -767416.187500 Penalty: 4367.094238
	Iteration 68Q: 3 clusters Score -767416.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -767417.187500 Penalty: 4367.094238
	Iteration 69Q: 3 clusters Score -767417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -767419.500000 Penalty: 4367.094238
	Iteration 70Q: 3 clusters Score -767419.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -767420.812500 Penalty: 4367.094238
	Iteration 71Q: 3 clusters Score -767420.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -767420.812500 Penalty: 4367.094238
	Iteration 72Q: 3 clusters Score -767420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -767423.437500 Penalty: 4367.094238
	Iteration 73Q: 3 clusters Score -767423.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -767427.500000 Penalty: 4367.094238
	Iteration 74Q: 3 clusters Score -767427.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -767433.500000 Penalty: 4367.094238
	Iteration 75Q: 3 clusters Score -767433.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -767437.187500 Penalty: 4367.094238
	Iteration 76Q: 3 clusters Score -767437.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -767446.687500 Penalty: 4367.094238
	Iteration 77Q: 3 clusters Score -767446.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -767449.687500 Penalty: 4367.094238
	Iteration 78Q: 3 clusters Score -767449.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -767453.000000 Penalty: 4367.094238
	Iteration 79Q: 3 clusters Score -767453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -767456.750000 Penalty: 4367.094238
	Iteration 80F: 3 clusters Score -767456.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -767465.000000 Penalty: 4367.094238
	Iteration 81Q: 3 clusters Score -767465 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -767470.375000 Penalty: 4367.094238
	Iteration 82Q: 3 clusters Score -767470.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -767473.062500 Penalty: 4367.094238
	Iteration 83Q: 3 clusters Score -767473.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -767477.062500 Penalty: 4367.094238
	Iteration 84Q: 3 clusters Score -767477.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -767481.875000 Penalty: 4367.094238
	Iteration 85Q: 3 clusters Score -767481.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -767483.500000 Penalty: 4367.094238
	Iteration 86Q: 3 clusters Score -767483.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -767487.000000 Penalty: 4367.094238
	Iteration 87Q: 3 clusters Score -767487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -767491.062500 Penalty: 4367.094238
	Iteration 88Q: 3 clusters Score -767491.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -767492.500000 Penalty: 4367.094238
	Iteration 89Q: 3 clusters Score -767492.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -767492.500000 Penalty: 4367.094238
	Iteration 90F: 3 clusters Score -767492.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -43421.167969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -43421.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -42031.976562 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -42031.98 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -42205.160156 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -42205.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42265.242188 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -42265.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -42305.351562 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -42305.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -42319.925781 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -42319.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -42324.671875 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -42324.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42327.101562 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -42327.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -42327.101562 Penalty: 3021.289795
	Iteration 7F: 3 clusters Score -42327.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20214 members 
Entering Unmasked Estep 
Score: -2453614.750000 Penalty: 2458.704590
	Iteration 0F: 2 clusters Score -2453615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -2439332.000000 Penalty: 4917.409180
	Iteration 0F: 3 clusters Score -2439332 nChanged 8943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2444464.250000 Penalty: 4917.409180
	Iteration 1F: 3 clusters Score -2444464 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -2445647.000000 Penalty: 4917.409180
	Iteration 2F: 3 clusters Score -2445647 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2447098.000000 Penalty: 4917.409180
	Iteration 3F: 3 clusters Score -2447098 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2448694.250000 Penalty: 4917.409180
	Iteration 4F: 3 clusters Score -2448694 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -2450462.000000 Penalty: 4917.409180
	Iteration 5F: 3 clusters Score -2450462 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -2451870.250000 Penalty: 4917.409180
	Iteration 6F: 3 clusters Score -2451870 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2452533.750000 Penalty: 4917.409180
	Iteration 7Q: 3 clusters Score -2452534 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2452716.000000 Penalty: 4917.409180
	Iteration 8Q: 3 clusters Score -2452716 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -2452787.000000 Penalty: 4917.409180
	Iteration 9Q: 3 clusters Score -2452787 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -2452813.250000 Penalty: 4917.409180
	Iteration 10Q: 3 clusters Score -2452813 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -2452832.750000 Penalty: 4917.409180
	Iteration 11Q: 3 clusters Score -2452833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -2452852.000000 Penalty: 4917.409180
	Iteration 12Q: 3 clusters Score -2452852 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -2452866.750000 Penalty: 4917.409180
	Iteration 13Q: 3 clusters Score -2452867 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 15862 members 
Entering Unmasked Estep 
Score: -2452880.250000 Penalty: 4917.409180
	Iteration 14Q: 3 clusters Score -2452880 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2452890.750000 Penalty: 4917.409180
	Iteration 15Q: 3 clusters Score -2452891 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 15950 members 
Entering Unmasked Estep 
Score: -2452900.000000 Penalty: 4917.409180
	Iteration 16Q: 3 clusters Score -2452900 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2452900.250000 Penalty: 4917.409180
	Iteration 17Q: 3 clusters Score -2452900 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -2452907.000000 Penalty: 4917.409180
	Iteration 18Q: 3 clusters Score -2452907 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2452909.750000 Penalty: 4917.409180
	Iteration 19Q: 3 clusters Score -2452910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -2452913.250000 Penalty: 4917.409180
	Iteration 20F: 3 clusters Score -2452913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2452904.500000 Penalty: 4917.409180
	Iteration 21Q: 3 clusters Score -2452904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2452903.750000 Penalty: 4917.409180
	Iteration 22Q: 3 clusters Score -2452904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2452902.500000 Penalty: 4917.409180
	Iteration 23Q: 3 clusters Score -2452902 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2452908.750000 Penalty: 4917.409180
	Iteration 24Q: 3 clusters Score -2452909 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2452908.000000 Penalty: 4917.409180
	Iteration 25Q: 3 clusters Score -2452908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -2452911.500000 Penalty: 4917.409180
	Iteration 26Q: 3 clusters Score -2452912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -2452913.250000 Penalty: 4917.409180
	Iteration 27Q: 3 clusters Score -2452913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2452907.250000 Penalty: 4917.409180
	Iteration 28Q: 3 clusters Score -2452907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2452911.500000 Penalty: 4917.409180
	Iteration 29Q: 3 clusters Score -2452912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2452915.250000 Penalty: 4917.409180
	Iteration 30Q: 3 clusters Score -2452915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -2452913.000000 Penalty: 4917.409180
	Iteration 31Q: 3 clusters Score -2452913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2452917.250000 Penalty: 4917.409180
	Iteration 32Q: 3 clusters Score -2452917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2452919.000000 Penalty: 4917.409180
	Iteration 33Q: 3 clusters Score -2452919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2452916.000000 Penalty: 4917.409180
	Iteration 34Q: 3 clusters Score -2452916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -2452919.250000 Penalty: 4917.409180
	Iteration 35Q: 3 clusters Score -2452919 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -2452916.000000 Penalty: 4917.409180
	Iteration 36Q: 3 clusters Score -2452916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -2452918.750000 Penalty: 4917.409180
	Iteration 37Q: 3 clusters Score -2452919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -2452917.250000 Penalty: 4917.409180
	Iteration 38Q: 3 clusters Score -2452917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2452918.750000 Penalty: 4917.409180
	Iteration 39Q: 3 clusters Score -2452919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2452918.500000 Penalty: 4917.409180
	Iteration 40F: 3 clusters Score -2452918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2452918.750000 Penalty: 4917.409180
	Iteration 41Q: 3 clusters Score -2452919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2452925.000000 Penalty: 4917.409180
	Iteration 42Q: 3 clusters Score -2452925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 16189 members 
Entering Unmasked Estep 
Score: -2452925.000000 Penalty: 4917.409180
	Iteration 43F: 3 clusters Score -2452925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (185825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185825 members 
Entering Unmasked Estep 
Score: -22439336.000000 Penalty: 3008.875000
	Iteration 0F: 2 clusters Score -2.243934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92915 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -22317772.000000 Penalty: 6017.750000
	Iteration 0F: 3 clusters Score -2.231777e+07 nChanged 89050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91859 members 
Mstep: Class 2 contains 93966 members 
Entering Unmasked Estep 
Score: -22369842.000000 Penalty: 6017.750000
	Iteration 1F: 3 clusters Score -2.236984e+07 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91090 members 
Mstep: Class 2 contains 94735 members 
Entering Unmasked Estep 
Score: -22370824.000000 Penalty: 6017.750000
	Iteration 2Q: 3 clusters Score -2.237082e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89879 members 
Mstep: Class 2 contains 95946 members 
Entering Unmasked Estep 
Score: -22371924.000000 Penalty: 6017.750000
	Iteration 3Q: 3 clusters Score -2.237192e+07 nChanged 5616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88151 members 
Mstep: Class 2 contains 97674 members 
Entering Unmasked Estep 
Score: -22373320.000000 Penalty: 6017.750000
	Iteration 4Q: 3 clusters Score -2.237332e+07 nChanged 6377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85518 members 
Mstep: Class 2 contains 100307 members 
Entering Unmasked Estep 
Score: -22375330.000000 Penalty: 6017.750000
	Iteration 5Q: 3 clusters Score -2.237533e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81578 members 
Mstep: Class 2 contains 104247 members 
Entering Unmasked Estep 
Score: -22378038.000000 Penalty: 6017.750000
	Iteration 6Q: 3 clusters Score -2.237804e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75952 members 
Mstep: Class 2 contains 109873 members 
Entering Unmasked Estep 
Score: -22382202.000000 Penalty: 6017.750000
	Iteration 7Q: 3 clusters Score -2.23822e+07 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 117234 members 
Entering Unmasked Estep 
Score: -22388622.000000 Penalty: 6017.750000
	Iteration 8F: 3 clusters Score -2.238862e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60070 members 
Mstep: Class 2 contains 125755 members 
Entering Unmasked Estep 
Score: -22396986.000000 Penalty: 6017.750000
	Iteration 9F: 3 clusters Score -2.239699e+07 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51868 members 
Mstep: Class 2 contains 133957 members 
Entering Unmasked Estep 
Score: -22405798.000000 Penalty: 6017.750000
	Iteration 10F: 3 clusters Score -2.24058e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 140575 members 
Entering Unmasked Estep 
Score: -22412444.000000 Penalty: 6017.750000
	Iteration 11F: 3 clusters Score -2.241244e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40099 members 
Mstep: Class 2 contains 145726 members 
Entering Unmasked Estep 
Score: -22416490.000000 Penalty: 6017.750000
	Iteration 12Q: 3 clusters Score -2.241649e+07 nChanged 5150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 150314 members 
Entering Unmasked Estep 
Score: -22418884.000000 Penalty: 6017.750000
	Iteration 13Q: 3 clusters Score -2.241888e+07 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 154640 members 
Entering Unmasked Estep 
Score: -22420920.000000 Penalty: 6017.750000
	Iteration 14Q: 3 clusters Score -2.242092e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 158799 members 
Entering Unmasked Estep 
Score: -22422396.000000 Penalty: 6017.750000
	Iteration 15Q: 3 clusters Score -2.24224e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 162761 members 
Entering Unmasked Estep 
Score: -22424076.000000 Penalty: 6017.750000
	Iteration 16Q: 3 clusters Score -2.242408e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19375 members 
Mstep: Class 2 contains 166450 members 
Entering Unmasked Estep 
Score: -22425878.000000 Penalty: 6017.750000
	Iteration 17Q: 3 clusters Score -2.242588e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15926 members 
Mstep: Class 2 contains 169899 members 
Entering Unmasked Estep 
Score: -22427812.000000 Penalty: 6017.750000
	Iteration 18Q: 3 clusters Score -2.242781e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 172950 members 
Entering Unmasked Estep 
Score: -22429694.000000 Penalty: 6017.750000
	Iteration 19Q: 3 clusters Score -2.242969e+07 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 175575 members 
Entering Unmasked Estep 
Score: -22431380.000000 Penalty: 6017.750000
	Iteration 20F: 3 clusters Score -2.243138e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 177814 members 
Entering Unmasked Estep 
Score: -22432912.000000 Penalty: 6017.750000
	Iteration 21Q: 3 clusters Score -2.243291e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 179637 members 
Entering Unmasked Estep 
Score: -22434096.000000 Penalty: 6017.750000
	Iteration 22Q: 3 clusters Score -2.24341e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 181012 members 
Entering Unmasked Estep 
Score: -22434998.000000 Penalty: 6017.750000
	Iteration 23Q: 3 clusters Score -2.2435e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 182009 members 
Entering Unmasked Estep 
Score: -22435598.000000 Penalty: 6017.750000
	Iteration 24Q: 3 clusters Score -2.24356e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 182707 members 
Entering Unmasked Estep 
Score: -22435998.000000 Penalty: 6017.750000
	Iteration 25Q: 3 clusters Score -2.2436e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 183199 members 
Entering Unmasked Estep 
Score: -22436338.000000 Penalty: 6017.750000
	Iteration 26Q: 3 clusters Score -2.243634e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 183572 members 
Entering Unmasked Estep 
Score: -22436576.000000 Penalty: 6017.750000
	Iteration 27Q: 3 clusters Score -2.243658e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 183801 members 
Entering Unmasked Estep 
Score: -22436704.000000 Penalty: 6017.750000
	Iteration 28Q: 3 clusters Score -2.24367e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 183989 members 
Entering Unmasked Estep 
Score: -22436802.000000 Penalty: 6017.750000
	Iteration 29Q: 3 clusters Score -2.24368e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 184119 members 
Entering Unmasked Estep 
Score: -22436848.000000 Penalty: 6017.750000
	Iteration 30Q: 3 clusters Score -2.243685e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 184224 members 
Entering Unmasked Estep 
Score: -22436868.000000 Penalty: 6017.750000
	Iteration 31Q: 3 clusters Score -2.243687e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 184306 members 
Entering Unmasked Estep 
Score: -22436924.000000 Penalty: 6017.750000
	Iteration 32Q: 3 clusters Score -2.243692e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 184365 members 
Entering Unmasked Estep 
Score: -22436914.000000 Penalty: 6017.750000
	Iteration 33Q: 3 clusters Score -2.243691e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 184415 members 
Entering Unmasked Estep 
Score: -22436930.000000 Penalty: 6017.750000
	Iteration 34Q: 3 clusters Score -2.243693e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 184451 members 
Entering Unmasked Estep 
Score: -22436946.000000 Penalty: 6017.750000
	Iteration 35Q: 3 clusters Score -2.243695e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 184483 members 
Entering Unmasked Estep 
Score: -22436956.000000 Penalty: 6017.750000
	Iteration 36Q: 3 clusters Score -2.243696e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 184507 members 
Entering Unmasked Estep 
Score: -22436968.000000 Penalty: 6017.750000
	Iteration 37Q: 3 clusters Score -2.243697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 184519 members 
Entering Unmasked Estep 
Score: -22436980.000000 Penalty: 6017.750000
	Iteration 38Q: 3 clusters Score -2.243698e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 184533 members 
Entering Unmasked Estep 
Score: -22436998.000000 Penalty: 6017.750000
	Iteration 39Q: 3 clusters Score -2.2437e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 184550 members 
Entering Unmasked Estep 
Score: -22436992.000000 Penalty: 6017.750000
	Iteration 40F: 3 clusters Score -2.243699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 184573 members 
Entering Unmasked Estep 
Score: -22437000.000000 Penalty: 6017.750000
	Iteration 41Q: 3 clusters Score -2.2437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 184587 members 
Entering Unmasked Estep 
Score: -22436996.000000 Penalty: 6017.750000
	Iteration 42Q: 3 clusters Score -2.2437e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 184599 members 
Entering Unmasked Estep 
Score: -22437006.000000 Penalty: 6017.750000
	Iteration 43Q: 3 clusters Score -2.243701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 184604 members 
Entering Unmasked Estep 
Score: -22437010.000000 Penalty: 6017.750000
	Iteration 44Q: 3 clusters Score -2.243701e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 184609 members 
Entering Unmasked Estep 
Score: -22437022.000000 Penalty: 6017.750000
	Iteration 45Q: 3 clusters Score -2.243702e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 184616 members 
Entering Unmasked Estep 
Score: -22437028.000000 Penalty: 6017.750000
	Iteration 46Q: 3 clusters Score -2.243703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 184622 members 
Entering Unmasked Estep 
Score: -22437046.000000 Penalty: 6017.750000
	Iteration 47Q: 3 clusters Score -2.243705e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 184624 members 
Entering Unmasked Estep 
Score: -22437036.000000 Penalty: 6017.750000
	Iteration 48Q: 3 clusters Score -2.243704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 184625 members 
Entering Unmasked Estep 
Score: -22437044.000000 Penalty: 6017.750000
	Iteration 49Q: 3 clusters Score -2.243704e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 184626 members 
Entering Unmasked Estep 
Score: -22437036.000000 Penalty: 6017.750000
	Iteration 50Q: 3 clusters Score -2.243704e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 184628 members 
Entering Unmasked Estep 
Score: -22437030.000000 Penalty: 6017.750000
	Iteration 51Q: 3 clusters Score -2.243703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 184631 members 
Entering Unmasked Estep 
Score: -22437032.000000 Penalty: 6017.750000
	Iteration 52Q: 3 clusters Score -2.243703e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 184634 members 
Entering Unmasked Estep 
Score: -22437026.000000 Penalty: 6017.750000
	Iteration 53Q: 3 clusters Score -2.243703e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 184640 members 
Entering Unmasked Estep 
Score: -22437028.000000 Penalty: 6017.750000
	Iteration 54Q: 3 clusters Score -2.243703e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 184649 members 
Entering Unmasked Estep 
Score: -22437036.000000 Penalty: 6017.750000
	Iteration 55Q: 3 clusters Score -2.243704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 184659 members 
Entering Unmasked Estep 
Score: -22437028.000000 Penalty: 6017.750000
	Iteration 56Q: 3 clusters Score -2.243703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 184674 members 
Entering Unmasked Estep 
Score: -22437052.000000 Penalty: 6017.750000
	Iteration 57Q: 3 clusters Score -2.243705e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 184684 members 
Entering Unmasked Estep 
Score: -22437054.000000 Penalty: 6017.750000
	Iteration 58Q: 3 clusters Score -2.243705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 184697 members 
Entering Unmasked Estep 
Score: -22437060.000000 Penalty: 6017.750000
	Iteration 59Q: 3 clusters Score -2.243706e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 184707 members 
Entering Unmasked Estep 
Score: -22437070.000000 Penalty: 6017.750000
	Iteration 60F: 3 clusters Score -2.243707e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 184713 members 
Entering Unmasked Estep 
Score: -22437060.000000 Penalty: 6017.750000
	Iteration 61Q: 3 clusters Score -2.243706e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 184722 members 
Entering Unmasked Estep 
Score: -22437060.000000 Penalty: 6017.750000
	Iteration 62Q: 3 clusters Score -2.243706e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 184729 members 
Entering Unmasked Estep 
Score: -22437068.000000 Penalty: 6017.750000
	Iteration 63Q: 3 clusters Score -2.243707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 184733 members 
Entering Unmasked Estep 
Score: -22437080.000000 Penalty: 6017.750000
	Iteration 64Q: 3 clusters Score -2.243708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 184741 members 
Entering Unmasked Estep 
Score: -22437084.000000 Penalty: 6017.750000
	Iteration 65Q: 3 clusters Score -2.243708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 184748 members 
Entering Unmasked Estep 
Score: -22437078.000000 Penalty: 6017.750000
	Iteration 66Q: 3 clusters Score -2.243708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 184753 members 
Entering Unmasked Estep 
Score: -22437106.000000 Penalty: 6017.750000
	Iteration 67Q: 3 clusters Score -2.243711e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 184758 members 
Entering Unmasked Estep 
Score: -22437088.000000 Penalty: 6017.750000
	Iteration 68Q: 3 clusters Score -2.243709e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 184764 members 
Entering Unmasked Estep 
Score: -22437092.000000 Penalty: 6017.750000
	Iteration 69Q: 3 clusters Score -2.243709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 184765 members 
Entering Unmasked Estep 
Score: -22437088.000000 Penalty: 6017.750000
	Iteration 70Q: 3 clusters Score -2.243709e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 184765 members 
Entering Unmasked Estep 
Score: -22437088.000000 Penalty: 6017.750000
	Iteration 71F: 3 clusters Score -2.243709e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163940 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163940 members 
Entering Unmasked Estep 
Score: -19799414.000000 Penalty: 2977.799316
	Iteration 0F: 2 clusters Score -1.979941e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82072 members 
Mstep: Class 2 contains 81868 members 
Entering Unmasked Estep 
Score: -19691536.000000 Penalty: 5955.598633
	Iteration 0F: 3 clusters Score -1.969154e+07 nChanged 78757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83223 members 
Mstep: Class 2 contains 80717 members 
Entering Unmasked Estep 
Score: -19737212.000000 Penalty: 5955.598633
	Iteration 1F: 3 clusters Score -1.973721e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84282 members 
Mstep: Class 2 contains 79658 members 
Entering Unmasked Estep 
Score: -19737936.000000 Penalty: 5955.598633
	Iteration 2Q: 3 clusters Score -1.973794e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85918 members 
Mstep: Class 2 contains 78022 members 
Entering Unmasked Estep 
Score: -19738536.000000 Penalty: 5955.598633
	Iteration 3Q: 3 clusters Score -1.973854e+07 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88501 members 
Mstep: Class 2 contains 75439 members 
Entering Unmasked Estep 
Score: -19739564.000000 Penalty: 5955.598633
	Iteration 4Q: 3 clusters Score -1.973956e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92327 members 
Mstep: Class 2 contains 71613 members 
Entering Unmasked Estep 
Score: -19741064.000000 Penalty: 5955.598633
	Iteration 5Q: 3 clusters Score -1.974106e+07 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97980 members 
Mstep: Class 2 contains 65960 members 
Entering Unmasked Estep 
Score: -19743260.000000 Penalty: 5955.598633
	Iteration 6Q: 3 clusters Score -1.974326e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106248 members 
Mstep: Class 2 contains 57692 members 
Entering Unmasked Estep 
Score: -19747692.000000 Penalty: 5955.598633
	Iteration 7F: 3 clusters Score -1.974769e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117629 members 
Mstep: Class 2 contains 46311 members 
Entering Unmasked Estep 
Score: -19755674.000000 Penalty: 5955.598633
	Iteration 8F: 3 clusters Score -1.975567e+07 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131813 members 
Mstep: Class 2 contains 32127 members 
Entering Unmasked Estep 
Score: -19767740.000000 Penalty: 5955.598633
	Iteration 9F: 3 clusters Score -1.976774e+07 nChanged 14148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145957 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -19781424.000000 Penalty: 5955.598633
	Iteration 10F: 3 clusters Score -1.978142e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156316 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -19791036.000000 Penalty: 5955.598633
	Iteration 11F: 3 clusters Score -1.979104e+07 nChanged 5225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161541 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -19795076.000000 Penalty: 5955.598633
	Iteration 12Q: 3 clusters Score -1.979508e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163227 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -19796268.000000 Penalty: 5955.598633
	Iteration 13Q: 3 clusters Score -1.979627e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163604 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -19796558.000000 Penalty: 5955.598633
	Iteration 14Q: 3 clusters Score -1.979656e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163691 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -19796650.000000 Penalty: 5955.598633
	Iteration 15Q: 3 clusters Score -1.979665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163717 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -19796700.000000 Penalty: 5955.598633
	Iteration 16Q: 3 clusters Score -1.97967e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163732 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -19796742.000000 Penalty: 5955.598633
	Iteration 17Q: 3 clusters Score -1.979674e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163744 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -19796768.000000 Penalty: 5955.598633
	Iteration 18Q: 3 clusters Score -1.979677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163745 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -19796768.000000 Penalty: 5955.598633
	Iteration 19Q: 3 clusters Score -1.979677e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19796774.000000 Penalty: 5955.598633
	Iteration 20F: 3 clusters Score -1.979677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19796774.000000 Penalty: 5955.598633
	Iteration 21Q: 3 clusters Score -1.979677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19796776.000000 Penalty: 5955.598633
	Iteration 22Q: 3 clusters Score -1.979678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19796766.000000 Penalty: 5955.598633
	Iteration 23Q: 3 clusters Score -1.979677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163749 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -19796768.000000 Penalty: 5955.598633
	Iteration 24Q: 3 clusters Score -1.979677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19796776.000000 Penalty: 5955.598633
	Iteration 25Q: 3 clusters Score -1.979678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163748 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -19796784.000000 Penalty: 5955.598633
	Iteration 26Q: 3 clusters Score -1.979678e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19796790.000000 Penalty: 5955.598633
	Iteration 27Q: 3 clusters Score -1.979679e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163747 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -19796790.000000 Penalty: 5955.598633
	Iteration 28F: 3 clusters Score -1.979679e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Entering Unmasked Estep 
Score: -2535824.000000 Penalty: 2468.978271
	Iteration 0F: 2 clusters Score -2535824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2521041.500000 Penalty: 4937.956543
	Iteration 0F: 3 clusters Score -2521042 nChanged 9394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2526120.750000 Penalty: 4937.956543
	Iteration 1F: 3 clusters Score -2526121 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -2526525.250000 Penalty: 4937.956543
	Iteration 2F: 3 clusters Score -2526525 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2527031.000000 Penalty: 4937.956543
	Iteration 3Q: 3 clusters Score -2527031 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2527595.000000 Penalty: 4937.956543
	Iteration 4Q: 3 clusters Score -2527595 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2528152.750000 Penalty: 4937.956543
	Iteration 5Q: 3 clusters Score -2528153 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -2528731.250000 Penalty: 4937.956543
	Iteration 6Q: 3 clusters Score -2528731 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -2529326.750000 Penalty: 4937.956543
	Iteration 7Q: 3 clusters Score -2529327 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 8208 members 
Entering Unmasked Estep 
Score: -2529823.250000 Penalty: 4937.956543
	Iteration 8Q: 3 clusters Score -2529823 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2530222.000000 Penalty: 4937.956543
	Iteration 9Q: 3 clusters Score -2530222 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2530515.500000 Penalty: 4937.956543
	Iteration 10Q: 3 clusters Score -2530516 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2530749.750000 Penalty: 4937.956543
	Iteration 11Q: 3 clusters Score -2530750 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -2530968.250000 Penalty: 4937.956543
	Iteration 12Q: 3 clusters Score -2530968 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2531140.000000 Penalty: 4937.956543
	Iteration 13Q: 3 clusters Score -2531140 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2531272.500000 Penalty: 4937.956543
	Iteration 14Q: 3 clusters Score -2531272 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2531386.750000 Penalty: 4937.956543
	Iteration 15Q: 3 clusters Score -2531387 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2531440.500000 Penalty: 4937.956543
	Iteration 16Q: 3 clusters Score -2531440 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2531523.750000 Penalty: 4937.956543
	Iteration 17Q: 3 clusters Score -2531524 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2531610.750000 Penalty: 4937.956543
	Iteration 18Q: 3 clusters Score -2531611 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -2531676.000000 Penalty: 4937.956543
	Iteration 19Q: 3 clusters Score -2531676 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2531734.000000 Penalty: 4937.956543
	Iteration 20F: 3 clusters Score -2531734 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2531763.750000 Penalty: 4937.956543
	Iteration 21Q: 3 clusters Score -2531764 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2531820.000000 Penalty: 4937.956543
	Iteration 22Q: 3 clusters Score -2531820 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2531857.250000 Penalty: 4937.956543
	Iteration 23Q: 3 clusters Score -2531857 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2531881.500000 Penalty: 4937.956543
	Iteration 24Q: 3 clusters Score -2531882 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2531902.750000 Penalty: 4937.956543
	Iteration 25Q: 3 clusters Score -2531903 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2531938.250000 Penalty: 4937.956543
	Iteration 26Q: 3 clusters Score -2531938 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2531973.750000 Penalty: 4937.956543
	Iteration 27Q: 3 clusters Score -2531974 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15505 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2532004.500000 Penalty: 4937.956543
	Iteration 28Q: 3 clusters Score -2532004 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2532036.500000 Penalty: 4937.956543
	Iteration 29Q: 3 clusters Score -2532036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -2532055.250000 Penalty: 4937.956543
	Iteration 30Q: 3 clusters Score -2532055 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -2532087.750000 Penalty: 4937.956543
	Iteration 31Q: 3 clusters Score -2532088 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2532099.250000 Penalty: 4937.956543
	Iteration 32Q: 3 clusters Score -2532099 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16067 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2532132.750000 Penalty: 4937.956543
	Iteration 33Q: 3 clusters Score -2532133 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -2532179.000000 Penalty: 4937.956543
	Iteration 34Q: 3 clusters Score -2532179 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -2532205.250000 Penalty: 4937.956543
	Iteration 35Q: 3 clusters Score -2532205 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -2532236.000000 Penalty: 4937.956543
	Iteration 36Q: 3 clusters Score -2532236 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2532275.750000 Penalty: 4937.956543
	Iteration 37Q: 3 clusters Score -2532276 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -2532318.500000 Penalty: 4937.956543
	Iteration 38Q: 3 clusters Score -2532318 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -2532364.250000 Penalty: 4937.956543
	Iteration 39Q: 3 clusters Score -2532364 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -2532419.000000 Penalty: 4937.956543
	Iteration 40F: 3 clusters Score -2532419 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -2532472.750000 Penalty: 4937.956543
	Iteration 41Q: 3 clusters Score -2532473 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2532533.500000 Penalty: 4937.956543
	Iteration 42Q: 3 clusters Score -2532534 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2532589.500000 Penalty: 4937.956543
	Iteration 43Q: 3 clusters Score -2532590 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2532654.500000 Penalty: 4937.956543
	Iteration 44Q: 3 clusters Score -2532654 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2532702.250000 Penalty: 4937.956543
	Iteration 45Q: 3 clusters Score -2532702 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -2532771.750000 Penalty: 4937.956543
	Iteration 46Q: 3 clusters Score -2532772 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2532828.000000 Penalty: 4937.956543
	Iteration 47Q: 3 clusters Score -2532828 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2532887.500000 Penalty: 4937.956543
	Iteration 48Q: 3 clusters Score -2532888 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2532941.750000 Penalty: 4937.956543
	Iteration 49Q: 3 clusters Score -2532942 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18828 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2532990.750000 Penalty: 4937.956543
	Iteration 50Q: 3 clusters Score -2532991 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2533042.250000 Penalty: 4937.956543
	Iteration 51Q: 3 clusters Score -2533042 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2533107.250000 Penalty: 4937.956543
	Iteration 52Q: 3 clusters Score -2533107 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2533181.750000 Penalty: 4937.956543
	Iteration 53Q: 3 clusters Score -2533182 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2533245.500000 Penalty: 4937.956543
	Iteration 54Q: 3 clusters Score -2533246 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2533312.000000 Penalty: 4937.956543
	Iteration 55Q: 3 clusters Score -2533312 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -2533364.000000 Penalty: 4937.956543
	Iteration 56Q: 3 clusters Score -2533364 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -2533397.250000 Penalty: 4937.956543
	Iteration 57Q: 3 clusters Score -2533397 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2533442.000000 Penalty: 4937.956543
	Iteration 58Q: 3 clusters Score -2533442 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2533477.250000 Penalty: 4937.956543
	Iteration 59Q: 3 clusters Score -2533477 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -2533498.750000 Penalty: 4937.956543
	Iteration 60F: 3 clusters Score -2533499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2533522.750000 Penalty: 4937.956543
	Iteration 61Q: 3 clusters Score -2533523 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2533549.250000 Penalty: 4937.956543
	Iteration 62Q: 3 clusters Score -2533549 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2533569.250000 Penalty: 4937.956543
	Iteration 63Q: 3 clusters Score -2533569 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2533585.750000 Penalty: 4937.956543
	Iteration 64Q: 3 clusters Score -2533586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2533604.750000 Penalty: 4937.956543
	Iteration 65Q: 3 clusters Score -2533605 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2533629.500000 Penalty: 4937.956543
	Iteration 66Q: 3 clusters Score -2533630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2533643.250000 Penalty: 4937.956543
	Iteration 67Q: 3 clusters Score -2533643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2533663.000000 Penalty: 4937.956543
	Iteration 68Q: 3 clusters Score -2533663 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2533674.500000 Penalty: 4937.956543
	Iteration 69Q: 3 clusters Score -2533674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2533685.000000 Penalty: 4937.956543
	Iteration 70Q: 3 clusters Score -2533685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2533688.500000 Penalty: 4937.956543
	Iteration 71Q: 3 clusters Score -2533688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2533693.500000 Penalty: 4937.956543
	Iteration 72Q: 3 clusters Score -2533694 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2533693.250000 Penalty: 4937.956543
	Iteration 73Q: 3 clusters Score -2533693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2533692.000000 Penalty: 4937.956543
	Iteration 74Q: 3 clusters Score -2533692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2533693.750000 Penalty: 4937.956543
	Iteration 75Q: 3 clusters Score -2533694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20288 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2533693.750000 Penalty: 4937.956543
	Iteration 76F: 3 clusters Score -2533694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (63103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63103 members 
Entering Unmasked Estep 
Score: -7421581.500000 Penalty: 2741.025879
	Iteration 0F: 2 clusters Score -7421582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 31506 members 
Entering Unmasked Estep 
Score: -7379359.000000 Penalty: 5482.051758
	Iteration 0F: 3 clusters Score -7379359 nChanged 29272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32489 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -7395438.000000 Penalty: 5482.051758
	Iteration 1F: 3 clusters Score -7395438 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33108 members 
Mstep: Class 2 contains 29995 members 
Entering Unmasked Estep 
Score: -7395998.000000 Penalty: 5482.051758
	Iteration 2Q: 3 clusters Score -7395998 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -7396500.500000 Penalty: 5482.051758
	Iteration 3Q: 3 clusters Score -7396500 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 27811 members 
Entering Unmasked Estep 
Score: -7397084.500000 Penalty: 5482.051758
	Iteration 4Q: 3 clusters Score -7397084 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -7397856.500000 Penalty: 5482.051758
	Iteration 5Q: 3 clusters Score -7397856 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -7399061.500000 Penalty: 5482.051758
	Iteration 6Q: 3 clusters Score -7399062 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43222 members 
Mstep: Class 2 contains 19881 members 
Entering Unmasked Estep 
Score: -7401135.000000 Penalty: 5482.051758
	Iteration 7F: 3 clusters Score -7401135 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47790 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -7404490.000000 Penalty: 5482.051758
	Iteration 8F: 3 clusters Score -7404490 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53061 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -7409238.500000 Penalty: 5482.051758
	Iteration 9F: 3 clusters Score -7409238 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57933 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -7414374.500000 Penalty: 5482.051758
	Iteration 10F: 3 clusters Score -7414374 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61044 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -7417652.500000 Penalty: 5482.051758
	Iteration 11Q: 3 clusters Score -7417652 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62234 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7418933.500000 Penalty: 5482.051758
	Iteration 12Q: 3 clusters Score -7418934 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62593 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -7419341.000000 Penalty: 5482.051758
	Iteration 13Q: 3 clusters Score -7419341 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62683 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -7419450.500000 Penalty: 5482.051758
	Iteration 14Q: 3 clusters Score -7419450 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62715 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7419505.500000 Penalty: 5482.051758
	Iteration 15Q: 3 clusters Score -7419506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7419531.500000 Penalty: 5482.051758
	Iteration 16Q: 3 clusters Score -7419532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62727 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7419558.000000 Penalty: 5482.051758
	Iteration 17Q: 3 clusters Score -7419558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -7419571.000000 Penalty: 5482.051758
	Iteration 18Q: 3 clusters Score -7419571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62729 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7419578.000000 Penalty: 5482.051758
	Iteration 19Q: 3 clusters Score -7419578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7419587.500000 Penalty: 5482.051758
	Iteration 20F: 3 clusters Score -7419588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62731 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7419596.500000 Penalty: 5482.051758
	Iteration 21Q: 3 clusters Score -7419596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7419608.500000 Penalty: 5482.051758
	Iteration 22Q: 3 clusters Score -7419608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7419612.000000 Penalty: 5482.051758
	Iteration 23Q: 3 clusters Score -7419612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62730 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -7419616.500000 Penalty: 5482.051758
	Iteration 24Q: 3 clusters Score -7419616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7419615.500000 Penalty: 5482.051758
	Iteration 25Q: 3 clusters Score -7419616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7419615.500000 Penalty: 5482.051758
	Iteration 26F: 3 clusters Score -7419616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13682 members 
Mstep: Class 4 contains 195009 members 
Mstep: Class 5 contains 6665 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20214 members 
Mstep: Class 8 contains 185825 members 
Mstep: Class 13 contains 163940 members 
Mstep: Class 16 contains 21069 members 
Mstep: Class 19 contains 63103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112448.000000 Penalty: 36654.218750
Iteration 439Q: 12 clusters Score -8.111245e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13672 members 
Mstep: Class 4 contains 194973 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20221 members 
Mstep: Class 8 contains 185882 members 
Mstep: Class 13 contains 163927 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 63096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112416.000000 Penalty: 36654.218750
Iteration 440F: 12 clusters Score -8.111242e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 194935 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20218 members 
Mstep: Class 8 contains 185939 members 
Mstep: Class 13 contains 163926 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 19 contains 63077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112464.000000 Penalty: 36654.218750
Iteration 441Q: 12 clusters Score -8.111246e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2594 members 
Mstep: Class 3 contains 13675 members 
Mstep: Class 4 contains 194907 members 
Mstep: Class 5 contains 6664 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20225 members 
Mstep: Class 8 contains 185979 members 
Mstep: Class 13 contains 163910 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 63072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112448.000000 Penalty: 36654.218750
Iteration 442Q: 12 clusters Score -8.111245e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13673 members 
Mstep: Class 4 contains 194903 members 
Mstep: Class 5 contains 6663 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20237 members 
Mstep: Class 8 contains 186009 members 
Mstep: Class 13 contains 163883 members 
Mstep: Class 16 contains 21073 members 
Mstep: Class 19 contains 63065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112448.000000 Penalty: 36654.218750
Iteration 443Q: 12 clusters Score -8.111245e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13674 members 
Mstep: Class 4 contains 194896 members 
Mstep: Class 5 contains 6662 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20244 members 
Mstep: Class 8 contains 186009 members 
Mstep: Class 13 contains 163897 members 
Mstep: Class 16 contains 21073 members 
Mstep: Class 19 contains 63053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112424.000000 Penalty: 36654.218750
Iteration 444Q: 12 clusters Score -8.111242e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13673 members 
Mstep: Class 4 contains 194885 members 
Mstep: Class 5 contains 6662 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20252 members 
Mstep: Class 8 contains 186020 members 
Mstep: Class 13 contains 163904 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 63038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112416.000000 Penalty: 36654.218750
Iteration 445Q: 12 clusters Score -8.111242e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13674 members 
Mstep: Class 4 contains 194879 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20262 members 
Mstep: Class 8 contains 186028 members 
Mstep: Class 13 contains 163900 members 
Mstep: Class 16 contains 21077 members 
Mstep: Class 19 contains 63028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112344.000000 Penalty: 36654.218750
Iteration 446Q: 12 clusters Score -8.111234e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13673 members 
Mstep: Class 4 contains 194872 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20277 members 
Mstep: Class 8 contains 186056 members 
Mstep: Class 13 contains 163882 members 
Mstep: Class 16 contains 21077 members 
Mstep: Class 19 contains 63007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112416.000000 Penalty: 36654.218750
Iteration 447Q: 12 clusters Score -8.111242e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13671 members 
Mstep: Class 4 contains 194883 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20296 members 
Mstep: Class 8 contains 186062 members 
Mstep: Class 13 contains 163865 members 
Mstep: Class 16 contains 21080 members 
Mstep: Class 19 contains 62990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112424.000000 Penalty: 36654.218750
Iteration 448Q: 12 clusters Score -8.111242e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13666 members 
Mstep: Class 4 contains 194901 members 
Mstep: Class 5 contains 6660 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20311 members 
Mstep: Class 8 contains 186057 members 
Mstep: Class 13 contains 163863 members 
Mstep: Class 16 contains 21081 members 
Mstep: Class 19 contains 62977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112608.000000 Penalty: 36654.218750
Iteration 449Q: 12 clusters Score -8.111261e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13659 members 
Mstep: Class 4 contains 194920 members 
Mstep: Class 5 contains 6656 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20317 members 
Mstep: Class 8 contains 186027 members 
Mstep: Class 13 contains 163882 members 
Mstep: Class 16 contains 21086 members 
Mstep: Class 19 contains 62977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112592.000000 Penalty: 36654.218750
Iteration 450Q: 12 clusters Score -8.111259e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13644 members 
Mstep: Class 4 contains 194916 members 
Mstep: Class 5 contains 6654 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20325 members 
Mstep: Class 8 contains 186027 members 
Mstep: Class 13 contains 163898 members 
Mstep: Class 16 contains 21089 members 
Mstep: Class 19 contains 62975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112544.000000 Penalty: 36654.218750
Iteration 451Q: 12 clusters Score -8.111254e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13636 members 
Mstep: Class 4 contains 194893 members 
Mstep: Class 5 contains 6651 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20334 members 
Mstep: Class 8 contains 186065 members 
Mstep: Class 13 contains 163894 members 
Mstep: Class 16 contains 21089 members 
Mstep: Class 19 contains 62966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112632.000000 Penalty: 36654.218750
Iteration 452Q: 12 clusters Score -8.111263e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13630 members 
Mstep: Class 4 contains 194888 members 
Mstep: Class 5 contains 6645 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20351 members 
Mstep: Class 8 contains 186080 members 
Mstep: Class 13 contains 163894 members 
Mstep: Class 16 contains 21087 members 
Mstep: Class 19 contains 62952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112680.000000 Penalty: 36654.218750
Iteration 453Q: 12 clusters Score -8.111268e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13621 members 
Mstep: Class 4 contains 194861 members 
Mstep: Class 5 contains 6644 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20368 members 
Mstep: Class 8 contains 186115 members 
Mstep: Class 13 contains 163882 members 
Mstep: Class 16 contains 21090 members 
Mstep: Class 19 contains 62943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112488.000000 Penalty: 36654.218750
Iteration 454Q: 12 clusters Score -8.111249e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13614 members 
Mstep: Class 4 contains 194815 members 
Mstep: Class 5 contains 6641 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20385 members 
Mstep: Class 8 contains 186185 members 
Mstep: Class 13 contains 163856 members 
Mstep: Class 16 contains 21091 members 
Mstep: Class 19 contains 62934 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112576.000000 Penalty: 36654.218750
Iteration 455Q: 12 clusters Score -8.111258e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13597 members 
Mstep: Class 4 contains 194784 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20405 members 
Mstep: Class 8 contains 186235 members 
Mstep: Class 13 contains 163842 members 
Mstep: Class 16 contains 21088 members 
Mstep: Class 19 contains 62927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112464.000000 Penalty: 36654.218750
Iteration 456Q: 12 clusters Score -8.111246e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13589 members 
Mstep: Class 4 contains 194757 members 
Mstep: Class 5 contains 6639 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20420 members 
Mstep: Class 8 contains 186291 members 
Mstep: Class 13 contains 163813 members 
Mstep: Class 16 contains 21084 members 
Mstep: Class 19 contains 62919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112512.000000 Penalty: 36654.218750
Iteration 457Q: 12 clusters Score -8.111251e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13587 members 
Mstep: Class 4 contains 194727 members 
Mstep: Class 5 contains 6638 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20443 members 
Mstep: Class 8 contains 186334 members 
Mstep: Class 13 contains 163786 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 62910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112344.000000 Penalty: 36654.218750
Iteration 458Q: 12 clusters Score -8.111234e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13580 members 
Mstep: Class 4 contains 194694 members 
Mstep: Class 5 contains 6636 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20463 members 
Mstep: Class 8 contains 186353 members 
Mstep: Class 13 contains 163792 members 
Mstep: Class 16 contains 21081 members 
Mstep: Class 19 contains 62904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112208.000000 Penalty: 36654.218750
Iteration 459Q: 12 clusters Score -8.111221e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13565 members 
Mstep: Class 4 contains 194650 members 
Mstep: Class 5 contains 6634 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20471 members 
Mstep: Class 8 contains 186415 members 
Mstep: Class 13 contains 163784 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 19 contains 62908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112160.000000 Penalty: 36654.218750
Iteration 460F: 12 clusters Score -8.111216e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13544 members 
Mstep: Class 4 contains 194611 members 
Mstep: Class 5 contains 6629 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20481 members 
Mstep: Class 8 contains 186466 members 
Mstep: Class 13 contains 163795 members 
Mstep: Class 16 contains 21081 members 
Mstep: Class 19 contains 62899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112120.000000 Penalty: 36654.218750
Iteration 461Q: 12 clusters Score -8.111212e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 2595 members 
Mstep: Class 3 contains 13522 members 
Mstep: Class 4 contains 194564 members 
Mstep: Class 5 contains 6623 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20494 members 
Mstep: Class 8 contains 186551 members 
Mstep: Class 13 contains 163787 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 62885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112272.000000 Penalty: 36654.218750
Iteration 462Q: 12 clusters Score -8.111227e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 2596 members 
Mstep: Class 3 contains 13507 members 
Mstep: Class 4 contains 194512 members 
Mstep: Class 5 contains 6619 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20504 members 
Mstep: Class 8 contains 186622 members 
Mstep: Class 13 contains 163791 members 
Mstep: Class 16 contains 21081 members 
Mstep: Class 19 contains 62876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112288.000000 Penalty: 36654.218750
Iteration 463Q: 12 clusters Score -8.111229e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13501 members 
Mstep: Class 4 contains 194466 members 
Mstep: Class 5 contains 6617 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20516 members 
Mstep: Class 8 contains 186685 members 
Mstep: Class 13 contains 163789 members 
Mstep: Class 16 contains 21080 members 
Mstep: Class 19 contains 62861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112344.000000 Penalty: 36654.218750
Iteration 464Q: 12 clusters Score -8.111234e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13491 members 
Mstep: Class 4 contains 194432 members 
Mstep: Class 5 contains 6613 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20519 members 
Mstep: Class 8 contains 186741 members 
Mstep: Class 13 contains 163796 members 
Mstep: Class 16 contains 21079 members 
Mstep: Class 19 contains 62849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112344.000000 Penalty: 36654.218750
Iteration 465Q: 12 clusters Score -8.111234e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13485 members 
Mstep: Class 4 contains 194400 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20529 members 
Mstep: Class 8 contains 186761 members 
Mstep: Class 13 contains 163816 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 62845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112352.000000 Penalty: 36654.218750
Iteration 466Q: 12 clusters Score -8.111235e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13475 members 
Mstep: Class 4 contains 194340 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 186804 members 
Mstep: Class 13 contains 163840 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 19 contains 62836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112320.000000 Penalty: 36654.218750
Iteration 467Q: 12 clusters Score -8.111232e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13465 members 
Mstep: Class 4 contains 194304 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20546 members 
Mstep: Class 8 contains 186817 members 
Mstep: Class 13 contains 163882 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 62825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112376.000000 Penalty: 36654.218750
Iteration 468Q: 12 clusters Score -8.111238e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13451 members 
Mstep: Class 4 contains 194285 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20561 members 
Mstep: Class 8 contains 186810 members 
Mstep: Class 13 contains 163928 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 19 contains 62814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112384.000000 Penalty: 36654.218750
Iteration 469Q: 12 clusters Score -8.111238e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13436 members 
Mstep: Class 4 contains 194271 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20575 members 
Mstep: Class 8 contains 186811 members 
Mstep: Class 13 contains 163951 members 
Mstep: Class 16 contains 21067 members 
Mstep: Class 19 contains 62815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112488.000000 Penalty: 36654.218750
Iteration 470Q: 12 clusters Score -8.111249e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13429 members 
Mstep: Class 4 contains 194253 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20588 members 
Mstep: Class 8 contains 186827 members 
Mstep: Class 13 contains 163949 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 62814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112592.000000 Penalty: 36654.218750
Iteration 471Q: 12 clusters Score -8.111259e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13420 members 
Mstep: Class 4 contains 194263 members 
Mstep: Class 5 contains 6611 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20600 members 
Mstep: Class 8 contains 186801 members 
Mstep: Class 13 contains 163978 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 19 contains 62805 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 472Q: 12 clusters Score -8.111246e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13404 members 
Mstep: Class 4 contains 194252 members 
Mstep: Class 5 contains 6609 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20608 members 
Mstep: Class 8 contains 186820 members 
Mstep: Class 13 contains 163998 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 62800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112544.000000 Penalty: 36654.218750
Iteration 473Q: 12 clusters Score -8.111254e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13388 members 
Mstep: Class 4 contains 194237 members 
Mstep: Class 5 contains 6605 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20618 members 
Mstep: Class 8 contains 186817 members 
Mstep: Class 13 contains 164027 members 
Mstep: Class 16 contains 21068 members 
Mstep: Class 19 contains 62809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112568.000000 Penalty: 36654.218750
Iteration 474Q: 12 clusters Score -8.111257e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13374 members 
Mstep: Class 4 contains 194201 members 
Mstep: Class 5 contains 6605 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20623 members 
Mstep: Class 8 contains 186859 members 
Mstep: Class 13 contains 164043 members 
Mstep: Class 16 contains 21068 members 
Mstep: Class 19 contains 62805 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 475Q: 12 clusters Score -8.111267e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11778 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13361 members 
Mstep: Class 4 contains 194162 members 
Mstep: Class 5 contains 6605 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20630 members 
Mstep: Class 8 contains 186901 members 
Mstep: Class 13 contains 164054 members 
Mstep: Class 16 contains 21067 members 
Mstep: Class 19 contains 62800 members 
Entering Unmasked Estep 
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Iteration 476Q: 12 clusters Score -8.111278e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13346 members 
Mstep: Class 4 contains 194143 members 
Mstep: Class 5 contains 6604 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20637 members 
Mstep: Class 8 contains 186931 members 
Mstep: Class 13 contains 164060 members 
Mstep: Class 16 contains 21068 members 
Mstep: Class 19 contains 62801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112568.000000 Penalty: 36654.218750
Iteration 477Q: 12 clusters Score -8.111257e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11766 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13338 members 
Mstep: Class 4 contains 194115 members 
Mstep: Class 5 contains 6602 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20646 members 
Mstep: Class 8 contains 186976 members 
Mstep: Class 13 contains 164051 members 
Mstep: Class 16 contains 21067 members 
Mstep: Class 19 contains 62798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112592.000000 Penalty: 36654.218750
Iteration 478Q: 12 clusters Score -8.111259e+07 nChanged 294
Entering ConstructFrom: 
Score: -81112592.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (11771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Entering Unmasked Estep 
Score: -1414400.125000 Penalty: 2324.601807
	Iteration 0F: 2 clusters Score -1414400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1405627.125000 Penalty: 4649.203613
	Iteration 0F: 3 clusters Score -1405627 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1408298.250000 Penalty: 4649.203613
	Iteration 1F: 3 clusters Score -1408298 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1408586.375000 Penalty: 4649.203613
	Iteration 2F: 3 clusters Score -1408586 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1408768.375000 Penalty: 4649.203613
	Iteration 3Q: 3 clusters Score -1408768 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1408905.750000 Penalty: 4649.203613
	Iteration 4Q: 3 clusters Score -1408906 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1409013.500000 Penalty: 4649.203613
	Iteration 5Q: 3 clusters Score -1409014 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1409102.750000 Penalty: 4649.203613
	Iteration 6Q: 3 clusters Score -1409103 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1409170.125000 Penalty: 4649.203613
	Iteration 7Q: 3 clusters Score -1409170 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -1409233.375000 Penalty: 4649.203613
	Iteration 8Q: 3 clusters Score -1409233 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1409306.625000 Penalty: 4649.203613
	Iteration 9Q: 3 clusters Score -1409307 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1409391.750000 Penalty: 4649.203613
	Iteration 10Q: 3 clusters Score -1409392 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1409507.250000 Penalty: 4649.203613
	Iteration 11Q: 3 clusters Score -1409507 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1409682.375000 Penalty: 4649.203613
	Iteration 12Q: 3 clusters Score -1409682 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1409940.625000 Penalty: 4649.203613
	Iteration 13Q: 3 clusters Score -1409941 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1410265.500000 Penalty: 4649.203613
	Iteration 14Q: 3 clusters Score -1410266 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1410646.125000 Penalty: 4649.203613
	Iteration 15Q: 3 clusters Score -1410646 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1411042.250000 Penalty: 4649.203613
	Iteration 16Q: 3 clusters Score -1411042 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -1411482.375000 Penalty: 4649.203613
	Iteration 17Q: 3 clusters Score -1411482 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1411857.750000 Penalty: 4649.203613
	Iteration 18Q: 3 clusters Score -1411858 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1412134.750000 Penalty: 4649.203613
	Iteration 19Q: 3 clusters Score -1412135 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1412310.500000 Penalty: 4649.203613
	Iteration 20F: 3 clusters Score -1412310 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1412439.125000 Penalty: 4649.203613
	Iteration 21Q: 3 clusters Score -1412439 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1412533.750000 Penalty: 4649.203613
	Iteration 22Q: 3 clusters Score -1412534 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1412604.625000 Penalty: 4649.203613
	Iteration 23Q: 3 clusters Score -1412605 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1412660.000000 Penalty: 4649.203613
	Iteration 24Q: 3 clusters Score -1412660 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8757 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1412704.625000 Penalty: 4649.203613
	Iteration 25Q: 3 clusters Score -1412705 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1412740.625000 Penalty: 4649.203613
	Iteration 26Q: 3 clusters Score -1412741 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1412785.625000 Penalty: 4649.203613
	Iteration 27Q: 3 clusters Score -1412786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1412849.000000 Penalty: 4649.203613
	Iteration 28Q: 3 clusters Score -1412849 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1412907.625000 Penalty: 4649.203613
	Iteration 29Q: 3 clusters Score -1412908 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1412950.875000 Penalty: 4649.203613
	Iteration 30Q: 3 clusters Score -1412951 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1412984.250000 Penalty: 4649.203613
	Iteration 31Q: 3 clusters Score -1412984 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1413012.375000 Penalty: 4649.203613
	Iteration 32Q: 3 clusters Score -1413012 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -1413034.375000 Penalty: 4649.203613
	Iteration 33Q: 3 clusters Score -1413034 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1413055.375000 Penalty: 4649.203613
	Iteration 34Q: 3 clusters Score -1413055 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1413073.125000 Penalty: 4649.203613
	Iteration 35Q: 3 clusters Score -1413073 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1413085.750000 Penalty: 4649.203613
	Iteration 36Q: 3 clusters Score -1413086 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -1413094.250000 Penalty: 4649.203613
	Iteration 37Q: 3 clusters Score -1413094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1413097.750000 Penalty: 4649.203613
	Iteration 38Q: 3 clusters Score -1413098 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1413103.375000 Penalty: 4649.203613
	Iteration 39Q: 3 clusters Score -1413103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1413107.625000 Penalty: 4649.203613
	Iteration 40F: 3 clusters Score -1413108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1413109.375000 Penalty: 4649.203613
	Iteration 41Q: 3 clusters Score -1413109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1413113.500000 Penalty: 4649.203613
	Iteration 42Q: 3 clusters Score -1413114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -1413115.875000 Penalty: 4649.203613
	Iteration 43Q: 3 clusters Score -1413116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1413115.875000 Penalty: 4649.203613
	Iteration 44Q: 3 clusters Score -1413116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1413115.750000 Penalty: 4649.203613
	Iteration 45Q: 3 clusters Score -1413116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1413114.750000 Penalty: 4649.203613
	Iteration 46Q: 3 clusters Score -1413115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1413115.250000 Penalty: 4649.203613
	Iteration 47Q: 3 clusters Score -1413115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1413116.750000 Penalty: 4649.203613
	Iteration 48Q: 3 clusters Score -1413117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1413116.750000 Penalty: 4649.203613
	Iteration 49F: 3 clusters Score -1413117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (2597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Entering Unmasked Estep 
Score: -292716.781250 Penalty: 1949.803833
	Iteration 0F: 2 clusters Score -292716.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -289737.437500 Penalty: 3899.607666
	Iteration 0F: 3 clusters Score -289737.4 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -290279.781250 Penalty: 3899.607666
	Iteration 1F: 3 clusters Score -290279.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -290405.593750 Penalty: 3899.607666
	Iteration 2F: 3 clusters Score -290405.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -290478.906250 Penalty: 3899.607666
	Iteration 3Q: 3 clusters Score -290478.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -290526.343750 Penalty: 3899.607666
	Iteration 4Q: 3 clusters Score -290526.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -290570.750000 Penalty: 3899.607666
	Iteration 5Q: 3 clusters Score -290570.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -290601.375000 Penalty: 3899.607666
	Iteration 6Q: 3 clusters Score -290601.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -290619.812500 Penalty: 3899.607666
	Iteration 7Q: 3 clusters Score -290619.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -290632.000000 Penalty: 3899.607666
	Iteration 8Q: 3 clusters Score -290632 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -290640.875000 Penalty: 3899.607666
	Iteration 9Q: 3 clusters Score -290640.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -290646.062500 Penalty: 3899.607666
	Iteration 10Q: 3 clusters Score -290646.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -290649.062500 Penalty: 3899.607666
	Iteration 11Q: 3 clusters Score -290649.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -290652.000000 Penalty: 3899.607666
	Iteration 12Q: 3 clusters Score -290652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -290656.218750 Penalty: 3899.607666
	Iteration 13Q: 3 clusters Score -290656.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -290659.406250 Penalty: 3899.607666
	Iteration 14Q: 3 clusters Score -290659.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -290663.906250 Penalty: 3899.607666
	Iteration 15Q: 3 clusters Score -290663.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290673.000000 Penalty: 3899.607666
	Iteration 16Q: 3 clusters Score -290673 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -290682.093750 Penalty: 3899.607666
	Iteration 17Q: 3 clusters Score -290682.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290694.218750 Penalty: 3899.607666
	Iteration 18Q: 3 clusters Score -290694.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290702.500000 Penalty: 3899.607666
	Iteration 19Q: 3 clusters Score -290702.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -290706.906250 Penalty: 3899.607666
	Iteration 20F: 3 clusters Score -290706.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290709.937500 Penalty: 3899.607666
	Iteration 21Q: 3 clusters Score -290709.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -290712.343750 Penalty: 3899.607666
	Iteration 22Q: 3 clusters Score -290712.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -290713.687500 Penalty: 3899.607666
	Iteration 23Q: 3 clusters Score -290713.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -290715.906250 Penalty: 3899.607666
	Iteration 24Q: 3 clusters Score -290715.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -290717.625000 Penalty: 3899.607666
	Iteration 25Q: 3 clusters Score -290717.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -290719.781250 Penalty: 3899.607666
	Iteration 26Q: 3 clusters Score -290719.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -290720.281250 Penalty: 3899.607666
	Iteration 27Q: 3 clusters Score -290720.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -290720.281250 Penalty: 3899.607666
	Iteration 28F: 3 clusters Score -290720.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (13333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Entering Unmasked Estep 
Score: -1649942.875000 Penalty: 2355.503418
	Iteration 0F: 2 clusters Score -1649943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1640160.375000 Penalty: 4711.006836
	Iteration 0F: 3 clusters Score -1640160 nChanged 5699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1643110.250000 Penalty: 4711.006836
	Iteration 1F: 3 clusters Score -1643110 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1643412.750000 Penalty: 4711.006836
	Iteration 2F: 3 clusters Score -1643413 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1643611.500000 Penalty: 4711.006836
	Iteration 3Q: 3 clusters Score -1643612 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1643741.875000 Penalty: 4711.006836
	Iteration 4Q: 3 clusters Score -1643742 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1643833.000000 Penalty: 4711.006836
	Iteration 5Q: 3 clusters Score -1643833 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1643911.875000 Penalty: 4711.006836
	Iteration 6Q: 3 clusters Score -1643912 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1643974.000000 Penalty: 4711.006836
	Iteration 7Q: 3 clusters Score -1643974 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1644020.625000 Penalty: 4711.006836
	Iteration 8Q: 3 clusters Score -1644021 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -1644071.500000 Penalty: 4711.006836
	Iteration 9Q: 3 clusters Score -1644072 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1644109.375000 Penalty: 4711.006836
	Iteration 10Q: 3 clusters Score -1644109 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1644145.500000 Penalty: 4711.006836
	Iteration 11Q: 3 clusters Score -1644146 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -1644179.000000 Penalty: 4711.006836
	Iteration 12Q: 3 clusters Score -1644179 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1644224.625000 Penalty: 4711.006836
	Iteration 13Q: 3 clusters Score -1644225 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1644257.500000 Penalty: 4711.006836
	Iteration 14Q: 3 clusters Score -1644258 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1644286.875000 Penalty: 4711.006836
	Iteration 15Q: 3 clusters Score -1644287 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1644314.125000 Penalty: 4711.006836
	Iteration 16Q: 3 clusters Score -1644314 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1644344.250000 Penalty: 4711.006836
	Iteration 17Q: 3 clusters Score -1644344 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1644369.750000 Penalty: 4711.006836
	Iteration 18Q: 3 clusters Score -1644370 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1644395.875000 Penalty: 4711.006836
	Iteration 19Q: 3 clusters Score -1644396 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1644415.000000 Penalty: 4711.006836
	Iteration 20F: 3 clusters Score -1644415 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1644446.375000 Penalty: 4711.006836
	Iteration 21Q: 3 clusters Score -1644446 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1644480.375000 Penalty: 4711.006836
	Iteration 22Q: 3 clusters Score -1644480 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -1644509.000000 Penalty: 4711.006836
	Iteration 23Q: 3 clusters Score -1644509 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1644554.500000 Penalty: 4711.006836
	Iteration 24Q: 3 clusters Score -1644554 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1644619.375000 Penalty: 4711.006836
	Iteration 25Q: 3 clusters Score -1644619 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -1644678.250000 Penalty: 4711.006836
	Iteration 26Q: 3 clusters Score -1644678 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -1644781.500000 Penalty: 4711.006836
	Iteration 27Q: 3 clusters Score -1644782 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -1644896.625000 Penalty: 4711.006836
	Iteration 28Q: 3 clusters Score -1644897 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1645069.125000 Penalty: 4711.006836
	Iteration 29Q: 3 clusters Score -1645069 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1645319.750000 Penalty: 4711.006836
	Iteration 30Q: 3 clusters Score -1645320 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1645678.000000 Penalty: 4711.006836
	Iteration 31Q: 3 clusters Score -1645678 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1646120.625000 Penalty: 4711.006836
	Iteration 32Q: 3 clusters Score -1646121 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
Score: -1646611.500000 Penalty: 4711.006836
	Iteration 33Q: 3 clusters Score -1646612 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12099 members 
Entering Unmasked Estep 
Score: -1646987.750000 Penalty: 4711.006836
	Iteration 34Q: 3 clusters Score -1646988 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1647261.625000 Penalty: 4711.006836
	Iteration 35Q: 3 clusters Score -1647262 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1647437.000000 Penalty: 4711.006836
	Iteration 36Q: 3 clusters Score -1647437 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 12736 members 
Entering Unmasked Estep 
Score: -1647556.500000 Penalty: 4711.006836
	Iteration 37Q: 3 clusters Score -1647556 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1647631.250000 Penalty: 4711.006836
	Iteration 38Q: 3 clusters Score -1647631 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -1647705.750000 Penalty: 4711.006836
	Iteration 39Q: 3 clusters Score -1647706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1647745.750000 Penalty: 4711.006836
	Iteration 40F: 3 clusters Score -1647746 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1647780.250000 Penalty: 4711.006836
	Iteration 41Q: 3 clusters Score -1647780 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -1647809.500000 Penalty: 4711.006836
	Iteration 42Q: 3 clusters Score -1647810 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -1647825.875000 Penalty: 4711.006836
	Iteration 43Q: 3 clusters Score -1647826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -1647836.500000 Penalty: 4711.006836
	Iteration 44Q: 3 clusters Score -1647836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -1647846.875000 Penalty: 4711.006836
	Iteration 45Q: 3 clusters Score -1647847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -1647849.375000 Penalty: 4711.006836
	Iteration 46Q: 3 clusters Score -1647849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -1647852.625000 Penalty: 4711.006836
	Iteration 47Q: 3 clusters Score -1647853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1647856.875000 Penalty: 4711.006836
	Iteration 48Q: 3 clusters Score -1647857 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -1647859.500000 Penalty: 4711.006836
	Iteration 49Q: 3 clusters Score -1647860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -1647861.250000 Penalty: 4711.006836
	Iteration 50Q: 3 clusters Score -1647861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -1647861.875000 Penalty: 4711.006836
	Iteration 51Q: 3 clusters Score -1647862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1647865.000000 Penalty: 4711.006836
	Iteration 52Q: 3 clusters Score -1647865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -1647865.000000 Penalty: 4711.006836
	Iteration 53F: 3 clusters Score -1647865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (194102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194102 members 
Entering Unmasked Estep 
Score: -23317614.000000 Penalty: 3019.682373
	Iteration 0F: 2 clusters Score -2.331761e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96993 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -23190738.000000 Penalty: 6039.364746
	Iteration 0F: 3 clusters Score -2.319074e+07 nChanged 93034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96123 members 
Mstep: Class 2 contains 97979 members 
Entering Unmasked Estep 
Score: -23245098.000000 Penalty: 6039.364746
	Iteration 1F: 3 clusters Score -2.32451e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95630 members 
Mstep: Class 2 contains 98472 members 
Entering Unmasked Estep 
Score: -23245978.000000 Penalty: 6039.364746
	Iteration 2Q: 3 clusters Score -2.324598e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94947 members 
Mstep: Class 2 contains 99155 members 
Entering Unmasked Estep 
Score: -23246906.000000 Penalty: 6039.364746
	Iteration 3Q: 3 clusters Score -2.324691e+07 nChanged 5337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93754 members 
Mstep: Class 2 contains 100348 members 
Entering Unmasked Estep 
Score: -23248152.000000 Penalty: 6039.364746
	Iteration 4Q: 3 clusters Score -2.324815e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91897 members 
Mstep: Class 2 contains 102205 members 
Entering Unmasked Estep 
Score: -23249722.000000 Penalty: 6039.364746
	Iteration 5Q: 3 clusters Score -2.324972e+07 nChanged 6704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89059 members 
Mstep: Class 2 contains 105043 members 
Entering Unmasked Estep 
Score: -23251724.000000 Penalty: 6039.364746
	Iteration 6Q: 3 clusters Score -2.325172e+07 nChanged 8004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84837 members 
Mstep: Class 2 contains 109265 members 
Entering Unmasked Estep 
Score: -23255108.000000 Penalty: 6039.364746
	Iteration 7Q: 3 clusters Score -2.325511e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 115100 members 
Entering Unmasked Estep 
Score: -23260446.000000 Penalty: 6039.364746
	Iteration 8Q: 3 clusters Score -2.326045e+07 nChanged 11576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71756 members 
Mstep: Class 2 contains 122346 members 
Entering Unmasked Estep 
Score: -23268742.000000 Penalty: 6039.364746
	Iteration 9F: 3 clusters Score -2.326874e+07 nChanged 12723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64075 members 
Mstep: Class 2 contains 130027 members 
Entering Unmasked Estep 
Score: -23279736.000000 Penalty: 6039.364746
	Iteration 10F: 3 clusters Score -2.327974e+07 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58140 members 
Mstep: Class 2 contains 135962 members 
Entering Unmasked Estep 
Score: -23289500.000000 Penalty: 6039.364746
	Iteration 11F: 3 clusters Score -2.32895e+07 nChanged 9578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 139714 members 
Entering Unmasked Estep 
Score: -23295604.000000 Penalty: 6039.364746
	Iteration 12Q: 3 clusters Score -2.32956e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51733 members 
Mstep: Class 2 contains 142369 members 
Entering Unmasked Estep 
Score: -23299062.000000 Penalty: 6039.364746
	Iteration 13Q: 3 clusters Score -2.329906e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49380 members 
Mstep: Class 2 contains 144722 members 
Entering Unmasked Estep 
Score: -23301990.000000 Penalty: 6039.364746
	Iteration 14Q: 3 clusters Score -2.330199e+07 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47298 members 
Mstep: Class 2 contains 146804 members 
Entering Unmasked Estep 
Score: -23305102.000000 Penalty: 6039.364746
	Iteration 15Q: 3 clusters Score -2.33051e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 148439 members 
Entering Unmasked Estep 
Score: -23308310.000000 Penalty: 6039.364746
	Iteration 16Q: 3 clusters Score -2.330831e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 149634 members 
Entering Unmasked Estep 
Score: -23311032.000000 Penalty: 6039.364746
	Iteration 17Q: 3 clusters Score -2.331103e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43607 members 
Mstep: Class 2 contains 150495 members 
Entering Unmasked Estep 
Score: -23312922.000000 Penalty: 6039.364746
	Iteration 18Q: 3 clusters Score -2.331292e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42950 members 
Mstep: Class 2 contains 151152 members 
Entering Unmasked Estep 
Score: -23314286.000000 Penalty: 6039.364746
	Iteration 19Q: 3 clusters Score -2.331429e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42357 members 
Mstep: Class 2 contains 151745 members 
Entering Unmasked Estep 
Score: -23315164.000000 Penalty: 6039.364746
	Iteration 20F: 3 clusters Score -2.331516e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41871 members 
Mstep: Class 2 contains 152231 members 
Entering Unmasked Estep 
Score: -23315696.000000 Penalty: 6039.364746
	Iteration 21Q: 3 clusters Score -2.33157e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 152678 members 
Entering Unmasked Estep 
Score: -23316052.000000 Penalty: 6039.364746
	Iteration 22Q: 3 clusters Score -2.331605e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 153131 members 
Entering Unmasked Estep 
Score: -23316048.000000 Penalty: 6039.364746
	Iteration 23Q: 3 clusters Score -2.331605e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 153555 members 
Entering Unmasked Estep 
Score: -23316098.000000 Penalty: 6039.364746
	Iteration 24Q: 3 clusters Score -2.33161e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -23316212.000000 Penalty: 6039.364746
	Iteration 25Q: 3 clusters Score -2.331621e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 154308 members 
Entering Unmasked Estep 
Score: -23316194.000000 Penalty: 6039.364746
	Iteration 26Q: 3 clusters Score -2.331619e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 154647 members 
Entering Unmasked Estep 
Score: -23316266.000000 Penalty: 6039.364746
	Iteration 27Q: 3 clusters Score -2.331627e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 154964 members 
Entering Unmasked Estep 
Score: -23316304.000000 Penalty: 6039.364746
	Iteration 28Q: 3 clusters Score -2.33163e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 155241 members 
Entering Unmasked Estep 
Score: -23316314.000000 Penalty: 6039.364746
	Iteration 29Q: 3 clusters Score -2.331631e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -23316302.000000 Penalty: 6039.364746
	Iteration 30Q: 3 clusters Score -2.33163e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 155782 members 
Entering Unmasked Estep 
Score: -23316304.000000 Penalty: 6039.364746
	Iteration 31Q: 3 clusters Score -2.33163e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 156047 members 
Entering Unmasked Estep 
Score: -23316344.000000 Penalty: 6039.364746
	Iteration 32Q: 3 clusters Score -2.331634e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 156314 members 
Entering Unmasked Estep 
Score: -23316380.000000 Penalty: 6039.364746
	Iteration 33Q: 3 clusters Score -2.331638e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 156566 members 
Entering Unmasked Estep 
Score: -23316400.000000 Penalty: 6039.364746
	Iteration 34Q: 3 clusters Score -2.33164e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37319 members 
Mstep: Class 2 contains 156783 members 
Entering Unmasked Estep 
Score: -23316352.000000 Penalty: 6039.364746
	Iteration 35Q: 3 clusters Score -2.331635e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 156987 members 
Entering Unmasked Estep 
Score: -23316376.000000 Penalty: 6039.364746
	Iteration 36Q: 3 clusters Score -2.331638e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36900 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -23316342.000000 Penalty: 6039.364746
	Iteration 37Q: 3 clusters Score -2.331634e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 157413 members 
Entering Unmasked Estep 
Score: -23316332.000000 Penalty: 6039.364746
	Iteration 38Q: 3 clusters Score -2.331633e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36471 members 
Mstep: Class 2 contains 157631 members 
Entering Unmasked Estep 
Score: -23316372.000000 Penalty: 6039.364746
	Iteration 39Q: 3 clusters Score -2.331637e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36234 members 
Mstep: Class 2 contains 157868 members 
Entering Unmasked Estep 
Score: -23316304.000000 Penalty: 6039.364746
	Iteration 40F: 3 clusters Score -2.33163e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 158084 members 
Entering Unmasked Estep 
Score: -23316308.000000 Penalty: 6039.364746
	Iteration 41Q: 3 clusters Score -2.331631e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 158268 members 
Entering Unmasked Estep 
Score: -23316320.000000 Penalty: 6039.364746
	Iteration 42Q: 3 clusters Score -2.331632e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -23316360.000000 Penalty: 6039.364746
	Iteration 43Q: 3 clusters Score -2.331636e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 158651 members 
Entering Unmasked Estep 
Score: -23316366.000000 Penalty: 6039.364746
	Iteration 44Q: 3 clusters Score -2.331637e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 158842 members 
Entering Unmasked Estep 
Score: -23316402.000000 Penalty: 6039.364746
	Iteration 45Q: 3 clusters Score -2.33164e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 159027 members 
Entering Unmasked Estep 
Score: -23316390.000000 Penalty: 6039.364746
	Iteration 46Q: 3 clusters Score -2.331639e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 159206 members 
Entering Unmasked Estep 
Score: -23316424.000000 Penalty: 6039.364746
	Iteration 47Q: 3 clusters Score -2.331642e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 159411 members 
Entering Unmasked Estep 
Score: -23316448.000000 Penalty: 6039.364746
	Iteration 48Q: 3 clusters Score -2.331645e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 159622 members 
Entering Unmasked Estep 
Score: -23316440.000000 Penalty: 6039.364746
	Iteration 49Q: 3 clusters Score -2.331644e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34269 members 
Mstep: Class 2 contains 159833 members 
Entering Unmasked Estep 
Score: -23316472.000000 Penalty: 6039.364746
	Iteration 50Q: 3 clusters Score -2.331647e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 160047 members 
Entering Unmasked Estep 
Score: -23316486.000000 Penalty: 6039.364746
	Iteration 51Q: 3 clusters Score -2.331649e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 160244 members 
Entering Unmasked Estep 
Score: -23316502.000000 Penalty: 6039.364746
	Iteration 52Q: 3 clusters Score -2.33165e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 160440 members 
Entering Unmasked Estep 
Score: -23316504.000000 Penalty: 6039.364746
	Iteration 53Q: 3 clusters Score -2.33165e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33483 members 
Mstep: Class 2 contains 160619 members 
Entering Unmasked Estep 
Score: -23316460.000000 Penalty: 6039.364746
	Iteration 54Q: 3 clusters Score -2.331646e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 160791 members 
Entering Unmasked Estep 
Score: -23316514.000000 Penalty: 6039.364746
	Iteration 55Q: 3 clusters Score -2.331651e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33141 members 
Mstep: Class 2 contains 160961 members 
Entering Unmasked Estep 
Score: -23316532.000000 Penalty: 6039.364746
	Iteration 56Q: 3 clusters Score -2.331653e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 161123 members 
Entering Unmasked Estep 
Score: -23316582.000000 Penalty: 6039.364746
	Iteration 57Q: 3 clusters Score -2.331658e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32815 members 
Mstep: Class 2 contains 161287 members 
Entering Unmasked Estep 
Score: -23316566.000000 Penalty: 6039.364746
	Iteration 58Q: 3 clusters Score -2.331657e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32660 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -23316480.000000 Penalty: 6039.364746
	Iteration 59Q: 3 clusters Score -2.331648e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 161583 members 
Entering Unmasked Estep 
Score: -23316462.000000 Penalty: 6039.364746
	Iteration 60F: 3 clusters Score -2.331646e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32359 members 
Mstep: Class 2 contains 161743 members 
Entering Unmasked Estep 
Score: -23316448.000000 Penalty: 6039.364746
	Iteration 61Q: 3 clusters Score -2.331645e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32194 members 
Mstep: Class 2 contains 161908 members 
Entering Unmasked Estep 
Score: -23316450.000000 Penalty: 6039.364746
	Iteration 62Q: 3 clusters Score -2.331645e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 162095 members 
Entering Unmasked Estep 
Score: -23316444.000000 Penalty: 6039.364746
	Iteration 63Q: 3 clusters Score -2.331644e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 162265 members 
Entering Unmasked Estep 
Score: -23316442.000000 Penalty: 6039.364746
	Iteration 64Q: 3 clusters Score -2.331644e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 162424 members 
Entering Unmasked Estep 
Score: -23316468.000000 Penalty: 6039.364746
	Iteration 65Q: 3 clusters Score -2.331647e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31519 members 
Mstep: Class 2 contains 162583 members 
Entering Unmasked Estep 
Score: -23316468.000000 Penalty: 6039.364746
	Iteration 66Q: 3 clusters Score -2.331647e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 162727 members 
Entering Unmasked Estep 
Score: -23316464.000000 Penalty: 6039.364746
	Iteration 67Q: 3 clusters Score -2.331646e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 162882 members 
Entering Unmasked Estep 
Score: -23316424.000000 Penalty: 6039.364746
	Iteration 68Q: 3 clusters Score -2.331642e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31065 members 
Mstep: Class 2 contains 163037 members 
Entering Unmasked Estep 
Score: -23316402.000000 Penalty: 6039.364746
	Iteration 69Q: 3 clusters Score -2.33164e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 163199 members 
Entering Unmasked Estep 
Score: -23316402.000000 Penalty: 6039.364746
	Iteration 70Q: 3 clusters Score -2.33164e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 163363 members 
Entering Unmasked Estep 
Score: -23316388.000000 Penalty: 6039.364746
	Iteration 71Q: 3 clusters Score -2.331639e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 163511 members 
Entering Unmasked Estep 
Score: -23316344.000000 Penalty: 6039.364746
	Iteration 72Q: 3 clusters Score -2.331634e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 163671 members 
Entering Unmasked Estep 
Score: -23316366.000000 Penalty: 6039.364746
	Iteration 73Q: 3 clusters Score -2.331637e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 163846 members 
Entering Unmasked Estep 
Score: -23316386.000000 Penalty: 6039.364746
	Iteration 74Q: 3 clusters Score -2.331639e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 164018 members 
Entering Unmasked Estep 
Score: -23316356.000000 Penalty: 6039.364746
	Iteration 75Q: 3 clusters Score -2.331636e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29908 members 
Mstep: Class 2 contains 164194 members 
Entering Unmasked Estep 
Score: -23316350.000000 Penalty: 6039.364746
	Iteration 76Q: 3 clusters Score -2.331635e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29742 members 
Mstep: Class 2 contains 164360 members 
Entering Unmasked Estep 
Score: -23316386.000000 Penalty: 6039.364746
	Iteration 77Q: 3 clusters Score -2.331639e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 164506 members 
Entering Unmasked Estep 
Score: -23316374.000000 Penalty: 6039.364746
	Iteration 78Q: 3 clusters Score -2.331637e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Mstep: Class 2 contains 164659 members 
Entering Unmasked Estep 
Score: -23316330.000000 Penalty: 6039.364746
	Iteration 79Q: 3 clusters Score -2.331633e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 164821 members 
Entering Unmasked Estep 
Score: -23316338.000000 Penalty: 6039.364746
	Iteration 80F: 3 clusters Score -2.331634e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29126 members 
Mstep: Class 2 contains 164976 members 
Entering Unmasked Estep 
Score: -23316318.000000 Penalty: 6039.364746
	Iteration 81Q: 3 clusters Score -2.331632e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 165130 members 
Entering Unmasked Estep 
Score: -23316300.000000 Penalty: 6039.364746
	Iteration 82Q: 3 clusters Score -2.33163e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 165281 members 
Entering Unmasked Estep 
Score: -23316340.000000 Penalty: 6039.364746
	Iteration 83Q: 3 clusters Score -2.331634e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 165409 members 
Entering Unmasked Estep 
Score: -23316400.000000 Penalty: 6039.364746
	Iteration 84Q: 3 clusters Score -2.33164e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 165537 members 
Entering Unmasked Estep 
Score: -23316384.000000 Penalty: 6039.364746
	Iteration 85Q: 3 clusters Score -2.331638e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 165658 members 
Entering Unmasked Estep 
Score: -23316384.000000 Penalty: 6039.364746
	Iteration 86Q: 3 clusters Score -2.331638e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 165792 members 
Entering Unmasked Estep 
Score: -23316348.000000 Penalty: 6039.364746
	Iteration 87Q: 3 clusters Score -2.331635e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 165928 members 
Entering Unmasked Estep 
Score: -23316398.000000 Penalty: 6039.364746
	Iteration 88Q: 3 clusters Score -2.33164e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 166063 members 
Entering Unmasked Estep 
Score: -23316364.000000 Penalty: 6039.364746
	Iteration 89Q: 3 clusters Score -2.331636e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 166195 members 
Entering Unmasked Estep 
Score: -23316356.000000 Penalty: 6039.364746
	Iteration 90Q: 3 clusters Score -2.331636e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27770 members 
Mstep: Class 2 contains 166332 members 
Entering Unmasked Estep 
Score: -23316348.000000 Penalty: 6039.364746
	Iteration 91Q: 3 clusters Score -2.331635e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 166471 members 
Entering Unmasked Estep 
Score: -23316322.000000 Penalty: 6039.364746
	Iteration 92Q: 3 clusters Score -2.331632e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 166602 members 
Entering Unmasked Estep 
Score: -23316324.000000 Penalty: 6039.364746
	Iteration 93Q: 3 clusters Score -2.331632e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 166743 members 
Entering Unmasked Estep 
Score: -23316342.000000 Penalty: 6039.364746
	Iteration 94Q: 3 clusters Score -2.331634e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 166880 members 
Entering Unmasked Estep 
Score: -23316338.000000 Penalty: 6039.364746
	Iteration 95Q: 3 clusters Score -2.331634e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 167022 members 
Entering Unmasked Estep 
Score: -23316346.000000 Penalty: 6039.364746
	Iteration 96Q: 3 clusters Score -2.331635e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 167163 members 
Entering Unmasked Estep 
Score: -23316366.000000 Penalty: 6039.364746
	Iteration 97Q: 3 clusters Score -2.331637e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26815 members 
Mstep: Class 2 contains 167287 members 
Entering Unmasked Estep 
Score: -23316308.000000 Penalty: 6039.364746
	Iteration 98Q: 3 clusters Score -2.331631e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26688 members 
Mstep: Class 2 contains 167414 members 
Entering Unmasked Estep 
Score: -23316362.000000 Penalty: 6039.364746
	Iteration 99Q: 3 clusters Score -2.331636e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 167521 members 
Entering Unmasked Estep 
Score: -23316326.000000 Penalty: 6039.364746
	Iteration 100F: 3 clusters Score -2.331633e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 167637 members 
Entering Unmasked Estep 
Score: -23316270.000000 Penalty: 6039.364746
	Iteration 101Q: 3 clusters Score -2.331627e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 167747 members 
Entering Unmasked Estep 
Score: -23316246.000000 Penalty: 6039.364746
	Iteration 102Q: 3 clusters Score -2.331625e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 167854 members 
Entering Unmasked Estep 
Score: -23316272.000000 Penalty: 6039.364746
	Iteration 103Q: 3 clusters Score -2.331627e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 167956 members 
Entering Unmasked Estep 
Score: -23316272.000000 Penalty: 6039.364746
	Iteration 104Q: 3 clusters Score -2.331627e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 168033 members 
Entering Unmasked Estep 
Score: -23316286.000000 Penalty: 6039.364746
	Iteration 105Q: 3 clusters Score -2.331629e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -23316318.000000 Penalty: 6039.364746
	Iteration 106Q: 3 clusters Score -2.331632e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25898 members 
Mstep: Class 2 contains 168204 members 
Entering Unmasked Estep 
Score: -23316336.000000 Penalty: 6039.364746
	Iteration 107Q: 3 clusters Score -2.331634e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25812 members 
Mstep: Class 2 contains 168290 members 
Entering Unmasked Estep 
Score: -23316326.000000 Penalty: 6039.364746
	Iteration 108Q: 3 clusters Score -2.331633e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 168350 members 
Entering Unmasked Estep 
Score: -23316324.000000 Penalty: 6039.364746
	Iteration 109Q: 3 clusters Score -2.331632e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 168407 members 
Entering Unmasked Estep 
Score: -23316326.000000 Penalty: 6039.364746
	Iteration 110Q: 3 clusters Score -2.331633e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 168465 members 
Entering Unmasked Estep 
Score: -23316322.000000 Penalty: 6039.364746
	Iteration 111Q: 3 clusters Score -2.331632e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25584 members 
Mstep: Class 2 contains 168518 members 
Entering Unmasked Estep 
Score: -23316328.000000 Penalty: 6039.364746
	Iteration 112Q: 3 clusters Score -2.331633e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25540 members 
Mstep: Class 2 contains 168562 members 
Entering Unmasked Estep 
Score: -23316322.000000 Penalty: 6039.364746
	Iteration 113Q: 3 clusters Score -2.331632e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 168615 members 
Entering Unmasked Estep 
Score: -23316324.000000 Penalty: 6039.364746
	Iteration 114Q: 3 clusters Score -2.331632e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 168668 members 
Entering Unmasked Estep 
Score: -23316306.000000 Penalty: 6039.364746
	Iteration 115Q: 3 clusters Score -2.331631e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25377 members 
Mstep: Class 2 contains 168725 members 
Entering Unmasked Estep 
Score: -23316334.000000 Penalty: 6039.364746
	Iteration 116Q: 3 clusters Score -2.331633e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25328 members 
Mstep: Class 2 contains 168774 members 
Entering Unmasked Estep 
Score: -23316336.000000 Penalty: 6039.364746
	Iteration 117Q: 3 clusters Score -2.331634e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25283 members 
Mstep: Class 2 contains 168819 members 
Entering Unmasked Estep 
Score: -23316334.000000 Penalty: 6039.364746
	Iteration 118Q: 3 clusters Score -2.331633e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 168868 members 
Entering Unmasked Estep 
Score: -23316332.000000 Penalty: 6039.364746
	Iteration 119Q: 3 clusters Score -2.331633e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 168912 members 
Entering Unmasked Estep 
Score: -23316302.000000 Penalty: 6039.364746
	Iteration 120F: 3 clusters Score -2.33163e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 168958 members 
Entering Unmasked Estep 
Score: -23316344.000000 Penalty: 6039.364746
	Iteration 121Q: 3 clusters Score -2.331634e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 168997 members 
Entering Unmasked Estep 
Score: -23316360.000000 Penalty: 6039.364746
	Iteration 122Q: 3 clusters Score -2.331636e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 169035 members 
Entering Unmasked Estep 
Score: -23316378.000000 Penalty: 6039.364746
	Iteration 123Q: 3 clusters Score -2.331638e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 169079 members 
Entering Unmasked Estep 
Score: -23316386.000000 Penalty: 6039.364746
	Iteration 124Q: 3 clusters Score -2.331639e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 169124 members 
Entering Unmasked Estep 
Score: -23316376.000000 Penalty: 6039.364746
	Iteration 125Q: 3 clusters Score -2.331638e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 169183 members 
Entering Unmasked Estep 
Score: -23316424.000000 Penalty: 6039.364746
	Iteration 126Q: 3 clusters Score -2.331642e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 169248 members 
Entering Unmasked Estep 
Score: -23316410.000000 Penalty: 6039.364746
	Iteration 127Q: 3 clusters Score -2.331641e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 169313 members 
Entering Unmasked Estep 
Score: -23316392.000000 Penalty: 6039.364746
	Iteration 128Q: 3 clusters Score -2.331639e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -23316410.000000 Penalty: 6039.364746
	Iteration 129Q: 3 clusters Score -2.331641e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24654 members 
Mstep: Class 2 contains 169448 members 
Entering Unmasked Estep 
Score: -23316436.000000 Penalty: 6039.364746
	Iteration 130Q: 3 clusters Score -2.331644e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24586 members 
Mstep: Class 2 contains 169516 members 
Entering Unmasked Estep 
Score: -23316402.000000 Penalty: 6039.364746
	Iteration 131Q: 3 clusters Score -2.33164e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24514 members 
Mstep: Class 2 contains 169588 members 
Entering Unmasked Estep 
Score: -23316416.000000 Penalty: 6039.364746
	Iteration 132Q: 3 clusters Score -2.331642e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 169659 members 
Entering Unmasked Estep 
Score: -23316422.000000 Penalty: 6039.364746
	Iteration 133Q: 3 clusters Score -2.331642e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 169722 members 
Entering Unmasked Estep 
Score: -23316414.000000 Penalty: 6039.364746
	Iteration 134Q: 3 clusters Score -2.331641e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 169792 members 
Entering Unmasked Estep 
Score: -23316420.000000 Penalty: 6039.364746
	Iteration 135Q: 3 clusters Score -2.331642e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 169852 members 
Entering Unmasked Estep 
Score: -23316426.000000 Penalty: 6039.364746
	Iteration 136Q: 3 clusters Score -2.331643e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 169905 members 
Entering Unmasked Estep 
Score: -23316424.000000 Penalty: 6039.364746
	Iteration 137Q: 3 clusters Score -2.331642e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -23316414.000000 Penalty: 6039.364746
	Iteration 138Q: 3 clusters Score -2.331641e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 169993 members 
Entering Unmasked Estep 
Score: -23316402.000000 Penalty: 6039.364746
	Iteration 139Q: 3 clusters Score -2.33164e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 170028 members 
Entering Unmasked Estep 
Score: -23316400.000000 Penalty: 6039.364746
	Iteration 140F: 3 clusters Score -2.33164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 170057 members 
Entering Unmasked Estep 
Score: -23316378.000000 Penalty: 6039.364746
	Iteration 141Q: 3 clusters Score -2.331638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -23316372.000000 Penalty: 6039.364746
	Iteration 142Q: 3 clusters Score -2.331637e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23981 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -23316350.000000 Penalty: 6039.364746
	Iteration 143Q: 3 clusters Score -2.331635e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 170157 members 
Entering Unmasked Estep 
Score: -23316364.000000 Penalty: 6039.364746
	Iteration 144Q: 3 clusters Score -2.331636e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 170188 members 
Entering Unmasked Estep 
Score: -23316360.000000 Penalty: 6039.364746
	Iteration 145Q: 3 clusters Score -2.331636e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 170220 members 
Entering Unmasked Estep 
Score: -23316400.000000 Penalty: 6039.364746
	Iteration 146Q: 3 clusters Score -2.33164e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 170258 members 
Entering Unmasked Estep 
Score: -23316386.000000 Penalty: 6039.364746
	Iteration 147Q: 3 clusters Score -2.331639e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 170308 members 
Entering Unmasked Estep 
Score: -23316344.000000 Penalty: 6039.364746
	Iteration 148Q: 3 clusters Score -2.331634e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 170360 members 
Entering Unmasked Estep 
Score: -23316376.000000 Penalty: 6039.364746
	Iteration 149Q: 3 clusters Score -2.331638e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 170408 members 
Entering Unmasked Estep 
Score: -23316344.000000 Penalty: 6039.364746
	Iteration 150Q: 3 clusters Score -2.331634e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 170453 members 
Entering Unmasked Estep 
Score: -23316336.000000 Penalty: 6039.364746
	Iteration 151Q: 3 clusters Score -2.331634e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 170501 members 
Entering Unmasked Estep 
Score: -23316340.000000 Penalty: 6039.364746
	Iteration 152Q: 3 clusters Score -2.331634e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 170549 members 
Entering Unmasked Estep 
Score: -23316350.000000 Penalty: 6039.364746
	Iteration 153Q: 3 clusters Score -2.331635e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23507 members 
Mstep: Class 2 contains 170595 members 
Entering Unmasked Estep 
Score: -23316360.000000 Penalty: 6039.364746
	Iteration 154Q: 3 clusters Score -2.331636e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 170636 members 
Entering Unmasked Estep 
Score: -23316360.000000 Penalty: 6039.364746
	Iteration 155Q: 3 clusters Score -2.331636e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 170673 members 
Entering Unmasked Estep 
Score: -23316390.000000 Penalty: 6039.364746
	Iteration 156Q: 3 clusters Score -2.331639e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23383 members 
Mstep: Class 2 contains 170719 members 
Entering Unmasked Estep 
Score: -23316408.000000 Penalty: 6039.364746
	Iteration 157Q: 3 clusters Score -2.331641e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 170756 members 
Entering Unmasked Estep 
Score: -23316400.000000 Penalty: 6039.364746
	Iteration 158Q: 3 clusters Score -2.33164e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23296 members 
Mstep: Class 2 contains 170806 members 
Entering Unmasked Estep 
Score: -23316426.000000 Penalty: 6039.364746
	Iteration 159Q: 3 clusters Score -2.331643e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 170854 members 
Entering Unmasked Estep 
Score: -23316434.000000 Penalty: 6039.364746
	Iteration 160F: 3 clusters Score -2.331643e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 170900 members 
Entering Unmasked Estep 
Score: -23316412.000000 Penalty: 6039.364746
	Iteration 161Q: 3 clusters Score -2.331641e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23148 members 
Mstep: Class 2 contains 170954 members 
Entering Unmasked Estep 
Score: -23316454.000000 Penalty: 6039.364746
	Iteration 162Q: 3 clusters Score -2.331645e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 171012 members 
Entering Unmasked Estep 
Score: -23316448.000000 Penalty: 6039.364746
	Iteration 163Q: 3 clusters Score -2.331645e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 171079 members 
Entering Unmasked Estep 
Score: -23316432.000000 Penalty: 6039.364746
	Iteration 164Q: 3 clusters Score -2.331643e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 171146 members 
Entering Unmasked Estep 
Score: -23316450.000000 Penalty: 6039.364746
	Iteration 165Q: 3 clusters Score -2.331645e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 171206 members 
Entering Unmasked Estep 
Score: -23316438.000000 Penalty: 6039.364746
	Iteration 166Q: 3 clusters Score -2.331644e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 171273 members 
Entering Unmasked Estep 
Score: -23316460.000000 Penalty: 6039.364746
	Iteration 167Q: 3 clusters Score -2.331646e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 171347 members 
Entering Unmasked Estep 
Score: -23316452.000000 Penalty: 6039.364746
	Iteration 168Q: 3 clusters Score -2.331645e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 171429 members 
Entering Unmasked Estep 
Score: -23316456.000000 Penalty: 6039.364746
	Iteration 169Q: 3 clusters Score -2.331646e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22594 members 
Mstep: Class 2 contains 171508 members 
Entering Unmasked Estep 
Score: -23316434.000000 Penalty: 6039.364746
	Iteration 170Q: 3 clusters Score -2.331643e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 171578 members 
Entering Unmasked Estep 
Score: -23316454.000000 Penalty: 6039.364746
	Iteration 171Q: 3 clusters Score -2.331645e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22444 members 
Mstep: Class 2 contains 171658 members 
Entering Unmasked Estep 
Score: -23316446.000000 Penalty: 6039.364746
	Iteration 172Q: 3 clusters Score -2.331645e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22366 members 
Mstep: Class 2 contains 171736 members 
Entering Unmasked Estep 
Score: -23316450.000000 Penalty: 6039.364746
	Iteration 173Q: 3 clusters Score -2.331645e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 171822 members 
Entering Unmasked Estep 
Score: -23316450.000000 Penalty: 6039.364746
	Iteration 174Q: 3 clusters Score -2.331645e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 171914 members 
Entering Unmasked Estep 
Score: -23316446.000000 Penalty: 6039.364746
	Iteration 175Q: 3 clusters Score -2.331645e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 171996 members 
Entering Unmasked Estep 
Score: -23316460.000000 Penalty: 6039.364746
	Iteration 176Q: 3 clusters Score -2.331646e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 172087 members 
Entering Unmasked Estep 
Score: -23316470.000000 Penalty: 6039.364746
	Iteration 177Q: 3 clusters Score -2.331647e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 172166 members 
Entering Unmasked Estep 
Score: -23316474.000000 Penalty: 6039.364746
	Iteration 178Q: 3 clusters Score -2.331647e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -23316454.000000 Penalty: 6039.364746
	Iteration 179Q: 3 clusters Score -2.331645e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 172330 members 
Entering Unmasked Estep 
Score: -23316482.000000 Penalty: 6039.364746
	Iteration 180F: 3 clusters Score -2.331648e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21682 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -23316512.000000 Penalty: 6039.364746
	Iteration 181Q: 3 clusters Score -2.331651e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 172493 members 
Entering Unmasked Estep 
Score: -23316512.000000 Penalty: 6039.364746
	Iteration 182Q: 3 clusters Score -2.331651e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 172558 members 
Entering Unmasked Estep 
Score: -23316500.000000 Penalty: 6039.364746
	Iteration 183Q: 3 clusters Score -2.33165e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 172615 members 
Entering Unmasked Estep 
Score: -23316494.000000 Penalty: 6039.364746
	Iteration 184Q: 3 clusters Score -2.331649e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 172662 members 
Entering Unmasked Estep 
Score: -23316480.000000 Penalty: 6039.364746
	Iteration 185Q: 3 clusters Score -2.331648e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 172710 members 
Entering Unmasked Estep 
Score: -23316468.000000 Penalty: 6039.364746
	Iteration 186Q: 3 clusters Score -2.331647e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 172758 members 
Entering Unmasked Estep 
Score: -23316490.000000 Penalty: 6039.364746
	Iteration 187Q: 3 clusters Score -2.331649e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 172803 members 
Entering Unmasked Estep 
Score: -23316488.000000 Penalty: 6039.364746
	Iteration 188Q: 3 clusters Score -2.331649e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 172853 members 
Entering Unmasked Estep 
Score: -23316518.000000 Penalty: 6039.364746
	Iteration 189Q: 3 clusters Score -2.331652e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 172901 members 
Entering Unmasked Estep 
Score: -23316530.000000 Penalty: 6039.364746
	Iteration 190Q: 3 clusters Score -2.331653e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 172946 members 
Entering Unmasked Estep 
Score: -23316516.000000 Penalty: 6039.364746
	Iteration 191Q: 3 clusters Score -2.331652e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21105 members 
Mstep: Class 2 contains 172997 members 
Entering Unmasked Estep 
Score: -23316524.000000 Penalty: 6039.364746
	Iteration 192Q: 3 clusters Score -2.331652e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -23316506.000000 Penalty: 6039.364746
	Iteration 193Q: 3 clusters Score -2.331651e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21029 members 
Mstep: Class 2 contains 173073 members 
Entering Unmasked Estep 
Score: -23316510.000000 Penalty: 6039.364746
	Iteration 194Q: 3 clusters Score -2.331651e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 173123 members 
Entering Unmasked Estep 
Score: -23316484.000000 Penalty: 6039.364746
	Iteration 195Q: 3 clusters Score -2.331648e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 173173 members 
Entering Unmasked Estep 
Score: -23316470.000000 Penalty: 6039.364746
	Iteration 196Q: 3 clusters Score -2.331647e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 173222 members 
Entering Unmasked Estep 
Score: -23316466.000000 Penalty: 6039.364746
	Iteration 197Q: 3 clusters Score -2.331647e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Mstep: Class 2 contains 173270 members 
Entering Unmasked Estep 
Score: -23316460.000000 Penalty: 6039.364746
	Iteration 198Q: 3 clusters Score -2.331646e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 173313 members 
Entering Unmasked Estep 
Score: -23316486.000000 Penalty: 6039.364746
	Iteration 199Q: 3 clusters Score -2.331649e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 173357 members 
Entering Unmasked Estep 
Score: -23316480.000000 Penalty: 6039.364746
	Iteration 200F: 3 clusters Score -2.331648e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 173413 members 
Entering Unmasked Estep 
Score: -23316484.000000 Penalty: 6039.364746
	Iteration 201Q: 3 clusters Score -2.331648e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 173476 members 
Entering Unmasked Estep 
Score: -23316452.000000 Penalty: 6039.364746
	Iteration 202Q: 3 clusters Score -2.331645e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 173545 members 
Entering Unmasked Estep 
Score: -23316456.000000 Penalty: 6039.364746
	Iteration 203Q: 3 clusters Score -2.331646e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 173613 members 
Entering Unmasked Estep 
Score: -23316392.000000 Penalty: 6039.364746
	Iteration 204Q: 3 clusters Score -2.331639e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 173677 members 
Entering Unmasked Estep 
Score: -23316424.000000 Penalty: 6039.364746
	Iteration 205Q: 3 clusters Score -2.331642e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 173745 members 
Entering Unmasked Estep 
Score: -23316406.000000 Penalty: 6039.364746
	Iteration 206Q: 3 clusters Score -2.331641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20290 members 
Mstep: Class 2 contains 173812 members 
Entering Unmasked Estep 
Score: -23316444.000000 Penalty: 6039.364746
	Iteration 207Q: 3 clusters Score -2.331644e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 173890 members 
Entering Unmasked Estep 
Score: -23316406.000000 Penalty: 6039.364746
	Iteration 208Q: 3 clusters Score -2.331641e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 173970 members 
Entering Unmasked Estep 
Score: -23316398.000000 Penalty: 6039.364746
	Iteration 209Q: 3 clusters Score -2.33164e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20054 members 
Mstep: Class 2 contains 174048 members 
Entering Unmasked Estep 
Score: -23316444.000000 Penalty: 6039.364746
	Iteration 210Q: 3 clusters Score -2.331644e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 174133 members 
Entering Unmasked Estep 
Score: -23316484.000000 Penalty: 6039.364746
	Iteration 211Q: 3 clusters Score -2.331648e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 174221 members 
Entering Unmasked Estep 
Score: -23316472.000000 Penalty: 6039.364746
	Iteration 212Q: 3 clusters Score -2.331647e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 174299 members 
Entering Unmasked Estep 
Score: -23316484.000000 Penalty: 6039.364746
	Iteration 213Q: 3 clusters Score -2.331648e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 174378 members 
Entering Unmasked Estep 
Score: -23316514.000000 Penalty: 6039.364746
	Iteration 214Q: 3 clusters Score -2.331651e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19624 members 
Mstep: Class 2 contains 174478 members 
Entering Unmasked Estep 
Score: -23316518.000000 Penalty: 6039.364746
	Iteration 215Q: 3 clusters Score -2.331652e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 174570 members 
Entering Unmasked Estep 
Score: -23316520.000000 Penalty: 6039.364746
	Iteration 216Q: 3 clusters Score -2.331652e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 174661 members 
Entering Unmasked Estep 
Score: -23316504.000000 Penalty: 6039.364746
	Iteration 217Q: 3 clusters Score -2.33165e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 174741 members 
Entering Unmasked Estep 
Score: -23316468.000000 Penalty: 6039.364746
	Iteration 218Q: 3 clusters Score -2.331647e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 174821 members 
Entering Unmasked Estep 
Score: -23316454.000000 Penalty: 6039.364746
	Iteration 219Q: 3 clusters Score -2.331645e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 174884 members 
Entering Unmasked Estep 
Score: -23316482.000000 Penalty: 6039.364746
	Iteration 220F: 3 clusters Score -2.331648e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -23316490.000000 Penalty: 6039.364746
	Iteration 221Q: 3 clusters Score -2.331649e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 175010 members 
Entering Unmasked Estep 
Score: -23316496.000000 Penalty: 6039.364746
	Iteration 222Q: 3 clusters Score -2.33165e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 175068 members 
Entering Unmasked Estep 
Score: -23316482.000000 Penalty: 6039.364746
	Iteration 223Q: 3 clusters Score -2.331648e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 175123 members 
Entering Unmasked Estep 
Score: -23316464.000000 Penalty: 6039.364746
	Iteration 224Q: 3 clusters Score -2.331646e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 175174 members 
Entering Unmasked Estep 
Score: -23316442.000000 Penalty: 6039.364746
	Iteration 225Q: 3 clusters Score -2.331644e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 175228 members 
Entering Unmasked Estep 
Score: -23316426.000000 Penalty: 6039.364746
	Iteration 226Q: 3 clusters Score -2.331643e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 175273 members 
Entering Unmasked Estep 
Score: -23316430.000000 Penalty: 6039.364746
	Iteration 227Q: 3 clusters Score -2.331643e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 175307 members 
Entering Unmasked Estep 
Score: -23316424.000000 Penalty: 6039.364746
	Iteration 228Q: 3 clusters Score -2.331642e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 175353 members 
Entering Unmasked Estep 
Score: -23316398.000000 Penalty: 6039.364746
	Iteration 229Q: 3 clusters Score -2.33164e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 175392 members 
Entering Unmasked Estep 
Score: -23316412.000000 Penalty: 6039.364746
	Iteration 230Q: 3 clusters Score -2.331641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 175438 members 
Entering Unmasked Estep 
Score: -23316416.000000 Penalty: 6039.364746
	Iteration 231Q: 3 clusters Score -2.331642e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 175474 members 
Entering Unmasked Estep 
Score: -23316400.000000 Penalty: 6039.364746
	Iteration 232Q: 3 clusters Score -2.33164e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 175504 members 
Entering Unmasked Estep 
Score: -23316408.000000 Penalty: 6039.364746
	Iteration 233Q: 3 clusters Score -2.331641e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 175521 members 
Entering Unmasked Estep 
Score: -23316396.000000 Penalty: 6039.364746
	Iteration 234Q: 3 clusters Score -2.33164e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 175543 members 
Entering Unmasked Estep 
Score: -23316382.000000 Penalty: 6039.364746
	Iteration 235Q: 3 clusters Score -2.331638e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -23316398.000000 Penalty: 6039.364746
	Iteration 236Q: 3 clusters Score -2.33164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 175571 members 
Entering Unmasked Estep 
Score: -23316382.000000 Penalty: 6039.364746
	Iteration 237Q: 3 clusters Score -2.331638e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 175582 members 
Entering Unmasked Estep 
Score: -23316374.000000 Penalty: 6039.364746
	Iteration 238Q: 3 clusters Score -2.331637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 175591 members 
Entering Unmasked Estep 
Score: -23316374.000000 Penalty: 6039.364746
	Iteration 239Q: 3 clusters Score -2.331637e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 175600 members 
Entering Unmasked Estep 
Score: -23316368.000000 Penalty: 6039.364746
	Iteration 240F: 3 clusters Score -2.331637e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -23316366.000000 Penalty: 6039.364746
	Iteration 241Q: 3 clusters Score -2.331637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 175625 members 
Entering Unmasked Estep 
Score: -23316366.000000 Penalty: 6039.364746
	Iteration 242Q: 3 clusters Score -2.331637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 175637 members 
Entering Unmasked Estep 
Score: -23316374.000000 Penalty: 6039.364746
	Iteration 243Q: 3 clusters Score -2.331637e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 175651 members 
Entering Unmasked Estep 
Score: -23316364.000000 Penalty: 6039.364746
	Iteration 244Q: 3 clusters Score -2.331636e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 175664 members 
Entering Unmasked Estep 
Score: -23316362.000000 Penalty: 6039.364746
	Iteration 245Q: 3 clusters Score -2.331636e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 175673 members 
Entering Unmasked Estep 
Score: -23316378.000000 Penalty: 6039.364746
	Iteration 246Q: 3 clusters Score -2.331638e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -23316382.000000 Penalty: 6039.364746
	Iteration 247Q: 3 clusters Score -2.331638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -23316390.000000 Penalty: 6039.364746
	Iteration 248Q: 3 clusters Score -2.331639e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 175712 members 
Entering Unmasked Estep 
Score: -23316388.000000 Penalty: 6039.364746
	Iteration 249Q: 3 clusters Score -2.331639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 175717 members 
Entering Unmasked Estep 
Score: -23316368.000000 Penalty: 6039.364746
	Iteration 250Q: 3 clusters Score -2.331637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 175721 members 
Entering Unmasked Estep 
Score: -23316370.000000 Penalty: 6039.364746
	Iteration 251Q: 3 clusters Score -2.331637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 175729 members 
Entering Unmasked Estep 
Score: -23316362.000000 Penalty: 6039.364746
	Iteration 252Q: 3 clusters Score -2.331636e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 175744 members 
Entering Unmasked Estep 
Score: -23316378.000000 Penalty: 6039.364746
	Iteration 253Q: 3 clusters Score -2.331638e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 175758 members 
Entering Unmasked Estep 
Score: -23316382.000000 Penalty: 6039.364746
	Iteration 254Q: 3 clusters Score -2.331638e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 175775 members 
Entering Unmasked Estep 
Score: -23316374.000000 Penalty: 6039.364746
	Iteration 255Q: 3 clusters Score -2.331637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 175787 members 
Entering Unmasked Estep 
Score: -23316342.000000 Penalty: 6039.364746
	Iteration 256Q: 3 clusters Score -2.331634e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 175796 members 
Entering Unmasked Estep 
Score: -23316336.000000 Penalty: 6039.364746
	Iteration 257Q: 3 clusters Score -2.331634e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 175806 members 
Entering Unmasked Estep 
Score: -23316346.000000 Penalty: 6039.364746
	Iteration 258Q: 3 clusters Score -2.331635e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 175813 members 
Entering Unmasked Estep 
Score: -23316366.000000 Penalty: 6039.364746
	Iteration 259Q: 3 clusters Score -2.331637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 175817 members 
Entering Unmasked Estep 
Score: -23316374.000000 Penalty: 6039.364746
	Iteration 260F: 3 clusters Score -2.331637e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 175818 members 
Entering Unmasked Estep 
Score: -23316380.000000 Penalty: 6039.364746
	Iteration 261Q: 3 clusters Score -2.331638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 175819 members 
Entering Unmasked Estep 
Score: -23316382.000000 Penalty: 6039.364746
	Iteration 262Q: 3 clusters Score -2.331638e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 175820 members 
Entering Unmasked Estep 
Score: -23316386.000000 Penalty: 6039.364746
	Iteration 263Q: 3 clusters Score -2.331639e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 175820 members 
Entering Unmasked Estep 
Score: -23316386.000000 Penalty: 6039.364746
	Iteration 264F: 3 clusters Score -2.331639e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (6600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Entering Unmasked Estep 
Score: -761178.375000 Penalty: 2181.116455
	Iteration 0F: 2 clusters Score -761178.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -755733.500000 Penalty: 4362.232910
	Iteration 0F: 3 clusters Score -755733.5 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -757126.687500 Penalty: 4362.232910
	Iteration 1F: 3 clusters Score -757126.7 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -757440.187500 Penalty: 4362.232910
	Iteration 2F: 3 clusters Score -757440.2 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -757695.000000 Penalty: 4362.232910
	Iteration 3F: 3 clusters Score -757695 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -757898.625000 Penalty: 4362.232910
	Iteration 4Q: 3 clusters Score -757898.6 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -758088.000000 Penalty: 4362.232910
	Iteration 5Q: 3 clusters Score -758088 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -758240.000000 Penalty: 4362.232910
	Iteration 6Q: 3 clusters Score -758240 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -758374.812500 Penalty: 4362.232910
	Iteration 7Q: 3 clusters Score -758374.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -758491.812500 Penalty: 4362.232910
	Iteration 8Q: 3 clusters Score -758491.8 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -758589.125000 Penalty: 4362.232910
	Iteration 9Q: 3 clusters Score -758589.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -758674.187500 Penalty: 4362.232910
	Iteration 10Q: 3 clusters Score -758674.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -758750.625000 Penalty: 4362.232910
	Iteration 11Q: 3 clusters Score -758750.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -758821.250000 Penalty: 4362.232910
	Iteration 12Q: 3 clusters Score -758821.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -758890.312500 Penalty: 4362.232910
	Iteration 13Q: 3 clusters Score -758890.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -758958.937500 Penalty: 4362.232910
	Iteration 14Q: 3 clusters Score -758958.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -759024.812500 Penalty: 4362.232910
	Iteration 15Q: 3 clusters Score -759024.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -759086.875000 Penalty: 4362.232910
	Iteration 16Q: 3 clusters Score -759086.9 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -759140.250000 Penalty: 4362.232910
	Iteration 17Q: 3 clusters Score -759140.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -759189.437500 Penalty: 4362.232910
	Iteration 18Q: 3 clusters Score -759189.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -759230.937500 Penalty: 4362.232910
	Iteration 19Q: 3 clusters Score -759230.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -759274.000000 Penalty: 4362.232910
	Iteration 20F: 3 clusters Score -759274 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -759318.562500 Penalty: 4362.232910
	Iteration 21Q: 3 clusters Score -759318.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -759352.562500 Penalty: 4362.232910
	Iteration 22Q: 3 clusters Score -759352.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -759381.125000 Penalty: 4362.232910
	Iteration 23Q: 3 clusters Score -759381.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -759415.500000 Penalty: 4362.232910
	Iteration 24Q: 3 clusters Score -759415.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -759441.187500 Penalty: 4362.232910
	Iteration 25Q: 3 clusters Score -759441.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -759470.875000 Penalty: 4362.232910
	Iteration 26Q: 3 clusters Score -759470.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -759504.250000 Penalty: 4362.232910
	Iteration 27Q: 3 clusters Score -759504.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -759540.250000 Penalty: 4362.232910
	Iteration 28Q: 3 clusters Score -759540.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -759569.625000 Penalty: 4362.232910
	Iteration 29Q: 3 clusters Score -759569.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -759596.312500 Penalty: 4362.232910
	Iteration 30Q: 3 clusters Score -759596.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -759621.625000 Penalty: 4362.232910
	Iteration 31Q: 3 clusters Score -759621.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -759645.562500 Penalty: 4362.232910
	Iteration 32Q: 3 clusters Score -759645.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -759664.000000 Penalty: 4362.232910
	Iteration 33Q: 3 clusters Score -759664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -759681.062500 Penalty: 4362.232910
	Iteration 34Q: 3 clusters Score -759681.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -759692.937500 Penalty: 4362.232910
	Iteration 35Q: 3 clusters Score -759692.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -759701.312500 Penalty: 4362.232910
	Iteration 36Q: 3 clusters Score -759701.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -759711.125000 Penalty: 4362.232910
	Iteration 37Q: 3 clusters Score -759711.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -759720.562500 Penalty: 4362.232910
	Iteration 38Q: 3 clusters Score -759720.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -759731.000000 Penalty: 4362.232910
	Iteration 39Q: 3 clusters Score -759731 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -759740.062500 Penalty: 4362.232910
	Iteration 40F: 3 clusters Score -759740.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -759747.500000 Penalty: 4362.232910
	Iteration 41Q: 3 clusters Score -759747.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -759752.937500 Penalty: 4362.232910
	Iteration 42Q: 3 clusters Score -759752.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -759755.687500 Penalty: 4362.232910
	Iteration 43Q: 3 clusters Score -759755.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -759760.500000 Penalty: 4362.232910
	Iteration 44Q: 3 clusters Score -759760.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -759764.750000 Penalty: 4362.232910
	Iteration 45Q: 3 clusters Score -759764.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -759768.500000 Penalty: 4362.232910
	Iteration 46Q: 3 clusters Score -759768.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -759770.875000 Penalty: 4362.232910
	Iteration 47Q: 3 clusters Score -759770.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -759772.750000 Penalty: 4362.232910
	Iteration 48Q: 3 clusters Score -759772.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -759775.000000 Penalty: 4362.232910
	Iteration 49Q: 3 clusters Score -759775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -759778.125000 Penalty: 4362.232910
	Iteration 50Q: 3 clusters Score -759778.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -759780.875000 Penalty: 4362.232910
	Iteration 51Q: 3 clusters Score -759780.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -759785.437500 Penalty: 4362.232910
	Iteration 52Q: 3 clusters Score -759785.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -759789.062500 Penalty: 4362.232910
	Iteration 53Q: 3 clusters Score -759789.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -759789.562500 Penalty: 4362.232910
	Iteration 54Q: 3 clusters Score -759789.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -759793.062500 Penalty: 4362.232910
	Iteration 55Q: 3 clusters Score -759793.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -759798.625000 Penalty: 4362.232910
	Iteration 56Q: 3 clusters Score -759798.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -759800.875000 Penalty: 4362.232910
	Iteration 57Q: 3 clusters Score -759800.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -759804.187500 Penalty: 4362.232910
	Iteration 58Q: 3 clusters Score -759804.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -759806.937500 Penalty: 4362.232910
	Iteration 59Q: 3 clusters Score -759806.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -759808.812500 Penalty: 4362.232910
	Iteration 60F: 3 clusters Score -759808.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -759816.375000 Penalty: 4362.232910
	Iteration 61Q: 3 clusters Score -759816.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -759825.062500 Penalty: 4362.232910
	Iteration 62Q: 3 clusters Score -759825.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -759837.250000 Penalty: 4362.232910
	Iteration 63Q: 3 clusters Score -759837.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -759846.250000 Penalty: 4362.232910
	Iteration 64Q: 3 clusters Score -759846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -759856.125000 Penalty: 4362.232910
	Iteration 65Q: 3 clusters Score -759856.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -759862.687500 Penalty: 4362.232910
	Iteration 66Q: 3 clusters Score -759862.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -759871.250000 Penalty: 4362.232910
	Iteration 67Q: 3 clusters Score -759871.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -759876.062500 Penalty: 4362.232910
	Iteration 68Q: 3 clusters Score -759876.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -759883.937500 Penalty: 4362.232910
	Iteration 69Q: 3 clusters Score -759883.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -759889.437500 Penalty: 4362.232910
	Iteration 70Q: 3 clusters Score -759889.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -759893.375000 Penalty: 4362.232910
	Iteration 71Q: 3 clusters Score -759893.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -759900.875000 Penalty: 4362.232910
	Iteration 72Q: 3 clusters Score -759900.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -759906.000000 Penalty: 4362.232910
	Iteration 73Q: 3 clusters Score -759906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -759918.875000 Penalty: 4362.232910
	Iteration 74Q: 3 clusters Score -759918.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -759926.812500 Penalty: 4362.232910
	Iteration 75Q: 3 clusters Score -759926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -759931.500000 Penalty: 4362.232910
	Iteration 76Q: 3 clusters Score -759931.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -759934.125000 Penalty: 4362.232910
	Iteration 77Q: 3 clusters Score -759934.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -759936.625000 Penalty: 4362.232910
	Iteration 78Q: 3 clusters Score -759936.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -759939.812500 Penalty: 4362.232910
	Iteration 79Q: 3 clusters Score -759939.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -759940.312500 Penalty: 4362.232910
	Iteration 80F: 3 clusters Score -759940.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -759942.250000 Penalty: 4362.232910
	Iteration 81Q: 3 clusters Score -759942.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -759944.125000 Penalty: 4362.232910
	Iteration 82Q: 3 clusters Score -759944.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -759944.875000 Penalty: 4362.232910
	Iteration 83Q: 3 clusters Score -759944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -759945.562500 Penalty: 4362.232910
	Iteration 84Q: 3 clusters Score -759945.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -759948.562500 Penalty: 4362.232910
	Iteration 85Q: 3 clusters Score -759948.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -759947.750000 Penalty: 4362.232910
	Iteration 86Q: 3 clusters Score -759947.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -759949.062500 Penalty: 4362.232910
	Iteration 87Q: 3 clusters Score -759949.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -759950.875000 Penalty: 4362.232910
	Iteration 88Q: 3 clusters Score -759950.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -759952.812500 Penalty: 4362.232910
	Iteration 89Q: 3 clusters Score -759952.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -759956.000000 Penalty: 4362.232910
	Iteration 90Q: 3 clusters Score -759956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -759958.125000 Penalty: 4362.232910
	Iteration 91Q: 3 clusters Score -759958.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -759962.562500 Penalty: 4362.232910
	Iteration 92Q: 3 clusters Score -759962.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -759962.562500 Penalty: 4362.232910
	Iteration 93F: 3 clusters Score -759962.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -43421.167969 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -43421.17 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -42089.816406 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -42089.82 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -42318.710938 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -42318.71 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -42375.824219 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -42375.82 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -42408.812500 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -42408.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -42420.238281 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -42420.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -42429.242188 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -42429.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -42433.062500 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -42433.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -42438.289062 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -42438.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -42445.953125 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -42445.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -42448.050781 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -42448.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -42449.246094 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -42449.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42451.195312 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -42451.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -42451.195312 Penalty: 3021.289795
	Iteration 12F: 3 clusters Score -42451.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (20662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Entering Unmasked Estep 
Score: -2507621.500000 Penalty: 2464.140625
	Iteration 0F: 2 clusters Score -2507622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10376 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2493054.500000 Penalty: 4928.281250
	Iteration 0F: 3 clusters Score -2493054 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
Score: -2498176.000000 Penalty: 4928.281250
	Iteration 1F: 3 clusters Score -2498176 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2498800.250000 Penalty: 4928.281250
	Iteration 2F: 3 clusters Score -2498800 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2499641.250000 Penalty: 4928.281250
	Iteration 3F: 3 clusters Score -2499641 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -2500629.250000 Penalty: 4928.281250
	Iteration 4F: 3 clusters Score -2500629 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -2501716.250000 Penalty: 4928.281250
	Iteration 5F: 3 clusters Score -2501716 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2502904.750000 Penalty: 4928.281250
	Iteration 6F: 3 clusters Score -2502905 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2504192.250000 Penalty: 4928.281250
	Iteration 7F: 3 clusters Score -2504192 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2505373.000000 Penalty: 4928.281250
	Iteration 8F: 3 clusters Score -2505373 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -2506081.000000 Penalty: 4928.281250
	Iteration 9Q: 3 clusters Score -2506081 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -2506381.750000 Penalty: 4928.281250
	Iteration 10Q: 3 clusters Score -2506382 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2506523.750000 Penalty: 4928.281250
	Iteration 11Q: 3 clusters Score -2506524 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2506609.000000 Penalty: 4928.281250
	Iteration 12Q: 3 clusters Score -2506609 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -2506646.750000 Penalty: 4928.281250
	Iteration 13Q: 3 clusters Score -2506647 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 14466 members 
Entering Unmasked Estep 
Score: -2506675.250000 Penalty: 4928.281250
	Iteration 14Q: 3 clusters Score -2506675 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 14570 members 
Entering Unmasked Estep 
Score: -2506704.500000 Penalty: 4928.281250
	Iteration 15Q: 3 clusters Score -2506704 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -2506725.500000 Penalty: 4928.281250
	Iteration 16Q: 3 clusters Score -2506726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2506743.000000 Penalty: 4928.281250
	Iteration 17Q: 3 clusters Score -2506743 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2506753.000000 Penalty: 4928.281250
	Iteration 18Q: 3 clusters Score -2506753 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -2506771.000000 Penalty: 4928.281250
	Iteration 19Q: 3 clusters Score -2506771 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2506783.250000 Penalty: 4928.281250
	Iteration 20F: 3 clusters Score -2506783 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2506785.000000 Penalty: 4928.281250
	Iteration 21Q: 3 clusters Score -2506785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2506793.250000 Penalty: 4928.281250
	Iteration 22Q: 3 clusters Score -2506793 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2506793.500000 Penalty: 4928.281250
	Iteration 23Q: 3 clusters Score -2506794 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 15116 members 
Entering Unmasked Estep 
Score: -2506803.000000 Penalty: 4928.281250
	Iteration 24Q: 3 clusters Score -2506803 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2506820.000000 Penalty: 4928.281250
	Iteration 25Q: 3 clusters Score -2506820 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 15201 members 
Entering Unmasked Estep 
Score: -2506827.750000 Penalty: 4928.281250
	Iteration 26Q: 3 clusters Score -2506828 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
Score: -2506829.750000 Penalty: 4928.281250
	Iteration 27Q: 3 clusters Score -2506830 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2506834.250000 Penalty: 4928.281250
	Iteration 28Q: 3 clusters Score -2506834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -2506840.000000 Penalty: 4928.281250
	Iteration 29Q: 3 clusters Score -2506840 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2506844.250000 Penalty: 4928.281250
	Iteration 30Q: 3 clusters Score -2506844 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 15383 members 
Entering Unmasked Estep 
Score: -2506848.750000 Penalty: 4928.281250
	Iteration 31Q: 3 clusters Score -2506849 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -2506842.750000 Penalty: 4928.281250
	Iteration 32Q: 3 clusters Score -2506843 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 15458 members 
Entering Unmasked Estep 
Score: -2506849.250000 Penalty: 4928.281250
	Iteration 33Q: 3 clusters Score -2506849 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2506860.000000 Penalty: 4928.281250
	Iteration 34Q: 3 clusters Score -2506860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2506865.250000 Penalty: 4928.281250
	Iteration 35Q: 3 clusters Score -2506865 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2506880.250000 Penalty: 4928.281250
	Iteration 36Q: 3 clusters Score -2506880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -2506877.250000 Penalty: 4928.281250
	Iteration 37Q: 3 clusters Score -2506877 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -2506880.000000 Penalty: 4928.281250
	Iteration 38Q: 3 clusters Score -2506880 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2506881.500000 Penalty: 4928.281250
	Iteration 39Q: 3 clusters Score -2506882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -2506889.000000 Penalty: 4928.281250
	Iteration 40F: 3 clusters Score -2506889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2506900.000000 Penalty: 4928.281250
	Iteration 41Q: 3 clusters Score -2506900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -2506906.000000 Penalty: 4928.281250
	Iteration 42Q: 3 clusters Score -2506906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2506910.500000 Penalty: 4928.281250
	Iteration 43Q: 3 clusters Score -2506910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -2506914.500000 Penalty: 4928.281250
	Iteration 44Q: 3 clusters Score -2506914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2506910.000000 Penalty: 4928.281250
	Iteration 45Q: 3 clusters Score -2506910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -2506911.500000 Penalty: 4928.281250
	Iteration 46Q: 3 clusters Score -2506912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2506914.500000 Penalty: 4928.281250
	Iteration 47Q: 3 clusters Score -2506914 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2506917.000000 Penalty: 4928.281250
	Iteration 48Q: 3 clusters Score -2506917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -2506915.000000 Penalty: 4928.281250
	Iteration 49Q: 3 clusters Score -2506915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2506913.250000 Penalty: 4928.281250
	Iteration 50Q: 3 clusters Score -2506913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2506911.500000 Penalty: 4928.281250
	Iteration 51Q: 3 clusters Score -2506912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -2506911.250000 Penalty: 4928.281250
	Iteration 52Q: 3 clusters Score -2506911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2506910.000000 Penalty: 4928.281250
	Iteration 53Q: 3 clusters Score -2506910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2506908.750000 Penalty: 4928.281250
	Iteration 54Q: 3 clusters Score -2506909 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 15834 members 
Entering Unmasked Estep 
Score: -2506910.250000 Penalty: 4928.281250
	Iteration 55Q: 3 clusters Score -2506910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2506914.500000 Penalty: 4928.281250
	Iteration 56Q: 3 clusters Score -2506914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -2506913.250000 Penalty: 4928.281250
	Iteration 57Q: 3 clusters Score -2506913 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2506916.250000 Penalty: 4928.281250
	Iteration 58Q: 3 clusters Score -2506916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2506914.750000 Penalty: 4928.281250
	Iteration 59Q: 3 clusters Score -2506915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 15845 members 
Entering Unmasked Estep 
Score: -2506915.250000 Penalty: 4928.281250
	Iteration 60F: 3 clusters Score -2506915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2506913.250000 Penalty: 4928.281250
	Iteration 61Q: 3 clusters Score -2506913 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2506910.000000 Penalty: 4928.281250
	Iteration 62Q: 3 clusters Score -2506910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2506912.750000 Penalty: 4928.281250
	Iteration 63Q: 3 clusters Score -2506913 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2506910.250000 Penalty: 4928.281250
	Iteration 64Q: 3 clusters Score -2506910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2506909.750000 Penalty: 4928.281250
	Iteration 65Q: 3 clusters Score -2506910 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2506909.750000 Penalty: 4928.281250
	Iteration 66F: 3 clusters Score -2506910 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (187010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187010 members 
Entering Unmasked Estep 
Score: -22581092.000000 Penalty: 3010.451416
	Iteration 0F: 2 clusters Score -2.258109e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 93283 members 
Entering Unmasked Estep 
Score: -22458196.000000 Penalty: 6020.902832
	Iteration 0F: 3 clusters Score -2.24582e+07 nChanged 90252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94899 members 
Mstep: Class 2 contains 92111 members 
Entering Unmasked Estep 
Score: -22511694.000000 Penalty: 6020.902832
	Iteration 1F: 3 clusters Score -2.251169e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95749 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -22512950.000000 Penalty: 6020.902832
	Iteration 2Q: 3 clusters Score -2.251295e+07 nChanged 5508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97067 members 
Mstep: Class 2 contains 89943 members 
Entering Unmasked Estep 
Score: -22513908.000000 Penalty: 6020.902832
	Iteration 3Q: 3 clusters Score -2.251391e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99056 members 
Mstep: Class 2 contains 87954 members 
Entering Unmasked Estep 
Score: -22515408.000000 Penalty: 6020.902832
	Iteration 4Q: 3 clusters Score -2.251541e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102081 members 
Mstep: Class 2 contains 84929 members 
Entering Unmasked Estep 
Score: -22517090.000000 Penalty: 6020.902832
	Iteration 5Q: 3 clusters Score -2.251709e+07 nChanged 6590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106577 members 
Mstep: Class 2 contains 80433 members 
Entering Unmasked Estep 
Score: -22519474.000000 Penalty: 6020.902832
	Iteration 6Q: 3 clusters Score -2.251947e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113176 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -22523212.000000 Penalty: 6020.902832
	Iteration 7Q: 3 clusters Score -2.252321e+07 nChanged 9867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122327 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -22528948.000000 Penalty: 6020.902832
	Iteration 8F: 3 clusters Score -2.252895e+07 nChanged 11741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133778 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -22537006.000000 Penalty: 6020.902832
	Iteration 9F: 3 clusters Score -2.253701e+07 nChanged 12992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146682 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -22546894.000000 Penalty: 6020.902832
	Iteration 10F: 3 clusters Score -2.254689e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159433 members 
Mstep: Class 2 contains 27577 members 
Entering Unmasked Estep 
Score: -22556564.000000 Penalty: 6020.902832
	Iteration 11F: 3 clusters Score -2.255656e+07 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -22565182.000000 Penalty: 6020.902832
	Iteration 12F: 3 clusters Score -2.256518e+07 nChanged 7746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177850 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -22571452.000000 Penalty: 6020.902832
	Iteration 13Q: 3 clusters Score -2.257145e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182478 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -22574996.000000 Penalty: 6020.902832
	Iteration 14Q: 3 clusters Score -2.2575e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184870 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -22576712.000000 Penalty: 6020.902832
	Iteration 15Q: 3 clusters Score -2.257671e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185876 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -22577616.000000 Penalty: 6020.902832
	Iteration 16Q: 3 clusters Score -2.257762e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186268 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -22577946.000000 Penalty: 6020.902832
	Iteration 17Q: 3 clusters Score -2.257795e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186438 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -22578166.000000 Penalty: 6020.902832
	Iteration 18Q: 3 clusters Score -2.257817e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186517 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -22578264.000000 Penalty: 6020.902832
	Iteration 19Q: 3 clusters Score -2.257826e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186561 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -22578288.000000 Penalty: 6020.902832
	Iteration 20F: 3 clusters Score -2.257829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186591 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -22578328.000000 Penalty: 6020.902832
	Iteration 21Q: 3 clusters Score -2.257833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186609 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -22578332.000000 Penalty: 6020.902832
	Iteration 22Q: 3 clusters Score -2.257833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186618 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -22578348.000000 Penalty: 6020.902832
	Iteration 23Q: 3 clusters Score -2.257835e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186627 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -22578388.000000 Penalty: 6020.902832
	Iteration 24Q: 3 clusters Score -2.257839e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -22578392.000000 Penalty: 6020.902832
	Iteration 25Q: 3 clusters Score -2.257839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186635 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -22578388.000000 Penalty: 6020.902832
	Iteration 26Q: 3 clusters Score -2.257839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186638 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -22578388.000000 Penalty: 6020.902832
	Iteration 27Q: 3 clusters Score -2.257839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186640 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -22578398.000000 Penalty: 6020.902832
	Iteration 28Q: 3 clusters Score -2.25784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186641 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -22578394.000000 Penalty: 6020.902832
	Iteration 29Q: 3 clusters Score -2.257839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186642 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -22578400.000000 Penalty: 6020.902832
	Iteration 30Q: 3 clusters Score -2.25784e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186643 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -22578394.000000 Penalty: 6020.902832
	Iteration 31Q: 3 clusters Score -2.257839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186645 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -22578408.000000 Penalty: 6020.902832
	Iteration 32Q: 3 clusters Score -2.257841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186646 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22578416.000000 Penalty: 6020.902832
	Iteration 33Q: 3 clusters Score -2.257842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186647 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -22578404.000000 Penalty: 6020.902832
	Iteration 34Q: 3 clusters Score -2.25784e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186646 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22578402.000000 Penalty: 6020.902832
	Iteration 35Q: 3 clusters Score -2.25784e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186646 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -22578402.000000 Penalty: 6020.902832
	Iteration 36F: 3 clusters Score -2.25784e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (164024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164024 members 
Entering Unmasked Estep 
Score: -19809832.000000 Penalty: 2977.926270
	Iteration 0F: 2 clusters Score -1.980983e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 82043 members 
Entering Unmasked Estep 
Score: -19702162.000000 Penalty: 5955.852539
	Iteration 0F: 3 clusters Score -1.970216e+07 nChanged 78437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 83256 members 
Entering Unmasked Estep 
Score: -19748234.000000 Penalty: 5955.852539
	Iteration 1F: 3 clusters Score -1.974823e+07 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80056 members 
Mstep: Class 2 contains 83968 members 
Entering Unmasked Estep 
Score: -19749018.000000 Penalty: 5955.852539
	Iteration 2Q: 3 clusters Score -1.974902e+07 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78995 members 
Mstep: Class 2 contains 85029 members 
Entering Unmasked Estep 
Score: -19749932.000000 Penalty: 5955.852539
	Iteration 3Q: 3 clusters Score -1.974993e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77491 members 
Mstep: Class 2 contains 86533 members 
Entering Unmasked Estep 
Score: -19751278.000000 Penalty: 5955.852539
	Iteration 4Q: 3 clusters Score -1.975128e+07 nChanged 5440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75167 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -19752896.000000 Penalty: 5955.852539
	Iteration 5Q: 3 clusters Score -1.97529e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71843 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -19755132.000000 Penalty: 5955.852539
	Iteration 6Q: 3 clusters Score -1.975513e+07 nChanged 7171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 96864 members 
Entering Unmasked Estep 
Score: -19758414.000000 Penalty: 5955.852539
	Iteration 7Q: 3 clusters Score -1.975841e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60962 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -19763312.000000 Penalty: 5955.852539
	Iteration 8F: 3 clusters Score -1.976331e+07 nChanged 9757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53297 members 
Mstep: Class 2 contains 110727 members 
Entering Unmasked Estep 
Score: -19770308.000000 Penalty: 5955.852539
	Iteration 9F: 3 clusters Score -1.977031e+07 nChanged 10080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 118759 members 
Entering Unmasked Estep 
Score: -19778476.000000 Penalty: 5955.852539
	Iteration 10F: 3 clusters Score -1.977848e+07 nChanged 8934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38279 members 
Mstep: Class 2 contains 125745 members 
Entering Unmasked Estep 
Score: -19785616.000000 Penalty: 5955.852539
	Iteration 11F: 3 clusters Score -1.978562e+07 nChanged 6939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32880 members 
Mstep: Class 2 contains 131144 members 
Entering Unmasked Estep 
Score: -19790102.000000 Penalty: 5955.852539
	Iteration 12Q: 3 clusters Score -1.97901e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 135488 members 
Entering Unmasked Estep 
Score: -19793176.000000 Penalty: 5955.852539
	Iteration 13Q: 3 clusters Score -1.979318e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24736 members 
Mstep: Class 2 contains 139288 members 
Entering Unmasked Estep 
Score: -19795522.000000 Penalty: 5955.852539
	Iteration 14Q: 3 clusters Score -1.979552e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21250 members 
Mstep: Class 2 contains 142774 members 
Entering Unmasked Estep 
Score: -19797514.000000 Penalty: 5955.852539
	Iteration 15Q: 3 clusters Score -1.979751e+07 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 146001 members 
Entering Unmasked Estep 
Score: -19799418.000000 Penalty: 5955.852539
	Iteration 16Q: 3 clusters Score -1.979942e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15104 members 
Mstep: Class 2 contains 148920 members 
Entering Unmasked Estep 
Score: -19801244.000000 Penalty: 5955.852539
	Iteration 17Q: 3 clusters Score -1.980124e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 151412 members 
Entering Unmasked Estep 
Score: -19802758.000000 Penalty: 5955.852539
	Iteration 18Q: 3 clusters Score -1.980276e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -19804092.000000 Penalty: 5955.852539
	Iteration 19Q: 3 clusters Score -1.980409e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 155258 members 
Entering Unmasked Estep 
Score: -19805194.000000 Penalty: 5955.852539
	Iteration 20F: 3 clusters Score -1.980519e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 156582 members 
Entering Unmasked Estep 
Score: -19805834.000000 Penalty: 5955.852539
	Iteration 21Q: 3 clusters Score -1.980583e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 157603 members 
Entering Unmasked Estep 
Score: -19806268.000000 Penalty: 5955.852539
	Iteration 22Q: 3 clusters Score -1.980627e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 158435 members 
Entering Unmasked Estep 
Score: -19806594.000000 Penalty: 5955.852539
	Iteration 23Q: 3 clusters Score -1.980659e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 159120 members 
Entering Unmasked Estep 
Score: -19806824.000000 Penalty: 5955.852539
	Iteration 24Q: 3 clusters Score -1.980682e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 159689 members 
Entering Unmasked Estep 
Score: -19807010.000000 Penalty: 5955.852539
	Iteration 25Q: 3 clusters Score -1.980701e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 160161 members 
Entering Unmasked Estep 
Score: -19807140.000000 Penalty: 5955.852539
	Iteration 26Q: 3 clusters Score -1.980714e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 160547 members 
Entering Unmasked Estep 
Score: -19807260.000000 Penalty: 5955.852539
	Iteration 27Q: 3 clusters Score -1.980726e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 160876 members 
Entering Unmasked Estep 
Score: -19807328.000000 Penalty: 5955.852539
	Iteration 28Q: 3 clusters Score -1.980733e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 161145 members 
Entering Unmasked Estep 
Score: -19807368.000000 Penalty: 5955.852539
	Iteration 29Q: 3 clusters Score -1.980737e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 161353 members 
Entering Unmasked Estep 
Score: -19807378.000000 Penalty: 5955.852539
	Iteration 30Q: 3 clusters Score -1.980738e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 161526 members 
Entering Unmasked Estep 
Score: -19807414.000000 Penalty: 5955.852539
	Iteration 31Q: 3 clusters Score -1.980741e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 161678 members 
Entering Unmasked Estep 
Score: -19807454.000000 Penalty: 5955.852539
	Iteration 32Q: 3 clusters Score -1.980745e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 161791 members 
Entering Unmasked Estep 
Score: -19807462.000000 Penalty: 5955.852539
	Iteration 33Q: 3 clusters Score -1.980746e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -19807490.000000 Penalty: 5955.852539
	Iteration 34Q: 3 clusters Score -1.980749e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 161983 members 
Entering Unmasked Estep 
Score: -19807542.000000 Penalty: 5955.852539
	Iteration 35Q: 3 clusters Score -1.980754e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 162063 members 
Entering Unmasked Estep 
Score: -19807542.000000 Penalty: 5955.852539
	Iteration 36Q: 3 clusters Score -1.980754e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 162136 members 
Entering Unmasked Estep 
Score: -19807584.000000 Penalty: 5955.852539
	Iteration 37Q: 3 clusters Score -1.980758e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 162190 members 
Entering Unmasked Estep 
Score: -19807604.000000 Penalty: 5955.852539
	Iteration 38Q: 3 clusters Score -1.98076e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 162247 members 
Entering Unmasked Estep 
Score: -19807612.000000 Penalty: 5955.852539
	Iteration 39Q: 3 clusters Score -1.980761e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 162298 members 
Entering Unmasked Estep 
Score: -19807614.000000 Penalty: 5955.852539
	Iteration 40F: 3 clusters Score -1.980761e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 162348 members 
Entering Unmasked Estep 
Score: -19807640.000000 Penalty: 5955.852539
	Iteration 41Q: 3 clusters Score -1.980764e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 162391 members 
Entering Unmasked Estep 
Score: -19807624.000000 Penalty: 5955.852539
	Iteration 42Q: 3 clusters Score -1.980762e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -19807622.000000 Penalty: 5955.852539
	Iteration 43Q: 3 clusters Score -1.980762e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 162460 members 
Entering Unmasked Estep 
Score: -19807616.000000 Penalty: 5955.852539
	Iteration 44Q: 3 clusters Score -1.980762e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 162489 members 
Entering Unmasked Estep 
Score: -19807608.000000 Penalty: 5955.852539
	Iteration 45Q: 3 clusters Score -1.980761e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 162517 members 
Entering Unmasked Estep 
Score: -19807596.000000 Penalty: 5955.852539
	Iteration 46Q: 3 clusters Score -1.98076e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 162539 members 
Entering Unmasked Estep 
Score: -19807592.000000 Penalty: 5955.852539
	Iteration 47Q: 3 clusters Score -1.980759e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 162555 members 
Entering Unmasked Estep 
Score: -19807608.000000 Penalty: 5955.852539
	Iteration 48Q: 3 clusters Score -1.980761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 162563 members 
Entering Unmasked Estep 
Score: -19807616.000000 Penalty: 5955.852539
	Iteration 49Q: 3 clusters Score -1.980762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 162570 members 
Entering Unmasked Estep 
Score: -19807624.000000 Penalty: 5955.852539
	Iteration 50Q: 3 clusters Score -1.980762e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 162575 members 
Entering Unmasked Estep 
Score: -19807632.000000 Penalty: 5955.852539
	Iteration 51Q: 3 clusters Score -1.980763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 162584 members 
Entering Unmasked Estep 
Score: -19807612.000000 Penalty: 5955.852539
	Iteration 52Q: 3 clusters Score -1.980761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 162588 members 
Entering Unmasked Estep 
Score: -19807606.000000 Penalty: 5955.852539
	Iteration 53Q: 3 clusters Score -1.980761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 162593 members 
Entering Unmasked Estep 
Score: -19807606.000000 Penalty: 5955.852539
	Iteration 54Q: 3 clusters Score -1.980761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -19807620.000000 Penalty: 5955.852539
	Iteration 55Q: 3 clusters Score -1.980762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 162598 members 
Entering Unmasked Estep 
Score: -19807618.000000 Penalty: 5955.852539
	Iteration 56Q: 3 clusters Score -1.980762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 162599 members 
Entering Unmasked Estep 
Score: -19807626.000000 Penalty: 5955.852539
	Iteration 57Q: 3 clusters Score -1.980763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 162602 members 
Entering Unmasked Estep 
Score: -19807628.000000 Penalty: 5955.852539
	Iteration 58Q: 3 clusters Score -1.980763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 162604 members 
Entering Unmasked Estep 
Score: -19807624.000000 Penalty: 5955.852539
	Iteration 59Q: 3 clusters Score -1.980762e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 162604 members 
Entering Unmasked Estep 
Score: -19807626.000000 Penalty: 5955.852539
	Iteration 60F: 3 clusters Score -1.980763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 162605 members 
Entering Unmasked Estep 
Score: -19807622.000000 Penalty: 5955.852539
	Iteration 61Q: 3 clusters Score -1.980762e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 162605 members 
Entering Unmasked Estep 
Score: -19807622.000000 Penalty: 5955.852539
	Iteration 62F: 3 clusters Score -1.980762e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (21069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21069 members 
Entering Unmasked Estep 
Score: -2535890.250000 Penalty: 2468.978271
	Iteration 0F: 2 clusters Score -2535890 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2521103.250000 Penalty: 4937.956543
	Iteration 0F: 3 clusters Score -2521103 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2526030.500000 Penalty: 4937.956543
	Iteration 1F: 3 clusters Score -2526030 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2526643.000000 Penalty: 4937.956543
	Iteration 2F: 3 clusters Score -2526643 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2527296.500000 Penalty: 4937.956543
	Iteration 3F: 3 clusters Score -2527296 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2527939.000000 Penalty: 4937.956543
	Iteration 4F: 3 clusters Score -2527939 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -2528591.500000 Penalty: 4937.956543
	Iteration 5F: 3 clusters Score -2528592 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2529369.250000 Penalty: 4937.956543
	Iteration 6F: 3 clusters Score -2529369 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12957 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2530257.750000 Penalty: 4937.956543
	Iteration 7F: 3 clusters Score -2530258 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -2531206.250000 Penalty: 4937.956543
	Iteration 8F: 3 clusters Score -2531206 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2532081.250000 Penalty: 4937.956543
	Iteration 9F: 3 clusters Score -2532081 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -2532835.250000 Penalty: 4937.956543
	Iteration 10F: 3 clusters Score -2532835 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -2533473.750000 Penalty: 4937.956543
	Iteration 11Q: 3 clusters Score -2533474 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2533938.000000 Penalty: 4937.956543
	Iteration 12Q: 3 clusters Score -2533938 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2534278.250000 Penalty: 4937.956543
	Iteration 13Q: 3 clusters Score -2534278 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2534553.500000 Penalty: 4937.956543
	Iteration 14Q: 3 clusters Score -2534554 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -2534727.750000 Penalty: 4937.956543
	Iteration 15Q: 3 clusters Score -2534728 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -2534847.000000 Penalty: 4937.956543
	Iteration 16Q: 3 clusters Score -2534847 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2534926.750000 Penalty: 4937.956543
	Iteration 17Q: 3 clusters Score -2534927 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2534991.750000 Penalty: 4937.956543
	Iteration 18Q: 3 clusters Score -2534992 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19153 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2535013.250000 Penalty: 4937.956543
	Iteration 19Q: 3 clusters Score -2535013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2535039.250000 Penalty: 4937.956543
	Iteration 20F: 3 clusters Score -2535039 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2535060.250000 Penalty: 4937.956543
	Iteration 21Q: 3 clusters Score -2535060 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2535078.500000 Penalty: 4937.956543
	Iteration 22Q: 3 clusters Score -2535078 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2535088.250000 Penalty: 4937.956543
	Iteration 23Q: 3 clusters Score -2535088 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2535099.250000 Penalty: 4937.956543
	Iteration 24Q: 3 clusters Score -2535099 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2535110.500000 Penalty: 4937.956543
	Iteration 25Q: 3 clusters Score -2535110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2535114.750000 Penalty: 4937.956543
	Iteration 26Q: 3 clusters Score -2535115 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2535117.750000 Penalty: 4937.956543
	Iteration 27Q: 3 clusters Score -2535118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2535123.000000 Penalty: 4937.956543
	Iteration 28Q: 3 clusters Score -2535123 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2535125.000000 Penalty: 4937.956543
	Iteration 29Q: 3 clusters Score -2535125 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -2535130.500000 Penalty: 4937.956543
	Iteration 30Q: 3 clusters Score -2535130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2535134.500000 Penalty: 4937.956543
	Iteration 31Q: 3 clusters Score -2535134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2535140.250000 Penalty: 4937.956543
	Iteration 32Q: 3 clusters Score -2535140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2535138.750000 Penalty: 4937.956543
	Iteration 33Q: 3 clusters Score -2535139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2535142.750000 Penalty: 4937.956543
	Iteration 34Q: 3 clusters Score -2535143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2535144.750000 Penalty: 4937.956543
	Iteration 35Q: 3 clusters Score -2535145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2535142.500000 Penalty: 4937.956543
	Iteration 36Q: 3 clusters Score -2535142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19584 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2535142.750000 Penalty: 4937.956543
	Iteration 37Q: 3 clusters Score -2535143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2535144.500000 Penalty: 4937.956543
	Iteration 38Q: 3 clusters Score -2535144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2535147.750000 Penalty: 4937.956543
	Iteration 39Q: 3 clusters Score -2535148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2535144.750000 Penalty: 4937.956543
	Iteration 40F: 3 clusters Score -2535145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2535138.500000 Penalty: 4937.956543
	Iteration 41Q: 3 clusters Score -2535138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -2535139.250000 Penalty: 4937.956543
	Iteration 42Q: 3 clusters Score -2535139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2535138.500000 Penalty: 4937.956543
	Iteration 43Q: 3 clusters Score -2535138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -2535144.000000 Penalty: 4937.956543
	Iteration 44Q: 3 clusters Score -2535144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2535143.000000 Penalty: 4937.956543
	Iteration 45Q: 3 clusters Score -2535143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -2535147.000000 Penalty: 4937.956543
	Iteration 46Q: 3 clusters Score -2535147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19635 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2535150.500000 Penalty: 4937.956543
	Iteration 47Q: 3 clusters Score -2535150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2535150.000000 Penalty: 4937.956543
	Iteration 48Q: 3 clusters Score -2535150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -2535150.000000 Penalty: 4937.956543
	Iteration 49F: 3 clusters Score -2535150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62788 members 
Entering Unmasked Estep 
Score: -7383484.000000 Penalty: 2739.784912
	Iteration 0F: 2 clusters Score -7383484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -7341405.500000 Penalty: 5479.569824
	Iteration 0F: 3 clusters Score -7341406 nChanged 29113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -7358154.000000 Penalty: 5479.569824
	Iteration 1F: 3 clusters Score -7358154 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 34818 members 
Entering Unmasked Estep 
Score: -7359057.000000 Penalty: 5479.569824
	Iteration 2Q: 3 clusters Score -7359057 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26137 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -7360130.500000 Penalty: 5479.569824
	Iteration 3Q: 3 clusters Score -7360130 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 39264 members 
Entering Unmasked Estep 
Score: -7361722.500000 Penalty: 5479.569824
	Iteration 4F: 3 clusters Score -7361722 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -7364001.000000 Penalty: 5479.569824
	Iteration 5F: 3 clusters Score -7364001 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -7366907.000000 Penalty: 5479.569824
	Iteration 6F: 3 clusters Score -7366907 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -7370371.000000 Penalty: 5479.569824
	Iteration 7F: 3 clusters Score -7370371 nChanged 3998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 55369 members 
Entering Unmasked Estep 
Score: -7373644.500000 Penalty: 5479.569824
	Iteration 8F: 3 clusters Score -7373644 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 58671 members 
Entering Unmasked Estep 
Score: -7376759.500000 Penalty: 5479.569824
	Iteration 9F: 3 clusters Score -7376760 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -7379123.000000 Penalty: 5479.569824
	Iteration 10Q: 3 clusters Score -7379123 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 62101 members 
Entering Unmasked Estep 
Score: -7380309.000000 Penalty: 5479.569824
	Iteration 11Q: 3 clusters Score -7380309 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 62488 members 
Entering Unmasked Estep 
Score: -7380758.500000 Penalty: 5479.569824
	Iteration 12Q: 3 clusters Score -7380758 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 62577 members 
Entering Unmasked Estep 
Score: -7380914.000000 Penalty: 5479.569824
	Iteration 13Q: 3 clusters Score -7380914 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 62604 members 
Entering Unmasked Estep 
Score: -7380976.500000 Penalty: 5479.569824
	Iteration 14Q: 3 clusters Score -7380976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 62614 members 
Entering Unmasked Estep 
Score: -7381006.000000 Penalty: 5479.569824
	Iteration 15Q: 3 clusters Score -7381006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 62618 members 
Entering Unmasked Estep 
Score: -7381012.000000 Penalty: 5479.569824
	Iteration 16Q: 3 clusters Score -7381012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 62622 members 
Entering Unmasked Estep 
Score: -7381021.500000 Penalty: 5479.569824
	Iteration 17Q: 3 clusters Score -7381022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 62623 members 
Entering Unmasked Estep 
Score: -7381026.000000 Penalty: 5479.569824
	Iteration 18Q: 3 clusters Score -7381026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -7381027.500000 Penalty: 5479.569824
	Iteration 19Q: 3 clusters Score -7381028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 62624 members 
Entering Unmasked Estep 
Score: -7381027.500000 Penalty: 5479.569824
	Iteration 20F: 3 clusters Score -7381028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13333 members 
Mstep: Class 4 contains 194102 members 
Mstep: Class 5 contains 6600 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20662 members 
Mstep: Class 8 contains 187010 members 
Mstep: Class 13 contains 164024 members 
Mstep: Class 16 contains 21069 members 
Mstep: Class 19 contains 62788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112536.000000 Penalty: 36654.218750
Iteration 479Q: 12 clusters Score -8.111254e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13325 members 
Mstep: Class 4 contains 194094 members 
Mstep: Class 5 contains 6598 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20673 members 
Mstep: Class 8 contains 187029 members 
Mstep: Class 13 contains 164028 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 62779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112536.000000 Penalty: 36654.218750
Iteration 480F: 12 clusters Score -8.111254e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13316 members 
Mstep: Class 4 contains 194074 members 
Mstep: Class 5 contains 6593 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20686 members 
Mstep: Class 8 contains 187042 members 
Mstep: Class 13 contains 164035 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 19 contains 62774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112512.000000 Penalty: 36654.218750
Iteration 481Q: 12 clusters Score -8.111251e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13307 members 
Mstep: Class 4 contains 194078 members 
Mstep: Class 5 contains 6591 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20696 members 
Mstep: Class 8 contains 187044 members 
Mstep: Class 13 contains 164038 members 
Mstep: Class 16 contains 21073 members 
Mstep: Class 19 contains 62768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112368.000000 Penalty: 36654.218750
Iteration 482Q: 12 clusters Score -8.111237e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13300 members 
Mstep: Class 4 contains 194086 members 
Mstep: Class 5 contains 6589 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20691 members 
Mstep: Class 8 contains 187045 members 
Mstep: Class 13 contains 164044 members 
Mstep: Class 16 contains 21077 members 
Mstep: Class 19 contains 62764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112304.000000 Penalty: 36654.218750
Iteration 483Q: 12 clusters Score -8.11123e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 13291 members 
Mstep: Class 4 contains 194074 members 
Mstep: Class 5 contains 6586 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20699 members 
Mstep: Class 8 contains 187074 members 
Mstep: Class 13 contains 164030 members 
Mstep: Class 16 contains 21078 members 
Mstep: Class 19 contains 62757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112440.000000 Penalty: 36654.218750
Iteration 484Q: 12 clusters Score -8.111244e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 13280 members 
Mstep: Class 4 contains 194093 members 
Mstep: Class 5 contains 6583 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20695 members 
Mstep: Class 8 contains 187079 members 
Mstep: Class 13 contains 164028 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 62748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112416.000000 Penalty: 36654.218750
Iteration 485Q: 12 clusters Score -8.111242e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13273 members 
Mstep: Class 4 contains 194115 members 
Mstep: Class 5 contains 6582 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20700 members 
Mstep: Class 8 contains 187082 members 
Mstep: Class 13 contains 164019 members 
Mstep: Class 16 contains 21082 members 
Mstep: Class 19 contains 62743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112520.000000 Penalty: 36654.218750
Iteration 486Q: 12 clusters Score -8.111252e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13272 members 
Mstep: Class 4 contains 194123 members 
Mstep: Class 5 contains 6580 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20704 members 
Mstep: Class 8 contains 187068 members 
Mstep: Class 13 contains 164032 members 
Mstep: Class 16 contains 21081 members 
Mstep: Class 19 contains 62742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112544.000000 Penalty: 36654.218750
Iteration 487Q: 12 clusters Score -8.111254e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13266 members 
Mstep: Class 4 contains 194132 members 
Mstep: Class 5 contains 6579 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20707 members 
Mstep: Class 8 contains 187082 members 
Mstep: Class 13 contains 164023 members 
Mstep: Class 16 contains 21079 members 
Mstep: Class 19 contains 62733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112704.000000 Penalty: 36654.218750
Iteration 488Q: 12 clusters Score -8.11127e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13262 members 
Mstep: Class 4 contains 194145 members 
Mstep: Class 5 contains 6576 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20707 members 
Mstep: Class 8 contains 187064 members 
Mstep: Class 13 contains 164046 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 62726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112768.000000 Penalty: 36654.218750
Iteration 489Q: 12 clusters Score -8.111277e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2598 members 
Mstep: Class 3 contains 13260 members 
Mstep: Class 4 contains 194163 members 
Mstep: Class 5 contains 6575 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20701 members 
Mstep: Class 8 contains 187048 members 
Mstep: Class 13 contains 164072 members 
Mstep: Class 16 contains 21076 members 
Mstep: Class 19 contains 62708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112784.000000 Penalty: 36654.218750
Iteration 490Q: 12 clusters Score -8.111278e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13258 members 
Mstep: Class 4 contains 194208 members 
Mstep: Class 5 contains 6571 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20697 members 
Mstep: Class 8 contains 187007 members 
Mstep: Class 13 contains 164095 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 62696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112816.000000 Penalty: 36654.218750
Iteration 491Q: 12 clusters Score -8.111282e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13255 members 
Mstep: Class 4 contains 194221 members 
Mstep: Class 5 contains 6568 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20698 members 
Mstep: Class 8 contains 186991 members 
Mstep: Class 13 contains 164111 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 62690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112864.000000 Penalty: 36654.218750
Iteration 492Q: 12 clusters Score -8.111286e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13246 members 
Mstep: Class 4 contains 194228 members 
Mstep: Class 5 contains 6564 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20699 members 
Mstep: Class 8 contains 186976 members 
Mstep: Class 13 contains 164129 members 
Mstep: Class 16 contains 21074 members 
Mstep: Class 19 contains 62690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112944.000000 Penalty: 36654.218750
Iteration 493Q: 12 clusters Score -8.111294e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13241 members 
Mstep: Class 4 contains 194239 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20697 members 
Mstep: Class 8 contains 186952 members 
Mstep: Class 13 contains 164147 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 19 contains 62696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112936.000000 Penalty: 36654.218750
Iteration 494Q: 12 clusters Score -8.111294e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13236 members 
Mstep: Class 4 contains 194242 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20693 members 
Mstep: Class 8 contains 186915 members 
Mstep: Class 13 contains 164186 members 
Mstep: Class 16 contains 21071 members 
Mstep: Class 19 contains 62701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112952.000000 Penalty: 36654.218750
Iteration 495Q: 12 clusters Score -8.111295e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13228 members 
Mstep: Class 4 contains 194240 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20696 members 
Mstep: Class 8 contains 186876 members 
Mstep: Class 13 contains 164229 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 19 contains 62701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112896.000000 Penalty: 36654.218750
Iteration 496Q: 12 clusters Score -8.11129e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 2597 members 
Mstep: Class 3 contains 13215 members 
Mstep: Class 4 contains 194224 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20692 members 
Mstep: Class 8 contains 186862 members 
Mstep: Class 13 contains 164275 members 
Mstep: Class 16 contains 21073 members 
Mstep: Class 19 contains 62693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112992.000000 Penalty: 36654.218750
Iteration 497Q: 12 clusters Score -8.111299e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 13206 members 
Mstep: Class 4 contains 194219 members 
Mstep: Class 5 contains 6562 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20694 members 
Mstep: Class 8 contains 186847 members 
Mstep: Class 13 contains 164302 members 
Mstep: Class 16 contains 21072 members 
Mstep: Class 19 contains 62692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81113024.000000 Penalty: 36654.218750
Iteration 498Q: 12 clusters Score -8.111302e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2599 members 
Mstep: Class 3 contains 13197 members 
Mstep: Class 4 contains 194216 members 
Mstep: Class 5 contains 6561 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20693 members 
Mstep: Class 8 contains 186842 members 
Mstep: Class 13 contains 164326 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 62690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81113040.000000 Penalty: 36654.218750
Iteration 499Q: 12 clusters Score -8.111304e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 2 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 2600 members 
Mstep: Class 3 contains 13194 members 
Mstep: Class 4 contains 194212 members 
Mstep: Class 5 contains 6560 members 
Mstep: Class 6 contains 442 members 
Mstep: Class 7 contains 20691 members 
Mstep: Class 8 contains 186827 members 
Mstep: Class 13 contains 164355 members 
Mstep: Class 16 contains 21070 members 
Mstep: Class 19 contains 62688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112920.000000 Penalty: 36654.218750
Iteration 500F: 12 clusters Score -8.111292e+07 nChanged 200
Maximum iterations exceeded
--- Evaluating fit on full set of 2053200 points ---
Entering Unmasked Estep 
Score: -243555984.000000 Penalty: 39651.234375
20->12 Clusters: Score -243555984.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 684400 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 34177 members 
Mstep: Class 3 contains 34199 members 
Mstep: Class 4 contains 33796 members 
Mstep: Class 5 contains 34305 members 
Mstep: Class 6 contains 34258 members 
Mstep: Class 7 contains 34458 members 
Mstep: Class 8 contains 33977 members 
Mstep: Class 9 contains 34051 members 
Mstep: Class 10 contains 34084 members 
Mstep: Class 11 contains 34441 members 
Mstep: Class 12 contains 34483 members 
Mstep: Class 13 contains 34073 members 
Mstep: Class 14 contains 34304 members 
Mstep: Class 15 contains 34141 members 
Mstep: Class 16 contains 34254 members 
Mstep: Class 17 contains 34354 members 
Mstep: Class 18 contains 34273 members 
Mstep: Class 19 contains 34299 members 
Mstep: Class 20 contains 34099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 674.589539 but Gain 3332.207031
Score: -78942488.000000 Penalty: 63311.832031
Iteration 0F: 20 clusters Score -7.894249e+07 nChanged 645353
Entering Unmasked Mstep 
Mstep: Class 0 contains 228 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 63459 members 
Mstep: Class 3 contains 57819 members 
Mstep: Class 4 contains 31907 members 
Mstep: Class 5 contains 41646 members 
Mstep: Class 6 contains 38178 members 
Mstep: Class 7 contains 29759 members 
Mstep: Class 8 contains 28184 members 
Mstep: Class 9 contains 16419 members 
Mstep: Class 11 contains 23247 members 
Mstep: Class 12 contains 36998 members 
Mstep: Class 13 contains 48553 members 
Mstep: Class 14 contains 43078 members 
Mstep: Class 15 contains 46159 members 
Mstep: Class 16 contains 19786 members 
Mstep: Class 17 contains 16625 members 
Mstep: Class 18 contains 22329 members 
Mstep: Class 19 contains 65275 members 
Mstep: Class 20 contains 31096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80244408.000000 Penalty: 63311.832031
Iteration 1F: 20 clusters Score -8.024441e+07 nChanged 201159
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 22347 members 
Mstep: Class 2 contains 59458 members 
Mstep: Class 3 contains 53838 members 
Mstep: Class 4 contains 24680 members 
Mstep: Class 5 contains 43426 members 
Mstep: Class 6 contains 35116 members 
Mstep: Class 7 contains 29279 members 
Mstep: Class 8 contains 29678 members 
Mstep: Class 9 contains 12086 members 
Mstep: Class 11 contains 21747 members 
Mstep: Class 12 contains 33559 members 
Mstep: Class 13 contains 58506 members 
Mstep: Class 14 contains 48880 members 
Mstep: Class 15 contains 39822 members 
Mstep: Class 16 contains 14926 members 
Mstep: Class 17 contains 15552 members 
Mstep: Class 18 contains 14087 members 
Mstep: Class 19 contains 91879 members 
Mstep: Class 20 contains 35353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80448696.000000 Penalty: 63311.832031
Iteration 2F: 20 clusters Score -8.04487e+07 nChanged 138553
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 61879 members 
Mstep: Class 3 contains 48875 members 
Mstep: Class 4 contains 20966 members 
Mstep: Class 5 contains 45740 members 
Mstep: Class 6 contains 33627 members 
Mstep: Class 7 contains 26293 members 
Mstep: Class 8 contains 28161 members 
Mstep: Class 9 contains 8697 members 
Mstep: Class 11 contains 18626 members 
Mstep: Class 12 contains 30092 members 
Mstep: Class 13 contains 65767 members 
Mstep: Class 14 contains 50290 members 
Mstep: Class 15 contains 36041 members 
Mstep: Class 16 contains 10786 members 
Mstep: Class 17 contains 12828 members 
Mstep: Class 18 contains 9288 members 
Mstep: Class 19 contains 121573 members 
Mstep: Class 20 contains 35370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80556904.000000 Penalty: 63311.832031
Iteration 3F: 20 clusters Score -8.05569e+07 nChanged 115506
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 70707 members 
Mstep: Class 3 contains 45248 members 
Mstep: Class 4 contains 18040 members 
Mstep: Class 5 contains 49420 members 
Mstep: Class 6 contains 30385 members 
Mstep: Class 7 contains 21409 members 
Mstep: Class 8 contains 24135 members 
Mstep: Class 9 contains 5759 members 
Mstep: Class 11 contains 14380 members 
Mstep: Class 12 contains 24177 members 
Mstep: Class 13 contains 70389 members 
Mstep: Class 14 contains 48316 members 
Mstep: Class 15 contains 31946 members 
Mstep: Class 16 contains 7021 members 
Mstep: Class 17 contains 9447 members 
Mstep: Class 18 contains 6264 members 
Mstep: Class 19 contains 159784 members 
Mstep: Class 20 contains 32468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3310.733643 but Gain 3332.199219
Score: -80651152.000000 Penalty: 59979.632812
Iteration 4F: 19 clusters Score -8.065115e+07 nChanged 114540
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 81498 members 
Mstep: Class 3 contains 42047 members 
Mstep: Class 4 contains 15814 members 
Mstep: Class 5 contains 54611 members 
Mstep: Class 6 contains 25187 members 
Mstep: Class 7 contains 15791 members 
Mstep: Class 8 contains 18938 members 
Mstep: Class 11 contains 10108 members 
Mstep: Class 12 contains 16964 members 
Mstep: Class 13 contains 71251 members 
Mstep: Class 14 contains 42482 members 
Mstep: Class 15 contains 25852 members 
Mstep: Class 16 contains 4253 members 
Mstep: Class 17 contains 6286 members 
Mstep: Class 18 contains 4091 members 
Mstep: Class 19 contains 210998 members 
Mstep: Class 20 contains 27856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2415.100586 but Gain 3332.203125
Score: -80747752.000000 Penalty: 56647.429688
Iteration 5F: 18 clusters Score -8.074775e+07 nChanged 108897
Entering Unmasked Mstep 
Mstep: Class 0 contains 55 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 90619 members 
Mstep: Class 3 contains 38668 members 
Mstep: Class 4 contains 14508 members 
Mstep: Class 5 contains 60167 members 
Mstep: Class 6 contains 18375 members 
Mstep: Class 7 contains 10385 members 
Mstep: Class 8 contains 13425 members 
Mstep: Class 11 contains 6530 members 
Mstep: Class 12 contains 9953 members 
Mstep: Class 13 contains 67323 members 
Mstep: Class 14 contains 33147 members 
Mstep: Class 15 contains 18870 members 
Mstep: Class 16 contains 2433 members 
Mstep: Class 17 contains 3875 members 
Mstep: Class 19 contains 267748 members 
Mstep: Class 20 contains 22139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1541.815186 but Gain 3332.203125
Score: -80829968.000000 Penalty: 53315.226562
Iteration 6F: 17 clusters Score -8.082997e+07 nChanged 92734
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 97334 members 
Mstep: Class 3 contains 35187 members 
Mstep: Class 4 contains 13755 members 
Mstep: Class 5 contains 65354 members 
Mstep: Class 6 contains 12099 members 
Mstep: Class 7 contains 6339 members 
Mstep: Class 8 contains 9004 members 
Mstep: Class 11 contains 4130 members 
Mstep: Class 12 contains 5287 members 
Mstep: Class 13 contains 61717 members 
Mstep: Class 14 contains 23237 members 
Mstep: Class 15 contains 12734 members 
Mstep: Class 17 contains 2359 members 
Mstep: Class 19 contains 315478 members 
Mstep: Class 20 contains 17005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1587.376221 but Gain 3332.199219
Score: -80894936.000000 Penalty: 49983.027344
Iteration 7F: 16 clusters Score -8.089494e+07 nChanged 76669
Entering Unmasked Mstep 
Mstep: Class 0 contains 25 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 102672 members 
Mstep: Class 3 contains 32054 members 
Mstep: Class 4 contains 13554 members 
Mstep: Class 5 contains 67453 members 
Mstep: Class 6 contains 7686 members 
Mstep: Class 7 contains 3602 members 
Mstep: Class 8 contains 5897 members 
Mstep: Class 11 contains 2804 members 
Mstep: Class 12 contains 3308 members 
Mstep: Class 13 contains 55631 members 
Mstep: Class 14 contains 14701 members 
Mstep: Class 15 contains 8013 members 
Mstep: Class 19 contains 352314 members 
Mstep: Class 20 contains 12902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1125.414062 but Gain 3332.203125
Score: -80878424.000000 Penalty: 46650.824219
Iteration 8F: 15 clusters Score -8.087842e+07 nChanged 58919
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 2 contains 112216 members 
Mstep: Class 3 contains 30336 members 
Mstep: Class 4 contains 13689 members 
Mstep: Class 5 contains 70440 members 
Mstep: Class 6 contains 5606 members 
Mstep: Class 7 contains 2171 members 
Mstep: Class 8 contains 4150 members 
Mstep: Class 11 contains 2301 members 
Mstep: Class 12 contains 2750 members 
Mstep: Class 13 contains 54047 members 
Mstep: Class 14 contains 10104 members 
Mstep: Class 15 contains 5276 members 
Mstep: Class 19 contains 360315 members 
Mstep: Class 20 contains 10980 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 1459.234375 but Gain 3332.203125
Score: -80891752.000000 Penalty: 43318.621094
Iteration 9F: 14 clusters Score -8.089175e+07 nChanged 43736
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 124179 members 
Mstep: Class 3 contains 28970 members 
Mstep: Class 4 contains 14204 members 
Mstep: Class 5 contains 73949 members 
Mstep: Class 6 contains 4814 members 
Mstep: Class 8 contains 3172 members 
Mstep: Class 11 contains 2131 members 
Mstep: Class 12 contains 2585 members 
Mstep: Class 13 contains 54314 members 
Mstep: Class 14 contains 7608 members 
Mstep: Class 15 contains 3629 members 
Mstep: Class 19 contains 354869 members 
Mstep: Class 20 contains 9959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2506.745117 but Gain 3332.199219
Score: -80920360.000000 Penalty: 39986.421875
Iteration 10F: 13 clusters Score -8.092036e+07 nChanged 36340
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 136852 members 
Mstep: Class 3 contains 27806 members 
Mstep: Class 4 contains 15059 members 
Mstep: Class 5 contains 77104 members 
Mstep: Class 6 contains 4559 members 
Mstep: Class 8 contains 2524 members 
Mstep: Class 11 contains 2137 members 
Mstep: Class 12 contains 2533 members 
Mstep: Class 13 contains 55353 members 
Mstep: Class 14 contains 6188 members 
Mstep: Class 19 contains 344957 members 
Mstep: Class 20 contains 9311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2684.877930 but Gain 3332.203125
Score: -80953824.000000 Penalty: 36654.218750
Iteration 11F: 12 clusters Score -8.095382e+07 nChanged 31511
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 149025 members 
Mstep: Class 3 contains 26598 members 
Mstep: Class 4 contains 16023 members 
Mstep: Class 5 contains 79532 members 
Mstep: Class 6 contains 4544 members 
Mstep: Class 11 contains 2376 members 
Mstep: Class 12 contains 2528 members 
Mstep: Class 13 contains 56628 members 
Mstep: Class 14 contains 5200 members 
Mstep: Class 19 contains 332977 members 
Mstep: Class 20 contains 8952 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80984984.000000 Penalty: 36654.218750
Iteration 12Q: 12 clusters Score -8.098498e+07 nChanged 27224
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 161060 members 
Mstep: Class 3 contains 25509 members 
Mstep: Class 4 contains 17008 members 
Mstep: Class 5 contains 80926 members 
Mstep: Class 6 contains 4610 members 
Mstep: Class 11 contains 2523 members 
Mstep: Class 12 contains 2539 members 
Mstep: Class 13 contains 57593 members 
Mstep: Class 14 contains 4562 members 
Mstep: Class 19 contains 319499 members 
Mstep: Class 20 contains 8554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81013408.000000 Penalty: 36654.218750
Iteration 13Q: 12 clusters Score -8.101341e+07 nChanged 25523
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 173165 members 
Mstep: Class 3 contains 24535 members 
Mstep: Class 4 contains 18002 members 
Mstep: Class 5 contains 81445 members 
Mstep: Class 6 contains 4667 members 
Mstep: Class 11 contains 2646 members 
Mstep: Class 12 contains 2536 members 
Mstep: Class 13 contains 58567 members 
Mstep: Class 14 contains 4121 members 
Mstep: Class 19 contains 306622 members 
Mstep: Class 20 contains 8077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81030032.000000 Penalty: 36654.218750
Iteration 14Q: 12 clusters Score -8.103003e+07 nChanged 24390
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 185683 members 
Mstep: Class 3 contains 23747 members 
Mstep: Class 4 contains 18947 members 
Mstep: Class 5 contains 81327 members 
Mstep: Class 6 contains 4634 members 
Mstep: Class 11 contains 2789 members 
Mstep: Class 12 contains 2535 members 
Mstep: Class 13 contains 59607 members 
Mstep: Class 14 contains 3817 members 
Mstep: Class 19 contains 293694 members 
Mstep: Class 20 contains 7603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81036984.000000 Penalty: 36654.218750
Iteration 15Q: 12 clusters Score -8.103698e+07 nChanged 24034
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 198894 members 
Mstep: Class 3 contains 23147 members 
Mstep: Class 4 contains 19844 members 
Mstep: Class 5 contains 81005 members 
Mstep: Class 6 contains 4567 members 
Mstep: Class 11 contains 2967 members 
Mstep: Class 12 contains 2537 members 
Mstep: Class 13 contains 60657 members 
Mstep: Class 14 contains 3611 members 
Mstep: Class 19 contains 280004 members 
Mstep: Class 20 contains 7150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81040648.000000 Penalty: 36654.218750
Iteration 16Q: 12 clusters Score -8.104065e+07 nChanged 23796
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 213170 members 
Mstep: Class 3 contains 22688 members 
Mstep: Class 4 contains 20685 members 
Mstep: Class 5 contains 80676 members 
Mstep: Class 6 contains 4458 members 
Mstep: Class 11 contains 3143 members 
Mstep: Class 12 contains 2533 members 
Mstep: Class 13 contains 61759 members 
Mstep: Class 14 contains 3457 members 
Mstep: Class 19 contains 265016 members 
Mstep: Class 20 contains 6798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81045184.000000 Penalty: 36654.218750
Iteration 17Q: 12 clusters Score -8.104518e+07 nChanged 24489
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 229429 members 
Mstep: Class 3 contains 22249 members 
Mstep: Class 4 contains 21501 members 
Mstep: Class 5 contains 80161 members 
Mstep: Class 6 contains 4361 members 
Mstep: Class 11 contains 3296 members 
Mstep: Class 12 contains 2529 members 
Mstep: Class 13 contains 62727 members 
Mstep: Class 14 contains 3285 members 
Mstep: Class 19 contains 248338 members 
Mstep: Class 20 contains 6507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81049512.000000 Penalty: 36654.218750
Iteration 18Q: 12 clusters Score -8.104951e+07 nChanged 25316
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 247055 members 
Mstep: Class 3 contains 21851 members 
Mstep: Class 4 contains 22289 members 
Mstep: Class 5 contains 79478 members 
Mstep: Class 6 contains 4231 members 
Mstep: Class 11 contains 3406 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 13 contains 63669 members 
Mstep: Class 14 contains 3114 members 
Mstep: Class 19 contains 230595 members 
Mstep: Class 20 contains 6168 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81054568.000000 Penalty: 36654.218750
Iteration 19Q: 12 clusters Score -8.105457e+07 nChanged 25960
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 265738 members 
Mstep: Class 3 contains 21541 members 
Mstep: Class 4 contains 23091 members 
Mstep: Class 5 contains 78521 members 
Mstep: Class 6 contains 4033 members 
Mstep: Class 11 contains 3500 members 
Mstep: Class 12 contains 2526 members 
Mstep: Class 13 contains 64414 members 
Mstep: Class 14 contains 2891 members 
Mstep: Class 19 contains 212335 members 
Mstep: Class 20 contains 5793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81060496.000000 Penalty: 36654.218750
Iteration 20F: 12 clusters Score -8.10605e+07 nChanged 25522
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 284477 members 
Mstep: Class 3 contains 21359 members 
Mstep: Class 4 contains 23808 members 
Mstep: Class 5 contains 77209 members 
Mstep: Class 6 contains 3808 members 
Mstep: Class 11 contains 3651 members 
Mstep: Class 12 contains 2524 members 
Mstep: Class 13 contains 64877 members 
Mstep: Class 14 contains 2702 members 
Mstep: Class 19 contains 194510 members 
Mstep: Class 20 contains 5458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81065232.000000 Penalty: 36654.218750
Iteration 21Q: 12 clusters Score -8.106523e+07 nChanged 24821
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 302897 members 
Mstep: Class 3 contains 21221 members 
Mstep: Class 4 contains 24508 members 
Mstep: Class 5 contains 75678 members 
Mstep: Class 6 contains 3606 members 
Mstep: Class 11 contains 3802 members 
Mstep: Class 12 contains 2525 members 
Mstep: Class 13 contains 64808 members 
Mstep: Class 14 contains 2556 members 
Mstep: Class 19 contains 177669 members 
Mstep: Class 20 contains 5113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81065064.000000 Penalty: 36654.218750
Iteration 22Q: 12 clusters Score -8.106506e+07 nChanged 27952
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 323590 members 
Mstep: Class 3 contains 21159 members 
Mstep: Class 4 contains 25266 members 
Mstep: Class 5 contains 73276 members 
Mstep: Class 6 contains 3382 members 
Mstep: Class 11 contains 3914 members 
Mstep: Class 12 contains 2530 members 
Mstep: Class 13 contains 64515 members 
Mstep: Class 14 contains 2461 members 
Mstep: Class 19 contains 159528 members 
Mstep: Class 20 contains 4762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81045728.000000 Penalty: 36654.218750
Iteration 23Q: 12 clusters Score -8.104573e+07 nChanged 30612
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 340598 members 
Mstep: Class 3 contains 21463 members 
Mstep: Class 4 contains 26094 members 
Mstep: Class 5 contains 70797 members 
Mstep: Class 6 contains 3245 members 
Mstep: Class 11 contains 4000 members 
Mstep: Class 12 contains 2521 members 
Mstep: Class 13 contains 65038 members 
Mstep: Class 14 contains 2496 members 
Mstep: Class 19 contains 143714 members 
Mstep: Class 20 contains 4417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81018656.000000 Penalty: 36654.218750
Iteration 24Q: 12 clusters Score -8.101866e+07 nChanged 27420
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 344309 members 
Mstep: Class 3 contains 22112 members 
Mstep: Class 4 contains 26902 members 
Mstep: Class 5 contains 69568 members 
Mstep: Class 6 contains 3226 members 
Mstep: Class 11 contains 4141 members 
Mstep: Class 12 contains 2519 members 
Mstep: Class 13 contains 66344 members 
Mstep: Class 14 contains 2643 members 
Mstep: Class 19 contains 138550 members 
Mstep: Class 20 contains 4069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81010808.000000 Penalty: 36654.218750
Iteration 25Q: 12 clusters Score -8.101081e+07 nChanged 21035
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 342055 members 
Mstep: Class 3 contains 22624 members 
Mstep: Class 4 contains 27414 members 
Mstep: Class 5 contains 69019 members 
Mstep: Class 6 contains 3273 members 
Mstep: Class 11 contains 4274 members 
Mstep: Class 12 contains 2521 members 
Mstep: Class 13 contains 67978 members 
Mstep: Class 14 contains 2779 members 
Mstep: Class 19 contains 138632 members 
Mstep: Class 20 contains 3814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81013328.000000 Penalty: 36654.218750
Iteration 26Q: 12 clusters Score -8.101333e+07 nChanged 16663
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 337509 members 
Mstep: Class 3 contains 22985 members 
Mstep: Class 4 contains 27727 members 
Mstep: Class 5 contains 68710 members 
Mstep: Class 6 contains 3328 members 
Mstep: Class 11 contains 4364 members 
Mstep: Class 12 contains 2521 members 
Mstep: Class 13 contains 69568 members 
Mstep: Class 14 contains 2893 members 
Mstep: Class 19 contains 141175 members 
Mstep: Class 20 contains 3603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81019952.000000 Penalty: 36654.218750
Iteration 27Q: 12 clusters Score -8.101995e+07 nChanged 14065
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 332104 members 
Mstep: Class 3 contains 23139 members 
Mstep: Class 4 contains 27962 members 
Mstep: Class 5 contains 68384 members 
Mstep: Class 6 contains 3389 members 
Mstep: Class 11 contains 4420 members 
Mstep: Class 12 contains 2518 members 
Mstep: Class 13 contains 71060 members 
Mstep: Class 14 contains 3029 members 
Mstep: Class 19 contains 144974 members 
Mstep: Class 20 contains 3404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029672.000000 Penalty: 36654.218750
Iteration 28Q: 12 clusters Score -8.102967e+07 nChanged 12255
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 327205 members 
Mstep: Class 3 contains 23135 members 
Mstep: Class 4 contains 28124 members 
Mstep: Class 5 contains 67925 members 
Mstep: Class 6 contains 3464 members 
Mstep: Class 11 contains 4445 members 
Mstep: Class 12 contains 2517 members 
Mstep: Class 13 contains 72298 members 
Mstep: Class 14 contains 3118 members 
Mstep: Class 19 contains 148926 members 
Mstep: Class 20 contains 3226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81038864.000000 Penalty: 36654.218750
Iteration 29Q: 12 clusters Score -8.103886e+07 nChanged 10858
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 323079 members 
Mstep: Class 3 contains 23030 members 
Mstep: Class 4 contains 28284 members 
Mstep: Class 5 contains 67249 members 
Mstep: Class 6 contains 3506 members 
Mstep: Class 11 contains 4472 members 
Mstep: Class 12 contains 2515 members 
Mstep: Class 13 contains 73644 members 
Mstep: Class 14 contains 3212 members 
Mstep: Class 19 contains 152322 members 
Mstep: Class 20 contains 3070 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81045144.000000 Penalty: 36654.218750
Iteration 30Q: 12 clusters Score -8.104514e+07 nChanged 9574
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 319485 members 
Mstep: Class 3 contains 22894 members 
Mstep: Class 4 contains 28431 members 
Mstep: Class 5 contains 66486 members 
Mstep: Class 6 contains 3545 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 2522 members 
Mstep: Class 13 contains 74971 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 19 contains 155271 members 
Mstep: Class 20 contains 2964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81051408.000000 Penalty: 36654.218750
Iteration 31Q: 12 clusters Score -8.105141e+07 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 316769 members 
Mstep: Class 3 contains 22705 members 
Mstep: Class 4 contains 28615 members 
Mstep: Class 5 contains 65616 members 
Mstep: Class 6 contains 3564 members 
Mstep: Class 11 contains 4518 members 
Mstep: Class 12 contains 2524 members 
Mstep: Class 13 contains 76308 members 
Mstep: Class 14 contains 3420 members 
Mstep: Class 19 contains 157446 members 
Mstep: Class 20 contains 2898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81055816.000000 Penalty: 36654.218750
Iteration 32Q: 12 clusters Score -8.105582e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 314603 members 
Mstep: Class 3 contains 22518 members 
Mstep: Class 4 contains 28792 members 
Mstep: Class 5 contains 64720 members 
Mstep: Class 6 contains 3593 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 12 contains 2525 members 
Mstep: Class 13 contains 77722 members 
Mstep: Class 14 contains 3531 members 
Mstep: Class 19 contains 158999 members 
Mstep: Class 20 contains 2835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81058832.000000 Penalty: 36654.218750
Iteration 33Q: 12 clusters Score -8.105883e+07 nChanged 7460
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 312823 members 
Mstep: Class 3 contains 22337 members 
Mstep: Class 4 contains 28965 members 
Mstep: Class 5 contains 63798 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 11 contains 4564 members 
Mstep: Class 12 contains 2528 members 
Mstep: Class 13 contains 79055 members 
Mstep: Class 14 contains 3639 members 
Mstep: Class 19 contains 160232 members 
Mstep: Class 20 contains 2815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81061360.000000 Penalty: 36654.218750
Iteration 34Q: 12 clusters Score -8.106136e+07 nChanged 6810
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 311244 members 
Mstep: Class 3 contains 22215 members 
Mstep: Class 4 contains 29116 members 
Mstep: Class 5 contains 62930 members 
Mstep: Class 6 contains 3652 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 2530 members 
Mstep: Class 13 contains 80388 members 
Mstep: Class 14 contains 3718 members 
Mstep: Class 19 contains 161214 members 
Mstep: Class 20 contains 2800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81063432.000000 Penalty: 36654.218750
Iteration 35Q: 12 clusters Score -8.106343e+07 nChanged 6125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 309718 members 
Mstep: Class 3 contains 22112 members 
Mstep: Class 4 contains 29298 members 
Mstep: Class 5 contains 62142 members 
Mstep: Class 6 contains 3689 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 2531 members 
Mstep: Class 13 contains 81620 members 
Mstep: Class 14 contains 3799 members 
Mstep: Class 19 contains 162106 members 
Mstep: Class 20 contains 2780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81065440.000000 Penalty: 36654.218750
Iteration 36Q: 12 clusters Score -8.106544e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 308324 members 
Mstep: Class 3 contains 22035 members 
Mstep: Class 4 contains 29487 members 
Mstep: Class 5 contains 61396 members 
Mstep: Class 6 contains 3716 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 2532 members 
Mstep: Class 13 contains 82765 members 
Mstep: Class 14 contains 3908 members 
Mstep: Class 19 contains 162851 members 
Mstep: Class 20 contains 2772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81067184.000000 Penalty: 36654.218750
Iteration 37Q: 12 clusters Score -8.106718e+07 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 307172 members 
Mstep: Class 3 contains 22002 members 
Mstep: Class 4 contains 29642 members 
Mstep: Class 5 contains 60678 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 2527 members 
Mstep: Class 13 contains 83829 members 
Mstep: Class 14 contains 3980 members 
Mstep: Class 19 contains 163440 members 
Mstep: Class 20 contains 2785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81068624.000000 Penalty: 36654.218750
Iteration 38Q: 12 clusters Score -8.106862e+07 nChanged 4889
Entering ConstructFrom: 
Score: -81068624.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 2 (306204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306204 members 
Entering Unmasked Estep 
Score: -36646592.000000 Penalty: 3132.737549
	Iteration 0F: 2 clusters Score -3.664659e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153423 members 
Mstep: Class 2 contains 152781 members 
Entering Unmasked Estep 
Score: -36464060.000000 Penalty: 6265.475098
	Iteration 0F: 3 clusters Score -3.646406e+07 nChanged 148368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161605 members 
Mstep: Class 2 contains 144599 members 
Entering Unmasked Estep 
Score: -36551208.000000 Penalty: 6265.475098
	Iteration 1F: 3 clusters Score -3.655121e+07 nChanged 9559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167362 members 
Mstep: Class 2 contains 138842 members 
Entering Unmasked Estep 
Score: -36553784.000000 Penalty: 6265.475098
	Iteration 2Q: 3 clusters Score -3.655378e+07 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176167 members 
Mstep: Class 2 contains 130037 members 
Entering Unmasked Estep 
Score: -36557144.000000 Penalty: 6265.475098
	Iteration 3Q: 3 clusters Score -3.655714e+07 nChanged 16015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189308 members 
Mstep: Class 2 contains 116896 members 
Entering Unmasked Estep 
Score: -36563664.000000 Penalty: 6265.475098
	Iteration 4F: 3 clusters Score -3.656366e+07 nChanged 20538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207384 members 
Mstep: Class 2 contains 98820 members 
Entering Unmasked Estep 
Score: -36574216.000000 Penalty: 6265.475098
	Iteration 5F: 3 clusters Score -3.657422e+07 nChanged 23690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229182 members 
Mstep: Class 2 contains 77022 members 
Entering Unmasked Estep 
Score: -36588336.000000 Penalty: 6265.475098
	Iteration 6F: 3 clusters Score -3.658834e+07 nChanged 22992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250840 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -36604744.000000 Penalty: 6265.475098
	Iteration 7F: 3 clusters Score -3.660474e+07 nChanged 18037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267857 members 
Mstep: Class 2 contains 38347 members 
Entering Unmasked Estep 
Score: -36619416.000000 Penalty: 6265.475098
	Iteration 8F: 3 clusters Score -3.661942e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278795 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -36630360.000000 Penalty: 6265.475098
	Iteration 9Q: 3 clusters Score -3.663036e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285047 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -36637036.000000 Penalty: 6265.475098
	Iteration 10Q: 3 clusters Score -3.663704e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288434 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -36641412.000000 Penalty: 6265.475098
	Iteration 11Q: 3 clusters Score -3.664141e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290732 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -36644052.000000 Penalty: 6265.475098
	Iteration 12Q: 3 clusters Score -3.664405e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292458 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -36645796.000000 Penalty: 6265.475098
	Iteration 13Q: 3 clusters Score -3.66458e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293925 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -36646972.000000 Penalty: 6265.475098
	Iteration 14Q: 3 clusters Score -3.664697e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295195 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -36647560.000000 Penalty: 6265.475098
	Iteration 15Q: 3 clusters Score -3.664756e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296292 members 
Mstep: Class 2 contains 9912 members 
Entering Unmasked Estep 
Score: -36647988.000000 Penalty: 6265.475098
	Iteration 16Q: 3 clusters Score -3.664799e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297194 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -36648080.000000 Penalty: 6265.475098
	Iteration 17Q: 3 clusters Score -3.664808e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298007 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -36648024.000000 Penalty: 6265.475098
	Iteration 18Q: 3 clusters Score -3.664802e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298762 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -36648012.000000 Penalty: 6265.475098
	Iteration 19Q: 3 clusters Score -3.664801e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299451 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -36647952.000000 Penalty: 6265.475098
	Iteration 20F: 3 clusters Score -3.664795e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300058 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -36647772.000000 Penalty: 6265.475098
	Iteration 21Q: 3 clusters Score -3.664777e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300560 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -36647536.000000 Penalty: 6265.475098
	Iteration 22Q: 3 clusters Score -3.664754e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301013 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -36647340.000000 Penalty: 6265.475098
	Iteration 23Q: 3 clusters Score -3.664734e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301422 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -36647144.000000 Penalty: 6265.475098
	Iteration 24Q: 3 clusters Score -3.664714e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301778 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -36646848.000000 Penalty: 6265.475098
	Iteration 25Q: 3 clusters Score -3.664685e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302097 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -36646812.000000 Penalty: 6265.475098
	Iteration 26Q: 3 clusters Score -3.664681e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302383 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -36646724.000000 Penalty: 6265.475098
	Iteration 27Q: 3 clusters Score -3.664672e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302642 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -36646648.000000 Penalty: 6265.475098
	Iteration 28Q: 3 clusters Score -3.664665e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302885 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -36646496.000000 Penalty: 6265.475098
	Iteration 29Q: 3 clusters Score -3.66465e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303096 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -36646416.000000 Penalty: 6265.475098
	Iteration 30Q: 3 clusters Score -3.664642e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303303 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -36646240.000000 Penalty: 6265.475098
	Iteration 31Q: 3 clusters Score -3.664624e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303480 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -36646144.000000 Penalty: 6265.475098
	Iteration 32Q: 3 clusters Score -3.664614e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303639 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -36646116.000000 Penalty: 6265.475098
	Iteration 33Q: 3 clusters Score -3.664612e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303768 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -36646028.000000 Penalty: 6265.475098
	Iteration 34Q: 3 clusters Score -3.664603e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303869 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -36646056.000000 Penalty: 6265.475098
	Iteration 35Q: 3 clusters Score -3.664606e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303974 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -36645952.000000 Penalty: 6265.475098
	Iteration 36Q: 3 clusters Score -3.664595e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304062 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -36645868.000000 Penalty: 6265.475098
	Iteration 37Q: 3 clusters Score -3.664587e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304145 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -36645740.000000 Penalty: 6265.475098
	Iteration 38Q: 3 clusters Score -3.664574e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304212 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -36645804.000000 Penalty: 6265.475098
	Iteration 39Q: 3 clusters Score -3.66458e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304294 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -36645660.000000 Penalty: 6265.475098
	Iteration 40F: 3 clusters Score -3.664566e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304368 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -36645636.000000 Penalty: 6265.475098
	Iteration 41Q: 3 clusters Score -3.664564e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304429 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -36645624.000000 Penalty: 6265.475098
	Iteration 42Q: 3 clusters Score -3.664562e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304491 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -36645608.000000 Penalty: 6265.475098
	Iteration 43Q: 3 clusters Score -3.664561e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304539 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -36645552.000000 Penalty: 6265.475098
	Iteration 44Q: 3 clusters Score -3.664555e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304579 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -36645520.000000 Penalty: 6265.475098
	Iteration 45Q: 3 clusters Score -3.664552e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304611 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -36645508.000000 Penalty: 6265.475098
	Iteration 46Q: 3 clusters Score -3.664551e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304638 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -36645500.000000 Penalty: 6265.475098
	Iteration 47Q: 3 clusters Score -3.66455e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304673 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -36645472.000000 Penalty: 6265.475098
	Iteration 48Q: 3 clusters Score -3.664547e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304710 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -36645428.000000 Penalty: 6265.475098
	Iteration 49Q: 3 clusters Score -3.664543e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304741 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -36645368.000000 Penalty: 6265.475098
	Iteration 50Q: 3 clusters Score -3.664537e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304769 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -36645352.000000 Penalty: 6265.475098
	Iteration 51Q: 3 clusters Score -3.664535e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304800 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -36645332.000000 Penalty: 6265.475098
	Iteration 52Q: 3 clusters Score -3.664533e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304825 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -36645324.000000 Penalty: 6265.475098
	Iteration 53Q: 3 clusters Score -3.664532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304843 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -36645336.000000 Penalty: 6265.475098
	Iteration 54Q: 3 clusters Score -3.664534e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304863 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -36645296.000000 Penalty: 6265.475098
	Iteration 55Q: 3 clusters Score -3.66453e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304875 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -36645284.000000 Penalty: 6265.475098
	Iteration 56Q: 3 clusters Score -3.664528e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304895 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -36645304.000000 Penalty: 6265.475098
	Iteration 57Q: 3 clusters Score -3.66453e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304913 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -36645240.000000 Penalty: 6265.475098
	Iteration 58Q: 3 clusters Score -3.664524e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304923 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -36645224.000000 Penalty: 6265.475098
	Iteration 59Q: 3 clusters Score -3.664522e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304941 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -36645196.000000 Penalty: 6265.475098
	Iteration 60F: 3 clusters Score -3.66452e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304948 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -36645220.000000 Penalty: 6265.475098
	Iteration 61Q: 3 clusters Score -3.664522e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304954 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -36645228.000000 Penalty: 6265.475098
	Iteration 62Q: 3 clusters Score -3.664523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -36645244.000000 Penalty: 6265.475098
	Iteration 63Q: 3 clusters Score -3.664524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304958 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -36645240.000000 Penalty: 6265.475098
	Iteration 64Q: 3 clusters Score -3.664524e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304957 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -36645240.000000 Penalty: 6265.475098
	Iteration 65Q: 3 clusters Score -3.664524e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304956 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -36645240.000000 Penalty: 6265.475098
	Iteration 66Q: 3 clusters Score -3.664524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304958 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -36645248.000000 Penalty: 6265.475098
	Iteration 67Q: 3 clusters Score -3.664525e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304961 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -36645244.000000 Penalty: 6265.475098
	Iteration 68Q: 3 clusters Score -3.664524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304963 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -36645256.000000 Penalty: 6265.475098
	Iteration 69Q: 3 clusters Score -3.664526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304963 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -36645256.000000 Penalty: 6265.475098
	Iteration 70F: 3 clusters Score -3.664526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (21962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Entering Unmasked Estep 
Score: -2627910.000000 Penalty: 2479.273193
	Iteration 0F: 2 clusters Score -2627910 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2612525.250000 Penalty: 4958.546387
	Iteration 0F: 3 clusters Score -2612525 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 11167 members 
Entering Unmasked Estep 
Score: -2617735.750000 Penalty: 4958.546387
	Iteration 1F: 3 clusters Score -2617736 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2618066.250000 Penalty: 4958.546387
	Iteration 2Q: 3 clusters Score -2618066 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 11519 members 
Entering Unmasked Estep 
Score: -2618347.500000 Penalty: 4958.546387
	Iteration 3Q: 3 clusters Score -2618348 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -2618591.750000 Penalty: 4958.546387
	Iteration 4Q: 3 clusters Score -2618592 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -2618820.500000 Penalty: 4958.546387
	Iteration 5Q: 3 clusters Score -2618820 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -2619056.250000 Penalty: 4958.546387
	Iteration 6Q: 3 clusters Score -2619056 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -2619357.250000 Penalty: 4958.546387
	Iteration 7Q: 3 clusters Score -2619357 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -2619748.250000 Penalty: 4958.546387
	Iteration 8Q: 3 clusters Score -2619748 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2620254.250000 Penalty: 4958.546387
	Iteration 9Q: 3 clusters Score -2620254 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -2620891.750000 Penalty: 4958.546387
	Iteration 10Q: 3 clusters Score -2620892 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2621663.500000 Penalty: 4958.546387
	Iteration 11F: 3 clusters Score -2621664 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2622533.000000 Penalty: 4958.546387
	Iteration 12F: 3 clusters Score -2622533 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2623310.250000 Penalty: 4958.546387
	Iteration 13Q: 3 clusters Score -2623310 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -2623965.750000 Penalty: 4958.546387
	Iteration 14Q: 3 clusters Score -2623966 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 20272 members 
Entering Unmasked Estep 
Score: -2624502.250000 Penalty: 4958.546387
	Iteration 15Q: 3 clusters Score -2624502 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -2624908.250000 Penalty: 4958.546387
	Iteration 16Q: 3 clusters Score -2624908 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2625214.000000 Penalty: 4958.546387
	Iteration 17Q: 3 clusters Score -2625214 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2625429.250000 Penalty: 4958.546387
	Iteration 18Q: 3 clusters Score -2625429 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -2625569.000000 Penalty: 4958.546387
	Iteration 19Q: 3 clusters Score -2625569 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -2625625.250000 Penalty: 4958.546387
	Iteration 20F: 3 clusters Score -2625625 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2625670.000000 Penalty: 4958.546387
	Iteration 21Q: 3 clusters Score -2625670 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -2625684.750000 Penalty: 4958.546387
	Iteration 22Q: 3 clusters Score -2625685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2625693.750000 Penalty: 4958.546387
	Iteration 23Q: 3 clusters Score -2625694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 21436 members 
Entering Unmasked Estep 
Score: -2625697.500000 Penalty: 4958.546387
	Iteration 24Q: 3 clusters Score -2625698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2625705.500000 Penalty: 4958.546387
	Iteration 25Q: 3 clusters Score -2625706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -2625706.250000 Penalty: 4958.546387
	Iteration 26Q: 3 clusters Score -2625706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2625707.750000 Penalty: 4958.546387
	Iteration 27Q: 3 clusters Score -2625708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2625714.500000 Penalty: 4958.546387
	Iteration 28Q: 3 clusters Score -2625714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -2625720.250000 Penalty: 4958.546387
	Iteration 29Q: 3 clusters Score -2625720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2625720.500000 Penalty: 4958.546387
	Iteration 30Q: 3 clusters Score -2625720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2625727.750000 Penalty: 4958.546387
	Iteration 31Q: 3 clusters Score -2625728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -2625740.000000 Penalty: 4958.546387
	Iteration 32Q: 3 clusters Score -2625740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -2625741.500000 Penalty: 4958.546387
	Iteration 33Q: 3 clusters Score -2625742 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2625744.000000 Penalty: 4958.546387
	Iteration 34Q: 3 clusters Score -2625744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2625747.500000 Penalty: 4958.546387
	Iteration 35Q: 3 clusters Score -2625748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2625750.250000 Penalty: 4958.546387
	Iteration 36Q: 3 clusters Score -2625750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 21481 members 
Entering Unmasked Estep 
Score: -2625748.750000 Penalty: 4958.546387
	Iteration 37Q: 3 clusters Score -2625749 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2625751.500000 Penalty: 4958.546387
	Iteration 38Q: 3 clusters Score -2625752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2625750.250000 Penalty: 4958.546387
	Iteration 39Q: 3 clusters Score -2625750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 21484 members 
Entering Unmasked Estep 
Score: -2625750.250000 Penalty: 4958.546387
	Iteration 40F: 3 clusters Score -2625750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (29784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29784 members 
Entering Unmasked Estep 
Score: -3451432.500000 Penalty: 2554.828125
	Iteration 0F: 2 clusters Score -3451432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -3431056.000000 Penalty: 5109.656250
	Iteration 0F: 3 clusters Score -3431056 nChanged 13332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -3438419.500000 Penalty: 5109.656250
	Iteration 1F: 3 clusters Score -3438420 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 15804 members 
Entering Unmasked Estep 
Score: -3439260.750000 Penalty: 5109.656250
	Iteration 2F: 3 clusters Score -3439261 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 16552 members 
Entering Unmasked Estep 
Score: -3440083.000000 Penalty: 5109.656250
	Iteration 3F: 3 clusters Score -3440083 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -3440940.750000 Penalty: 5109.656250
	Iteration 4F: 3 clusters Score -3440941 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 18957 members 
Entering Unmasked Estep 
Score: -3441983.750000 Penalty: 5109.656250
	Iteration 5F: 3 clusters Score -3441984 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -3443283.000000 Penalty: 5109.656250
	Iteration 6F: 3 clusters Score -3443283 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -3444681.000000 Penalty: 5109.656250
	Iteration 7F: 3 clusters Score -3444681 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3445846.000000 Penalty: 5109.656250
	Iteration 8F: 3 clusters Score -3445846 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -3446796.750000 Penalty: 5109.656250
	Iteration 9Q: 3 clusters Score -3446797 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -3447575.500000 Penalty: 5109.656250
	Iteration 10Q: 3 clusters Score -3447576 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -3448289.500000 Penalty: 5109.656250
	Iteration 11Q: 3 clusters Score -3448290 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -3448957.250000 Penalty: 5109.656250
	Iteration 12Q: 3 clusters Score -3448957 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 28503 members 
Entering Unmasked Estep 
Score: -3449481.750000 Penalty: 5109.656250
	Iteration 13Q: 3 clusters Score -3449482 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -3449762.000000 Penalty: 5109.656250
	Iteration 14Q: 3 clusters Score -3449762 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 28908 members 
Entering Unmasked Estep 
Score: -3449900.500000 Penalty: 5109.656250
	Iteration 15Q: 3 clusters Score -3449900 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 28978 members 
Entering Unmasked Estep 
Score: -3449958.500000 Penalty: 5109.656250
	Iteration 16Q: 3 clusters Score -3449958 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -3449999.750000 Penalty: 5109.656250
	Iteration 17Q: 3 clusters Score -3450000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -3450012.000000 Penalty: 5109.656250
	Iteration 18Q: 3 clusters Score -3450012 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 29059 members 
Entering Unmasked Estep 
Score: -3450020.500000 Penalty: 5109.656250
	Iteration 19Q: 3 clusters Score -3450020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3450026.000000 Penalty: 5109.656250
	Iteration 20F: 3 clusters Score -3450026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -3450033.000000 Penalty: 5109.656250
	Iteration 21Q: 3 clusters Score -3450033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -3450039.250000 Penalty: 5109.656250
	Iteration 22Q: 3 clusters Score -3450039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 29068 members 
Entering Unmasked Estep 
Score: -3450044.000000 Penalty: 5109.656250
	Iteration 23Q: 3 clusters Score -3450044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -3450041.000000 Penalty: 5109.656250
	Iteration 24Q: 3 clusters Score -3450041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -3450040.500000 Penalty: 5109.656250
	Iteration 25Q: 3 clusters Score -3450040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -3450041.000000 Penalty: 5109.656250
	Iteration 26Q: 3 clusters Score -3450041 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3450043.000000 Penalty: 5109.656250
	Iteration 27Q: 3 clusters Score -3450043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 29074 members 
Entering Unmasked Estep 
Score: -3450043.000000 Penalty: 5109.656250
	Iteration 28F: 3 clusters Score -3450043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (60026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Entering Unmasked Estep 
Score: -7286942.500000 Penalty: 2728.628174
	Iteration 0F: 2 clusters Score -7286942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 30275 members 
Entering Unmasked Estep 
Score: -7246608.500000 Penalty: 5457.256348
	Iteration 0F: 3 clusters Score -7246608 nChanged 27890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 32583 members 
Entering Unmasked Estep 
Score: -7262351.500000 Penalty: 5457.256348
	Iteration 1F: 3 clusters Score -7262352 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25973 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -7263313.500000 Penalty: 5457.256348
	Iteration 2Q: 3 clusters Score -7263314 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 36108 members 
Entering Unmasked Estep 
Score: -7264704.500000 Penalty: 5457.256348
	Iteration 3Q: 3 clusters Score -7264704 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21274 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -7266820.000000 Penalty: 5457.256348
	Iteration 4F: 3 clusters Score -7266820 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 41940 members 
Entering Unmasked Estep 
Score: -7269765.500000 Penalty: 5457.256348
	Iteration 5F: 3 clusters Score -7269766 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14718 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -7273126.500000 Penalty: 5457.256348
	Iteration 6F: 3 clusters Score -7273126 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 48455 members 
Entering Unmasked Estep 
Score: -7276151.000000 Penalty: 5457.256348
	Iteration 7F: 3 clusters Score -7276151 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 51257 members 
Entering Unmasked Estep 
Score: -7278630.000000 Penalty: 5457.256348
	Iteration 8F: 3 clusters Score -7278630 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -7280579.000000 Penalty: 5457.256348
	Iteration 9Q: 3 clusters Score -7280579 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 55375 members 
Entering Unmasked Estep 
Score: -7281977.000000 Penalty: 5457.256348
	Iteration 10Q: 3 clusters Score -7281977 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -7282885.500000 Penalty: 5457.256348
	Iteration 11Q: 3 clusters Score -7282886 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 57536 members 
Entering Unmasked Estep 
Score: -7283487.500000 Penalty: 5457.256348
	Iteration 12Q: 3 clusters Score -7283488 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -7283819.500000 Penalty: 5457.256348
	Iteration 13Q: 3 clusters Score -7283820 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 58411 members 
Entering Unmasked Estep 
Score: -7284021.500000 Penalty: 5457.256348
	Iteration 14Q: 3 clusters Score -7284022 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 58633 members 
Entering Unmasked Estep 
Score: -7284161.500000 Penalty: 5457.256348
	Iteration 15Q: 3 clusters Score -7284162 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 58804 members 
Entering Unmasked Estep 
Score: -7284272.500000 Penalty: 5457.256348
	Iteration 16Q: 3 clusters Score -7284272 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 58931 members 
Entering Unmasked Estep 
Score: -7284355.000000 Penalty: 5457.256348
	Iteration 17Q: 3 clusters Score -7284355 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 59008 members 
Entering Unmasked Estep 
Score: -7284413.500000 Penalty: 5457.256348
	Iteration 18Q: 3 clusters Score -7284414 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 59069 members 
Entering Unmasked Estep 
Score: -7284457.000000 Penalty: 5457.256348
	Iteration 19Q: 3 clusters Score -7284457 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 59113 members 
Entering Unmasked Estep 
Score: -7284485.000000 Penalty: 5457.256348
	Iteration 20F: 3 clusters Score -7284485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 59139 members 
Entering Unmasked Estep 
Score: -7284495.500000 Penalty: 5457.256348
	Iteration 21Q: 3 clusters Score -7284496 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 59159 members 
Entering Unmasked Estep 
Score: -7284499.500000 Penalty: 5457.256348
	Iteration 22Q: 3 clusters Score -7284500 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 59180 members 
Entering Unmasked Estep 
Score: -7284526.000000 Penalty: 5457.256348
	Iteration 23Q: 3 clusters Score -7284526 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 59201 members 
Entering Unmasked Estep 
Score: -7284553.000000 Penalty: 5457.256348
	Iteration 24Q: 3 clusters Score -7284553 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 59218 members 
Entering Unmasked Estep 
Score: -7284560.000000 Penalty: 5457.256348
	Iteration 25Q: 3 clusters Score -7284560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 59232 members 
Entering Unmasked Estep 
Score: -7284569.500000 Penalty: 5457.256348
	Iteration 26Q: 3 clusters Score -7284570 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 59243 members 
Entering Unmasked Estep 
Score: -7284576.500000 Penalty: 5457.256348
	Iteration 27Q: 3 clusters Score -7284576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 59255 members 
Entering Unmasked Estep 
Score: -7284583.000000 Penalty: 5457.256348
	Iteration 28Q: 3 clusters Score -7284583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 59263 members 
Entering Unmasked Estep 
Score: -7284590.500000 Penalty: 5457.256348
	Iteration 29Q: 3 clusters Score -7284590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 59267 members 
Entering Unmasked Estep 
Score: -7284597.500000 Penalty: 5457.256348
	Iteration 30Q: 3 clusters Score -7284598 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 59273 members 
Entering Unmasked Estep 
Score: -7284603.000000 Penalty: 5457.256348
	Iteration 31Q: 3 clusters Score -7284603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 59276 members 
Entering Unmasked Estep 
Score: -7284606.000000 Penalty: 5457.256348
	Iteration 32Q: 3 clusters Score -7284606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 59278 members 
Entering Unmasked Estep 
Score: -7284614.000000 Penalty: 5457.256348
	Iteration 33Q: 3 clusters Score -7284614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 59279 members 
Entering Unmasked Estep 
Score: -7284616.500000 Penalty: 5457.256348
	Iteration 34Q: 3 clusters Score -7284616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 59281 members 
Entering Unmasked Estep 
Score: -7284621.500000 Penalty: 5457.256348
	Iteration 35Q: 3 clusters Score -7284622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 59285 members 
Entering Unmasked Estep 
Score: -7284619.500000 Penalty: 5457.256348
	Iteration 36Q: 3 clusters Score -7284620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 59287 members 
Entering Unmasked Estep 
Score: -7284622.000000 Penalty: 5457.256348
	Iteration 37Q: 3 clusters Score -7284622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 59289 members 
Entering Unmasked Estep 
Score: -7284624.000000 Penalty: 5457.256348
	Iteration 38Q: 3 clusters Score -7284624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 59291 members 
Entering Unmasked Estep 
Score: -7284635.000000 Penalty: 5457.256348
	Iteration 39Q: 3 clusters Score -7284635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -7284640.000000 Penalty: 5457.256348
	Iteration 40F: 3 clusters Score -7284640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -7284633.500000 Penalty: 5457.256348
	Iteration 41Q: 3 clusters Score -7284634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 59292 members 
Entering Unmasked Estep 
Score: -7284636.500000 Penalty: 5457.256348
	Iteration 42Q: 3 clusters Score -7284636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 59294 members 
Entering Unmasked Estep 
Score: -7284638.500000 Penalty: 5457.256348
	Iteration 43Q: 3 clusters Score -7284638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 59295 members 
Entering Unmasked Estep 
Score: -7284638.000000 Penalty: 5457.256348
	Iteration 44Q: 3 clusters Score -7284638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 59296 members 
Entering Unmasked Estep 
Score: -7284642.000000 Penalty: 5457.256348
	Iteration 45Q: 3 clusters Score -7284642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -7284643.000000 Penalty: 5457.256348
	Iteration 46Q: 3 clusters Score -7284643 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 59297 members 
Entering Unmasked Estep 
Score: -7284643.000000 Penalty: 5457.256348
	Iteration 47F: 3 clusters Score -7284643 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Entering Unmasked Estep 
Score: -459065.750000 Penalty: 2041.051025
	Iteration 0F: 2 clusters Score -459065.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -455328.562500 Penalty: 4082.102051
	Iteration 0F: 3 clusters Score -455328.6 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -456142.281250 Penalty: 4082.102051
	Iteration 1F: 3 clusters Score -456142.3 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -456323.406250 Penalty: 4082.102051
	Iteration 2F: 3 clusters Score -456323.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -456425.656250 Penalty: 4082.102051
	Iteration 3Q: 3 clusters Score -456425.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -456484.875000 Penalty: 4082.102051
	Iteration 4Q: 3 clusters Score -456484.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -456528.250000 Penalty: 4082.102051
	Iteration 5Q: 3 clusters Score -456528.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -456563.437500 Penalty: 4082.102051
	Iteration 6Q: 3 clusters Score -456563.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -456603.562500 Penalty: 4082.102051
	Iteration 7Q: 3 clusters Score -456603.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -456644.625000 Penalty: 4082.102051
	Iteration 8Q: 3 clusters Score -456644.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -456681.875000 Penalty: 4082.102051
	Iteration 9Q: 3 clusters Score -456681.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -456712.250000 Penalty: 4082.102051
	Iteration 10Q: 3 clusters Score -456712.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -456749.656250 Penalty: 4082.102051
	Iteration 11Q: 3 clusters Score -456749.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -456794.406250 Penalty: 4082.102051
	Iteration 12Q: 3 clusters Score -456794.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -456827.000000 Penalty: 4082.102051
	Iteration 13Q: 3 clusters Score -456827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -456854.562500 Penalty: 4082.102051
	Iteration 14Q: 3 clusters Score -456854.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -456875.281250 Penalty: 4082.102051
	Iteration 15Q: 3 clusters Score -456875.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -456896.875000 Penalty: 4082.102051
	Iteration 16Q: 3 clusters Score -456896.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -456917.281250 Penalty: 4082.102051
	Iteration 17Q: 3 clusters Score -456917.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -456937.312500 Penalty: 4082.102051
	Iteration 18Q: 3 clusters Score -456937.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -456954.312500 Penalty: 4082.102051
	Iteration 19Q: 3 clusters Score -456954.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -456976.843750 Penalty: 4082.102051
	Iteration 20F: 3 clusters Score -456976.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -456994.906250 Penalty: 4082.102051
	Iteration 21Q: 3 clusters Score -456994.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -457013.500000 Penalty: 4082.102051
	Iteration 22Q: 3 clusters Score -457013.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -457030.156250 Penalty: 4082.102051
	Iteration 23Q: 3 clusters Score -457030.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -457043.406250 Penalty: 4082.102051
	Iteration 24Q: 3 clusters Score -457043.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -457062.343750 Penalty: 4082.102051
	Iteration 25Q: 3 clusters Score -457062.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -457086.312500 Penalty: 4082.102051
	Iteration 26Q: 3 clusters Score -457086.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -457101.312500 Penalty: 4082.102051
	Iteration 27Q: 3 clusters Score -457101.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -457111.750000 Penalty: 4082.102051
	Iteration 28Q: 3 clusters Score -457111.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -457124.843750 Penalty: 4082.102051
	Iteration 29Q: 3 clusters Score -457124.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -457139.218750 Penalty: 4082.102051
	Iteration 30Q: 3 clusters Score -457139.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -457149.656250 Penalty: 4082.102051
	Iteration 31Q: 3 clusters Score -457149.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -457157.656250 Penalty: 4082.102051
	Iteration 32Q: 3 clusters Score -457157.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -457163.875000 Penalty: 4082.102051
	Iteration 33Q: 3 clusters Score -457163.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -457170.187500 Penalty: 4082.102051
	Iteration 34Q: 3 clusters Score -457170.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -457177.500000 Penalty: 4082.102051
	Iteration 35Q: 3 clusters Score -457177.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -457183.750000 Penalty: 4082.102051
	Iteration 36Q: 3 clusters Score -457183.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -457187.312500 Penalty: 4082.102051
	Iteration 37Q: 3 clusters Score -457187.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -457190.843750 Penalty: 4082.102051
	Iteration 38Q: 3 clusters Score -457190.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -457196.468750 Penalty: 4082.102051
	Iteration 39Q: 3 clusters Score -457196.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -457203.343750 Penalty: 4082.102051
	Iteration 40F: 3 clusters Score -457203.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -457208.500000 Penalty: 4082.102051
	Iteration 41Q: 3 clusters Score -457208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -457214.437500 Penalty: 4082.102051
	Iteration 42Q: 3 clusters Score -457214.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -457219.781250 Penalty: 4082.102051
	Iteration 43Q: 3 clusters Score -457219.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -457223.875000 Penalty: 4082.102051
	Iteration 44Q: 3 clusters Score -457223.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -457230.625000 Penalty: 4082.102051
	Iteration 45Q: 3 clusters Score -457230.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -457237.406250 Penalty: 4082.102051
	Iteration 46Q: 3 clusters Score -457237.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -457239.437500 Penalty: 4082.102051
	Iteration 47Q: 3 clusters Score -457239.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -457242.718750 Penalty: 4082.102051
	Iteration 48Q: 3 clusters Score -457242.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -457249.500000 Penalty: 4082.102051
	Iteration 49Q: 3 clusters Score -457249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -457255.968750 Penalty: 4082.102051
	Iteration 50Q: 3 clusters Score -457256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -457258.468750 Penalty: 4082.102051
	Iteration 51Q: 3 clusters Score -457258.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -457262.437500 Penalty: 4082.102051
	Iteration 52Q: 3 clusters Score -457262.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -457267.187500 Penalty: 4082.102051
	Iteration 53Q: 3 clusters Score -457267.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -457269.281250 Penalty: 4082.102051
	Iteration 54Q: 3 clusters Score -457269.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -457272.125000 Penalty: 4082.102051
	Iteration 55Q: 3 clusters Score -457272.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -457273.156250 Penalty: 4082.102051
	Iteration 56Q: 3 clusters Score -457273.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -457275.468750 Penalty: 4082.102051
	Iteration 57Q: 3 clusters Score -457275.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -457277.968750 Penalty: 4082.102051
	Iteration 58Q: 3 clusters Score -457278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -457281.656250 Penalty: 4082.102051
	Iteration 59Q: 3 clusters Score -457281.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -457283.937500 Penalty: 4082.102051
	Iteration 60F: 3 clusters Score -457283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -457285.468750 Penalty: 4082.102051
	Iteration 61Q: 3 clusters Score -457285.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -457284.906250 Penalty: 4082.102051
	Iteration 62Q: 3 clusters Score -457284.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -457284.906250 Penalty: 4082.102051
	Iteration 63F: 3 clusters Score -457284.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -540369.562500 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -540369.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -536108.375000 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -536108.4 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -537061.187500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -537061.2 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -537248.875000 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -537248.9 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -537360.937500 Penalty: 4183.278320
	Iteration 3Q: 3 clusters Score -537360.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -537457.750000 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -537457.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -537531.687500 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -537531.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -537612.312500 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -537612.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -537700.250000 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -537700.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -537772.687500 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -537772.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -537841.187500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -537841.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -537941.625000 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -537941.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -538040.625000 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -538040.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -538123.312500 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -538123.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -538170.187500 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -538170.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -538215.625000 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -538215.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -538265.875000 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -538265.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -538311.250000 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -538311.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -538350.875000 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -538350.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -538377.750000 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -538377.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -538402.312500 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -538402.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -538425.875000 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -538425.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -538447.937500 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -538447.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -538465.187500 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -538465.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -538476.500000 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -538476.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -538483.625000 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -538483.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -538490.562500 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -538490.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -538497.812500 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -538497.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -538500.812500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -538500.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -538503.187500 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -538503.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -538503.625000 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -538503.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -538504.187500 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -538504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -538507.937500 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -538507.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -538510.250000 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -538510.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -538511.687500 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -538511.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -538512.750000 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -538512.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -538513.312500 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -538513.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -538515.500000 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -538515.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -538515.125000 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -538515.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -538515.937500 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -538515.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -538515.312500 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -538515.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -538515.312500 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -538515.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -274325.500000 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -274325.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -271439.593750 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -271439.6 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -272074.062500 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -272074.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -272287.281250 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -272287.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -272528.875000 Penalty: 3886.250977
	Iteration 3F: 3 clusters Score -272528.9 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -272832.125000 Penalty: 3886.250977
	Iteration 4F: 3 clusters Score -272832.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -273211.000000 Penalty: 3886.250977
	Iteration 5F: 3 clusters Score -273211 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -273600.812500 Penalty: 3886.250977
	Iteration 6F: 3 clusters Score -273600.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -274144.125000 Penalty: 3886.250977
	Iteration 7F: 3 clusters Score -274144.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -274695.281250 Penalty: 3886.250977
	Iteration 8F: 3 clusters Score -274695.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -274965.562500 Penalty: 3886.250977
	Iteration 9F: 3 clusters Score -274965.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -275119.843750 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -275119.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -275185.593750 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -275185.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -275201.750000 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -275201.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -275208.687500 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -275208.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -275212.500000 Penalty: 3886.250977
	Iteration 14Q: 3 clusters Score -275212.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -275216.343750 Penalty: 3886.250977
	Iteration 15Q: 3 clusters Score -275216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -275216.343750 Penalty: 3886.250977
	Iteration 16F: 3 clusters Score -275216.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 306204 members 
Mstep: Class 3 contains 21962 members 
Mstep: Class 4 contains 29784 members 
Mstep: Class 5 contains 60026 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 84855 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 19 contains 163838 members 
Mstep: Class 20 contains 2807 members 
Entering Unmasked Estep 
Score: -81069536.000000 Penalty: 39986.421875
Splitting cluster 12 changes total score from -81068624.000000 to -81069536.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 13 (84855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84855 members 
Entering Unmasked Estep 
Score: -10351756.000000 Penalty: 2814.477539
	Iteration 0F: 2 clusters Score -1.035176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42490 members 
Mstep: Class 2 contains 42365 members 
Entering Unmasked Estep 
Score: -10295023.000000 Penalty: 5628.955078
	Iteration 0F: 3 clusters Score -1.029502e+07 nChanged 39699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 42892 members 
Entering Unmasked Estep 
Score: -10317228.000000 Penalty: 5628.955078
	Iteration 1F: 3 clusters Score -1.031723e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41919 members 
Mstep: Class 2 contains 42936 members 
Entering Unmasked Estep 
Score: -10317785.000000 Penalty: 5628.955078
	Iteration 2Q: 3 clusters Score -1.031778e+07 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 42994 members 
Entering Unmasked Estep 
Score: -10318332.000000 Penalty: 5628.955078
	Iteration 3Q: 3 clusters Score -1.031833e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 43014 members 
Entering Unmasked Estep 
Score: -10318847.000000 Penalty: 5628.955078
	Iteration 4Q: 3 clusters Score -1.031885e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41950 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -10319412.000000 Penalty: 5628.955078
	Iteration 5Q: 3 clusters Score -1.031941e+07 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42190 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -10320103.000000 Penalty: 5628.955078
	Iteration 6Q: 3 clusters Score -1.03201e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 42232 members 
Entering Unmasked Estep 
Score: -10320954.000000 Penalty: 5628.955078
	Iteration 7Q: 3 clusters Score -1.032095e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43371 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -10322105.000000 Penalty: 5628.955078
	Iteration 8Q: 3 clusters Score -1.03221e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44616 members 
Mstep: Class 2 contains 40239 members 
Entering Unmasked Estep 
Score: -10323829.000000 Penalty: 5628.955078
	Iteration 9Q: 3 clusters Score -1.032383e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46510 members 
Mstep: Class 2 contains 38345 members 
Entering Unmasked Estep 
Score: -10326825.000000 Penalty: 5628.955078
	Iteration 10F: 3 clusters Score -1.032682e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -10331632.000000 Penalty: 5628.955078
	Iteration 11F: 3 clusters Score -1.033163e+07 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51578 members 
Mstep: Class 2 contains 33277 members 
Entering Unmasked Estep 
Score: -10337087.000000 Penalty: 5628.955078
	Iteration 12F: 3 clusters Score -1.033709e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53235 members 
Mstep: Class 2 contains 31620 members 
Entering Unmasked Estep 
Score: -10340217.000000 Penalty: 5628.955078
	Iteration 13F: 3 clusters Score -1.034022e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -10341242.000000 Penalty: 5628.955078
	Iteration 14Q: 3 clusters Score -1.034124e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55114 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -10341699.000000 Penalty: 5628.955078
	Iteration 15Q: 3 clusters Score -1.03417e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55890 members 
Mstep: Class 2 contains 28965 members 
Entering Unmasked Estep 
Score: -10341957.000000 Penalty: 5628.955078
	Iteration 16Q: 3 clusters Score -1.034196e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56657 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -10342244.000000 Penalty: 5628.955078
	Iteration 17Q: 3 clusters Score -1.034224e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -10342534.000000 Penalty: 5628.955078
	Iteration 18Q: 3 clusters Score -1.034253e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58052 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -10342682.000000 Penalty: 5628.955078
	Iteration 19Q: 3 clusters Score -1.034268e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58726 members 
Mstep: Class 2 contains 26129 members 
Entering Unmasked Estep 
Score: -10342966.000000 Penalty: 5628.955078
	Iteration 20F: 3 clusters Score -1.034297e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59407 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -10343218.000000 Penalty: 5628.955078
	Iteration 21Q: 3 clusters Score -1.034322e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60085 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
Score: -10343406.000000 Penalty: 5628.955078
	Iteration 22Q: 3 clusters Score -1.034341e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -10343581.000000 Penalty: 5628.955078
	Iteration 23Q: 3 clusters Score -1.034358e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61570 members 
Mstep: Class 2 contains 23285 members 
Entering Unmasked Estep 
Score: -10343768.000000 Penalty: 5628.955078
	Iteration 24Q: 3 clusters Score -1.034377e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62348 members 
Mstep: Class 2 contains 22507 members 
Entering Unmasked Estep 
Score: -10343942.000000 Penalty: 5628.955078
	Iteration 25Q: 3 clusters Score -1.034394e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -10344130.000000 Penalty: 5628.955078
	Iteration 26Q: 3 clusters Score -1.034413e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63874 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -10344309.000000 Penalty: 5628.955078
	Iteration 27Q: 3 clusters Score -1.034431e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64658 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -10344512.000000 Penalty: 5628.955078
	Iteration 28Q: 3 clusters Score -1.034451e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 19388 members 
Entering Unmasked Estep 
Score: -10344730.000000 Penalty: 5628.955078
	Iteration 29Q: 3 clusters Score -1.034473e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66291 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -10344920.000000 Penalty: 5628.955078
	Iteration 30Q: 3 clusters Score -1.034492e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67152 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -10345120.000000 Penalty: 5628.955078
	Iteration 31Q: 3 clusters Score -1.034512e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67974 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -10345325.000000 Penalty: 5628.955078
	Iteration 32Q: 3 clusters Score -1.034532e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68763 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -10345484.000000 Penalty: 5628.955078
	Iteration 33Q: 3 clusters Score -1.034548e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69523 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -10345705.000000 Penalty: 5628.955078
	Iteration 34Q: 3 clusters Score -1.03457e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70213 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -10345859.000000 Penalty: 5628.955078
	Iteration 35Q: 3 clusters Score -1.034586e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70864 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -10346010.000000 Penalty: 5628.955078
	Iteration 36Q: 3 clusters Score -1.034601e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71515 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -10346154.000000 Penalty: 5628.955078
	Iteration 37Q: 3 clusters Score -1.034615e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72167 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -10346347.000000 Penalty: 5628.955078
	Iteration 38Q: 3 clusters Score -1.034635e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72787 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -10346545.000000 Penalty: 5628.955078
	Iteration 39Q: 3 clusters Score -1.034654e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73389 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -10346711.000000 Penalty: 5628.955078
	Iteration 40F: 3 clusters Score -1.034671e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73961 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -10346837.000000 Penalty: 5628.955078
	Iteration 41Q: 3 clusters Score -1.034684e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74535 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -10346992.000000 Penalty: 5628.955078
	Iteration 42Q: 3 clusters Score -1.034699e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75096 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -10347114.000000 Penalty: 5628.955078
	Iteration 43Q: 3 clusters Score -1.034711e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75651 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -10347259.000000 Penalty: 5628.955078
	Iteration 44Q: 3 clusters Score -1.034726e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76163 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -10347369.000000 Penalty: 5628.955078
	Iteration 45Q: 3 clusters Score -1.034737e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76644 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -10347496.000000 Penalty: 5628.955078
	Iteration 46Q: 3 clusters Score -1.03475e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -10347613.000000 Penalty: 5628.955078
	Iteration 47Q: 3 clusters Score -1.034761e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77556 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -10347736.000000 Penalty: 5628.955078
	Iteration 48Q: 3 clusters Score -1.034774e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77953 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -10347868.000000 Penalty: 5628.955078
	Iteration 49Q: 3 clusters Score -1.034787e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78313 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -10347951.000000 Penalty: 5628.955078
	Iteration 50Q: 3 clusters Score -1.034795e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78681 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -10348030.000000 Penalty: 5628.955078
	Iteration 51Q: 3 clusters Score -1.034803e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79027 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -10348108.000000 Penalty: 5628.955078
	Iteration 52Q: 3 clusters Score -1.034811e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79365 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -10348250.000000 Penalty: 5628.955078
	Iteration 53Q: 3 clusters Score -1.034825e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79709 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -10348335.000000 Penalty: 5628.955078
	Iteration 54Q: 3 clusters Score -1.034834e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80028 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -10348459.000000 Penalty: 5628.955078
	Iteration 55Q: 3 clusters Score -1.034846e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80321 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -10348611.000000 Penalty: 5628.955078
	Iteration 56Q: 3 clusters Score -1.034861e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80607 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -10348680.000000 Penalty: 5628.955078
	Iteration 57Q: 3 clusters Score -1.034868e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80864 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -10348741.000000 Penalty: 5628.955078
	Iteration 58Q: 3 clusters Score -1.034874e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81078 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -10348787.000000 Penalty: 5628.955078
	Iteration 59Q: 3 clusters Score -1.034879e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -10348817.000000 Penalty: 5628.955078
	Iteration 60F: 3 clusters Score -1.034882e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81403 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -10348862.000000 Penalty: 5628.955078
	Iteration 61Q: 3 clusters Score -1.034886e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81542 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -10348914.000000 Penalty: 5628.955078
	Iteration 62Q: 3 clusters Score -1.034891e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81676 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -10348919.000000 Penalty: 5628.955078
	Iteration 63Q: 3 clusters Score -1.034892e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81803 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -10348941.000000 Penalty: 5628.955078
	Iteration 64Q: 3 clusters Score -1.034894e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81914 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -10348973.000000 Penalty: 5628.955078
	Iteration 65Q: 3 clusters Score -1.034897e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82025 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -10348999.000000 Penalty: 5628.955078
	Iteration 66Q: 3 clusters Score -1.0349e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82126 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -10349001.000000 Penalty: 5628.955078
	Iteration 67Q: 3 clusters Score -1.0349e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82212 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -10349024.000000 Penalty: 5628.955078
	Iteration 68Q: 3 clusters Score -1.034902e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82286 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -10349043.000000 Penalty: 5628.955078
	Iteration 69Q: 3 clusters Score -1.034904e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82361 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -10349059.000000 Penalty: 5628.955078
	Iteration 70Q: 3 clusters Score -1.034906e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82423 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -10349087.000000 Penalty: 5628.955078
	Iteration 71Q: 3 clusters Score -1.034909e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82486 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -10349114.000000 Penalty: 5628.955078
	Iteration 72Q: 3 clusters Score -1.034911e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82538 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10349104.000000 Penalty: 5628.955078
	Iteration 73Q: 3 clusters Score -1.03491e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82576 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -10349104.000000 Penalty: 5628.955078
	Iteration 74Q: 3 clusters Score -1.03491e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82618 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -10349112.000000 Penalty: 5628.955078
	Iteration 75Q: 3 clusters Score -1.034911e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82655 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -10349103.000000 Penalty: 5628.955078
	Iteration 76Q: 3 clusters Score -1.03491e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82694 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -10349117.000000 Penalty: 5628.955078
	Iteration 77Q: 3 clusters Score -1.034912e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82726 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -10349151.000000 Penalty: 5628.955078
	Iteration 78Q: 3 clusters Score -1.034915e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82756 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -10349162.000000 Penalty: 5628.955078
	Iteration 79Q: 3 clusters Score -1.034916e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -10349169.000000 Penalty: 5628.955078
	Iteration 80F: 3 clusters Score -1.034917e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -10349184.000000 Penalty: 5628.955078
	Iteration 81Q: 3 clusters Score -1.034918e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82837 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10349202.000000 Penalty: 5628.955078
	Iteration 82Q: 3 clusters Score -1.03492e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82867 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -10349200.000000 Penalty: 5628.955078
	Iteration 83Q: 3 clusters Score -1.03492e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82894 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -10349197.000000 Penalty: 5628.955078
	Iteration 84Q: 3 clusters Score -1.03492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82914 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -10349193.000000 Penalty: 5628.955078
	Iteration 85Q: 3 clusters Score -1.034919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82935 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -10349208.000000 Penalty: 5628.955078
	Iteration 86Q: 3 clusters Score -1.034921e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82960 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -10349208.000000 Penalty: 5628.955078
	Iteration 87Q: 3 clusters Score -1.034921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82993 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -10349222.000000 Penalty: 5628.955078
	Iteration 88Q: 3 clusters Score -1.034922e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83024 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10349225.000000 Penalty: 5628.955078
	Iteration 89Q: 3 clusters Score -1.034922e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83052 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -10349268.000000 Penalty: 5628.955078
	Iteration 90Q: 3 clusters Score -1.034927e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -10349260.000000 Penalty: 5628.955078
	Iteration 91Q: 3 clusters Score -1.034926e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83106 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -10349259.000000 Penalty: 5628.955078
	Iteration 92Q: 3 clusters Score -1.034926e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83123 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10349273.000000 Penalty: 5628.955078
	Iteration 93Q: 3 clusters Score -1.034927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -10349276.000000 Penalty: 5628.955078
	Iteration 94Q: 3 clusters Score -1.034928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -10349272.000000 Penalty: 5628.955078
	Iteration 95Q: 3 clusters Score -1.034927e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83157 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10349261.000000 Penalty: 5628.955078
	Iteration 96Q: 3 clusters Score -1.034926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83169 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -10349277.000000 Penalty: 5628.955078
	Iteration 97Q: 3 clusters Score -1.034928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83181 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -10349275.000000 Penalty: 5628.955078
	Iteration 98Q: 3 clusters Score -1.034928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83192 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -10349280.000000 Penalty: 5628.955078
	Iteration 99Q: 3 clusters Score -1.034928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83198 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -10349283.000000 Penalty: 5628.955078
	Iteration 100F: 3 clusters Score -1.034928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83206 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -10349278.000000 Penalty: 5628.955078
	Iteration 101Q: 3 clusters Score -1.034928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83212 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -10349281.000000 Penalty: 5628.955078
	Iteration 102Q: 3 clusters Score -1.034928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83215 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -10349278.000000 Penalty: 5628.955078
	Iteration 103Q: 3 clusters Score -1.034928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83219 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -10349281.000000 Penalty: 5628.955078
	Iteration 104Q: 3 clusters Score -1.034928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83224 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -10349275.000000 Penalty: 5628.955078
	Iteration 105Q: 3 clusters Score -1.034928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83229 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -10349278.000000 Penalty: 5628.955078
	Iteration 106Q: 3 clusters Score -1.034928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83235 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -10349272.000000 Penalty: 5628.955078
	Iteration 107Q: 3 clusters Score -1.034927e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83243 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -10349275.000000 Penalty: 5628.955078
	Iteration 108Q: 3 clusters Score -1.034928e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83254 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -10349274.000000 Penalty: 5628.955078
	Iteration 109Q: 3 clusters Score -1.034927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83267 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -10349291.000000 Penalty: 5628.955078
	Iteration 110Q: 3 clusters Score -1.034929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83282 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -10349290.000000 Penalty: 5628.955078
	Iteration 111Q: 3 clusters Score -1.034929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83293 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -10349292.000000 Penalty: 5628.955078
	Iteration 112Q: 3 clusters Score -1.034929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -10349294.000000 Penalty: 5628.955078
	Iteration 113Q: 3 clusters Score -1.034929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83313 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -10349290.000000 Penalty: 5628.955078
	Iteration 114Q: 3 clusters Score -1.034929e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83323 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -10349291.000000 Penalty: 5628.955078
	Iteration 115Q: 3 clusters Score -1.034929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83330 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -10349287.000000 Penalty: 5628.955078
	Iteration 116Q: 3 clusters Score -1.034929e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83339 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -10349303.000000 Penalty: 5628.955078
	Iteration 117Q: 3 clusters Score -1.03493e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83346 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -10349308.000000 Penalty: 5628.955078
	Iteration 118Q: 3 clusters Score -1.034931e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83349 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -10349319.000000 Penalty: 5628.955078
	Iteration 119Q: 3 clusters Score -1.034932e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -10349312.000000 Penalty: 5628.955078
	Iteration 120F: 3 clusters Score -1.034931e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Entering Unmasked Estep 
Score: -499438.343750 Penalty: 2058.531006
	Iteration 0F: 2 clusters Score -499438.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -495526.812500 Penalty: 4117.062012
	Iteration 0F: 3 clusters Score -495526.8 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -496342.875000 Penalty: 4117.062012
	Iteration 1F: 3 clusters Score -496342.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -496505.937500 Penalty: 4117.062012
	Iteration 2F: 3 clusters Score -496505.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -496603.218750 Penalty: 4117.062012
	Iteration 3Q: 3 clusters Score -496603.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -496686.031250 Penalty: 4117.062012
	Iteration 4Q: 3 clusters Score -496686 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -496732.750000 Penalty: 4117.062012
	Iteration 5Q: 3 clusters Score -496732.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -496765.406250 Penalty: 4117.062012
	Iteration 6Q: 3 clusters Score -496765.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -496792.656250 Penalty: 4117.062012
	Iteration 7Q: 3 clusters Score -496792.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -496817.187500 Penalty: 4117.062012
	Iteration 8Q: 3 clusters Score -496817.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -496845.687500 Penalty: 4117.062012
	Iteration 9Q: 3 clusters Score -496845.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -496861.156250 Penalty: 4117.062012
	Iteration 10Q: 3 clusters Score -496861.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -496871.093750 Penalty: 4117.062012
	Iteration 11Q: 3 clusters Score -496871.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -496879.218750 Penalty: 4117.062012
	Iteration 12Q: 3 clusters Score -496879.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -496892.656250 Penalty: 4117.062012
	Iteration 13Q: 3 clusters Score -496892.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -496900.031250 Penalty: 4117.062012
	Iteration 14Q: 3 clusters Score -496900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -496908.062500 Penalty: 4117.062012
	Iteration 15Q: 3 clusters Score -496908.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -496913.343750 Penalty: 4117.062012
	Iteration 16Q: 3 clusters Score -496913.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -496916.781250 Penalty: 4117.062012
	Iteration 17Q: 3 clusters Score -496916.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -496919.250000 Penalty: 4117.062012
	Iteration 18Q: 3 clusters Score -496919.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -496921.062500 Penalty: 4117.062012
	Iteration 19Q: 3 clusters Score -496921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -496922.343750 Penalty: 4117.062012
	Iteration 20F: 3 clusters Score -496922.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -496923.812500 Penalty: 4117.062012
	Iteration 21Q: 3 clusters Score -496923.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -496924.625000 Penalty: 4117.062012
	Iteration 22Q: 3 clusters Score -496924.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -496926.437500 Penalty: 4117.062012
	Iteration 23Q: 3 clusters Score -496926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -496927.437500 Penalty: 4117.062012
	Iteration 24Q: 3 clusters Score -496927.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -496930.531250 Penalty: 4117.062012
	Iteration 25Q: 3 clusters Score -496930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -496931.812500 Penalty: 4117.062012
	Iteration 26Q: 3 clusters Score -496931.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -496933.593750 Penalty: 4117.062012
	Iteration 27Q: 3 clusters Score -496933.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -496934.593750 Penalty: 4117.062012
	Iteration 28Q: 3 clusters Score -496934.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -496936.312500 Penalty: 4117.062012
	Iteration 29Q: 3 clusters Score -496936.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -496937.687500 Penalty: 4117.062012
	Iteration 30Q: 3 clusters Score -496937.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -496939.531250 Penalty: 4117.062012
	Iteration 31Q: 3 clusters Score -496939.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -496940.687500 Penalty: 4117.062012
	Iteration 32Q: 3 clusters Score -496940.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -496942.156250 Penalty: 4117.062012
	Iteration 33Q: 3 clusters Score -496942.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -496943.062500 Penalty: 4117.062012
	Iteration 34Q: 3 clusters Score -496943.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -496944.562500 Penalty: 4117.062012
	Iteration 35Q: 3 clusters Score -496944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -496946.312500 Penalty: 4117.062012
	Iteration 36Q: 3 clusters Score -496946.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -496949.406250 Penalty: 4117.062012
	Iteration 37Q: 3 clusters Score -496949.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -496953.968750 Penalty: 4117.062012
	Iteration 38Q: 3 clusters Score -496954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -496957.812500 Penalty: 4117.062012
	Iteration 39Q: 3 clusters Score -496957.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -496961.093750 Penalty: 4117.062012
	Iteration 40F: 3 clusters Score -496961.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -496966.218750 Penalty: 4117.062012
	Iteration 41Q: 3 clusters Score -496966.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -496974.750000 Penalty: 4117.062012
	Iteration 42Q: 3 clusters Score -496974.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -496982.218750 Penalty: 4117.062012
	Iteration 43Q: 3 clusters Score -496982.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -496985.937500 Penalty: 4117.062012
	Iteration 44Q: 3 clusters Score -496985.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -496989.250000 Penalty: 4117.062012
	Iteration 45Q: 3 clusters Score -496989.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -496991.312500 Penalty: 4117.062012
	Iteration 46Q: 3 clusters Score -496991.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -496994.312500 Penalty: 4117.062012
	Iteration 47Q: 3 clusters Score -496994.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -496995.187500 Penalty: 4117.062012
	Iteration 48Q: 3 clusters Score -496995.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -496996.562500 Penalty: 4117.062012
	Iteration 49Q: 3 clusters Score -496996.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -496996.531250 Penalty: 4117.062012
	Iteration 50Q: 3 clusters Score -496996.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -496997.000000 Penalty: 4117.062012
	Iteration 51Q: 3 clusters Score -496997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -496999.125000 Penalty: 4117.062012
	Iteration 52Q: 3 clusters Score -496999.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -497002.468750 Penalty: 4117.062012
	Iteration 53Q: 3 clusters Score -497002.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -497004.687500 Penalty: 4117.062012
	Iteration 54Q: 3 clusters Score -497004.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -497006.656250 Penalty: 4117.062012
	Iteration 55Q: 3 clusters Score -497006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -497007.406250 Penalty: 4117.062012
	Iteration 56Q: 3 clusters Score -497007.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -497007.218750 Penalty: 4117.062012
	Iteration 57Q: 3 clusters Score -497007.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -497008.062500 Penalty: 4117.062012
	Iteration 58Q: 3 clusters Score -497008.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -497009.937500 Penalty: 4117.062012
	Iteration 59Q: 3 clusters Score -497009.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -497010.000000 Penalty: 4117.062012
	Iteration 60F: 3 clusters Score -497010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -497010.406250 Penalty: 4117.062012
	Iteration 61Q: 3 clusters Score -497010.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -497011.781250 Penalty: 4117.062012
	Iteration 62Q: 3 clusters Score -497011.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -497011.937500 Penalty: 4117.062012
	Iteration 63Q: 3 clusters Score -497011.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -497014.093750 Penalty: 4117.062012
	Iteration 64Q: 3 clusters Score -497014.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -497015.812500 Penalty: 4117.062012
	Iteration 65Q: 3 clusters Score -497015.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -497016.843750 Penalty: 4117.062012
	Iteration 66Q: 3 clusters Score -497016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -497017.187500 Penalty: 4117.062012
	Iteration 67Q: 3 clusters Score -497017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -497019.218750 Penalty: 4117.062012
	Iteration 68Q: 3 clusters Score -497019.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -497022.812500 Penalty: 4117.062012
	Iteration 69Q: 3 clusters Score -497022.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -497024.250000 Penalty: 4117.062012
	Iteration 70Q: 3 clusters Score -497024.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -497025.218750 Penalty: 4117.062012
	Iteration 71Q: 3 clusters Score -497025.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -497028.937500 Penalty: 4117.062012
	Iteration 72Q: 3 clusters Score -497028.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -497032.125000 Penalty: 4117.062012
	Iteration 73Q: 3 clusters Score -497032.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -497037.218750 Penalty: 4117.062012
	Iteration 74Q: 3 clusters Score -497037.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -497044.281250 Penalty: 4117.062012
	Iteration 75Q: 3 clusters Score -497044.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -497050.343750 Penalty: 4117.062012
	Iteration 76Q: 3 clusters Score -497050.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -497054.500000 Penalty: 4117.062012
	Iteration 77Q: 3 clusters Score -497054.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -497060.750000 Penalty: 4117.062012
	Iteration 78Q: 3 clusters Score -497060.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -497066.781250 Penalty: 4117.062012
	Iteration 79Q: 3 clusters Score -497066.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -497070.062500 Penalty: 4117.062012
	Iteration 80F: 3 clusters Score -497070.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -497074.500000 Penalty: 4117.062012
	Iteration 81Q: 3 clusters Score -497074.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -497081.000000 Penalty: 4117.062012
	Iteration 82Q: 3 clusters Score -497081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -497088.812500 Penalty: 4117.062012
	Iteration 83Q: 3 clusters Score -497088.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -497093.625000 Penalty: 4117.062012
	Iteration 84Q: 3 clusters Score -497093.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -497097.187500 Penalty: 4117.062012
	Iteration 85Q: 3 clusters Score -497097.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -497098.906250 Penalty: 4117.062012
	Iteration 86Q: 3 clusters Score -497098.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -497103.375000 Penalty: 4117.062012
	Iteration 87Q: 3 clusters Score -497103.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -497108.125000 Penalty: 4117.062012
	Iteration 88Q: 3 clusters Score -497108.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -497111.625000 Penalty: 4117.062012
	Iteration 89Q: 3 clusters Score -497111.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -497113.156250 Penalty: 4117.062012
	Iteration 90Q: 3 clusters Score -497113.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -497116.968750 Penalty: 4117.062012
	Iteration 91Q: 3 clusters Score -497117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -497117.562500 Penalty: 4117.062012
	Iteration 92Q: 3 clusters Score -497117.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -497119.406250 Penalty: 4117.062012
	Iteration 93Q: 3 clusters Score -497119.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -497121.656250 Penalty: 4117.062012
	Iteration 94Q: 3 clusters Score -497121.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -497123.000000 Penalty: 4117.062012
	Iteration 95Q: 3 clusters Score -497123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -497126.500000 Penalty: 4117.062012
	Iteration 96Q: 3 clusters Score -497126.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -497132.875000 Penalty: 4117.062012
	Iteration 97Q: 3 clusters Score -497132.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -497138.375000 Penalty: 4117.062012
	Iteration 98Q: 3 clusters Score -497138.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -497142.968750 Penalty: 4117.062012
	Iteration 99Q: 3 clusters Score -497143 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -497148.968750 Penalty: 4117.062012
	Iteration 100F: 3 clusters Score -497149 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -497152.750000 Penalty: 4117.062012
	Iteration 101Q: 3 clusters Score -497152.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -497157.875000 Penalty: 4117.062012
	Iteration 102Q: 3 clusters Score -497157.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -497161.968750 Penalty: 4117.062012
	Iteration 103Q: 3 clusters Score -497162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -497166.875000 Penalty: 4117.062012
	Iteration 104Q: 3 clusters Score -497166.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -497170.875000 Penalty: 4117.062012
	Iteration 105Q: 3 clusters Score -497170.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -497176.437500 Penalty: 4117.062012
	Iteration 106Q: 3 clusters Score -497176.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -497184.906250 Penalty: 4117.062012
	Iteration 107Q: 3 clusters Score -497184.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -497197.718750 Penalty: 4117.062012
	Iteration 108Q: 3 clusters Score -497197.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -497213.125000 Penalty: 4117.062012
	Iteration 109Q: 3 clusters Score -497213.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -497230.000000 Penalty: 4117.062012
	Iteration 110Q: 3 clusters Score -497230 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -497248.031250 Penalty: 4117.062012
	Iteration 111Q: 3 clusters Score -497248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -497261.250000 Penalty: 4117.062012
	Iteration 112Q: 3 clusters Score -497261.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -497273.093750 Penalty: 4117.062012
	Iteration 113Q: 3 clusters Score -497273.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -497288.531250 Penalty: 4117.062012
	Iteration 114Q: 3 clusters Score -497288.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -497299.281250 Penalty: 4117.062012
	Iteration 115Q: 3 clusters Score -497299.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -497312.312500 Penalty: 4117.062012
	Iteration 116Q: 3 clusters Score -497312.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -497320.125000 Penalty: 4117.062012
	Iteration 117Q: 3 clusters Score -497320.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -497327.656250 Penalty: 4117.062012
	Iteration 118Q: 3 clusters Score -497327.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -497333.531250 Penalty: 4117.062012
	Iteration 119Q: 3 clusters Score -497333.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -497339.750000 Penalty: 4117.062012
	Iteration 120F: 3 clusters Score -497339.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -497345.687500 Penalty: 4117.062012
	Iteration 121Q: 3 clusters Score -497345.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -497351.093750 Penalty: 4117.062012
	Iteration 122Q: 3 clusters Score -497351.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -497353.218750 Penalty: 4117.062012
	Iteration 123Q: 3 clusters Score -497353.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -497357.750000 Penalty: 4117.062012
	Iteration 124Q: 3 clusters Score -497357.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -497361.000000 Penalty: 4117.062012
	Iteration 125Q: 3 clusters Score -497361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -497362.968750 Penalty: 4117.062012
	Iteration 126Q: 3 clusters Score -497363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -497366.000000 Penalty: 4117.062012
	Iteration 127Q: 3 clusters Score -497366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -497368.031250 Penalty: 4117.062012
	Iteration 128Q: 3 clusters Score -497368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -497371.343750 Penalty: 4117.062012
	Iteration 129Q: 3 clusters Score -497371.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -497372.375000 Penalty: 4117.062012
	Iteration 130Q: 3 clusters Score -497372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -497372.500000 Penalty: 4117.062012
	Iteration 131Q: 3 clusters Score -497372.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -497373.156250 Penalty: 4117.062012
	Iteration 132Q: 3 clusters Score -497373.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -497374.218750 Penalty: 4117.062012
	Iteration 133Q: 3 clusters Score -497374.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -497374.812500 Penalty: 4117.062012
	Iteration 134Q: 3 clusters Score -497374.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -497378.062500 Penalty: 4117.062012
	Iteration 135Q: 3 clusters Score -497378.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -497381.593750 Penalty: 4117.062012
	Iteration 136Q: 3 clusters Score -497381.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -497385.437500 Penalty: 4117.062012
	Iteration 137Q: 3 clusters Score -497385.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -497388.531250 Penalty: 4117.062012
	Iteration 138Q: 3 clusters Score -497388.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -497391.593750 Penalty: 4117.062012
	Iteration 139Q: 3 clusters Score -497391.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -497394.625000 Penalty: 4117.062012
	Iteration 140F: 3 clusters Score -497394.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -497397.843750 Penalty: 4117.062012
	Iteration 141Q: 3 clusters Score -497397.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -497400.312500 Penalty: 4117.062012
	Iteration 142Q: 3 clusters Score -497400.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -497402.281250 Penalty: 4117.062012
	Iteration 143Q: 3 clusters Score -497402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -497404.156250 Penalty: 4117.062012
	Iteration 144Q: 3 clusters Score -497404.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -497406.093750 Penalty: 4117.062012
	Iteration 145Q: 3 clusters Score -497406.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -497407.156250 Penalty: 4117.062012
	Iteration 146Q: 3 clusters Score -497407.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -497407.343750 Penalty: 4117.062012
	Iteration 147Q: 3 clusters Score -497407.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -497407.812500 Penalty: 4117.062012
	Iteration 148Q: 3 clusters Score -497407.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -497409.062500 Penalty: 4117.062012
	Iteration 149Q: 3 clusters Score -497409.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -497410.281250 Penalty: 4117.062012
	Iteration 150Q: 3 clusters Score -497410.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -497411.218750 Penalty: 4117.062012
	Iteration 151Q: 3 clusters Score -497411.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -497413.125000 Penalty: 4117.062012
	Iteration 152Q: 3 clusters Score -497413.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -497413.843750 Penalty: 4117.062012
	Iteration 153Q: 3 clusters Score -497413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -497416.062500 Penalty: 4117.062012
	Iteration 154Q: 3 clusters Score -497416.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -497418.593750 Penalty: 4117.062012
	Iteration 155Q: 3 clusters Score -497418.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -497419.812500 Penalty: 4117.062012
	Iteration 156Q: 3 clusters Score -497419.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -497421.187500 Penalty: 4117.062012
	Iteration 157Q: 3 clusters Score -497421.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -497421.437500 Penalty: 4117.062012
	Iteration 158Q: 3 clusters Score -497421.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -497422.125000 Penalty: 4117.062012
	Iteration 159Q: 3 clusters Score -497422.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -497422.125000 Penalty: 4117.062012
	Iteration 160F: 3 clusters Score -497422.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (163838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163838 members 
Entering Unmasked Estep 
Score: -19671714.000000 Penalty: 2977.645264
	Iteration 0F: 2 clusters Score -1.967171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81644 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -19564646.000000 Penalty: 5955.290527
	Iteration 0F: 3 clusters Score -1.956465e+07 nChanged 78295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77563 members 
Mstep: Class 2 contains 86275 members 
Entering Unmasked Estep 
Score: -19610314.000000 Penalty: 5955.290527
	Iteration 1F: 3 clusters Score -1.961031e+07 nChanged 5283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74890 members 
Mstep: Class 2 contains 88948 members 
Entering Unmasked Estep 
Score: -19611722.000000 Penalty: 5955.290527
	Iteration 2Q: 3 clusters Score -1.961172e+07 nChanged 6404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70668 members 
Mstep: Class 2 contains 93170 members 
Entering Unmasked Estep 
Score: -19614026.000000 Penalty: 5955.290527
	Iteration 3Q: 3 clusters Score -1.961403e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64358 members 
Mstep: Class 2 contains 99480 members 
Entering Unmasked Estep 
Score: -19618586.000000 Penalty: 5955.290527
	Iteration 4F: 3 clusters Score -1.961859e+07 nChanged 11539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 108601 members 
Entering Unmasked Estep 
Score: -19626634.000000 Penalty: 5955.290527
	Iteration 5F: 3 clusters Score -1.962663e+07 nChanged 14004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43657 members 
Mstep: Class 2 contains 120181 members 
Entering Unmasked Estep 
Score: -19638470.000000 Penalty: 5955.290527
	Iteration 6F: 3 clusters Score -1.963847e+07 nChanged 13924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 132147 members 
Entering Unmasked Estep 
Score: -19651556.000000 Penalty: 5955.290527
	Iteration 7F: 3 clusters Score -1.965156e+07 nChanged 10409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 140986 members 
Entering Unmasked Estep 
Score: -19661702.000000 Penalty: 5955.290527
	Iteration 8F: 3 clusters Score -1.96617e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 145655 members 
Entering Unmasked Estep 
Score: -19667246.000000 Penalty: 5955.290527
	Iteration 9Q: 3 clusters Score -1.966725e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 147968 members 
Entering Unmasked Estep 
Score: -19669724.000000 Penalty: 5955.290527
	Iteration 10Q: 3 clusters Score -1.966972e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 149550 members 
Entering Unmasked Estep 
Score: -19670904.000000 Penalty: 5955.290527
	Iteration 11Q: 3 clusters Score -1.96709e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 150809 members 
Entering Unmasked Estep 
Score: -19671544.000000 Penalty: 5955.290527
	Iteration 12Q: 3 clusters Score -1.967154e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 151845 members 
Entering Unmasked Estep 
Score: -19672008.000000 Penalty: 5955.290527
	Iteration 13Q: 3 clusters Score -1.967201e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 152704 members 
Entering Unmasked Estep 
Score: -19672246.000000 Penalty: 5955.290527
	Iteration 14Q: 3 clusters Score -1.967225e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 153406 members 
Entering Unmasked Estep 
Score: -19672534.000000 Penalty: 5955.290527
	Iteration 15Q: 3 clusters Score -1.967253e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 154008 members 
Entering Unmasked Estep 
Score: -19672654.000000 Penalty: 5955.290527
	Iteration 16Q: 3 clusters Score -1.967265e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 154533 members 
Entering Unmasked Estep 
Score: -19672732.000000 Penalty: 5955.290527
	Iteration 17Q: 3 clusters Score -1.967273e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 154989 members 
Entering Unmasked Estep 
Score: -19672656.000000 Penalty: 5955.290527
	Iteration 18Q: 3 clusters Score -1.967266e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 155390 members 
Entering Unmasked Estep 
Score: -19672640.000000 Penalty: 5955.290527
	Iteration 19Q: 3 clusters Score -1.967264e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 155735 members 
Entering Unmasked Estep 
Score: -19672620.000000 Penalty: 5955.290527
	Iteration 20F: 3 clusters Score -1.967262e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 156079 members 
Entering Unmasked Estep 
Score: -19672652.000000 Penalty: 5955.290527
	Iteration 21Q: 3 clusters Score -1.967265e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 156349 members 
Entering Unmasked Estep 
Score: -19672646.000000 Penalty: 5955.290527
	Iteration 22Q: 3 clusters Score -1.967265e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 156579 members 
Entering Unmasked Estep 
Score: -19672696.000000 Penalty: 5955.290527
	Iteration 23Q: 3 clusters Score -1.96727e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -19672676.000000 Penalty: 5955.290527
	Iteration 24Q: 3 clusters Score -1.967268e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 156977 members 
Entering Unmasked Estep 
Score: -19672648.000000 Penalty: 5955.290527
	Iteration 25Q: 3 clusters Score -1.967265e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 157123 members 
Entering Unmasked Estep 
Score: -19672580.000000 Penalty: 5955.290527
	Iteration 26Q: 3 clusters Score -1.967258e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 157267 members 
Entering Unmasked Estep 
Score: -19672564.000000 Penalty: 5955.290527
	Iteration 27Q: 3 clusters Score -1.967256e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 157400 members 
Entering Unmasked Estep 
Score: -19672560.000000 Penalty: 5955.290527
	Iteration 28Q: 3 clusters Score -1.967256e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 157531 members 
Entering Unmasked Estep 
Score: -19672572.000000 Penalty: 5955.290527
	Iteration 29Q: 3 clusters Score -1.967257e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 157657 members 
Entering Unmasked Estep 
Score: -19672580.000000 Penalty: 5955.290527
	Iteration 30Q: 3 clusters Score -1.967258e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 157754 members 
Entering Unmasked Estep 
Score: -19672596.000000 Penalty: 5955.290527
	Iteration 31Q: 3 clusters Score -1.96726e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 157841 members 
Entering Unmasked Estep 
Score: -19672596.000000 Penalty: 5955.290527
	Iteration 32Q: 3 clusters Score -1.96726e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 157905 members 
Entering Unmasked Estep 
Score: -19672608.000000 Penalty: 5955.290527
	Iteration 33Q: 3 clusters Score -1.967261e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 157955 members 
Entering Unmasked Estep 
Score: -19672568.000000 Penalty: 5955.290527
	Iteration 34Q: 3 clusters Score -1.967257e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 158007 members 
Entering Unmasked Estep 
Score: -19672584.000000 Penalty: 5955.290527
	Iteration 35Q: 3 clusters Score -1.967258e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 158052 members 
Entering Unmasked Estep 
Score: -19672538.000000 Penalty: 5955.290527
	Iteration 36Q: 3 clusters Score -1.967254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 158085 members 
Entering Unmasked Estep 
Score: -19672502.000000 Penalty: 5955.290527
	Iteration 37Q: 3 clusters Score -1.96725e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 158119 members 
Entering Unmasked Estep 
Score: -19672510.000000 Penalty: 5955.290527
	Iteration 38Q: 3 clusters Score -1.967251e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 158152 members 
Entering Unmasked Estep 
Score: -19672506.000000 Penalty: 5955.290527
	Iteration 39Q: 3 clusters Score -1.967251e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 158182 members 
Entering Unmasked Estep 
Score: -19672496.000000 Penalty: 5955.290527
	Iteration 40F: 3 clusters Score -1.96725e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 158208 members 
Entering Unmasked Estep 
Score: -19672512.000000 Penalty: 5955.290527
	Iteration 41Q: 3 clusters Score -1.967251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 158236 members 
Entering Unmasked Estep 
Score: -19672508.000000 Penalty: 5955.290527
	Iteration 42Q: 3 clusters Score -1.967251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 158264 members 
Entering Unmasked Estep 
Score: -19672540.000000 Penalty: 5955.290527
	Iteration 43Q: 3 clusters Score -1.967254e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 158292 members 
Entering Unmasked Estep 
Score: -19672516.000000 Penalty: 5955.290527
	Iteration 44Q: 3 clusters Score -1.967252e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 158318 members 
Entering Unmasked Estep 
Score: -19672524.000000 Penalty: 5955.290527
	Iteration 45Q: 3 clusters Score -1.967252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 158338 members 
Entering Unmasked Estep 
Score: -19672512.000000 Penalty: 5955.290527
	Iteration 46Q: 3 clusters Score -1.967251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 158361 members 
Entering Unmasked Estep 
Score: -19672518.000000 Penalty: 5955.290527
	Iteration 47Q: 3 clusters Score -1.967252e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 158381 members 
Entering Unmasked Estep 
Score: -19672512.000000 Penalty: 5955.290527
	Iteration 48Q: 3 clusters Score -1.967251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 158401 members 
Entering Unmasked Estep 
Score: -19672510.000000 Penalty: 5955.290527
	Iteration 49Q: 3 clusters Score -1.967251e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 158427 members 
Entering Unmasked Estep 
Score: -19672508.000000 Penalty: 5955.290527
	Iteration 50Q: 3 clusters Score -1.967251e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 158445 members 
Entering Unmasked Estep 
Score: -19672492.000000 Penalty: 5955.290527
	Iteration 51Q: 3 clusters Score -1.967249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 158455 members 
Entering Unmasked Estep 
Score: -19672470.000000 Penalty: 5955.290527
	Iteration 52Q: 3 clusters Score -1.967247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 158461 members 
Entering Unmasked Estep 
Score: -19672472.000000 Penalty: 5955.290527
	Iteration 53Q: 3 clusters Score -1.967247e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 158468 members 
Entering Unmasked Estep 
Score: -19672474.000000 Penalty: 5955.290527
	Iteration 54Q: 3 clusters Score -1.967247e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 158480 members 
Entering Unmasked Estep 
Score: -19672486.000000 Penalty: 5955.290527
	Iteration 55Q: 3 clusters Score -1.967249e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 158493 members 
Entering Unmasked Estep 
Score: -19672484.000000 Penalty: 5955.290527
	Iteration 56Q: 3 clusters Score -1.967248e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 158513 members 
Entering Unmasked Estep 
Score: -19672486.000000 Penalty: 5955.290527
	Iteration 57Q: 3 clusters Score -1.967249e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 158527 members 
Entering Unmasked Estep 
Score: -19672486.000000 Penalty: 5955.290527
	Iteration 58Q: 3 clusters Score -1.967249e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 158537 members 
Entering Unmasked Estep 
Score: -19672482.000000 Penalty: 5955.290527
	Iteration 59Q: 3 clusters Score -1.967248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 158551 members 
Entering Unmasked Estep 
Score: -19672494.000000 Penalty: 5955.290527
	Iteration 60F: 3 clusters Score -1.967249e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 158566 members 
Entering Unmasked Estep 
Score: -19672496.000000 Penalty: 5955.290527
	Iteration 61Q: 3 clusters Score -1.96725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 158579 members 
Entering Unmasked Estep 
Score: -19672466.000000 Penalty: 5955.290527
	Iteration 62Q: 3 clusters Score -1.967247e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 158593 members 
Entering Unmasked Estep 
Score: -19672464.000000 Penalty: 5955.290527
	Iteration 63Q: 3 clusters Score -1.967246e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 158605 members 
Entering Unmasked Estep 
Score: -19672462.000000 Penalty: 5955.290527
	Iteration 64Q: 3 clusters Score -1.967246e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 158626 members 
Entering Unmasked Estep 
Score: -19672484.000000 Penalty: 5955.290527
	Iteration 65Q: 3 clusters Score -1.967248e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -19672462.000000 Penalty: 5955.290527
	Iteration 66Q: 3 clusters Score -1.967246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -19672472.000000 Penalty: 5955.290527
	Iteration 67Q: 3 clusters Score -1.967247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -19672474.000000 Penalty: 5955.290527
	Iteration 68Q: 3 clusters Score -1.967247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 158688 members 
Entering Unmasked Estep 
Score: -19672484.000000 Penalty: 5955.290527
	Iteration 69Q: 3 clusters Score -1.967248e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 158699 members 
Entering Unmasked Estep 
Score: -19672486.000000 Penalty: 5955.290527
	Iteration 70Q: 3 clusters Score -1.967249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 158706 members 
Entering Unmasked Estep 
Score: -19672492.000000 Penalty: 5955.290527
	Iteration 71Q: 3 clusters Score -1.967249e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 158710 members 
Entering Unmasked Estep 
Score: -19672484.000000 Penalty: 5955.290527
	Iteration 72Q: 3 clusters Score -1.967248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 158710 members 
Entering Unmasked Estep 
Score: -19672484.000000 Penalty: 5955.290527
	Iteration 73F: 3 clusters Score -1.967248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 306204 members 
Mstep: Class 3 contains 21962 members 
Mstep: Class 4 contains 29784 members 
Mstep: Class 5 contains 60026 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 158710 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 84855 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 2807 members 
Entering Unmasked Estep 
Score: -81070008.000000 Penalty: 43318.621094
Splitting cluster 19 changes total score from -81068624.000000 to -81070008.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 20 (2807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Entering Unmasked Estep 
Score: -344682.781250 Penalty: 1969.088257
	Iteration 0F: 2 clusters Score -344682.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -341493.875000 Penalty: 3938.176514
	Iteration 0F: 3 clusters Score -341493.9 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -342076.875000 Penalty: 3938.176514
	Iteration 1F: 3 clusters Score -342076.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -342205.250000 Penalty: 3938.176514
	Iteration 2F: 3 clusters Score -342205.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -342286.281250 Penalty: 3938.176514
	Iteration 3Q: 3 clusters Score -342286.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -342347.031250 Penalty: 3938.176514
	Iteration 4Q: 3 clusters Score -342347 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -342381.718750 Penalty: 3938.176514
	Iteration 5Q: 3 clusters Score -342381.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -342409.906250 Penalty: 3938.176514
	Iteration 6Q: 3 clusters Score -342409.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -342434.500000 Penalty: 3938.176514
	Iteration 7Q: 3 clusters Score -342434.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -342456.156250 Penalty: 3938.176514
	Iteration 8Q: 3 clusters Score -342456.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -342474.531250 Penalty: 3938.176514
	Iteration 9Q: 3 clusters Score -342474.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -342491.687500 Penalty: 3938.176514
	Iteration 10Q: 3 clusters Score -342491.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -342501.937500 Penalty: 3938.176514
	Iteration 11Q: 3 clusters Score -342501.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -342515.781250 Penalty: 3938.176514
	Iteration 12Q: 3 clusters Score -342515.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -342533.343750 Penalty: 3938.176514
	Iteration 13Q: 3 clusters Score -342533.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -342549.687500 Penalty: 3938.176514
	Iteration 14Q: 3 clusters Score -342549.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -342558.343750 Penalty: 3938.176514
	Iteration 15Q: 3 clusters Score -342558.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -342562.906250 Penalty: 3938.176514
	Iteration 16Q: 3 clusters Score -342562.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -342568.468750 Penalty: 3938.176514
	Iteration 17Q: 3 clusters Score -342568.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -342575.937500 Penalty: 3938.176514
	Iteration 18Q: 3 clusters Score -342575.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -342582.125000 Penalty: 3938.176514
	Iteration 19Q: 3 clusters Score -342582.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -342587.312500 Penalty: 3938.176514
	Iteration 20F: 3 clusters Score -342587.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -342595.562500 Penalty: 3938.176514
	Iteration 21Q: 3 clusters Score -342595.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -342604.718750 Penalty: 3938.176514
	Iteration 22Q: 3 clusters Score -342604.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -342612.687500 Penalty: 3938.176514
	Iteration 23Q: 3 clusters Score -342612.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -342618.718750 Penalty: 3938.176514
	Iteration 24Q: 3 clusters Score -342618.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -342623.437500 Penalty: 3938.176514
	Iteration 25Q: 3 clusters Score -342623.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -342629.375000 Penalty: 3938.176514
	Iteration 26Q: 3 clusters Score -342629.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -342637.718750 Penalty: 3938.176514
	Iteration 27Q: 3 clusters Score -342637.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -342642.031250 Penalty: 3938.176514
	Iteration 28Q: 3 clusters Score -342642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -342649.281250 Penalty: 3938.176514
	Iteration 29Q: 3 clusters Score -342649.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -342657.812500 Penalty: 3938.176514
	Iteration 30Q: 3 clusters Score -342657.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -342664.593750 Penalty: 3938.176514
	Iteration 31Q: 3 clusters Score -342664.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -342670.687500 Penalty: 3938.176514
	Iteration 32Q: 3 clusters Score -342670.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -342676.437500 Penalty: 3938.176514
	Iteration 33Q: 3 clusters Score -342676.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -342680.906250 Penalty: 3938.176514
	Iteration 34Q: 3 clusters Score -342680.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -342682.093750 Penalty: 3938.176514
	Iteration 35Q: 3 clusters Score -342682.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -342684.593750 Penalty: 3938.176514
	Iteration 36Q: 3 clusters Score -342684.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -342689.687500 Penalty: 3938.176514
	Iteration 37Q: 3 clusters Score -342689.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -342695.125000 Penalty: 3938.176514
	Iteration 38Q: 3 clusters Score -342695.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -342699.843750 Penalty: 3938.176514
	Iteration 39Q: 3 clusters Score -342699.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -342703.937500 Penalty: 3938.176514
	Iteration 40F: 3 clusters Score -342703.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -342708.812500 Penalty: 3938.176514
	Iteration 41Q: 3 clusters Score -342708.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -342716.156250 Penalty: 3938.176514
	Iteration 42Q: 3 clusters Score -342716.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -342722.000000 Penalty: 3938.176514
	Iteration 43Q: 3 clusters Score -342722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -342723.843750 Penalty: 3938.176514
	Iteration 44Q: 3 clusters Score -342723.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -342728.468750 Penalty: 3938.176514
	Iteration 45Q: 3 clusters Score -342728.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -342733.937500 Penalty: 3938.176514
	Iteration 46Q: 3 clusters Score -342733.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -342740.000000 Penalty: 3938.176514
	Iteration 47Q: 3 clusters Score -342740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -342748.437500 Penalty: 3938.176514
	Iteration 48Q: 3 clusters Score -342748.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -342755.250000 Penalty: 3938.176514
	Iteration 49Q: 3 clusters Score -342755.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -342762.562500 Penalty: 3938.176514
	Iteration 50Q: 3 clusters Score -342762.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -342767.343750 Penalty: 3938.176514
	Iteration 51Q: 3 clusters Score -342767.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -342770.250000 Penalty: 3938.176514
	Iteration 52Q: 3 clusters Score -342770.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -342772.031250 Penalty: 3938.176514
	Iteration 53Q: 3 clusters Score -342772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -342773.062500 Penalty: 3938.176514
	Iteration 54Q: 3 clusters Score -342773.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -342776.468750 Penalty: 3938.176514
	Iteration 55Q: 3 clusters Score -342776.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -342779.937500 Penalty: 3938.176514
	Iteration 56Q: 3 clusters Score -342779.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -342783.437500 Penalty: 3938.176514
	Iteration 57Q: 3 clusters Score -342783.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -342786.250000 Penalty: 3938.176514
	Iteration 58Q: 3 clusters Score -342786.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -342788.968750 Penalty: 3938.176514
	Iteration 59Q: 3 clusters Score -342789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -342792.750000 Penalty: 3938.176514
	Iteration 60F: 3 clusters Score -342792.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -342795.875000 Penalty: 3938.176514
	Iteration 61Q: 3 clusters Score -342795.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -342798.843750 Penalty: 3938.176514
	Iteration 62Q: 3 clusters Score -342798.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -342799.156250 Penalty: 3938.176514
	Iteration 63Q: 3 clusters Score -342799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -342799.156250 Penalty: 3938.176514
	Iteration 64F: 3 clusters Score -342799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 2 contains 306204 members 
Mstep: Class 3 contains 21962 members 
Mstep: Class 4 contains 29784 members 
Mstep: Class 5 contains 60026 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 432 members 
Mstep: Class 13 contains 84855 members 
Mstep: Class 14 contains 4026 members 
Mstep: Class 19 contains 5128 members 
Mstep: Class 20 contains 2807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81070672.000000 Penalty: 43318.621094
Iteration 39Q: 14 clusters Score -8.107067e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 306265 members 
Mstep: Class 3 contains 21913 members 
Mstep: Class 4 contains 29962 members 
Mstep: Class 5 contains 59555 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 157619 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 428 members 
Mstep: Class 13 contains 85927 members 
Mstep: Class 14 contains 4120 members 
Mstep: Class 19 contains 5225 members 
Mstep: Class 20 contains 2883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81072376.000000 Penalty: 43318.621094
Iteration 40F: 14 clusters Score -8.107238e+07 nChanged 6594
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 304667 members 
Mstep: Class 3 contains 21894 members 
Mstep: Class 4 contains 30090 members 
Mstep: Class 5 contains 58740 members 
Mstep: Class 6 contains 3698 members 
Mstep: Class 7 contains 158999 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 442 members 
Mstep: Class 13 contains 86542 members 
Mstep: Class 14 contains 4230 members 
Mstep: Class 19 contains 5256 members 
Mstep: Class 20 contains 2908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81074536.000000 Penalty: 43318.621094
Iteration 41Q: 14 clusters Score -8.107454e+07 nChanged 5895
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 303530 members 
Mstep: Class 3 contains 21938 members 
Mstep: Class 4 contains 30204 members 
Mstep: Class 5 contains 58012 members 
Mstep: Class 6 contains 3665 members 
Mstep: Class 7 contains 159890 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 430 members 
Mstep: Class 13 contains 87167 members 
Mstep: Class 14 contains 4336 members 
Mstep: Class 19 contains 5288 members 
Mstep: Class 20 contains 2924 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 14 clusters Score -8.107582e+07 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 302651 members 
Mstep: Class 3 contains 22040 members 
Mstep: Class 4 contains 30262 members 
Mstep: Class 5 contains 57359 members 
Mstep: Class 6 contains 3652 members 
Mstep: Class 7 contains 160545 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 426 members 
Mstep: Class 13 contains 87668 members 
Mstep: Class 14 contains 4455 members 
Mstep: Class 19 contains 5322 members 
Mstep: Class 20 contains 2975 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 14 clusters Score -8.107685e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 301808 members 
Mstep: Class 3 contains 22124 members 
Mstep: Class 4 contains 30337 members 
Mstep: Class 5 contains 56775 members 
Mstep: Class 6 contains 3645 members 
Mstep: Class 7 contains 161172 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 419 members 
Mstep: Class 13 contains 88091 members 
Mstep: Class 14 contains 4559 members 
Mstep: Class 19 contains 5376 members 
Mstep: Class 20 contains 3032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81078144.000000 Penalty: 43318.621094
Iteration 44Q: 14 clusters Score -8.107814e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 301028 members 
Mstep: Class 3 contains 22186 members 
Mstep: Class 4 contains 30426 members 
Mstep: Class 5 contains 56211 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 161737 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 415 members 
Mstep: Class 13 contains 88507 members 
Mstep: Class 14 contains 4649 members 
Mstep: Class 19 contains 5427 members 
Mstep: Class 20 contains 3089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81079112.000000 Penalty: 43318.621094
Iteration 45Q: 14 clusters Score -8.107911e+07 nChanged 4447
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 300323 members 
Mstep: Class 3 contains 22281 members 
Mstep: Class 4 contains 30485 members 
Mstep: Class 5 contains 55668 members 
Mstep: Class 6 contains 3652 members 
Mstep: Class 7 contains 162230 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 411 members 
Mstep: Class 13 contains 88934 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 19 contains 5479 members 
Mstep: Class 20 contains 3136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81079664.000000 Penalty: 43318.621094
Iteration 46Q: 14 clusters Score -8.107966e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 299665 members 
Mstep: Class 3 contains 22384 members 
Mstep: Class 4 contains 30564 members 
Mstep: Class 5 contains 55148 members 
Mstep: Class 6 contains 3652 members 
Mstep: Class 7 contains 162654 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 89325 members 
Mstep: Class 14 contains 4775 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 3186 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81080392.000000 Penalty: 43318.621094
Iteration 47Q: 14 clusters Score -8.108039e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 299099 members 
Mstep: Class 3 contains 22476 members 
Mstep: Class 4 contains 30649 members 
Mstep: Class 5 contains 54667 members 
Mstep: Class 6 contains 3661 members 
Mstep: Class 7 contains 163009 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 89640 members 
Mstep: Class 14 contains 4835 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 3238 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81080912.000000 Penalty: 43318.621094
Iteration 48Q: 14 clusters Score -8.108091e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 298593 members 
Mstep: Class 3 contains 22551 members 
Mstep: Class 4 contains 30699 members 
Mstep: Class 5 contains 54221 members 
Mstep: Class 6 contains 3663 members 
Mstep: Class 7 contains 163364 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 89918 members 
Mstep: Class 14 contains 4899 members 
Mstep: Class 19 contains 5700 members 
Mstep: Class 20 contains 3293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81081432.000000 Penalty: 43318.621094
Iteration 49Q: 14 clusters Score -8.108143e+07 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 298084 members 
Mstep: Class 3 contains 22662 members 
Mstep: Class 4 contains 30729 members 
Mstep: Class 5 contains 53764 members 
Mstep: Class 6 contains 3679 members 
Mstep: Class 7 contains 163763 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90164 members 
Mstep: Class 14 contains 4948 members 
Mstep: Class 19 contains 5772 members 
Mstep: Class 20 contains 3336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81082224.000000 Penalty: 43318.621094
Iteration 50Q: 14 clusters Score -8.108222e+07 nChanged 3333
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 297660 members 
Mstep: Class 3 contains 22817 members 
Mstep: Class 4 contains 30754 members 
Mstep: Class 5 contains 53342 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 164040 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90393 members 
Mstep: Class 14 contains 4981 members 
Mstep: Class 19 contains 5859 members 
Mstep: Class 20 contains 3367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81082728.000000 Penalty: 43318.621094
Iteration 51Q: 14 clusters Score -8.108273e+07 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 297222 members 
Mstep: Class 3 contains 22986 members 
Mstep: Class 4 contains 30784 members 
Mstep: Class 5 contains 52929 members 
Mstep: Class 6 contains 3687 members 
Mstep: Class 7 contains 164363 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90564 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 3408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81083352.000000 Penalty: 43318.621094
Iteration 52Q: 14 clusters Score -8.108335e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 296744 members 
Mstep: Class 3 contains 23148 members 
Mstep: Class 4 contains 30831 members 
Mstep: Class 5 contains 52583 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 164712 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90690 members 
Mstep: Class 14 contains 5048 members 
Mstep: Class 19 contains 6012 members 
Mstep: Class 20 contains 3449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81083904.000000 Penalty: 43318.621094
Iteration 53Q: 14 clusters Score -8.10839e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 296358 members 
Mstep: Class 3 contains 23325 members 
Mstep: Class 4 contains 30858 members 
Mstep: Class 5 contains 52268 members 
Mstep: Class 6 contains 3659 members 
Mstep: Class 7 contains 165059 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90723 members 
Mstep: Class 14 contains 5067 members 
Mstep: Class 19 contains 6097 members 
Mstep: Class 20 contains 3490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81084232.000000 Penalty: 43318.621094
Iteration 54Q: 14 clusters Score -8.108423e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 295890 members 
Mstep: Class 3 contains 23484 members 
Mstep: Class 4 contains 30898 members 
Mstep: Class 5 contains 51993 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 165403 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90794 members 
Mstep: Class 14 contains 5086 members 
Mstep: Class 19 contains 6174 members 
Mstep: Class 20 contains 3534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81084432.000000 Penalty: 43318.621094
Iteration 55Q: 14 clusters Score -8.108443e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 295358 members 
Mstep: Class 3 contains 23640 members 
Mstep: Class 4 contains 30920 members 
Mstep: Class 5 contains 51735 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 165886 members 
Mstep: Class 11 contains 4574 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90840 members 
Mstep: Class 14 contains 5092 members 
Mstep: Class 19 contains 6238 members 
Mstep: Class 20 contains 3563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81084600.000000 Penalty: 43318.621094
Iteration 56Q: 14 clusters Score -8.10846e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 294826 members 
Mstep: Class 3 contains 23785 members 
Mstep: Class 4 contains 30953 members 
Mstep: Class 5 contains 51509 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 166323 members 
Mstep: Class 11 contains 4567 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90876 members 
Mstep: Class 14 contains 5116 members 
Mstep: Class 19 contains 6307 members 
Mstep: Class 20 contains 3591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81085200.000000 Penalty: 43318.621094
Iteration 57Q: 14 clusters Score -8.10852e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 294354 members 
Mstep: Class 3 contains 23926 members 
Mstep: Class 4 contains 30968 members 
Mstep: Class 5 contains 51330 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 166743 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90839 members 
Mstep: Class 14 contains 5131 members 
Mstep: Class 19 contains 6367 members 
Mstep: Class 20 contains 3618 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 58Q: 14 clusters Score -8.108532e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 293877 members 
Mstep: Class 3 contains 24105 members 
Mstep: Class 4 contains 30966 members 
Mstep: Class 5 contains 51166 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 167077 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90864 members 
Mstep: Class 14 contains 5153 members 
Mstep: Class 19 contains 6421 members 
Mstep: Class 20 contains 3643 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 59Q: 14 clusters Score -8.108533e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 293361 members 
Mstep: Class 3 contains 24269 members 
Mstep: Class 4 contains 30983 members 
Mstep: Class 5 contains 51006 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 167478 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90831 members 
Mstep: Class 14 contains 5170 members 
Mstep: Class 19 contains 6483 members 
Mstep: Class 20 contains 3680 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 14 clusters Score -8.108534e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 292878 members 
Mstep: Class 3 contains 24396 members 
Mstep: Class 4 contains 30997 members 
Mstep: Class 5 contains 50872 members 
Mstep: Class 6 contains 3633 members 
Mstep: Class 7 contains 167877 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90801 members 
Mstep: Class 14 contains 5181 members 
Mstep: Class 19 contains 6542 members 
Mstep: Class 20 contains 3710 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 61Q: 14 clusters Score -8.108541e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 292433 members 
Mstep: Class 3 contains 24508 members 
Mstep: Class 4 contains 31014 members 
Mstep: Class 5 contains 50737 members 
Mstep: Class 6 contains 3630 members 
Mstep: Class 7 contains 168304 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 407 members 
Mstep: Class 13 contains 90732 members 
Mstep: Class 14 contains 5188 members 
Mstep: Class 19 contains 6594 members 
Mstep: Class 20 contains 3743 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 62Q: 14 clusters Score -8.108574e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 292017 members 
Mstep: Class 3 contains 24616 members 
Mstep: Class 4 contains 31015 members 
Mstep: Class 5 contains 50617 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 168753 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 90607 members 
Mstep: Class 14 contains 5192 members 
Mstep: Class 19 contains 6651 members 
Mstep: Class 20 contains 3782 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 63Q: 14 clusters Score -8.10858e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 291644 members 
Mstep: Class 3 contains 24724 members 
Mstep: Class 4 contains 31025 members 
Mstep: Class 5 contains 50501 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 169189 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 90453 members 
Mstep: Class 14 contains 5192 members 
Mstep: Class 19 contains 6702 members 
Mstep: Class 20 contains 3820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81085984.000000 Penalty: 43318.621094
Iteration 64Q: 14 clusters Score -8.108598e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 291332 members 
Mstep: Class 3 contains 24796 members 
Mstep: Class 4 contains 31041 members 
Mstep: Class 5 contains 50406 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 169610 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 90265 members 
Mstep: Class 14 contains 5195 members 
Mstep: Class 19 contains 6756 members 
Mstep: Class 20 contains 3850 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 65Q: 14 clusters Score -8.108618e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 291034 members 
Mstep: Class 3 contains 24864 members 
Mstep: Class 4 contains 31054 members 
Mstep: Class 5 contains 50327 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 170040 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 90029 members 
Mstep: Class 14 contains 5194 members 
Mstep: Class 19 contains 6814 members 
Mstep: Class 20 contains 3884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086200.000000 Penalty: 43318.621094
Iteration 66Q: 14 clusters Score -8.10862e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 290769 members 
Mstep: Class 3 contains 24936 members 
Mstep: Class 4 contains 31063 members 
Mstep: Class 5 contains 50257 members 
Mstep: Class 6 contains 3617 members 
Mstep: Class 7 contains 170459 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 89797 members 
Mstep: Class 14 contains 5183 members 
Mstep: Class 19 contains 6865 members 
Mstep: Class 20 contains 3919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086368.000000 Penalty: 43318.621094
Iteration 67Q: 14 clusters Score -8.108637e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 290467 members 
Mstep: Class 3 contains 25019 members 
Mstep: Class 4 contains 31070 members 
Mstep: Class 5 contains 50192 members 
Mstep: Class 6 contains 3602 members 
Mstep: Class 7 contains 170907 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 89560 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 19 contains 6900 members 
Mstep: Class 20 contains 3961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086480.000000 Penalty: 43318.621094
Iteration 68Q: 14 clusters Score -8.108648e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 290145 members 
Mstep: Class 3 contains 25093 members 
Mstep: Class 4 contains 31085 members 
Mstep: Class 5 contains 50143 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 7 contains 171381 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 89302 members 
Mstep: Class 14 contains 5175 members 
Mstep: Class 19 contains 6927 members 
Mstep: Class 20 contains 4007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086360.000000 Penalty: 43318.621094
Iteration 69Q: 14 clusters Score -8.108636e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 289720 members 
Mstep: Class 3 contains 25176 members 
Mstep: Class 4 contains 31117 members 
Mstep: Class 5 contains 50106 members 
Mstep: Class 6 contains 3592 members 
Mstep: Class 7 contains 171858 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 89114 members 
Mstep: Class 14 contains 5178 members 
Mstep: Class 19 contains 6946 members 
Mstep: Class 20 contains 4041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086256.000000 Penalty: 43318.621094
Iteration 70Q: 14 clusters Score -8.108626e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 289323 members 
Mstep: Class 3 contains 25252 members 
Mstep: Class 4 contains 31132 members 
Mstep: Class 5 contains 50104 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 7 contains 172305 members 
Mstep: Class 11 contains 4615 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 88936 members 
Mstep: Class 14 contains 5177 members 
Mstep: Class 19 contains 6959 members 
Mstep: Class 20 contains 4076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086240.000000 Penalty: 43318.621094
Iteration 71Q: 14 clusters Score -8.108624e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 288974 members 
Mstep: Class 3 contains 25298 members 
Mstep: Class 4 contains 31142 members 
Mstep: Class 5 contains 50112 members 
Mstep: Class 6 contains 3586 members 
Mstep: Class 7 contains 172737 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 409 members 
Mstep: Class 13 contains 88767 members 
Mstep: Class 14 contains 5165 members 
Mstep: Class 19 contains 6978 members 
Mstep: Class 20 contains 4098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086248.000000 Penalty: 43318.621094
Iteration 72Q: 14 clusters Score -8.108625e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 288629 members 
Mstep: Class 3 contains 25331 members 
Mstep: Class 4 contains 31160 members 
Mstep: Class 5 contains 50130 members 
Mstep: Class 6 contains 3584 members 
Mstep: Class 7 contains 173131 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 408 members 
Mstep: Class 13 contains 88599 members 
Mstep: Class 14 contains 5159 members 
Mstep: Class 19 contains 7000 members 
Mstep: Class 20 contains 4128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086304.000000 Penalty: 43318.621094
Iteration 73Q: 14 clusters Score -8.10863e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 288230 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 31186 members 
Mstep: Class 5 contains 50139 members 
Mstep: Class 6 contains 3586 members 
Mstep: Class 7 contains 173525 members 
Mstep: Class 11 contains 4627 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88451 members 
Mstep: Class 14 contains 5158 members 
Mstep: Class 19 contains 7019 members 
Mstep: Class 20 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086256.000000 Penalty: 43318.621094
Iteration 74Q: 14 clusters Score -8.108626e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 287848 members 
Mstep: Class 3 contains 25403 members 
Mstep: Class 4 contains 31198 members 
Mstep: Class 5 contains 50156 members 
Mstep: Class 6 contains 3577 members 
Mstep: Class 7 contains 173867 members 
Mstep: Class 11 contains 4632 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88358 members 
Mstep: Class 14 contains 5162 members 
Mstep: Class 19 contains 7043 members 
Mstep: Class 20 contains 4217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086408.000000 Penalty: 43318.621094
Iteration 75Q: 14 clusters Score -8.108641e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 287489 members 
Mstep: Class 3 contains 25444 members 
Mstep: Class 4 contains 31205 members 
Mstep: Class 5 contains 50190 members 
Mstep: Class 6 contains 3591 members 
Mstep: Class 7 contains 174135 members 
Mstep: Class 11 contains 4634 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88269 members 
Mstep: Class 14 contains 5162 members 
Mstep: Class 19 contains 7077 members 
Mstep: Class 20 contains 4266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086592.000000 Penalty: 43318.621094
Iteration 76Q: 14 clusters Score -8.108659e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 287152 members 
Mstep: Class 3 contains 25488 members 
Mstep: Class 4 contains 31201 members 
Mstep: Class 5 contains 50220 members 
Mstep: Class 6 contains 3598 members 
Mstep: Class 7 contains 174408 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88183 members 
Mstep: Class 14 contains 5156 members 
Mstep: Class 19 contains 7102 members 
Mstep: Class 20 contains 4315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086640.000000 Penalty: 43318.621094
Iteration 77Q: 14 clusters Score -8.108664e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 286789 members 
Mstep: Class 3 contains 25544 members 
Mstep: Class 4 contains 31202 members 
Mstep: Class 5 contains 50267 members 
Mstep: Class 6 contains 3595 members 
Mstep: Class 7 contains 174714 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88068 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 19 contains 7117 members 
Mstep: Class 20 contains 4370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086784.000000 Penalty: 43318.621094
Iteration 78Q: 14 clusters Score -8.108678e+07 nChanged 1470
Entering ConstructFrom: 
Score: -81086784.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Entering Unmasked Estep 
Score: -283697.250000 Penalty: 1943.321777
	Iteration 0F: 2 clusters Score -283697.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -280700.531250 Penalty: 3886.643555
	Iteration 0F: 3 clusters Score -280700.5 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -281263.156250 Penalty: 3886.643555
	Iteration 1F: 3 clusters Score -281263.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -281433.750000 Penalty: 3886.643555
	Iteration 2F: 3 clusters Score -281433.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -281537.781250 Penalty: 3886.643555
	Iteration 3F: 3 clusters Score -281537.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -281598.781250 Penalty: 3886.643555
	Iteration 4Q: 3 clusters Score -281598.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -281638.625000 Penalty: 3886.643555
	Iteration 5Q: 3 clusters Score -281638.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -281683.718750 Penalty: 3886.643555
	Iteration 6Q: 3 clusters Score -281683.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -281726.156250 Penalty: 3886.643555
	Iteration 7Q: 3 clusters Score -281726.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -281747.218750 Penalty: 3886.643555
	Iteration 8Q: 3 clusters Score -281747.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -281761.468750 Penalty: 3886.643555
	Iteration 9Q: 3 clusters Score -281761.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -281773.687500 Penalty: 3886.643555
	Iteration 10Q: 3 clusters Score -281773.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -281782.125000 Penalty: 3886.643555
	Iteration 11Q: 3 clusters Score -281782.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -281788.218750 Penalty: 3886.643555
	Iteration 12Q: 3 clusters Score -281788.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -281795.156250 Penalty: 3886.643555
	Iteration 13Q: 3 clusters Score -281795.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -281800.718750 Penalty: 3886.643555
	Iteration 14Q: 3 clusters Score -281800.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -281806.781250 Penalty: 3886.643555
	Iteration 15Q: 3 clusters Score -281806.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -281808.750000 Penalty: 3886.643555
	Iteration 16Q: 3 clusters Score -281808.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -281809.687500 Penalty: 3886.643555
	Iteration 17Q: 3 clusters Score -281809.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -281810.906250 Penalty: 3886.643555
	Iteration 18Q: 3 clusters Score -281810.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -281811.156250 Penalty: 3886.643555
	Iteration 19Q: 3 clusters Score -281811.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -281813.000000 Penalty: 3886.643555
	Iteration 20F: 3 clusters Score -281813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -281814.250000 Penalty: 3886.643555
	Iteration 21Q: 3 clusters Score -281814.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -281817.718750 Penalty: 3886.643555
	Iteration 22Q: 3 clusters Score -281817.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -281820.937500 Penalty: 3886.643555
	Iteration 23Q: 3 clusters Score -281820.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -281822.250000 Penalty: 3886.643555
	Iteration 24Q: 3 clusters Score -281822.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -281823.281250 Penalty: 3886.643555
	Iteration 25Q: 3 clusters Score -281823.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -281825.500000 Penalty: 3886.643555
	Iteration 26Q: 3 clusters Score -281825.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -281827.562500 Penalty: 3886.643555
	Iteration 27Q: 3 clusters Score -281827.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -281829.312500 Penalty: 3886.643555
	Iteration 28Q: 3 clusters Score -281829.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -281830.968750 Penalty: 3886.643555
	Iteration 29Q: 3 clusters Score -281831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -281831.750000 Penalty: 3886.643555
	Iteration 30Q: 3 clusters Score -281831.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -281832.156250 Penalty: 3886.643555
	Iteration 31Q: 3 clusters Score -281832.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -281833.187500 Penalty: 3886.643555
	Iteration 32Q: 3 clusters Score -281833.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -281833.781250 Penalty: 3886.643555
	Iteration 33Q: 3 clusters Score -281833.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -281836.031250 Penalty: 3886.643555
	Iteration 34Q: 3 clusters Score -281836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -281836.031250 Penalty: 3886.643555
	Iteration 35F: 3 clusters Score -281836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (286409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286409 members 
Entering Unmasked Estep 
Score: -34324700.000000 Penalty: 3116.163574
	Iteration 0F: 2 clusters Score -3.43247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143509 members 
Mstep: Class 2 contains 142900 members 
Entering Unmasked Estep 
Score: -34145640.000000 Penalty: 6232.327148
	Iteration 0F: 3 clusters Score -3.414564e+07 nChanged 138509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152124 members 
Mstep: Class 2 contains 134285 members 
Entering Unmasked Estep 
Score: -34229460.000000 Penalty: 6232.327148
	Iteration 1F: 3 clusters Score -3.422946e+07 nChanged 9512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157730 members 
Mstep: Class 2 contains 128679 members 
Entering Unmasked Estep 
Score: -34231716.000000 Penalty: 6232.327148
	Iteration 2Q: 3 clusters Score -3.423172e+07 nChanged 11729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166395 members 
Mstep: Class 2 contains 120014 members 
Entering Unmasked Estep 
Score: -34235596.000000 Penalty: 6232.327148
	Iteration 3Q: 3 clusters Score -3.42356e+07 nChanged 15119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179278 members 
Mstep: Class 2 contains 107131 members 
Entering Unmasked Estep 
Score: -34242200.000000 Penalty: 6232.327148
	Iteration 4F: 3 clusters Score -3.42422e+07 nChanged 18980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196718 members 
Mstep: Class 2 contains 89691 members 
Entering Unmasked Estep 
Score: -34252644.000000 Penalty: 6232.327148
	Iteration 5F: 3 clusters Score -3.425264e+07 nChanged 22162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217974 members 
Mstep: Class 2 contains 68435 members 
Entering Unmasked Estep 
Score: -34266004.000000 Penalty: 6232.327148
	Iteration 6F: 3 clusters Score -3.4266e+07 nChanged 22450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240002 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -34282356.000000 Penalty: 6232.327148
	Iteration 7F: 3 clusters Score -3.428236e+07 nChanged 19096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258986 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -34297292.000000 Penalty: 6232.327148
	Iteration 8F: 3 clusters Score -3.429729e+07 nChanged 13743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272719 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -34309436.000000 Penalty: 6232.327148
	Iteration 9Q: 3 clusters Score -3.430944e+07 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280591 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -34316612.000000 Penalty: 6232.327148
	Iteration 10Q: 3 clusters Score -3.431661e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284122 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -34319316.000000 Penalty: 6232.327148
	Iteration 11Q: 3 clusters Score -3.431932e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285362 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -34320732.000000 Penalty: 6232.327148
	Iteration 12Q: 3 clusters Score -3.432073e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285763 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -34321296.000000 Penalty: 6232.327148
	Iteration 13Q: 3 clusters Score -3.43213e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285900 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -34321524.000000 Penalty: 6232.327148
	Iteration 14Q: 3 clusters Score -3.432152e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285961 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -34321640.000000 Penalty: 6232.327148
	Iteration 15Q: 3 clusters Score -3.432164e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285993 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -34321684.000000 Penalty: 6232.327148
	Iteration 16Q: 3 clusters Score -3.432168e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286008 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -34321776.000000 Penalty: 6232.327148
	Iteration 17Q: 3 clusters Score -3.432178e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286020 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -34321792.000000 Penalty: 6232.327148
	Iteration 18Q: 3 clusters Score -3.432179e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286028 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -34321812.000000 Penalty: 6232.327148
	Iteration 19Q: 3 clusters Score -3.432181e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286032 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -34321836.000000 Penalty: 6232.327148
	Iteration 20F: 3 clusters Score -3.432184e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286039 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -34321868.000000 Penalty: 6232.327148
	Iteration 21Q: 3 clusters Score -3.432187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286038 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -34321852.000000 Penalty: 6232.327148
	Iteration 22Q: 3 clusters Score -3.432185e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286041 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -34321864.000000 Penalty: 6232.327148
	Iteration 23Q: 3 clusters Score -3.432186e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286042 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -34321852.000000 Penalty: 6232.327148
	Iteration 24Q: 3 clusters Score -3.432185e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286044 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -34321880.000000 Penalty: 6232.327148
	Iteration 25Q: 3 clusters Score -3.432188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286045 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34321876.000000 Penalty: 6232.327148
	Iteration 26Q: 3 clusters Score -3.432188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286045 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -34321876.000000 Penalty: 6232.327148
	Iteration 27F: 3 clusters Score -3.432188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Entering Unmasked Estep 
Score: -3064010.750000 Penalty: 2517.276611
	Iteration 0F: 2 clusters Score -3064011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -3046287.000000 Penalty: 5034.553223
	Iteration 0F: 3 clusters Score -3046287 nChanged 11396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 13171 members 
Entering Unmasked Estep 
Score: -3052276.250000 Penalty: 5034.553223
	Iteration 1F: 3 clusters Score -3052276 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3052610.250000 Penalty: 5034.553223
	Iteration 2Q: 3 clusters Score -3052610 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12059 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -3052881.250000 Penalty: 5034.553223
	Iteration 3Q: 3 clusters Score -3052881 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -3053098.500000 Penalty: 5034.553223
	Iteration 4Q: 3 clusters Score -3053098 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -3053298.000000 Penalty: 5034.553223
	Iteration 5Q: 3 clusters Score -3053298 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -3053502.750000 Penalty: 5034.553223
	Iteration 6Q: 3 clusters Score -3053503 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3053752.000000 Penalty: 5034.553223
	Iteration 7Q: 3 clusters Score -3053752 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3054088.250000 Penalty: 5034.553223
	Iteration 8Q: 3 clusters Score -3054088 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -3054540.000000 Penalty: 5034.553223
	Iteration 9Q: 3 clusters Score -3054540 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -3055331.000000 Penalty: 5034.553223
	Iteration 10F: 3 clusters Score -3055331 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -3056471.250000 Penalty: 5034.553223
	Iteration 11F: 3 clusters Score -3056471 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -3058012.750000 Penalty: 5034.553223
	Iteration 12F: 3 clusters Score -3058013 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -3059579.500000 Penalty: 5034.553223
	Iteration 13F: 3 clusters Score -3059580 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -3060710.000000 Penalty: 5034.553223
	Iteration 14Q: 3 clusters Score -3060710 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -3061291.000000 Penalty: 5034.553223
	Iteration 15Q: 3 clusters Score -3061291 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -3061520.250000 Penalty: 5034.553223
	Iteration 16Q: 3 clusters Score -3061520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3061635.000000 Penalty: 5034.553223
	Iteration 17Q: 3 clusters Score -3061635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -3061699.000000 Penalty: 5034.553223
	Iteration 18Q: 3 clusters Score -3061699 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3061728.750000 Penalty: 5034.553223
	Iteration 19Q: 3 clusters Score -3061729 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -3061739.000000 Penalty: 5034.553223
	Iteration 20F: 3 clusters Score -3061739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -3061762.000000 Penalty: 5034.553223
	Iteration 21Q: 3 clusters Score -3061762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3061776.250000 Penalty: 5034.553223
	Iteration 22Q: 3 clusters Score -3061776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3061782.000000 Penalty: 5034.553223
	Iteration 23Q: 3 clusters Score -3061782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3061787.750000 Penalty: 5034.553223
	Iteration 24Q: 3 clusters Score -3061788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3061787.750000 Penalty: 5034.553223
	Iteration 25F: 3 clusters Score -3061788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Entering Unmasked Estep 
Score: -3619337.000000 Penalty: 2566.346924
	Iteration 0F: 2 clusters Score -3619337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3597794.250000 Penalty: 5132.693848
	Iteration 0F: 3 clusters Score -3597794 nChanged 14246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -3605584.250000 Penalty: 5132.693848
	Iteration 1F: 3 clusters Score -3605584 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13398 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3606170.250000 Penalty: 5132.693848
	Iteration 2F: 3 clusters Score -3606170 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3606949.500000 Penalty: 5132.693848
	Iteration 3F: 3 clusters Score -3606950 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 20644 members 
Entering Unmasked Estep 
Score: -3608065.500000 Penalty: 5132.693848
	Iteration 4F: 3 clusters Score -3608066 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -3609848.000000 Penalty: 5132.693848
	Iteration 5F: 3 clusters Score -3609848 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -3612303.500000 Penalty: 5132.693848
	Iteration 6F: 3 clusters Score -3612304 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -3614731.250000 Penalty: 5132.693848
	Iteration 7F: 3 clusters Score -3614731 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -3616431.000000 Penalty: 5132.693848
	Iteration 8F: 3 clusters Score -3616431 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -3617309.000000 Penalty: 5132.693848
	Iteration 9Q: 3 clusters Score -3617309 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -3617740.250000 Penalty: 5132.693848
	Iteration 10Q: 3 clusters Score -3617740 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -3617927.250000 Penalty: 5132.693848
	Iteration 11Q: 3 clusters Score -3617927 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -3618007.750000 Penalty: 5132.693848
	Iteration 12Q: 3 clusters Score -3618008 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -3618032.750000 Penalty: 5132.693848
	Iteration 13Q: 3 clusters Score -3618033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -3618042.000000 Penalty: 5132.693848
	Iteration 14Q: 3 clusters Score -3618042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -3618044.000000 Penalty: 5132.693848
	Iteration 15Q: 3 clusters Score -3618044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -3618049.500000 Penalty: 5132.693848
	Iteration 16Q: 3 clusters Score -3618050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -3618050.250000 Penalty: 5132.693848
	Iteration 17Q: 3 clusters Score -3618050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -3618054.000000 Penalty: 5132.693848
	Iteration 18Q: 3 clusters Score -3618054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3618056.000000 Penalty: 5132.693848
	Iteration 19Q: 3 clusters Score -3618056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -3618056.000000 Penalty: 5132.693848
	Iteration 20F: 3 clusters Score -3618056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50309 members 
Entering Unmasked Estep 
Score: -6113533.500000 Penalty: 2684.833008
	Iteration 0F: 2 clusters Score -6113534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25047 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -6079608.500000 Penalty: 5369.666016
	Iteration 0F: 3 clusters Score -6079608 nChanged 23322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Mstep: Class 2 contains 25854 members 
Entering Unmasked Estep 
Score: -6092406.000000 Penalty: 5369.666016
	Iteration 1F: 3 clusters Score -6092406 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 26175 members 
Entering Unmasked Estep 
Score: -6093097.500000 Penalty: 5369.666016
	Iteration 2Q: 3 clusters Score -6093098 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 26679 members 
Entering Unmasked Estep 
Score: -6093899.000000 Penalty: 5369.666016
	Iteration 3Q: 3 clusters Score -6093899 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -6094851.000000 Penalty: 5369.666016
	Iteration 4Q: 3 clusters Score -6094851 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -6096017.000000 Penalty: 5369.666016
	Iteration 5Q: 3 clusters Score -6096017 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -6097434.500000 Penalty: 5369.666016
	Iteration 6F: 3 clusters Score -6097434 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -6099274.000000 Penalty: 5369.666016
	Iteration 7F: 3 clusters Score -6099274 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -6101668.000000 Penalty: 5369.666016
	Iteration 8F: 3 clusters Score -6101668 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 37649 members 
Entering Unmasked Estep 
Score: -6104348.000000 Penalty: 5369.666016
	Iteration 9F: 3 clusters Score -6104348 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 39862 members 
Entering Unmasked Estep 
Score: -6106764.000000 Penalty: 5369.666016
	Iteration 10F: 3 clusters Score -6106764 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 41397 members 
Entering Unmasked Estep 
Score: -6108589.000000 Penalty: 5369.666016
	Iteration 11Q: 3 clusters Score -6108589 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 42399 members 
Entering Unmasked Estep 
Score: -6109557.000000 Penalty: 5369.666016
	Iteration 12Q: 3 clusters Score -6109557 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -6110184.000000 Penalty: 5369.666016
	Iteration 13Q: 3 clusters Score -6110184 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -6110628.500000 Penalty: 5369.666016
	Iteration 14Q: 3 clusters Score -6110628 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -6110955.000000 Penalty: 5369.666016
	Iteration 15Q: 3 clusters Score -6110955 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -6111279.000000 Penalty: 5369.666016
	Iteration 16Q: 3 clusters Score -6111279 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -6111550.500000 Penalty: 5369.666016
	Iteration 17Q: 3 clusters Score -6111550 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 45212 members 
Entering Unmasked Estep 
Score: -6111735.500000 Penalty: 5369.666016
	Iteration 18Q: 3 clusters Score -6111736 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 45404 members 
Entering Unmasked Estep 
Score: -6111853.500000 Penalty: 5369.666016
	Iteration 19Q: 3 clusters Score -6111854 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 45553 members 
Entering Unmasked Estep 
Score: -6111925.000000 Penalty: 5369.666016
	Iteration 20F: 3 clusters Score -6111925 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -6111978.000000 Penalty: 5369.666016
	Iteration 21Q: 3 clusters Score -6111978 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -6112019.000000 Penalty: 5369.666016
	Iteration 22Q: 3 clusters Score -6112019 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 45834 members 
Entering Unmasked Estep 
Score: -6112054.000000 Penalty: 5369.666016
	Iteration 23Q: 3 clusters Score -6112054 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -6112070.000000 Penalty: 5369.666016
	Iteration 24Q: 3 clusters Score -6112070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 45967 members 
Entering Unmasked Estep 
Score: -6112079.000000 Penalty: 5369.666016
	Iteration 25Q: 3 clusters Score -6112079 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 46009 members 
Entering Unmasked Estep 
Score: -6112083.500000 Penalty: 5369.666016
	Iteration 26Q: 3 clusters Score -6112084 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 46047 members 
Entering Unmasked Estep 
Score: -6112090.500000 Penalty: 5369.666016
	Iteration 27Q: 3 clusters Score -6112090 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 46082 members 
Entering Unmasked Estep 
Score: -6112099.000000 Penalty: 5369.666016
	Iteration 28Q: 3 clusters Score -6112099 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 46113 members 
Entering Unmasked Estep 
Score: -6112102.500000 Penalty: 5369.666016
	Iteration 29Q: 3 clusters Score -6112102 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 46135 members 
Entering Unmasked Estep 
Score: -6112096.000000 Penalty: 5369.666016
	Iteration 30Q: 3 clusters Score -6112096 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -6112097.500000 Penalty: 5369.666016
	Iteration 31Q: 3 clusters Score -6112098 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 46174 members 
Entering Unmasked Estep 
Score: -6112107.000000 Penalty: 5369.666016
	Iteration 32Q: 3 clusters Score -6112107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -6112117.000000 Penalty: 5369.666016
	Iteration 33Q: 3 clusters Score -6112117 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 46197 members 
Entering Unmasked Estep 
Score: -6112123.000000 Penalty: 5369.666016
	Iteration 34Q: 3 clusters Score -6112123 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 46205 members 
Entering Unmasked Estep 
Score: -6112117.000000 Penalty: 5369.666016
	Iteration 35Q: 3 clusters Score -6112117 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -6112112.000000 Penalty: 5369.666016
	Iteration 36Q: 3 clusters Score -6112112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 46217 members 
Entering Unmasked Estep 
Score: -6112121.500000 Penalty: 5369.666016
	Iteration 37Q: 3 clusters Score -6112122 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 46223 members 
Entering Unmasked Estep 
Score: -6112113.500000 Penalty: 5369.666016
	Iteration 38Q: 3 clusters Score -6112114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
Score: -6112119.500000 Penalty: 5369.666016
	Iteration 39Q: 3 clusters Score -6112120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -6112115.000000 Penalty: 5369.666016
	Iteration 40F: 3 clusters Score -6112115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -6112113.000000 Penalty: 5369.666016
	Iteration 41Q: 3 clusters Score -6112113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 46234 members 
Entering Unmasked Estep 
Score: -6112119.000000 Penalty: 5369.666016
	Iteration 42Q: 3 clusters Score -6112119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -6112115.000000 Penalty: 5369.666016
	Iteration 43Q: 3 clusters Score -6112115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 46239 members 
Entering Unmasked Estep 
Score: -6112122.000000 Penalty: 5369.666016
	Iteration 44Q: 3 clusters Score -6112122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -6112116.500000 Penalty: 5369.666016
	Iteration 45Q: 3 clusters Score -6112116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -6112114.500000 Penalty: 5369.666016
	Iteration 46Q: 3 clusters Score -6112114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 46245 members 
Entering Unmasked Estep 
Score: -6112114.500000 Penalty: 5369.666016
	Iteration 47F: 3 clusters Score -6112114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3597 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Entering Unmasked Estep 
Score: -443055.437500 Penalty: 2030.588257
	Iteration 0F: 2 clusters Score -443055.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -439389.187500 Penalty: 4061.176514
	Iteration 0F: 3 clusters Score -439389.2 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -440191.062500 Penalty: 4061.176514
	Iteration 1F: 3 clusters Score -440191.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -440375.843750 Penalty: 4061.176514
	Iteration 2F: 3 clusters Score -440375.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -440479.625000 Penalty: 4061.176514
	Iteration 3Q: 3 clusters Score -440479.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -440535.000000 Penalty: 4061.176514
	Iteration 4Q: 3 clusters Score -440535 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -440566.562500 Penalty: 4061.176514
	Iteration 5Q: 3 clusters Score -440566.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -440595.968750 Penalty: 4061.176514
	Iteration 6Q: 3 clusters Score -440596 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -440619.375000 Penalty: 4061.176514
	Iteration 7Q: 3 clusters Score -440619.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -440632.937500 Penalty: 4061.176514
	Iteration 8Q: 3 clusters Score -440632.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -440641.906250 Penalty: 4061.176514
	Iteration 9Q: 3 clusters Score -440641.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -440653.437500 Penalty: 4061.176514
	Iteration 10Q: 3 clusters Score -440653.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -440660.656250 Penalty: 4061.176514
	Iteration 11Q: 3 clusters Score -440660.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -440667.500000 Penalty: 4061.176514
	Iteration 12Q: 3 clusters Score -440667.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -440674.437500 Penalty: 4061.176514
	Iteration 13Q: 3 clusters Score -440674.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -440681.093750 Penalty: 4061.176514
	Iteration 14Q: 3 clusters Score -440681.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -440690.437500 Penalty: 4061.176514
	Iteration 15Q: 3 clusters Score -440690.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -440701.218750 Penalty: 4061.176514
	Iteration 16Q: 3 clusters Score -440701.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -440710.375000 Penalty: 4061.176514
	Iteration 17Q: 3 clusters Score -440710.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -440715.312500 Penalty: 4061.176514
	Iteration 18Q: 3 clusters Score -440715.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -440718.843750 Penalty: 4061.176514
	Iteration 19Q: 3 clusters Score -440718.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -440724.625000 Penalty: 4061.176514
	Iteration 20F: 3 clusters Score -440724.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -440729.562500 Penalty: 4061.176514
	Iteration 21Q: 3 clusters Score -440729.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -440734.343750 Penalty: 4061.176514
	Iteration 22Q: 3 clusters Score -440734.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -440740.781250 Penalty: 4061.176514
	Iteration 23Q: 3 clusters Score -440740.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -440745.062500 Penalty: 4061.176514
	Iteration 24Q: 3 clusters Score -440745.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -440749.937500 Penalty: 4061.176514
	Iteration 25Q: 3 clusters Score -440749.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -440754.187500 Penalty: 4061.176514
	Iteration 26Q: 3 clusters Score -440754.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -440758.031250 Penalty: 4061.176514
	Iteration 27Q: 3 clusters Score -440758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -440761.656250 Penalty: 4061.176514
	Iteration 28Q: 3 clusters Score -440761.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -440763.843750 Penalty: 4061.176514
	Iteration 29Q: 3 clusters Score -440763.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -440767.093750 Penalty: 4061.176514
	Iteration 30Q: 3 clusters Score -440767.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -440771.468750 Penalty: 4061.176514
	Iteration 31Q: 3 clusters Score -440771.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -440778.000000 Penalty: 4061.176514
	Iteration 32Q: 3 clusters Score -440778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -440779.843750 Penalty: 4061.176514
	Iteration 33Q: 3 clusters Score -440779.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -440782.062500 Penalty: 4061.176514
	Iteration 34Q: 3 clusters Score -440782.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -440783.375000 Penalty: 4061.176514
	Iteration 35Q: 3 clusters Score -440783.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -440783.687500 Penalty: 4061.176514
	Iteration 36Q: 3 clusters Score -440783.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -440783.687500 Penalty: 4061.176514
	Iteration 37F: 3 clusters Score -440783.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (174999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174999 members 
Entering Unmasked Estep 
Score: -21029788.000000 Penalty: 2993.988770
	Iteration 0F: 2 clusters Score -2.102979e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87679 members 
Mstep: Class 2 contains 87320 members 
Entering Unmasked Estep 
Score: -20915814.000000 Penalty: 5987.977539
	Iteration 0F: 3 clusters Score -2.091581e+07 nChanged 83852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89809 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -20965844.000000 Penalty: 5987.977539
	Iteration 1F: 3 clusters Score -2.096584e+07 nChanged 6034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91057 members 
Mstep: Class 2 contains 83942 members 
Entering Unmasked Estep 
Score: -20967438.000000 Penalty: 5987.977539
	Iteration 2Q: 3 clusters Score -2.096744e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92892 members 
Mstep: Class 2 contains 82107 members 
Entering Unmasked Estep 
Score: -20969782.000000 Penalty: 5987.977539
	Iteration 3Q: 3 clusters Score -2.096978e+07 nChanged 7323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95389 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -20972608.000000 Penalty: 5987.977539
	Iteration 4Q: 3 clusters Score -2.097261e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98882 members 
Mstep: Class 2 contains 76117 members 
Entering Unmasked Estep 
Score: -20976102.000000 Penalty: 5987.977539
	Iteration 5Q: 3 clusters Score -2.09761e+07 nChanged 8779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103443 members 
Mstep: Class 2 contains 71556 members 
Entering Unmasked Estep 
Score: -20980426.000000 Penalty: 5987.977539
	Iteration 6F: 3 clusters Score -2.098043e+07 nChanged 9301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109342 members 
Mstep: Class 2 contains 65657 members 
Entering Unmasked Estep 
Score: -20985552.000000 Penalty: 5987.977539
	Iteration 7F: 3 clusters Score -2.098555e+07 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116327 members 
Mstep: Class 2 contains 58672 members 
Entering Unmasked Estep 
Score: -20991262.000000 Penalty: 5987.977539
	Iteration 8F: 3 clusters Score -2.099126e+07 nChanged 9478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123863 members 
Mstep: Class 2 contains 51136 members 
Entering Unmasked Estep 
Score: -20996938.000000 Penalty: 5987.977539
	Iteration 9F: 3 clusters Score -2.099694e+07 nChanged 8819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131324 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -21002418.000000 Penalty: 5987.977539
	Iteration 10F: 3 clusters Score -2.100242e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138180 members 
Mstep: Class 2 contains 36819 members 
Entering Unmasked Estep 
Score: -21007100.000000 Penalty: 5987.977539
	Iteration 11Q: 3 clusters Score -2.10071e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144239 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -21011010.000000 Penalty: 5987.977539
	Iteration 12Q: 3 clusters Score -2.101101e+07 nChanged 5502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149569 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -21014428.000000 Penalty: 5987.977539
	Iteration 13Q: 3 clusters Score -2.101443e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154250 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -21017110.000000 Penalty: 5987.977539
	Iteration 14Q: 3 clusters Score -2.101711e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158375 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -21019236.000000 Penalty: 5987.977539
	Iteration 15Q: 3 clusters Score -2.101924e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161785 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -21021120.000000 Penalty: 5987.977539
	Iteration 16Q: 3 clusters Score -2.102112e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -21022662.000000 Penalty: 5987.977539
	Iteration 17Q: 3 clusters Score -2.102266e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166928 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -21023980.000000 Penalty: 5987.977539
	Iteration 18Q: 3 clusters Score -2.102398e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168730 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -21024916.000000 Penalty: 5987.977539
	Iteration 19Q: 3 clusters Score -2.102492e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170141 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -21025654.000000 Penalty: 5987.977539
	Iteration 20F: 3 clusters Score -2.102565e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171205 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -21026186.000000 Penalty: 5987.977539
	Iteration 21Q: 3 clusters Score -2.102619e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171984 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -21026636.000000 Penalty: 5987.977539
	Iteration 22Q: 3 clusters Score -2.102664e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172516 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -21026928.000000 Penalty: 5987.977539
	Iteration 23Q: 3 clusters Score -2.102693e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172864 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -21027080.000000 Penalty: 5987.977539
	Iteration 24Q: 3 clusters Score -2.102708e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173136 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -21027254.000000 Penalty: 5987.977539
	Iteration 25Q: 3 clusters Score -2.102725e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173332 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -21027390.000000 Penalty: 5987.977539
	Iteration 26Q: 3 clusters Score -2.102739e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173466 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -21027496.000000 Penalty: 5987.977539
	Iteration 27Q: 3 clusters Score -2.10275e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173556 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -21027534.000000 Penalty: 5987.977539
	Iteration 28Q: 3 clusters Score -2.102753e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173623 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -21027552.000000 Penalty: 5987.977539
	Iteration 29Q: 3 clusters Score -2.102755e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173666 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -21027604.000000 Penalty: 5987.977539
	Iteration 30Q: 3 clusters Score -2.10276e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173703 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -21027606.000000 Penalty: 5987.977539
	Iteration 31Q: 3 clusters Score -2.102761e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173722 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -21027596.000000 Penalty: 5987.977539
	Iteration 32Q: 3 clusters Score -2.10276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173740 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -21027650.000000 Penalty: 5987.977539
	Iteration 33Q: 3 clusters Score -2.102765e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173758 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -21027636.000000 Penalty: 5987.977539
	Iteration 34Q: 3 clusters Score -2.102764e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173774 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -21027642.000000 Penalty: 5987.977539
	Iteration 35Q: 3 clusters Score -2.102764e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173779 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -21027656.000000 Penalty: 5987.977539
	Iteration 36Q: 3 clusters Score -2.102766e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173782 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21027670.000000 Penalty: 5987.977539
	Iteration 37Q: 3 clusters Score -2.102767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173781 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -21027670.000000 Penalty: 5987.977539
	Iteration 38Q: 3 clusters Score -2.102767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173785 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -21027674.000000 Penalty: 5987.977539
	Iteration 39Q: 3 clusters Score -2.102767e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173789 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -21027684.000000 Penalty: 5987.977539
	Iteration 40F: 3 clusters Score -2.102768e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173800 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -21027684.000000 Penalty: 5987.977539
	Iteration 41Q: 3 clusters Score -2.102768e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173811 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -21027690.000000 Penalty: 5987.977539
	Iteration 42Q: 3 clusters Score -2.102769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173814 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -21027690.000000 Penalty: 5987.977539
	Iteration 43Q: 3 clusters Score -2.102769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173817 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -21027702.000000 Penalty: 5987.977539
	Iteration 44Q: 3 clusters Score -2.10277e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173818 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21027694.000000 Penalty: 5987.977539
	Iteration 45Q: 3 clusters Score -2.102769e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173822 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -21027702.000000 Penalty: 5987.977539
	Iteration 46Q: 3 clusters Score -2.10277e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -21027692.000000 Penalty: 5987.977539
	Iteration 47Q: 3 clusters Score -2.102769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -21027686.000000 Penalty: 5987.977539
	Iteration 48Q: 3 clusters Score -2.102769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173837 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -21027694.000000 Penalty: 5987.977539
	Iteration 49Q: 3 clusters Score -2.102769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173838 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -21027710.000000 Penalty: 5987.977539
	Iteration 50Q: 3 clusters Score -2.102771e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173840 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21027700.000000 Penalty: 5987.977539
	Iteration 51Q: 3 clusters Score -2.10277e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173840 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -21027700.000000 Penalty: 5987.977539
	Iteration 52F: 3 clusters Score -2.10277e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Entering Unmasked Estep 
Score: -544966.750000 Penalty: 2093.678955
	Iteration 0F: 2 clusters Score -544966.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -540647.937500 Penalty: 4187.357910
	Iteration 0F: 3 clusters Score -540647.9 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -541700.875000 Penalty: 4187.357910
	Iteration 1F: 3 clusters Score -541700.9 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -541992.750000 Penalty: 4187.357910
	Iteration 2F: 3 clusters Score -541992.8 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -542216.812500 Penalty: 4187.357910
	Iteration 3F: 3 clusters Score -542216.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -542396.625000 Penalty: 4187.357910
	Iteration 4Q: 3 clusters Score -542396.6 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -542550.875000 Penalty: 4187.357910
	Iteration 5Q: 3 clusters Score -542550.9 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -542680.937500 Penalty: 4187.357910
	Iteration 6Q: 3 clusters Score -542680.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -542768.750000 Penalty: 4187.357910
	Iteration 7Q: 3 clusters Score -542768.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -542824.875000 Penalty: 4187.357910
	Iteration 8Q: 3 clusters Score -542824.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -542880.500000 Penalty: 4187.357910
	Iteration 9Q: 3 clusters Score -542880.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -542927.125000 Penalty: 4187.357910
	Iteration 10Q: 3 clusters Score -542927.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -542963.500000 Penalty: 4187.357910
	Iteration 11Q: 3 clusters Score -542963.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -542996.562500 Penalty: 4187.357910
	Iteration 12Q: 3 clusters Score -542996.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -543026.937500 Penalty: 4187.357910
	Iteration 13Q: 3 clusters Score -543026.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -543048.437500 Penalty: 4187.357910
	Iteration 14Q: 3 clusters Score -543048.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -543064.687500 Penalty: 4187.357910
	Iteration 15Q: 3 clusters Score -543064.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -543077.000000 Penalty: 4187.357910
	Iteration 16Q: 3 clusters Score -543077 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -543090.812500 Penalty: 4187.357910
	Iteration 17Q: 3 clusters Score -543090.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -543103.000000 Penalty: 4187.357910
	Iteration 18Q: 3 clusters Score -543103 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -543116.437500 Penalty: 4187.357910
	Iteration 19Q: 3 clusters Score -543116.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -543127.187500 Penalty: 4187.357910
	Iteration 20F: 3 clusters Score -543127.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -543138.187500 Penalty: 4187.357910
	Iteration 21Q: 3 clusters Score -543138.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -543150.437500 Penalty: 4187.357910
	Iteration 22Q: 3 clusters Score -543150.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -543165.812500 Penalty: 4187.357910
	Iteration 23Q: 3 clusters Score -543165.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -543179.375000 Penalty: 4187.357910
	Iteration 24Q: 3 clusters Score -543179.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -543184.812500 Penalty: 4187.357910
	Iteration 25Q: 3 clusters Score -543184.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -543195.875000 Penalty: 4187.357910
	Iteration 26Q: 3 clusters Score -543195.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -543206.500000 Penalty: 4187.357910
	Iteration 27Q: 3 clusters Score -543206.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -543211.437500 Penalty: 4187.357910
	Iteration 28Q: 3 clusters Score -543211.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -543216.562500 Penalty: 4187.357910
	Iteration 29Q: 3 clusters Score -543216.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -543217.562500 Penalty: 4187.357910
	Iteration 30Q: 3 clusters Score -543217.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -543217.562500 Penalty: 4187.357910
	Iteration 31F: 3 clusters Score -543217.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -39579.390625 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -39579.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -38232.312500 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -38232.31 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -38425.914062 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -38425.91 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -38479.011719 Penalty: 2979.151367
	Iteration 2F: 3 clusters Score -38479.01 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -38524.074219 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -38524.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38540.578125 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -38540.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38551.039062 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -38551.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38564.128906 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -38564.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38565.257812 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -38565.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -38565.257812 Penalty: 2979.151367
	Iteration 8F: 3 clusters Score -38565.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (87970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Entering Unmasked Estep 
Score: -10725685.000000 Penalty: 2823.418213
	Iteration 0F: 2 clusters Score -1.072568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -10666560.000000 Penalty: 5646.836426
	Iteration 0F: 3 clusters Score -1.066656e+07 nChanged 41512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 42292 members 
Entering Unmasked Estep 
Score: -10689957.000000 Penalty: 5646.836426
	Iteration 1F: 3 clusters Score -1.068996e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46684 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -10690568.000000 Penalty: 5646.836426
	Iteration 2Q: 3 clusters Score -1.069057e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -10691221.000000 Penalty: 5646.836426
	Iteration 3Q: 3 clusters Score -1.069122e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50612 members 
Mstep: Class 2 contains 37358 members 
Entering Unmasked Estep 
Score: -10692197.000000 Penalty: 5646.836426
	Iteration 4Q: 3 clusters Score -1.06922e+07 nChanged 3840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54164 members 
Mstep: Class 2 contains 33806 members 
Entering Unmasked Estep 
Score: -10693927.000000 Penalty: 5646.836426
	Iteration 5Q: 3 clusters Score -1.069393e+07 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59286 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -10696885.000000 Penalty: 5646.836426
	Iteration 6F: 3 clusters Score -1.069688e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66138 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -10702037.000000 Penalty: 5646.836426
	Iteration 7F: 3 clusters Score -1.070204e+07 nChanged 7961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -10709295.000000 Penalty: 5646.836426
	Iteration 8F: 3 clusters Score -1.07093e+07 nChanged 7201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81298 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -10716632.000000 Penalty: 5646.836426
	Iteration 9F: 3 clusters Score -1.071663e+07 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -10720839.000000 Penalty: 5646.836426
	Iteration 10Q: 3 clusters Score -1.072084e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87198 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -10722426.000000 Penalty: 5646.836426
	Iteration 11Q: 3 clusters Score -1.072243e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87620 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -10722905.000000 Penalty: 5646.836426
	Iteration 12Q: 3 clusters Score -1.07229e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87729 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -10723062.000000 Penalty: 5646.836426
	Iteration 13Q: 3 clusters Score -1.072306e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87757 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -10723128.000000 Penalty: 5646.836426
	Iteration 14Q: 3 clusters Score -1.072313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87771 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -10723149.000000 Penalty: 5646.836426
	Iteration 15Q: 3 clusters Score -1.072315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -10723169.000000 Penalty: 5646.836426
	Iteration 16Q: 3 clusters Score -1.072317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87774 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -10723178.000000 Penalty: 5646.836426
	Iteration 17Q: 3 clusters Score -1.072318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87775 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -10723187.000000 Penalty: 5646.836426
	Iteration 18Q: 3 clusters Score -1.072319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87777 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -10723184.000000 Penalty: 5646.836426
	Iteration 19Q: 3 clusters Score -1.072318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87776 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -10723191.000000 Penalty: 5646.836426
	Iteration 20F: 3 clusters Score -1.072319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Entering Unmasked Estep 
Score: -636258.187500 Penalty: 2120.267822
	Iteration 0F: 2 clusters Score -636258.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -631546.625000 Penalty: 4240.535645
	Iteration 0F: 3 clusters Score -631546.6 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -632623.250000 Penalty: 4240.535645
	Iteration 1F: 3 clusters Score -632623.2 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -632816.812500 Penalty: 4240.535645
	Iteration 2F: 3 clusters Score -632816.8 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -632941.625000 Penalty: 4240.535645
	Iteration 3F: 3 clusters Score -632941.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -633015.937500 Penalty: 4240.535645
	Iteration 4Q: 3 clusters Score -633015.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -633083.937500 Penalty: 4240.535645
	Iteration 5Q: 3 clusters Score -633083.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -633140.812500 Penalty: 4240.535645
	Iteration 6Q: 3 clusters Score -633140.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -633186.562500 Penalty: 4240.535645
	Iteration 7Q: 3 clusters Score -633186.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -633225.375000 Penalty: 4240.535645
	Iteration 8Q: 3 clusters Score -633225.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -633274.562500 Penalty: 4240.535645
	Iteration 9Q: 3 clusters Score -633274.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -633320.875000 Penalty: 4240.535645
	Iteration 10Q: 3 clusters Score -633320.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -633359.375000 Penalty: 4240.535645
	Iteration 11Q: 3 clusters Score -633359.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -633396.500000 Penalty: 4240.535645
	Iteration 12Q: 3 clusters Score -633396.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -633431.625000 Penalty: 4240.535645
	Iteration 13Q: 3 clusters Score -633431.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -633466.875000 Penalty: 4240.535645
	Iteration 14Q: 3 clusters Score -633466.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -633496.750000 Penalty: 4240.535645
	Iteration 15Q: 3 clusters Score -633496.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -633529.375000 Penalty: 4240.535645
	Iteration 16Q: 3 clusters Score -633529.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -633576.000000 Penalty: 4240.535645
	Iteration 17Q: 3 clusters Score -633576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -633624.062500 Penalty: 4240.535645
	Iteration 18Q: 3 clusters Score -633624.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -633676.937500 Penalty: 4240.535645
	Iteration 19Q: 3 clusters Score -633676.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -633726.000000 Penalty: 4240.535645
	Iteration 20F: 3 clusters Score -633726 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -633794.812500 Penalty: 4240.535645
	Iteration 21Q: 3 clusters Score -633794.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -633875.125000 Penalty: 4240.535645
	Iteration 22Q: 3 clusters Score -633875.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -633954.562500 Penalty: 4240.535645
	Iteration 23Q: 3 clusters Score -633954.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -634026.687500 Penalty: 4240.535645
	Iteration 24Q: 3 clusters Score -634026.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -634096.562500 Penalty: 4240.535645
	Iteration 25Q: 3 clusters Score -634096.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -634167.937500 Penalty: 4240.535645
	Iteration 26Q: 3 clusters Score -634167.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -634218.500000 Penalty: 4240.535645
	Iteration 27Q: 3 clusters Score -634218.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -634252.187500 Penalty: 4240.535645
	Iteration 28Q: 3 clusters Score -634252.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -634272.125000 Penalty: 4240.535645
	Iteration 29Q: 3 clusters Score -634272.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -634290.687500 Penalty: 4240.535645
	Iteration 30Q: 3 clusters Score -634290.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -634305.437500 Penalty: 4240.535645
	Iteration 31Q: 3 clusters Score -634305.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -634316.000000 Penalty: 4240.535645
	Iteration 32Q: 3 clusters Score -634316 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -634327.062500 Penalty: 4240.535645
	Iteration 33Q: 3 clusters Score -634327.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -634334.437500 Penalty: 4240.535645
	Iteration 34Q: 3 clusters Score -634334.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -634338.437500 Penalty: 4240.535645
	Iteration 35Q: 3 clusters Score -634338.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -634341.937500 Penalty: 4240.535645
	Iteration 36Q: 3 clusters Score -634341.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -634348.187500 Penalty: 4240.535645
	Iteration 37Q: 3 clusters Score -634348.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -634351.937500 Penalty: 4240.535645
	Iteration 38Q: 3 clusters Score -634351.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -634356.062500 Penalty: 4240.535645
	Iteration 39Q: 3 clusters Score -634356.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -634357.375000 Penalty: 4240.535645
	Iteration 40F: 3 clusters Score -634357.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -634359.437500 Penalty: 4240.535645
	Iteration 41Q: 3 clusters Score -634359.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -634363.750000 Penalty: 4240.535645
	Iteration 42Q: 3 clusters Score -634363.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -634368.187500 Penalty: 4240.535645
	Iteration 43Q: 3 clusters Score -634368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -634375.062500 Penalty: 4240.535645
	Iteration 44Q: 3 clusters Score -634375.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -634377.000000 Penalty: 4240.535645
	Iteration 45Q: 3 clusters Score -634377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -634379.562500 Penalty: 4240.535645
	Iteration 46Q: 3 clusters Score -634379.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -634380.062500 Penalty: 4240.535645
	Iteration 47Q: 3 clusters Score -634380.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -634382.062500 Penalty: 4240.535645
	Iteration 48Q: 3 clusters Score -634382.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -634385.375000 Penalty: 4240.535645
	Iteration 49Q: 3 clusters Score -634385.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -634387.437500 Penalty: 4240.535645
	Iteration 50Q: 3 clusters Score -634387.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -634388.750000 Penalty: 4240.535645
	Iteration 51Q: 3 clusters Score -634388.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -634391.250000 Penalty: 4240.535645
	Iteration 52Q: 3 clusters Score -634391.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -634392.500000 Penalty: 4240.535645
	Iteration 53Q: 3 clusters Score -634392.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -634394.125000 Penalty: 4240.535645
	Iteration 54Q: 3 clusters Score -634394.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -634394.187500 Penalty: 4240.535645
	Iteration 55Q: 3 clusters Score -634394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -634394.500000 Penalty: 4240.535645
	Iteration 56Q: 3 clusters Score -634394.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -634394.937500 Penalty: 4240.535645
	Iteration 57Q: 3 clusters Score -634394.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -634394.937500 Penalty: 4240.535645
	Iteration 58F: 3 clusters Score -634394.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7132 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Entering Unmasked Estep 
Score: -857206.187500 Penalty: 2200.342041
	Iteration 0F: 2 clusters Score -857206.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -851360.187500 Penalty: 4400.684082
	Iteration 0F: 3 clusters Score -851360.2 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -853074.187500 Penalty: 4400.684082
	Iteration 1F: 3 clusters Score -853074.2 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -853488.937500 Penalty: 4400.684082
	Iteration 2F: 3 clusters Score -853488.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -853783.562500 Penalty: 4400.684082
	Iteration 3F: 3 clusters Score -853783.6 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -854023.312500 Penalty: 4400.684082
	Iteration 4F: 3 clusters Score -854023.3 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -854264.312500 Penalty: 4400.684082
	Iteration 5F: 3 clusters Score -854264.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -854514.687500 Penalty: 4400.684082
	Iteration 6Q: 3 clusters Score -854514.7 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -854745.000000 Penalty: 4400.684082
	Iteration 7Q: 3 clusters Score -854745 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -854991.187500 Penalty: 4400.684082
	Iteration 8Q: 3 clusters Score -854991.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -855220.125000 Penalty: 4400.684082
	Iteration 9Q: 3 clusters Score -855220.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -855360.562500 Penalty: 4400.684082
	Iteration 10Q: 3 clusters Score -855360.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -855458.500000 Penalty: 4400.684082
	Iteration 11Q: 3 clusters Score -855458.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -855520.312500 Penalty: 4400.684082
	Iteration 12Q: 3 clusters Score -855520.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -855559.250000 Penalty: 4400.684082
	Iteration 13Q: 3 clusters Score -855559.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -855575.812500 Penalty: 4400.684082
	Iteration 14Q: 3 clusters Score -855575.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -855589.500000 Penalty: 4400.684082
	Iteration 15Q: 3 clusters Score -855589.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -855605.000000 Penalty: 4400.684082
	Iteration 16Q: 3 clusters Score -855605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -855614.000000 Penalty: 4400.684082
	Iteration 17Q: 3 clusters Score -855614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -855627.000000 Penalty: 4400.684082
	Iteration 18Q: 3 clusters Score -855627 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -855637.187500 Penalty: 4400.684082
	Iteration 19Q: 3 clusters Score -855637.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -855643.687500 Penalty: 4400.684082
	Iteration 20F: 3 clusters Score -855643.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -855653.375000 Penalty: 4400.684082
	Iteration 21Q: 3 clusters Score -855653.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -855659.000000 Penalty: 4400.684082
	Iteration 22Q: 3 clusters Score -855659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -855666.437500 Penalty: 4400.684082
	Iteration 23Q: 3 clusters Score -855666.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -855668.937500 Penalty: 4400.684082
	Iteration 24Q: 3 clusters Score -855668.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -855670.375000 Penalty: 4400.684082
	Iteration 25Q: 3 clusters Score -855670.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -855669.062500 Penalty: 4400.684082
	Iteration 26Q: 3 clusters Score -855669.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -855671.250000 Penalty: 4400.684082
	Iteration 27Q: 3 clusters Score -855671.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -855672.750000 Penalty: 4400.684082
	Iteration 28Q: 3 clusters Score -855672.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -855673.062500 Penalty: 4400.684082
	Iteration 29Q: 3 clusters Score -855673.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -855673.312500 Penalty: 4400.684082
	Iteration 30Q: 3 clusters Score -855673.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -855676.875000 Penalty: 4400.684082
	Iteration 31Q: 3 clusters Score -855676.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -855676.312500 Penalty: 4400.684082
	Iteration 32Q: 3 clusters Score -855676.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -855676.500000 Penalty: 4400.684082
	Iteration 33Q: 3 clusters Score -855676.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -855676.500000 Penalty: 4400.684082
	Iteration 34F: 3 clusters Score -855676.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (4442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Entering Unmasked Estep 
Score: -545706.500000 Penalty: 2082.917236
	Iteration 0F: 2 clusters Score -545706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -541521.125000 Penalty: 4165.834473
	Iteration 0F: 3 clusters Score -541521.1 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -542425.437500 Penalty: 4165.834473
	Iteration 1F: 3 clusters Score -542425.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -542624.937500 Penalty: 4165.834473
	Iteration 2F: 3 clusters Score -542624.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -542759.000000 Penalty: 4165.834473
	Iteration 3Q: 3 clusters Score -542759 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -542845.750000 Penalty: 4165.834473
	Iteration 4Q: 3 clusters Score -542845.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -542912.000000 Penalty: 4165.834473
	Iteration 5Q: 3 clusters Score -542912 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -542962.062500 Penalty: 4165.834473
	Iteration 6Q: 3 clusters Score -542962.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -543001.812500 Penalty: 4165.834473
	Iteration 7Q: 3 clusters Score -543001.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -543035.750000 Penalty: 4165.834473
	Iteration 8Q: 3 clusters Score -543035.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -543066.750000 Penalty: 4165.834473
	Iteration 9Q: 3 clusters Score -543066.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -543099.062500 Penalty: 4165.834473
	Iteration 10Q: 3 clusters Score -543099.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -543127.500000 Penalty: 4165.834473
	Iteration 11Q: 3 clusters Score -543127.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -543150.312500 Penalty: 4165.834473
	Iteration 12Q: 3 clusters Score -543150.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -543174.437500 Penalty: 4165.834473
	Iteration 13Q: 3 clusters Score -543174.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -543193.875000 Penalty: 4165.834473
	Iteration 14Q: 3 clusters Score -543193.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -543217.750000 Penalty: 4165.834473
	Iteration 15Q: 3 clusters Score -543217.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -543251.187500 Penalty: 4165.834473
	Iteration 16Q: 3 clusters Score -543251.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -543290.000000 Penalty: 4165.834473
	Iteration 17Q: 3 clusters Score -543290 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -543337.750000 Penalty: 4165.834473
	Iteration 18Q: 3 clusters Score -543337.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -543397.437500 Penalty: 4165.834473
	Iteration 19Q: 3 clusters Score -543397.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -543462.375000 Penalty: 4165.834473
	Iteration 20F: 3 clusters Score -543462.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -543520.812500 Penalty: 4165.834473
	Iteration 21Q: 3 clusters Score -543520.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -543568.000000 Penalty: 4165.834473
	Iteration 22Q: 3 clusters Score -543568 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -543613.625000 Penalty: 4165.834473
	Iteration 23Q: 3 clusters Score -543613.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -543656.812500 Penalty: 4165.834473
	Iteration 24Q: 3 clusters Score -543656.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -543686.562500 Penalty: 4165.834473
	Iteration 25Q: 3 clusters Score -543686.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -543720.625000 Penalty: 4165.834473
	Iteration 26Q: 3 clusters Score -543720.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -543759.250000 Penalty: 4165.834473
	Iteration 27Q: 3 clusters Score -543759.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -543803.312500 Penalty: 4165.834473
	Iteration 28Q: 3 clusters Score -543803.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -543827.500000 Penalty: 4165.834473
	Iteration 29Q: 3 clusters Score -543827.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -543846.500000 Penalty: 4165.834473
	Iteration 30Q: 3 clusters Score -543846.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -543859.187500 Penalty: 4165.834473
	Iteration 31Q: 3 clusters Score -543859.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -543879.062500 Penalty: 4165.834473
	Iteration 32Q: 3 clusters Score -543879.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -543900.187500 Penalty: 4165.834473
	Iteration 33Q: 3 clusters Score -543900.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -543914.875000 Penalty: 4165.834473
	Iteration 34Q: 3 clusters Score -543914.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -543928.437500 Penalty: 4165.834473
	Iteration 35Q: 3 clusters Score -543928.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -543941.812500 Penalty: 4165.834473
	Iteration 36Q: 3 clusters Score -543941.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -543951.562500 Penalty: 4165.834473
	Iteration 37Q: 3 clusters Score -543951.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -543961.562500 Penalty: 4165.834473
	Iteration 38Q: 3 clusters Score -543961.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -543967.687500 Penalty: 4165.834473
	Iteration 39Q: 3 clusters Score -543967.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -543970.062500 Penalty: 4165.834473
	Iteration 40F: 3 clusters Score -543970.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -543972.375000 Penalty: 4165.834473
	Iteration 41Q: 3 clusters Score -543972.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -543977.125000 Penalty: 4165.834473
	Iteration 42Q: 3 clusters Score -543977.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -543979.250000 Penalty: 4165.834473
	Iteration 43Q: 3 clusters Score -543979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -543979.812500 Penalty: 4165.834473
	Iteration 44Q: 3 clusters Score -543979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -543981.312500 Penalty: 4165.834473
	Iteration 45Q: 3 clusters Score -543981.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -543981.875000 Penalty: 4165.834473
	Iteration 46Q: 3 clusters Score -543981.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -543981.875000 Penalty: 4165.834473
	Iteration 47F: 3 clusters Score -543981.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 286409 members 
Mstep: Class 3 contains 25599 members 
Mstep: Class 4 contains 31200 members 
Mstep: Class 5 contains 50309 members 
Mstep: Class 6 contains 3597 members 
Mstep: Class 7 contains 174999 members 
Mstep: Class 11 contains 4639 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87970 members 
Mstep: Class 14 contains 5164 members 
Mstep: Class 19 contains 7132 members 
Mstep: Class 20 contains 4442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086920.000000 Penalty: 43318.621094
Iteration 79Q: 14 clusters Score -8.108692e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 285978 members 
Mstep: Class 3 contains 25658 members 
Mstep: Class 4 contains 31203 members 
Mstep: Class 5 contains 50339 members 
Mstep: Class 6 contains 3599 members 
Mstep: Class 7 contains 175281 members 
Mstep: Class 11 contains 4640 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87911 members 
Mstep: Class 14 contains 5184 members 
Mstep: Class 19 contains 7157 members 
Mstep: Class 20 contains 4510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087008.000000 Penalty: 43318.621094
Iteration 80F: 14 clusters Score -8.108701e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 285510 members 
Mstep: Class 3 contains 25714 members 
Mstep: Class 4 contains 31219 members 
Mstep: Class 5 contains 50361 members 
Mstep: Class 6 contains 3590 members 
Mstep: Class 7 contains 175603 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87849 members 
Mstep: Class 14 contains 5210 members 
Mstep: Class 19 contains 7194 members 
Mstep: Class 20 contains 4570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087160.000000 Penalty: 43318.621094
Iteration 81Q: 14 clusters Score -8.108716e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 285042 members 
Mstep: Class 3 contains 25760 members 
Mstep: Class 4 contains 31245 members 
Mstep: Class 5 contains 50393 members 
Mstep: Class 6 contains 3584 members 
Mstep: Class 7 contains 175897 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87827 members 
Mstep: Class 14 contains 5235 members 
Mstep: Class 19 contains 7221 members 
Mstep: Class 20 contains 4614 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 82Q: 14 clusters Score -8.10871e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 284590 members 
Mstep: Class 3 contains 25806 members 
Mstep: Class 4 contains 31266 members 
Mstep: Class 5 contains 50441 members 
Mstep: Class 6 contains 3588 members 
Mstep: Class 7 contains 176144 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87811 members 
Mstep: Class 14 contains 5256 members 
Mstep: Class 19 contains 7252 members 
Mstep: Class 20 contains 4664 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 83Q: 14 clusters Score -8.108696e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 284187 members 
Mstep: Class 3 contains 25855 members 
Mstep: Class 4 contains 31280 members 
Mstep: Class 5 contains 50493 members 
Mstep: Class 6 contains 3589 members 
Mstep: Class 7 contains 176364 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87778 members 
Mstep: Class 14 contains 5278 members 
Mstep: Class 19 contains 7280 members 
Mstep: Class 20 contains 4717 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 84Q: 14 clusters Score -8.108694e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 283801 members 
Mstep: Class 3 contains 25896 members 
Mstep: Class 4 contains 31293 members 
Mstep: Class 5 contains 50526 members 
Mstep: Class 6 contains 3596 members 
Mstep: Class 7 contains 176562 members 
Mstep: Class 11 contains 4637 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87789 members 
Mstep: Class 14 contains 5293 members 
Mstep: Class 19 contains 7297 members 
Mstep: Class 20 contains 4770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086984.000000 Penalty: 43318.621094
Iteration 85Q: 14 clusters Score -8.108698e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 283421 members 
Mstep: Class 3 contains 25933 members 
Mstep: Class 4 contains 31303 members 
Mstep: Class 5 contains 50534 members 
Mstep: Class 6 contains 3605 members 
Mstep: Class 7 contains 176787 members 
Mstep: Class 11 contains 4641 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87796 members 
Mstep: Class 14 contains 5305 members 
Mstep: Class 19 contains 7320 members 
Mstep: Class 20 contains 4815 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 14 clusters Score -8.108702e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 282984 members 
Mstep: Class 3 contains 25990 members 
Mstep: Class 4 contains 31309 members 
Mstep: Class 5 contains 50544 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 177069 members 
Mstep: Class 11 contains 4642 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87790 members 
Mstep: Class 14 contains 5317 members 
Mstep: Class 19 contains 7333 members 
Mstep: Class 20 contains 4870 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 87Q: 14 clusters Score -8.108706e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 282553 members 
Mstep: Class 3 contains 26048 members 
Mstep: Class 4 contains 31308 members 
Mstep: Class 5 contains 50558 members 
Mstep: Class 6 contains 3604 members 
Mstep: Class 7 contains 177360 members 
Mstep: Class 11 contains 4646 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87802 members 
Mstep: Class 14 contains 5324 members 
Mstep: Class 19 contains 7343 members 
Mstep: Class 20 contains 4912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087304.000000 Penalty: 43318.621094
Iteration 88Q: 14 clusters Score -8.10873e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 282116 members 
Mstep: Class 3 contains 26103 members 
Mstep: Class 4 contains 31307 members 
Mstep: Class 5 contains 50568 members 
Mstep: Class 6 contains 3605 members 
Mstep: Class 7 contains 177660 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87815 members 
Mstep: Class 14 contains 5324 members 
Mstep: Class 19 contains 7366 members 
Mstep: Class 20 contains 4951 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 89Q: 14 clusters Score -8.108725e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 281735 members 
Mstep: Class 3 contains 26148 members 
Mstep: Class 4 contains 31307 members 
Mstep: Class 5 contains 50589 members 
Mstep: Class 6 contains 3612 members 
Mstep: Class 7 contains 177907 members 
Mstep: Class 11 contains 4644 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87808 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 19 contains 7385 members 
Mstep: Class 20 contains 4988 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 14 clusters Score -8.108721e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 281355 members 
Mstep: Class 3 contains 26185 members 
Mstep: Class 4 contains 31311 members 
Mstep: Class 5 contains 50606 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 178150 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87829 members 
Mstep: Class 14 contains 5341 members 
Mstep: Class 19 contains 7403 members 
Mstep: Class 20 contains 5015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087464.000000 Penalty: 43318.621094
Iteration 91Q: 14 clusters Score -8.108746e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 281018 members 
Mstep: Class 3 contains 26233 members 
Mstep: Class 4 contains 31306 members 
Mstep: Class 5 contains 50620 members 
Mstep: Class 6 contains 3629 members 
Mstep: Class 7 contains 178383 members 
Mstep: Class 11 contains 4643 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87835 members 
Mstep: Class 14 contains 5337 members 
Mstep: Class 19 contains 7412 members 
Mstep: Class 20 contains 5041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087464.000000 Penalty: 43318.621094
Iteration 92Q: 14 clusters Score -8.108746e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 280687 members 
Mstep: Class 3 contains 26285 members 
Mstep: Class 4 contains 31296 members 
Mstep: Class 5 contains 50643 members 
Mstep: Class 6 contains 3646 members 
Mstep: Class 7 contains 178605 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87820 members 
Mstep: Class 14 contains 5338 members 
Mstep: Class 19 contains 7419 members 
Mstep: Class 20 contains 5079 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 93Q: 14 clusters Score -8.10877e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 280403 members 
Mstep: Class 3 contains 26334 members 
Mstep: Class 4 contains 31291 members 
Mstep: Class 5 contains 50660 members 
Mstep: Class 6 contains 3653 members 
Mstep: Class 7 contains 178824 members 
Mstep: Class 11 contains 4636 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87780 members 
Mstep: Class 14 contains 5334 members 
Mstep: Class 19 contains 7425 members 
Mstep: Class 20 contains 5117 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 14 clusters Score -8.108748e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 280102 members 
Mstep: Class 3 contains 26369 members 
Mstep: Class 4 contains 31290 members 
Mstep: Class 5 contains 50670 members 
Mstep: Class 6 contains 3668 members 
Mstep: Class 7 contains 179027 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87753 members 
Mstep: Class 14 contains 5353 members 
Mstep: Class 19 contains 7427 members 
Mstep: Class 20 contains 5162 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 95Q: 14 clusters Score -8.108753e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 279764 members 
Mstep: Class 3 contains 26404 members 
Mstep: Class 4 contains 31295 members 
Mstep: Class 5 contains 50689 members 
Mstep: Class 6 contains 3681 members 
Mstep: Class 7 contains 179265 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87728 members 
Mstep: Class 14 contains 5372 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 5200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087536.000000 Penalty: 43318.621094
Iteration 96Q: 14 clusters Score -8.108754e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 279416 members 
Mstep: Class 3 contains 26441 members 
Mstep: Class 4 contains 31298 members 
Mstep: Class 5 contains 50683 members 
Mstep: Class 6 contains 3694 members 
Mstep: Class 7 contains 179493 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87746 members 
Mstep: Class 14 contains 5380 members 
Mstep: Class 19 contains 7441 members 
Mstep: Class 20 contains 5239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087568.000000 Penalty: 43318.621094
Iteration 97Q: 14 clusters Score -8.108757e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 279092 members 
Mstep: Class 3 contains 26476 members 
Mstep: Class 4 contains 31304 members 
Mstep: Class 5 contains 50656 members 
Mstep: Class 6 contains 3714 members 
Mstep: Class 7 contains 179718 members 
Mstep: Class 11 contains 4624 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87762 members 
Mstep: Class 14 contains 5393 members 
Mstep: Class 19 contains 7442 members 
Mstep: Class 20 contains 5276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087600.000000 Penalty: 43318.621094
Iteration 98Q: 14 clusters Score -8.10876e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 278761 members 
Mstep: Class 3 contains 26507 members 
Mstep: Class 4 contains 31314 members 
Mstep: Class 5 contains 50626 members 
Mstep: Class 6 contains 3736 members 
Mstep: Class 7 contains 179937 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87790 members 
Mstep: Class 14 contains 5413 members 
Mstep: Class 19 contains 7447 members 
Mstep: Class 20 contains 5300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087608.000000 Penalty: 43318.621094
Iteration 99Q: 14 clusters Score -8.108761e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 278416 members 
Mstep: Class 3 contains 26542 members 
Mstep: Class 4 contains 31330 members 
Mstep: Class 5 contains 50606 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 180160 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87814 members 
Mstep: Class 14 contains 5422 members 
Mstep: Class 19 contains 7465 members 
Mstep: Class 20 contains 5326 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087640.000000 Penalty: 43318.621094
Iteration 100F: 14 clusters Score -8.108764e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 278083 members 
Mstep: Class 3 contains 26560 members 
Mstep: Class 4 contains 31343 members 
Mstep: Class 5 contains 50592 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 180422 members 
Mstep: Class 11 contains 4626 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87808 members 
Mstep: Class 14 contains 5433 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 20 contains 5353 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087848.000000 Penalty: 43318.621094
Iteration 101Q: 14 clusters Score -8.108785e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 277736 members 
Mstep: Class 3 contains 26571 members 
Mstep: Class 4 contains 31358 members 
Mstep: Class 5 contains 50588 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 180715 members 
Mstep: Class 11 contains 4630 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87778 members 
Mstep: Class 14 contains 5447 members 
Mstep: Class 19 contains 7496 members 
Mstep: Class 20 contains 5383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087728.000000 Penalty: 43318.621094
Iteration 102Q: 14 clusters Score -8.108773e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 277380 members 
Mstep: Class 3 contains 26596 members 
Mstep: Class 4 contains 31362 members 
Mstep: Class 5 contains 50594 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 181012 members 
Mstep: Class 11 contains 4630 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87737 members 
Mstep: Class 14 contains 5452 members 
Mstep: Class 19 contains 7515 members 
Mstep: Class 20 contains 5424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087736.000000 Penalty: 43318.621094
Iteration 103Q: 14 clusters Score -8.108774e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 277040 members 
Mstep: Class 3 contains 26618 members 
Mstep: Class 4 contains 31363 members 
Mstep: Class 5 contains 50609 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 181297 members 
Mstep: Class 11 contains 4630 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87694 members 
Mstep: Class 14 contains 5457 members 
Mstep: Class 19 contains 7516 members 
Mstep: Class 20 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087952.000000 Penalty: 43318.621094
Iteration 104Q: 14 clusters Score -8.108795e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 276707 members 
Mstep: Class 3 contains 26641 members 
Mstep: Class 4 contains 31357 members 
Mstep: Class 5 contains 50619 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 181581 members 
Mstep: Class 11 contains 4632 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87655 members 
Mstep: Class 14 contains 5461 members 
Mstep: Class 19 contains 7512 members 
Mstep: Class 20 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087904.000000 Penalty: 43318.621094
Iteration 105Q: 14 clusters Score -8.10879e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 276370 members 
Mstep: Class 3 contains 26652 members 
Mstep: Class 4 contains 31358 members 
Mstep: Class 5 contains 50619 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 181871 members 
Mstep: Class 11 contains 4632 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87619 members 
Mstep: Class 14 contains 5473 members 
Mstep: Class 19 contains 7511 members 
Mstep: Class 20 contains 5588 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087920.000000 Penalty: 43318.621094
Iteration 106Q: 14 clusters Score -8.108792e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 276047 members 
Mstep: Class 3 contains 26668 members 
Mstep: Class 4 contains 31361 members 
Mstep: Class 5 contains 50602 members 
Mstep: Class 6 contains 3753 members 
Mstep: Class 7 contains 182124 members 
Mstep: Class 11 contains 4631 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87609 members 
Mstep: Class 14 contains 5489 members 
Mstep: Class 19 contains 7514 members 
Mstep: Class 20 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087888.000000 Penalty: 43318.621094
Iteration 107Q: 14 clusters Score -8.108789e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 275710 members 
Mstep: Class 3 contains 26684 members 
Mstep: Class 4 contains 31376 members 
Mstep: Class 5 contains 50602 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 182302 members 
Mstep: Class 11 contains 4634 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87650 members 
Mstep: Class 14 contains 5503 members 
Mstep: Class 19 contains 7519 members 
Mstep: Class 20 contains 5704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088008.000000 Penalty: 43318.621094
Iteration 108Q: 14 clusters Score -8.108801e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 275423 members 
Mstep: Class 3 contains 26701 members 
Mstep: Class 4 contains 31384 members 
Mstep: Class 5 contains 50586 members 
Mstep: Class 6 contains 3768 members 
Mstep: Class 7 contains 182465 members 
Mstep: Class 11 contains 4635 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87695 members 
Mstep: Class 14 contains 5510 members 
Mstep: Class 19 contains 7515 members 
Mstep: Class 20 contains 5769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087992.000000 Penalty: 43318.621094
Iteration 109Q: 14 clusters Score -8.108799e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 275174 members 
Mstep: Class 3 contains 26714 members 
Mstep: Class 4 contains 31386 members 
Mstep: Class 5 contains 50575 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 182617 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87728 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 19 contains 7512 members 
Mstep: Class 20 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087896.000000 Penalty: 43318.621094
Iteration 110Q: 14 clusters Score -8.10879e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 274905 members 
Mstep: Class 3 contains 26722 members 
Mstep: Class 4 contains 31383 members 
Mstep: Class 5 contains 50567 members 
Mstep: Class 6 contains 3764 members 
Mstep: Class 7 contains 182774 members 
Mstep: Class 11 contains 4638 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87789 members 
Mstep: Class 14 contains 5517 members 
Mstep: Class 19 contains 7517 members 
Mstep: Class 20 contains 5873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088024.000000 Penalty: 43318.621094
Iteration 111Q: 14 clusters Score -8.108802e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 274657 members 
Mstep: Class 3 contains 26728 members 
Mstep: Class 4 contains 31372 members 
Mstep: Class 5 contains 50569 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 182875 members 
Mstep: Class 11 contains 4634 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 87882 members 
Mstep: Class 14 contains 5521 members 
Mstep: Class 19 contains 7535 members 
Mstep: Class 20 contains 5915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088088.000000 Penalty: 43318.621094
Iteration 112Q: 14 clusters Score -8.108809e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 274378 members 
Mstep: Class 3 contains 26739 members 
Mstep: Class 4 contains 31372 members 
Mstep: Class 5 contains 50570 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 182951 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88026 members 
Mstep: Class 14 contains 5530 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 5944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088280.000000 Penalty: 43318.621094
Iteration 113Q: 14 clusters Score -8.108828e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 274132 members 
Mstep: Class 3 contains 26752 members 
Mstep: Class 4 contains 31362 members 
Mstep: Class 5 contains 50562 members 
Mstep: Class 6 contains 3751 members 
Mstep: Class 7 contains 182989 members 
Mstep: Class 11 contains 4634 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88176 members 
Mstep: Class 14 contains 5546 members 
Mstep: Class 19 contains 7554 members 
Mstep: Class 20 contains 5991 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088264.000000 Penalty: 43318.621094
Iteration 114Q: 14 clusters Score -8.108826e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 273868 members 
Mstep: Class 3 contains 26772 members 
Mstep: Class 4 contains 31360 members 
Mstep: Class 5 contains 50553 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 183024 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88341 members 
Mstep: Class 14 contains 5548 members 
Mstep: Class 19 contains 7564 members 
Mstep: Class 20 contains 6038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088360.000000 Penalty: 43318.621094
Iteration 115Q: 14 clusters Score -8.108836e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 273604 members 
Mstep: Class 3 contains 26789 members 
Mstep: Class 4 contains 31353 members 
Mstep: Class 5 contains 50536 members 
Mstep: Class 6 contains 3748 members 
Mstep: Class 7 contains 183060 members 
Mstep: Class 11 contains 4633 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88507 members 
Mstep: Class 14 contains 5550 members 
Mstep: Class 19 contains 7575 members 
Mstep: Class 20 contains 6098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088288.000000 Penalty: 43318.621094
Iteration 116Q: 14 clusters Score -8.108829e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 273293 members 
Mstep: Class 3 contains 26810 members 
Mstep: Class 4 contains 31338 members 
Mstep: Class 5 contains 50529 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 183088 members 
Mstep: Class 11 contains 4630 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88708 members 
Mstep: Class 14 contains 5558 members 
Mstep: Class 19 contains 7590 members 
Mstep: Class 20 contains 6159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088192.000000 Penalty: 43318.621094
Iteration 117Q: 14 clusters Score -8.108819e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 272984 members 
Mstep: Class 3 contains 26824 members 
Mstep: Class 4 contains 31328 members 
Mstep: Class 5 contains 50522 members 
Mstep: Class 6 contains 3752 members 
Mstep: Class 7 contains 183148 members 
Mstep: Class 11 contains 4630 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 88883 members 
Mstep: Class 14 contains 5562 members 
Mstep: Class 19 contains 7595 members 
Mstep: Class 20 contains 6224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088320.000000 Penalty: 43318.621094
Iteration 118Q: 14 clusters Score -8.108832e+07 nChanged 966
Entering ConstructFrom: 
Score: -81088320.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Entering Unmasked Estep 
Score: -284635.062500 Penalty: 1944.104736
	Iteration 0F: 2 clusters Score -284635.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -281675.500000 Penalty: 3888.209473
	Iteration 0F: 3 clusters Score -281675.5 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -282280.218750 Penalty: 3888.209473
	Iteration 1F: 3 clusters Score -282280.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -282430.375000 Penalty: 3888.209473
	Iteration 2F: 3 clusters Score -282430.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -282497.562500 Penalty: 3888.209473
	Iteration 3Q: 3 clusters Score -282497.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -282546.937500 Penalty: 3888.209473
	Iteration 4Q: 3 clusters Score -282546.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -282587.437500 Penalty: 3888.209473
	Iteration 5Q: 3 clusters Score -282587.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -282616.312500 Penalty: 3888.209473
	Iteration 6Q: 3 clusters Score -282616.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -282645.750000 Penalty: 3888.209473
	Iteration 7Q: 3 clusters Score -282645.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -282670.593750 Penalty: 3888.209473
	Iteration 8Q: 3 clusters Score -282670.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -282689.593750 Penalty: 3888.209473
	Iteration 9Q: 3 clusters Score -282689.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -282709.812500 Penalty: 3888.209473
	Iteration 10Q: 3 clusters Score -282709.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -282726.562500 Penalty: 3888.209473
	Iteration 11Q: 3 clusters Score -282726.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -282739.531250 Penalty: 3888.209473
	Iteration 12Q: 3 clusters Score -282739.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -282749.156250 Penalty: 3888.209473
	Iteration 13Q: 3 clusters Score -282749.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -282757.000000 Penalty: 3888.209473
	Iteration 14Q: 3 clusters Score -282757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -282765.531250 Penalty: 3888.209473
	Iteration 15Q: 3 clusters Score -282765.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -282775.468750 Penalty: 3888.209473
	Iteration 16Q: 3 clusters Score -282775.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -282783.468750 Penalty: 3888.209473
	Iteration 17Q: 3 clusters Score -282783.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -282790.343750 Penalty: 3888.209473
	Iteration 18Q: 3 clusters Score -282790.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282798.062500 Penalty: 3888.209473
	Iteration 19Q: 3 clusters Score -282798.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -282803.031250 Penalty: 3888.209473
	Iteration 20F: 3 clusters Score -282803 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -282806.468750 Penalty: 3888.209473
	Iteration 21Q: 3 clusters Score -282806.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282810.812500 Penalty: 3888.209473
	Iteration 22Q: 3 clusters Score -282810.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282817.625000 Penalty: 3888.209473
	Iteration 23Q: 3 clusters Score -282817.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -282822.156250 Penalty: 3888.209473
	Iteration 24Q: 3 clusters Score -282822.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -282825.812500 Penalty: 3888.209473
	Iteration 25Q: 3 clusters Score -282825.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -282828.875000 Penalty: 3888.209473
	Iteration 26Q: 3 clusters Score -282828.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -282831.656250 Penalty: 3888.209473
	Iteration 27Q: 3 clusters Score -282831.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -282834.218750 Penalty: 3888.209473
	Iteration 28Q: 3 clusters Score -282834.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -282836.875000 Penalty: 3888.209473
	Iteration 29Q: 3 clusters Score -282836.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -282838.312500 Penalty: 3888.209473
	Iteration 30Q: 3 clusters Score -282838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -282843.156250 Penalty: 3888.209473
	Iteration 31Q: 3 clusters Score -282843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -282849.187500 Penalty: 3888.209473
	Iteration 32Q: 3 clusters Score -282849.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -282857.281250 Penalty: 3888.209473
	Iteration 33Q: 3 clusters Score -282857.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -282864.843750 Penalty: 3888.209473
	Iteration 34Q: 3 clusters Score -282864.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -282871.843750 Penalty: 3888.209473
	Iteration 35Q: 3 clusters Score -282871.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -282875.000000 Penalty: 3888.209473
	Iteration 36Q: 3 clusters Score -282875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -282879.593750 Penalty: 3888.209473
	Iteration 37Q: 3 clusters Score -282879.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -282886.906250 Penalty: 3888.209473
	Iteration 38Q: 3 clusters Score -282886.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -282894.375000 Penalty: 3888.209473
	Iteration 39Q: 3 clusters Score -282894.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -282903.093750 Penalty: 3888.209473
	Iteration 40F: 3 clusters Score -282903.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -282916.281250 Penalty: 3888.209473
	Iteration 41Q: 3 clusters Score -282916.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -282927.218750 Penalty: 3888.209473
	Iteration 42Q: 3 clusters Score -282927.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -282932.187500 Penalty: 3888.209473
	Iteration 43Q: 3 clusters Score -282932.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -282937.062500 Penalty: 3888.209473
	Iteration 44Q: 3 clusters Score -282937.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -282943.718750 Penalty: 3888.209473
	Iteration 45Q: 3 clusters Score -282943.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -282949.343750 Penalty: 3888.209473
	Iteration 46Q: 3 clusters Score -282949.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -282954.625000 Penalty: 3888.209473
	Iteration 47Q: 3 clusters Score -282954.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -282957.937500 Penalty: 3888.209473
	Iteration 48Q: 3 clusters Score -282957.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -282963.187500 Penalty: 3888.209473
	Iteration 49Q: 3 clusters Score -282963.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -282967.968750 Penalty: 3888.209473
	Iteration 50Q: 3 clusters Score -282968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -282973.906250 Penalty: 3888.209473
	Iteration 51Q: 3 clusters Score -282973.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -282976.687500 Penalty: 3888.209473
	Iteration 52Q: 3 clusters Score -282976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -282981.468750 Penalty: 3888.209473
	Iteration 53Q: 3 clusters Score -282981.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -282983.781250 Penalty: 3888.209473
	Iteration 54Q: 3 clusters Score -282983.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -282983.781250 Penalty: 3888.209473
	Iteration 55F: 3 clusters Score -282983.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (272649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272649 members 
Entering Unmasked Estep 
Score: -32690106.000000 Penalty: 3103.953369
	Iteration 0F: 2 clusters Score -3.269011e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136512 members 
Mstep: Class 2 contains 136137 members 
Entering Unmasked Estep 
Score: -32518630.000000 Penalty: 6207.906738
	Iteration 0F: 3 clusters Score -3.251863e+07 nChanged 131342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139644 members 
Mstep: Class 2 contains 133005 members 
Entering Unmasked Estep 
Score: -32595978.000000 Penalty: 6207.906738
	Iteration 1F: 3 clusters Score -3.259598e+07 nChanged 6608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141476 members 
Mstep: Class 2 contains 131173 members 
Entering Unmasked Estep 
Score: -32597346.000000 Penalty: 6207.906738
	Iteration 2Q: 3 clusters Score -3.259735e+07 nChanged 7145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144233 members 
Mstep: Class 2 contains 128416 members 
Entering Unmasked Estep 
Score: -32599094.000000 Penalty: 6207.906738
	Iteration 3Q: 3 clusters Score -3.259909e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148394 members 
Mstep: Class 2 contains 124255 members 
Entering Unmasked Estep 
Score: -32601856.000000 Penalty: 6207.906738
	Iteration 4Q: 3 clusters Score -3.260186e+07 nChanged 10060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154516 members 
Mstep: Class 2 contains 118133 members 
Entering Unmasked Estep 
Score: -32605766.000000 Penalty: 6207.906738
	Iteration 5Q: 3 clusters Score -3.260577e+07 nChanged 12532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163268 members 
Mstep: Class 2 contains 109381 members 
Entering Unmasked Estep 
Score: -32612496.000000 Penalty: 6207.906738
	Iteration 6Q: 3 clusters Score -3.26125e+07 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174148 members 
Mstep: Class 2 contains 98501 members 
Entering Unmasked Estep 
Score: -32623196.000000 Penalty: 6207.906738
	Iteration 7F: 3 clusters Score -3.26232e+07 nChanged 16925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186005 members 
Mstep: Class 2 contains 86644 members 
Entering Unmasked Estep 
Score: -32635752.000000 Penalty: 6207.906738
	Iteration 8F: 3 clusters Score -3.263575e+07 nChanged 16718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196877 members 
Mstep: Class 2 contains 75772 members 
Entering Unmasked Estep 
Score: -32647270.000000 Penalty: 6207.906738
	Iteration 9F: 3 clusters Score -3.264727e+07 nChanged 14453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204980 members 
Mstep: Class 2 contains 67669 members 
Entering Unmasked Estep 
Score: -32655786.000000 Penalty: 6207.906738
	Iteration 10F: 3 clusters Score -3.265579e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210460 members 
Mstep: Class 2 contains 62189 members 
Entering Unmasked Estep 
Score: -32660824.000000 Penalty: 6207.906738
	Iteration 11Q: 3 clusters Score -3.266082e+07 nChanged 8128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214568 members 
Mstep: Class 2 contains 58081 members 
Entering Unmasked Estep 
Score: -32663598.000000 Penalty: 6207.906738
	Iteration 12Q: 3 clusters Score -3.26636e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217860 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -32664854.000000 Penalty: 6207.906738
	Iteration 13Q: 3 clusters Score -3.266485e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220742 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -32665830.000000 Penalty: 6207.906738
	Iteration 14Q: 3 clusters Score -3.266583e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223429 members 
Mstep: Class 2 contains 49220 members 
Entering Unmasked Estep 
Score: -32666582.000000 Penalty: 6207.906738
	Iteration 15Q: 3 clusters Score -3.266658e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226035 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -32667070.000000 Penalty: 6207.906738
	Iteration 16Q: 3 clusters Score -3.266707e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228463 members 
Mstep: Class 2 contains 44186 members 
Entering Unmasked Estep 
Score: -32667718.000000 Penalty: 6207.906738
	Iteration 17Q: 3 clusters Score -3.266772e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230848 members 
Mstep: Class 2 contains 41801 members 
Entering Unmasked Estep 
Score: -32668348.000000 Penalty: 6207.906738
	Iteration 18Q: 3 clusters Score -3.266835e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233205 members 
Mstep: Class 2 contains 39444 members 
Entering Unmasked Estep 
Score: -32668918.000000 Penalty: 6207.906738
	Iteration 19Q: 3 clusters Score -3.266892e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235617 members 
Mstep: Class 2 contains 37032 members 
Entering Unmasked Estep 
Score: -32669572.000000 Penalty: 6207.906738
	Iteration 20F: 3 clusters Score -3.266957e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237982 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -32670350.000000 Penalty: 6207.906738
	Iteration 21Q: 3 clusters Score -3.267035e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240335 members 
Mstep: Class 2 contains 32314 members 
Entering Unmasked Estep 
Score: -32670990.000000 Penalty: 6207.906738
	Iteration 22Q: 3 clusters Score -3.267099e+07 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242712 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -32671712.000000 Penalty: 6207.906738
	Iteration 23Q: 3 clusters Score -3.267171e+07 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245066 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -32672616.000000 Penalty: 6207.906738
	Iteration 24Q: 3 clusters Score -3.267262e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247388 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -32673798.000000 Penalty: 6207.906738
	Iteration 25Q: 3 clusters Score -3.26738e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249707 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -32674676.000000 Penalty: 6207.906738
	Iteration 26Q: 3 clusters Score -3.267468e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251876 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -32675668.000000 Penalty: 6207.906738
	Iteration 27Q: 3 clusters Score -3.267567e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254003 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -32676650.000000 Penalty: 6207.906738
	Iteration 28Q: 3 clusters Score -3.267665e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256022 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -32677506.000000 Penalty: 6207.906738
	Iteration 29Q: 3 clusters Score -3.267751e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258013 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -32678620.000000 Penalty: 6207.906738
	Iteration 30Q: 3 clusters Score -3.267862e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259900 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -32679672.000000 Penalty: 6207.906738
	Iteration 31Q: 3 clusters Score -3.267967e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261609 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -32680678.000000 Penalty: 6207.906738
	Iteration 32Q: 3 clusters Score -3.268068e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263131 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -32681644.000000 Penalty: 6207.906738
	Iteration 33Q: 3 clusters Score -3.268164e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264479 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -32682522.000000 Penalty: 6207.906738
	Iteration 34Q: 3 clusters Score -3.268252e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265623 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -32683142.000000 Penalty: 6207.906738
	Iteration 35Q: 3 clusters Score -3.268314e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266591 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -32683758.000000 Penalty: 6207.906738
	Iteration 36Q: 3 clusters Score -3.268376e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267421 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -32684210.000000 Penalty: 6207.906738
	Iteration 37Q: 3 clusters Score -3.268421e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268163 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -32684710.000000 Penalty: 6207.906738
	Iteration 38Q: 3 clusters Score -3.268471e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268762 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -32685232.000000 Penalty: 6207.906738
	Iteration 39Q: 3 clusters Score -3.268523e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269282 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -32685568.000000 Penalty: 6207.906738
	Iteration 40F: 3 clusters Score -3.268557e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269695 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -32685864.000000 Penalty: 6207.906738
	Iteration 41Q: 3 clusters Score -3.268586e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270022 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -32686090.000000 Penalty: 6207.906738
	Iteration 42Q: 3 clusters Score -3.268609e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270283 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -32686268.000000 Penalty: 6207.906738
	Iteration 43Q: 3 clusters Score -3.268627e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270502 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -32686394.000000 Penalty: 6207.906738
	Iteration 44Q: 3 clusters Score -3.268639e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270662 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -32686514.000000 Penalty: 6207.906738
	Iteration 45Q: 3 clusters Score -3.268651e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270802 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -32686636.000000 Penalty: 6207.906738
	Iteration 46Q: 3 clusters Score -3.268664e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270891 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -32686742.000000 Penalty: 6207.906738
	Iteration 47Q: 3 clusters Score -3.268674e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270977 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -32686768.000000 Penalty: 6207.906738
	Iteration 48Q: 3 clusters Score -3.268677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271037 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -32686848.000000 Penalty: 6207.906738
	Iteration 49Q: 3 clusters Score -3.268685e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271088 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -32686868.000000 Penalty: 6207.906738
	Iteration 50Q: 3 clusters Score -3.268687e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271128 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -32686922.000000 Penalty: 6207.906738
	Iteration 51Q: 3 clusters Score -3.268692e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271172 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -32686960.000000 Penalty: 6207.906738
	Iteration 52Q: 3 clusters Score -3.268696e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271211 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -32687002.000000 Penalty: 6207.906738
	Iteration 53Q: 3 clusters Score -3.2687e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271256 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -32687030.000000 Penalty: 6207.906738
	Iteration 54Q: 3 clusters Score -3.268703e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271301 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -32687092.000000 Penalty: 6207.906738
	Iteration 55Q: 3 clusters Score -3.268709e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271349 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -32687112.000000 Penalty: 6207.906738
	Iteration 56Q: 3 clusters Score -3.268711e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271380 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -32687134.000000 Penalty: 6207.906738
	Iteration 57Q: 3 clusters Score -3.268713e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271391 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -32687150.000000 Penalty: 6207.906738
	Iteration 58Q: 3 clusters Score -3.268715e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271408 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -32687140.000000 Penalty: 6207.906738
	Iteration 59Q: 3 clusters Score -3.268714e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271417 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -32687148.000000 Penalty: 6207.906738
	Iteration 60F: 3 clusters Score -3.268715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271419 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -32687152.000000 Penalty: 6207.906738
	Iteration 61Q: 3 clusters Score -3.268715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271421 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -32687136.000000 Penalty: 6207.906738
	Iteration 62Q: 3 clusters Score -3.268714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271425 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -32687138.000000 Penalty: 6207.906738
	Iteration 63Q: 3 clusters Score -3.268714e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271425 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -32687138.000000 Penalty: 6207.906738
	Iteration 64Q: 3 clusters Score -3.268714e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271426 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -32687144.000000 Penalty: 6207.906738
	Iteration 65Q: 3 clusters Score -3.268714e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271426 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -32687144.000000 Penalty: 6207.906738
	Iteration 66F: 3 clusters Score -3.268714e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26838 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Entering Unmasked Estep 
Score: -3212366.250000 Penalty: 2528.998291
	Iteration 0F: 2 clusters Score -3212366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3194052.250000 Penalty: 5057.996582
	Iteration 0F: 3 clusters Score -3194052 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 14076 members 
Entering Unmasked Estep 
Score: -3200472.500000 Penalty: 5057.996582
	Iteration 1F: 3 clusters Score -3200472 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -3200854.750000 Penalty: 5057.996582
	Iteration 2Q: 3 clusters Score -3200855 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -3201160.250000 Penalty: 5057.996582
	Iteration 3Q: 3 clusters Score -3201160 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -3201481.750000 Penalty: 5057.996582
	Iteration 4Q: 3 clusters Score -3201482 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3201823.500000 Penalty: 5057.996582
	Iteration 5Q: 3 clusters Score -3201824 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3202279.500000 Penalty: 5057.996582
	Iteration 6Q: 3 clusters Score -3202280 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3203002.250000 Penalty: 5057.996582
	Iteration 7Q: 3 clusters Score -3203002 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -3204065.250000 Penalty: 5057.996582
	Iteration 8F: 3 clusters Score -3204065 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3205564.000000 Penalty: 5057.996582
	Iteration 9F: 3 clusters Score -3205564 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3207247.750000 Penalty: 5057.996582
	Iteration 10F: 3 clusters Score -3207248 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 25298 members 
Entering Unmasked Estep 
Score: -3208696.500000 Penalty: 5057.996582
	Iteration 11F: 3 clusters Score -3208696 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -3209483.500000 Penalty: 5057.996582
	Iteration 12Q: 3 clusters Score -3209484 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 26406 members 
Entering Unmasked Estep 
Score: -3209789.500000 Penalty: 5057.996582
	Iteration 13Q: 3 clusters Score -3209790 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26512 members 
Entering Unmasked Estep 
Score: -3209908.500000 Penalty: 5057.996582
	Iteration 14Q: 3 clusters Score -3209908 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -3209980.000000 Penalty: 5057.996582
	Iteration 15Q: 3 clusters Score -3209980 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3210013.500000 Penalty: 5057.996582
	Iteration 16Q: 3 clusters Score -3210014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -3210041.000000 Penalty: 5057.996582
	Iteration 17Q: 3 clusters Score -3210041 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -3210050.750000 Penalty: 5057.996582
	Iteration 18Q: 3 clusters Score -3210051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -3210072.750000 Penalty: 5057.996582
	Iteration 19Q: 3 clusters Score -3210073 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -3210085.750000 Penalty: 5057.996582
	Iteration 20F: 3 clusters Score -3210086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3210084.500000 Penalty: 5057.996582
	Iteration 21Q: 3 clusters Score -3210084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 26616 members 
Entering Unmasked Estep 
Score: -3210086.000000 Penalty: 5057.996582
	Iteration 22Q: 3 clusters Score -3210086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -3210089.750000 Penalty: 5057.996582
	Iteration 23Q: 3 clusters Score -3210090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 26618 members 
Entering Unmasked Estep 
Score: -3210090.750000 Penalty: 5057.996582
	Iteration 24Q: 3 clusters Score -3210091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3210089.750000 Penalty: 5057.996582
	Iteration 25Q: 3 clusters Score -3210090 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -3210089.750000 Penalty: 5057.996582
	Iteration 26F: 3 clusters Score -3210090 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Entering Unmasked Estep 
Score: -3633889.000000 Penalty: 2567.330566
	Iteration 0F: 2 clusters Score -3633889 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -3612589.250000 Penalty: 5134.661133
	Iteration 0F: 3 clusters Score -3612589 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15869 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -3620153.750000 Penalty: 5134.661133
	Iteration 1F: 3 clusters Score -3620154 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -3620584.750000 Penalty: 5134.661133
	Iteration 2Q: 3 clusters Score -3620585 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -3620952.250000 Penalty: 5134.661133
	Iteration 3Q: 3 clusters Score -3620952 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -3621257.250000 Penalty: 5134.661133
	Iteration 4Q: 3 clusters Score -3621257 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -3621549.750000 Penalty: 5134.661133
	Iteration 5Q: 3 clusters Score -3621550 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -3621837.250000 Penalty: 5134.661133
	Iteration 6Q: 3 clusters Score -3621837 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -3622181.250000 Penalty: 5134.661133
	Iteration 7Q: 3 clusters Score -3622181 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -3622600.000000 Penalty: 5134.661133
	Iteration 8Q: 3 clusters Score -3622600 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -3623148.250000 Penalty: 5134.661133
	Iteration 9Q: 3 clusters Score -3623148 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -3623896.750000 Penalty: 5134.661133
	Iteration 10Q: 3 clusters Score -3623897 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21336 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3624880.250000 Penalty: 5134.661133
	Iteration 11F: 3 clusters Score -3624880 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -3626218.750000 Penalty: 5134.661133
	Iteration 12F: 3 clusters Score -3626219 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25114 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -3627848.750000 Penalty: 5134.661133
	Iteration 13F: 3 clusters Score -3627849 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -3629361.750000 Penalty: 5134.661133
	Iteration 14F: 3 clusters Score -3629362 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -3630585.750000 Penalty: 5134.661133
	Iteration 15Q: 3 clusters Score -3630586 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -3631561.000000 Penalty: 5134.661133
	Iteration 16Q: 3 clusters Score -3631561 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -3632095.750000 Penalty: 5134.661133
	Iteration 17Q: 3 clusters Score -3632096 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30084 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -3632354.500000 Penalty: 5134.661133
	Iteration 18Q: 3 clusters Score -3632354 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3632474.000000 Penalty: 5134.661133
	Iteration 19Q: 3 clusters Score -3632474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3632520.500000 Penalty: 5134.661133
	Iteration 20F: 3 clusters Score -3632520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3632567.500000 Penalty: 5134.661133
	Iteration 21Q: 3 clusters Score -3632568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -3632592.250000 Penalty: 5134.661133
	Iteration 22Q: 3 clusters Score -3632592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30446 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3632602.250000 Penalty: 5134.661133
	Iteration 23Q: 3 clusters Score -3632602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30462 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3632605.500000 Penalty: 5134.661133
	Iteration 24Q: 3 clusters Score -3632606 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3632612.000000 Penalty: 5134.661133
	Iteration 25Q: 3 clusters Score -3632612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30470 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3632612.750000 Penalty: 5134.661133
	Iteration 26Q: 3 clusters Score -3632613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3632612.500000 Penalty: 5134.661133
	Iteration 27Q: 3 clusters Score -3632612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30477 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3632615.250000 Penalty: 5134.661133
	Iteration 28Q: 3 clusters Score -3632615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30478 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3632619.250000 Penalty: 5134.661133
	Iteration 29Q: 3 clusters Score -3632619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3632616.000000 Penalty: 5134.661133
	Iteration 30Q: 3 clusters Score -3632616 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30479 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3632616.000000 Penalty: 5134.661133
	Iteration 31F: 3 clusters Score -3632616 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (50511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Entering Unmasked Estep 
Score: -6138526.500000 Penalty: 2685.826660
	Iteration 0F: 2 clusters Score -6138526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25405 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -6104623.500000 Penalty: 5371.653320
	Iteration 0F: 3 clusters Score -6104624 nChanged 23290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -6117736.500000 Penalty: 5371.653320
	Iteration 1F: 3 clusters Score -6117736 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -6118608.000000 Penalty: 5371.653320
	Iteration 2Q: 3 clusters Score -6118608 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 23597 members 
Entering Unmasked Estep 
Score: -6119742.500000 Penalty: 5371.653320
	Iteration 3Q: 3 clusters Score -6119742 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -6121069.000000 Penalty: 5371.653320
	Iteration 4Q: 3 clusters Score -6121069 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27610 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -6122793.000000 Penalty: 5371.653320
	Iteration 5F: 3 clusters Score -6122793 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -6124737.500000 Penalty: 5371.653320
	Iteration 6F: 3 clusters Score -6124738 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27505 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -6126877.000000 Penalty: 5371.653320
	Iteration 7F: 3 clusters Score -6126877 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27122 members 
Mstep: Class 2 contains 23389 members 
Entering Unmasked Estep 
Score: -6128774.000000 Penalty: 5371.653320
	Iteration 8F: 3 clusters Score -6128774 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 23736 members 
Entering Unmasked Estep 
Score: -6130198.500000 Penalty: 5371.653320
	Iteration 9F: 3 clusters Score -6130198 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26467 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -6130863.000000 Penalty: 5371.653320
	Iteration 10Q: 3 clusters Score -6130863 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -6131252.000000 Penalty: 5371.653320
	Iteration 11Q: 3 clusters Score -6131252 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -6131454.500000 Penalty: 5371.653320
	Iteration 12Q: 3 clusters Score -6131454 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -6131576.000000 Penalty: 5371.653320
	Iteration 13Q: 3 clusters Score -6131576 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 25248 members 
Entering Unmasked Estep 
Score: -6131717.000000 Penalty: 5371.653320
	Iteration 14Q: 3 clusters Score -6131717 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24921 members 
Mstep: Class 2 contains 25590 members 
Entering Unmasked Estep 
Score: -6131853.000000 Penalty: 5371.653320
	Iteration 15Q: 3 clusters Score -6131853 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -6131988.000000 Penalty: 5371.653320
	Iteration 16Q: 3 clusters Score -6131988 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 26405 members 
Entering Unmasked Estep 
Score: -6132112.500000 Penalty: 5371.653320
	Iteration 17Q: 3 clusters Score -6132112 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -6132266.000000 Penalty: 5371.653320
	Iteration 18Q: 3 clusters Score -6132266 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 27394 members 
Entering Unmasked Estep 
Score: -6132457.000000 Penalty: 5371.653320
	Iteration 19Q: 3 clusters Score -6132457 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 27964 members 
Entering Unmasked Estep 
Score: -6132735.500000 Penalty: 5371.653320
	Iteration 20F: 3 clusters Score -6132736 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -6133060.000000 Penalty: 5371.653320
	Iteration 21Q: 3 clusters Score -6133060 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -6133413.500000 Penalty: 5371.653320
	Iteration 22Q: 3 clusters Score -6133414 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20466 members 
Mstep: Class 2 contains 30045 members 
Entering Unmasked Estep 
Score: -6133832.000000 Penalty: 5371.653320
	Iteration 23Q: 3 clusters Score -6133832 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -6134189.500000 Penalty: 5371.653320
	Iteration 24Q: 3 clusters Score -6134190 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 31492 members 
Entering Unmasked Estep 
Score: -6134660.000000 Penalty: 5371.653320
	Iteration 25Q: 3 clusters Score -6134660 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -6135151.000000 Penalty: 5371.653320
	Iteration 26Q: 3 clusters Score -6135151 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 32875 members 
Entering Unmasked Estep 
Score: -6135587.000000 Penalty: 5371.653320
	Iteration 27Q: 3 clusters Score -6135587 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 33429 members 
Entering Unmasked Estep 
Score: -6135911.500000 Penalty: 5371.653320
	Iteration 28Q: 3 clusters Score -6135912 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 33933 members 
Entering Unmasked Estep 
Score: -6136222.000000 Penalty: 5371.653320
	Iteration 29Q: 3 clusters Score -6136222 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 34366 members 
Entering Unmasked Estep 
Score: -6136433.500000 Penalty: 5371.653320
	Iteration 30Q: 3 clusters Score -6136434 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -6136567.000000 Penalty: 5371.653320
	Iteration 31Q: 3 clusters Score -6136567 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -6136677.500000 Penalty: 5371.653320
	Iteration 32Q: 3 clusters Score -6136678 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -6136732.000000 Penalty: 5371.653320
	Iteration 33Q: 3 clusters Score -6136732 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 35302 members 
Entering Unmasked Estep 
Score: -6136780.000000 Penalty: 5371.653320
	Iteration 34Q: 3 clusters Score -6136780 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -6136785.000000 Penalty: 5371.653320
	Iteration 35Q: 3 clusters Score -6136785 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -6136820.000000 Penalty: 5371.653320
	Iteration 36Q: 3 clusters Score -6136820 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 35549 members 
Entering Unmasked Estep 
Score: -6136824.500000 Penalty: 5371.653320
	Iteration 37Q: 3 clusters Score -6136824 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -6136820.000000 Penalty: 5371.653320
	Iteration 38Q: 3 clusters Score -6136820 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 35648 members 
Entering Unmasked Estep 
Score: -6136814.000000 Penalty: 5371.653320
	Iteration 39Q: 3 clusters Score -6136814 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 35690 members 
Entering Unmasked Estep 
Score: -6136856.500000 Penalty: 5371.653320
	Iteration 40F: 3 clusters Score -6136856 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -6136863.500000 Penalty: 5371.653320
	Iteration 41Q: 3 clusters Score -6136864 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 35826 members 
Entering Unmasked Estep 
Score: -6136860.000000 Penalty: 5371.653320
	Iteration 42Q: 3 clusters Score -6136860 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -6136850.500000 Penalty: 5371.653320
	Iteration 43Q: 3 clusters Score -6136850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -6136865.000000 Penalty: 5371.653320
	Iteration 44Q: 3 clusters Score -6136865 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -6136877.500000 Penalty: 5371.653320
	Iteration 45Q: 3 clusters Score -6136878 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14488 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -6136869.500000 Penalty: 5371.653320
	Iteration 46Q: 3 clusters Score -6136870 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -6136872.500000 Penalty: 5371.653320
	Iteration 47Q: 3 clusters Score -6136872 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -6136879.500000 Penalty: 5371.653320
	Iteration 48Q: 3 clusters Score -6136880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 36111 members 
Entering Unmasked Estep 
Score: -6136883.000000 Penalty: 5371.653320
	Iteration 49Q: 3 clusters Score -6136883 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -6136886.500000 Penalty: 5371.653320
	Iteration 50Q: 3 clusters Score -6136886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -6136894.000000 Penalty: 5371.653320
	Iteration 51Q: 3 clusters Score -6136894 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -6136890.000000 Penalty: 5371.653320
	Iteration 52Q: 3 clusters Score -6136890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 36156 members 
Entering Unmasked Estep 
Score: -6136894.000000 Penalty: 5371.653320
	Iteration 53Q: 3 clusters Score -6136894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -6136893.000000 Penalty: 5371.653320
	Iteration 54Q: 3 clusters Score -6136893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14343 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -6136895.500000 Penalty: 5371.653320
	Iteration 55Q: 3 clusters Score -6136896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -6136903.000000 Penalty: 5371.653320
	Iteration 56Q: 3 clusters Score -6136903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -6136899.500000 Penalty: 5371.653320
	Iteration 57Q: 3 clusters Score -6136900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -6136906.500000 Penalty: 5371.653320
	Iteration 58Q: 3 clusters Score -6136906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 36189 members 
Entering Unmasked Estep 
Score: -6136908.000000 Penalty: 5371.653320
	Iteration 59Q: 3 clusters Score -6136908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 36192 members 
Entering Unmasked Estep 
Score: -6136907.000000 Penalty: 5371.653320
	Iteration 60F: 3 clusters Score -6136907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -6136909.500000 Penalty: 5371.653320
	Iteration 61Q: 3 clusters Score -6136910 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -6136906.500000 Penalty: 5371.653320
	Iteration 62Q: 3 clusters Score -6136906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -6136906.500000 Penalty: 5371.653320
	Iteration 63F: 3 clusters Score -6136906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Entering Unmasked Estep 
Score: -461821.781250 Penalty: 2040.918823
	Iteration 0F: 2 clusters Score -461821.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -458081.187500 Penalty: 4081.837646
	Iteration 0F: 3 clusters Score -458081.2 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -458846.593750 Penalty: 4081.837646
	Iteration 1F: 3 clusters Score -458846.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -459010.656250 Penalty: 4081.837646
	Iteration 2F: 3 clusters Score -459010.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -459099.312500 Penalty: 4081.837646
	Iteration 3Q: 3 clusters Score -459099.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -459162.718750 Penalty: 4081.837646
	Iteration 4Q: 3 clusters Score -459162.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -459202.406250 Penalty: 4081.837646
	Iteration 5Q: 3 clusters Score -459202.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -459232.125000 Penalty: 4081.837646
	Iteration 6Q: 3 clusters Score -459232.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -459261.031250 Penalty: 4081.837646
	Iteration 7Q: 3 clusters Score -459261 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -459289.406250 Penalty: 4081.837646
	Iteration 8Q: 3 clusters Score -459289.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -459310.031250 Penalty: 4081.837646
	Iteration 9Q: 3 clusters Score -459310 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -459325.343750 Penalty: 4081.837646
	Iteration 10Q: 3 clusters Score -459325.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -459334.500000 Penalty: 4081.837646
	Iteration 11Q: 3 clusters Score -459334.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -459343.500000 Penalty: 4081.837646
	Iteration 12Q: 3 clusters Score -459343.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -459349.406250 Penalty: 4081.837646
	Iteration 13Q: 3 clusters Score -459349.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -459353.125000 Penalty: 4081.837646
	Iteration 14Q: 3 clusters Score -459353.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -459355.281250 Penalty: 4081.837646
	Iteration 15Q: 3 clusters Score -459355.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -459355.343750 Penalty: 4081.837646
	Iteration 16Q: 3 clusters Score -459355.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -459356.937500 Penalty: 4081.837646
	Iteration 17Q: 3 clusters Score -459356.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -459356.937500 Penalty: 4081.837646
	Iteration 18F: 3 clusters Score -459356.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (183226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183226 members 
Entering Unmasked Estep 
Score: -22015474.000000 Penalty: 3005.382080
	Iteration 0F: 2 clusters Score -2.201547e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91249 members 
Mstep: Class 2 contains 91977 members 
Entering Unmasked Estep 
Score: -21896602.000000 Penalty: 6010.764160
	Iteration 0F: 3 clusters Score -2.18966e+07 nChanged 88115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84194 members 
Mstep: Class 2 contains 99032 members 
Entering Unmasked Estep 
Score: -21948572.000000 Penalty: 6010.764160
	Iteration 1F: 3 clusters Score -2.194857e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79785 members 
Mstep: Class 2 contains 103441 members 
Entering Unmasked Estep 
Score: -21950886.000000 Penalty: 6010.764160
	Iteration 2Q: 3 clusters Score -2.195089e+07 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72979 members 
Mstep: Class 2 contains 110247 members 
Entering Unmasked Estep 
Score: -21954522.000000 Penalty: 6010.764160
	Iteration 3Q: 3 clusters Score -2.195452e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63264 members 
Mstep: Class 2 contains 119962 members 
Entering Unmasked Estep 
Score: -21960314.000000 Penalty: 6010.764160
	Iteration 4F: 3 clusters Score -2.196031e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 132992 members 
Entering Unmasked Estep 
Score: -21970318.000000 Penalty: 6010.764160
	Iteration 5F: 3 clusters Score -2.197032e+07 nChanged 15728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34748 members 
Mstep: Class 2 contains 148478 members 
Entering Unmasked Estep 
Score: -21983988.000000 Penalty: 6010.764160
	Iteration 6F: 3 clusters Score -2.198399e+07 nChanged 14873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -21996834.000000 Penalty: 6010.764160
	Iteration 7F: 3 clusters Score -2.199683e+07 nChanged 10523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 173786 members 
Entering Unmasked Estep 
Score: -22005632.000000 Penalty: 6010.764160
	Iteration 8F: 3 clusters Score -2.200563e+07 nChanged 5539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 179317 members 
Entering Unmasked Estep 
Score: -22009996.000000 Penalty: 6010.764160
	Iteration 9Q: 3 clusters Score -2.201e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 181634 members 
Entering Unmasked Estep 
Score: -22011558.000000 Penalty: 6010.764160
	Iteration 10Q: 3 clusters Score -2.201156e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 182409 members 
Entering Unmasked Estep 
Score: -22012154.000000 Penalty: 6010.764160
	Iteration 11Q: 3 clusters Score -2.201215e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 182700 members 
Entering Unmasked Estep 
Score: -22012458.000000 Penalty: 6010.764160
	Iteration 12Q: 3 clusters Score -2.201246e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 182808 members 
Entering Unmasked Estep 
Score: -22012582.000000 Penalty: 6010.764160
	Iteration 13Q: 3 clusters Score -2.201258e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 182848 members 
Entering Unmasked Estep 
Score: -22012630.000000 Penalty: 6010.764160
	Iteration 14Q: 3 clusters Score -2.201263e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 182873 members 
Entering Unmasked Estep 
Score: -22012666.000000 Penalty: 6010.764160
	Iteration 15Q: 3 clusters Score -2.201267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 182893 members 
Entering Unmasked Estep 
Score: -22012730.000000 Penalty: 6010.764160
	Iteration 16Q: 3 clusters Score -2.201273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 182905 members 
Entering Unmasked Estep 
Score: -22012736.000000 Penalty: 6010.764160
	Iteration 17Q: 3 clusters Score -2.201274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 182914 members 
Entering Unmasked Estep 
Score: -22012746.000000 Penalty: 6010.764160
	Iteration 18Q: 3 clusters Score -2.201275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 182922 members 
Entering Unmasked Estep 
Score: -22012776.000000 Penalty: 6010.764160
	Iteration 19Q: 3 clusters Score -2.201278e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 182925 members 
Entering Unmasked Estep 
Score: -22012762.000000 Penalty: 6010.764160
	Iteration 20F: 3 clusters Score -2.201276e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 182929 members 
Entering Unmasked Estep 
Score: -22012770.000000 Penalty: 6010.764160
	Iteration 21Q: 3 clusters Score -2.201277e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 182933 members 
Entering Unmasked Estep 
Score: -22012806.000000 Penalty: 6010.764160
	Iteration 22Q: 3 clusters Score -2.201281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 182936 members 
Entering Unmasked Estep 
Score: -22012792.000000 Penalty: 6010.764160
	Iteration 23Q: 3 clusters Score -2.201279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 182934 members 
Entering Unmasked Estep 
Score: -22012790.000000 Penalty: 6010.764160
	Iteration 24Q: 3 clusters Score -2.201279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 182934 members 
Entering Unmasked Estep 
Score: -22012790.000000 Penalty: 6010.764160
	Iteration 25F: 3 clusters Score -2.201279e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Entering Unmasked Estep 
Score: -543795.062500 Penalty: 2093.143799
	Iteration 0F: 2 clusters Score -543795.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -539523.937500 Penalty: 4186.287598
	Iteration 0F: 3 clusters Score -539523.9 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -540509.375000 Penalty: 4186.287598
	Iteration 1F: 3 clusters Score -540509.4 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -540682.687500 Penalty: 4186.287598
	Iteration 2F: 3 clusters Score -540682.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -540811.375000 Penalty: 4186.287598
	Iteration 3Q: 3 clusters Score -540811.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -540905.125000 Penalty: 4186.287598
	Iteration 4Q: 3 clusters Score -540905.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -540991.625000 Penalty: 4186.287598
	Iteration 5Q: 3 clusters Score -540991.6 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -541047.875000 Penalty: 4186.287598
	Iteration 6Q: 3 clusters Score -541047.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -541092.750000 Penalty: 4186.287598
	Iteration 7Q: 3 clusters Score -541092.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -541143.937500 Penalty: 4186.287598
	Iteration 8Q: 3 clusters Score -541143.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -541202.937500 Penalty: 4186.287598
	Iteration 9Q: 3 clusters Score -541202.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -541259.562500 Penalty: 4186.287598
	Iteration 10Q: 3 clusters Score -541259.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -541309.750000 Penalty: 4186.287598
	Iteration 11Q: 3 clusters Score -541309.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -541351.062500 Penalty: 4186.287598
	Iteration 12Q: 3 clusters Score -541351.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -541387.625000 Penalty: 4186.287598
	Iteration 13Q: 3 clusters Score -541387.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -541422.875000 Penalty: 4186.287598
	Iteration 14Q: 3 clusters Score -541422.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -541452.625000 Penalty: 4186.287598
	Iteration 15Q: 3 clusters Score -541452.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -541483.375000 Penalty: 4186.287598
	Iteration 16Q: 3 clusters Score -541483.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -541510.625000 Penalty: 4186.287598
	Iteration 17Q: 3 clusters Score -541510.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -541536.062500 Penalty: 4186.287598
	Iteration 18Q: 3 clusters Score -541536.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -541568.812500 Penalty: 4186.287598
	Iteration 19Q: 3 clusters Score -541568.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -541608.937500 Penalty: 4186.287598
	Iteration 20F: 3 clusters Score -541608.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -541649.187500 Penalty: 4186.287598
	Iteration 21Q: 3 clusters Score -541649.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -541671.562500 Penalty: 4186.287598
	Iteration 22Q: 3 clusters Score -541671.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -541691.312500 Penalty: 4186.287598
	Iteration 23Q: 3 clusters Score -541691.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -541717.250000 Penalty: 4186.287598
	Iteration 24Q: 3 clusters Score -541717.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -541739.062500 Penalty: 4186.287598
	Iteration 25Q: 3 clusters Score -541739.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -541761.875000 Penalty: 4186.287598
	Iteration 26Q: 3 clusters Score -541761.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -541786.187500 Penalty: 4186.287598
	Iteration 27Q: 3 clusters Score -541786.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -541812.062500 Penalty: 4186.287598
	Iteration 28Q: 3 clusters Score -541812.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -541833.812500 Penalty: 4186.287598
	Iteration 29Q: 3 clusters Score -541833.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -541849.812500 Penalty: 4186.287598
	Iteration 30Q: 3 clusters Score -541849.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -541862.687500 Penalty: 4186.287598
	Iteration 31Q: 3 clusters Score -541862.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -541879.000000 Penalty: 4186.287598
	Iteration 32Q: 3 clusters Score -541879 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -541902.375000 Penalty: 4186.287598
	Iteration 33Q: 3 clusters Score -541902.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -541924.437500 Penalty: 4186.287598
	Iteration 34Q: 3 clusters Score -541924.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -541943.750000 Penalty: 4186.287598
	Iteration 35Q: 3 clusters Score -541943.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -541958.562500 Penalty: 4186.287598
	Iteration 36Q: 3 clusters Score -541958.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -541982.062500 Penalty: 4186.287598
	Iteration 37Q: 3 clusters Score -541982.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -541997.375000 Penalty: 4186.287598
	Iteration 38Q: 3 clusters Score -541997.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -542013.375000 Penalty: 4186.287598
	Iteration 39Q: 3 clusters Score -542013.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -542024.437500 Penalty: 4186.287598
	Iteration 40F: 3 clusters Score -542024.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -542035.187500 Penalty: 4186.287598
	Iteration 41Q: 3 clusters Score -542035.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -542046.875000 Penalty: 4186.287598
	Iteration 42Q: 3 clusters Score -542046.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -542060.437500 Penalty: 4186.287598
	Iteration 43Q: 3 clusters Score -542060.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -542076.625000 Penalty: 4186.287598
	Iteration 44Q: 3 clusters Score -542076.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -542102.625000 Penalty: 4186.287598
	Iteration 45Q: 3 clusters Score -542102.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -542138.437500 Penalty: 4186.287598
	Iteration 46Q: 3 clusters Score -542138.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -542169.562500 Penalty: 4186.287598
	Iteration 47Q: 3 clusters Score -542169.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -542202.062500 Penalty: 4186.287598
	Iteration 48Q: 3 clusters Score -542202.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -542227.687500 Penalty: 4186.287598
	Iteration 49Q: 3 clusters Score -542227.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -542252.500000 Penalty: 4186.287598
	Iteration 50Q: 3 clusters Score -542252.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -542271.062500 Penalty: 4186.287598
	Iteration 51Q: 3 clusters Score -542271.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -542285.625000 Penalty: 4186.287598
	Iteration 52Q: 3 clusters Score -542285.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -542302.812500 Penalty: 4186.287598
	Iteration 53Q: 3 clusters Score -542302.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -542316.687500 Penalty: 4186.287598
	Iteration 54Q: 3 clusters Score -542316.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -542326.437500 Penalty: 4186.287598
	Iteration 55Q: 3 clusters Score -542326.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -542334.187500 Penalty: 4186.287598
	Iteration 56Q: 3 clusters Score -542334.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -542344.812500 Penalty: 4186.287598
	Iteration 57Q: 3 clusters Score -542344.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -542354.250000 Penalty: 4186.287598
	Iteration 58Q: 3 clusters Score -542354.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -542360.437500 Penalty: 4186.287598
	Iteration 59Q: 3 clusters Score -542360.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -542365.062500 Penalty: 4186.287598
	Iteration 60F: 3 clusters Score -542365.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -542367.812500 Penalty: 4186.287598
	Iteration 61Q: 3 clusters Score -542367.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -542370.375000 Penalty: 4186.287598
	Iteration 62Q: 3 clusters Score -542370.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -542372.750000 Penalty: 4186.287598
	Iteration 63Q: 3 clusters Score -542372.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -542373.937500 Penalty: 4186.287598
	Iteration 64Q: 3 clusters Score -542373.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -542373.937500 Penalty: 4186.287598
	Iteration 65F: 3 clusters Score -542373.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Entering Unmasked Estep 
Score: -39579.390625 Penalty: 1489.575684
	Iteration 0F: 2 clusters Score -39579.39 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38202.203125 Penalty: 2979.151367
	Iteration 0F: 3 clusters Score -38202.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -38359.843750 Penalty: 2979.151367
	Iteration 1F: 3 clusters Score -38359.84 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -38414.382812 Penalty: 2979.151367
	Iteration 2Q: 3 clusters Score -38414.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38440.214844 Penalty: 2979.151367
	Iteration 3Q: 3 clusters Score -38440.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38462.957031 Penalty: 2979.151367
	Iteration 4Q: 3 clusters Score -38462.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -38475.058594 Penalty: 2979.151367
	Iteration 5Q: 3 clusters Score -38475.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38488.125000 Penalty: 2979.151367
	Iteration 6Q: 3 clusters Score -38488.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38489.250000 Penalty: 2979.151367
	Iteration 7Q: 3 clusters Score -38489.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38489.566406 Penalty: 2979.151367
	Iteration 8Q: 3 clusters Score -38489.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38493.410156 Penalty: 2979.151367
	Iteration 9Q: 3 clusters Score -38493.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38493.410156 Penalty: 2979.151367
	Iteration 10F: 3 clusters Score -38493.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (89078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89078 members 
Entering Unmasked Estep 
Score: -10858782.000000 Penalty: 2826.522217
	Iteration 0F: 2 clusters Score -1.085878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 44534 members 
Entering Unmasked Estep 
Score: -10799204.000000 Penalty: 5653.044434
	Iteration 0F: 3 clusters Score -1.07992e+07 nChanged 42075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -10822827.000000 Penalty: 5653.044434
	Iteration 1F: 3 clusters Score -1.082283e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 45473 members 
Entering Unmasked Estep 
Score: -10823419.000000 Penalty: 5653.044434
	Iteration 2Q: 3 clusters Score -1.082342e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -10824075.000000 Penalty: 5653.044434
	Iteration 3Q: 3 clusters Score -1.082408e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42575 members 
Mstep: Class 2 contains 46503 members 
Entering Unmasked Estep 
Score: -10824771.000000 Penalty: 5653.044434
	Iteration 4Q: 3 clusters Score -1.082477e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 47356 members 
Entering Unmasked Estep 
Score: -10825516.000000 Penalty: 5653.044434
	Iteration 5Q: 3 clusters Score -1.082552e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 48558 members 
Entering Unmasked Estep 
Score: -10826422.000000 Penalty: 5653.044434
	Iteration 6Q: 3 clusters Score -1.082642e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 50205 members 
Entering Unmasked Estep 
Score: -10827479.000000 Penalty: 5653.044434
	Iteration 7Q: 3 clusters Score -1.082748e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -10828897.000000 Penalty: 5653.044434
	Iteration 8Q: 3 clusters Score -1.08289e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -10830980.000000 Penalty: 5653.044434
	Iteration 9Q: 3 clusters Score -1.083098e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 58662 members 
Entering Unmasked Estep 
Score: -10834139.000000 Penalty: 5653.044434
	Iteration 10F: 3 clusters Score -1.083414e+07 nChanged 5628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 62868 members 
Entering Unmasked Estep 
Score: -10838374.000000 Penalty: 5653.044434
	Iteration 11F: 3 clusters Score -1.083837e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22143 members 
Mstep: Class 2 contains 66935 members 
Entering Unmasked Estep 
Score: -10843039.000000 Penalty: 5653.044434
	Iteration 12F: 3 clusters Score -1.084304e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 70056 members 
Entering Unmasked Estep 
Score: -10847192.000000 Penalty: 5653.044434
	Iteration 13F: 3 clusters Score -1.084719e+07 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 72096 members 
Entering Unmasked Estep 
Score: -10849623.000000 Penalty: 5653.044434
	Iteration 14Q: 3 clusters Score -1.084962e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 73541 members 
Entering Unmasked Estep 
Score: -10850775.000000 Penalty: 5653.044434
	Iteration 15Q: 3 clusters Score -1.085078e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 74813 members 
Entering Unmasked Estep 
Score: -10851564.000000 Penalty: 5653.044434
	Iteration 16Q: 3 clusters Score -1.085156e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 75978 members 
Entering Unmasked Estep 
Score: -10852201.000000 Penalty: 5653.044434
	Iteration 17Q: 3 clusters Score -1.08522e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 77061 members 
Entering Unmasked Estep 
Score: -10852715.000000 Penalty: 5653.044434
	Iteration 18Q: 3 clusters Score -1.085272e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -10853172.000000 Penalty: 5653.044434
	Iteration 19Q: 3 clusters Score -1.085317e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 78915 members 
Entering Unmasked Estep 
Score: -10853502.000000 Penalty: 5653.044434
	Iteration 20F: 3 clusters Score -1.08535e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 79714 members 
Entering Unmasked Estep 
Score: -10853789.000000 Penalty: 5653.044434
	Iteration 21Q: 3 clusters Score -1.085379e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 80396 members 
Entering Unmasked Estep 
Score: -10854075.000000 Penalty: 5653.044434
	Iteration 22Q: 3 clusters Score -1.085408e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 81095 members 
Entering Unmasked Estep 
Score: -10854285.000000 Penalty: 5653.044434
	Iteration 23Q: 3 clusters Score -1.085428e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 81728 members 
Entering Unmasked Estep 
Score: -10854536.000000 Penalty: 5653.044434
	Iteration 24Q: 3 clusters Score -1.085454e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -10854757.000000 Penalty: 5653.044434
	Iteration 25Q: 3 clusters Score -1.085476e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 82850 members 
Entering Unmasked Estep 
Score: -10854949.000000 Penalty: 5653.044434
	Iteration 26Q: 3 clusters Score -1.085495e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 83304 members 
Entering Unmasked Estep 
Score: -10855112.000000 Penalty: 5653.044434
	Iteration 27Q: 3 clusters Score -1.085511e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 83690 members 
Entering Unmasked Estep 
Score: -10855229.000000 Penalty: 5653.044434
	Iteration 28Q: 3 clusters Score -1.085523e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 84043 members 
Entering Unmasked Estep 
Score: -10855350.000000 Penalty: 5653.044434
	Iteration 29Q: 3 clusters Score -1.085535e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 84373 members 
Entering Unmasked Estep 
Score: -10855491.000000 Penalty: 5653.044434
	Iteration 30Q: 3 clusters Score -1.085549e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 84694 members 
Entering Unmasked Estep 
Score: -10855647.000000 Penalty: 5653.044434
	Iteration 31Q: 3 clusters Score -1.085565e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -10855791.000000 Penalty: 5653.044434
	Iteration 32Q: 3 clusters Score -1.085579e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -10855931.000000 Penalty: 5653.044434
	Iteration 33Q: 3 clusters Score -1.085593e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 85491 members 
Entering Unmasked Estep 
Score: -10856034.000000 Penalty: 5653.044434
	Iteration 34Q: 3 clusters Score -1.085603e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 85721 members 
Entering Unmasked Estep 
Score: -10856071.000000 Penalty: 5653.044434
	Iteration 35Q: 3 clusters Score -1.085607e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 85909 members 
Entering Unmasked Estep 
Score: -10856126.000000 Penalty: 5653.044434
	Iteration 36Q: 3 clusters Score -1.085613e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 86055 members 
Entering Unmasked Estep 
Score: -10856208.000000 Penalty: 5653.044434
	Iteration 37Q: 3 clusters Score -1.085621e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 86182 members 
Entering Unmasked Estep 
Score: -10856273.000000 Penalty: 5653.044434
	Iteration 38Q: 3 clusters Score -1.085627e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 86300 members 
Entering Unmasked Estep 
Score: -10856310.000000 Penalty: 5653.044434
	Iteration 39Q: 3 clusters Score -1.085631e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 86400 members 
Entering Unmasked Estep 
Score: -10856342.000000 Penalty: 5653.044434
	Iteration 40F: 3 clusters Score -1.085634e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 86495 members 
Entering Unmasked Estep 
Score: -10856370.000000 Penalty: 5653.044434
	Iteration 41Q: 3 clusters Score -1.085637e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 86559 members 
Entering Unmasked Estep 
Score: -10856370.000000 Penalty: 5653.044434
	Iteration 42Q: 3 clusters Score -1.085637e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 86623 members 
Entering Unmasked Estep 
Score: -10856400.000000 Penalty: 5653.044434
	Iteration 43Q: 3 clusters Score -1.08564e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 86673 members 
Entering Unmasked Estep 
Score: -10856425.000000 Penalty: 5653.044434
	Iteration 44Q: 3 clusters Score -1.085642e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 86729 members 
Entering Unmasked Estep 
Score: -10856452.000000 Penalty: 5653.044434
	Iteration 45Q: 3 clusters Score -1.085645e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 86778 members 
Entering Unmasked Estep 
Score: -10856471.000000 Penalty: 5653.044434
	Iteration 46Q: 3 clusters Score -1.085647e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 86817 members 
Entering Unmasked Estep 
Score: -10856493.000000 Penalty: 5653.044434
	Iteration 47Q: 3 clusters Score -1.085649e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 86845 members 
Entering Unmasked Estep 
Score: -10856513.000000 Penalty: 5653.044434
	Iteration 48Q: 3 clusters Score -1.085651e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 86865 members 
Entering Unmasked Estep 
Score: -10856510.000000 Penalty: 5653.044434
	Iteration 49Q: 3 clusters Score -1.085651e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 86884 members 
Entering Unmasked Estep 
Score: -10856525.000000 Penalty: 5653.044434
	Iteration 50Q: 3 clusters Score -1.085652e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -10856538.000000 Penalty: 5653.044434
	Iteration 51Q: 3 clusters Score -1.085654e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 86932 members 
Entering Unmasked Estep 
Score: -10856542.000000 Penalty: 5653.044434
	Iteration 52Q: 3 clusters Score -1.085654e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -10856549.000000 Penalty: 5653.044434
	Iteration 53Q: 3 clusters Score -1.085655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 86990 members 
Entering Unmasked Estep 
Score: -10856570.000000 Penalty: 5653.044434
	Iteration 54Q: 3 clusters Score -1.085657e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 87011 members 
Entering Unmasked Estep 
Score: -10856564.000000 Penalty: 5653.044434
	Iteration 55Q: 3 clusters Score -1.085656e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 87031 members 
Entering Unmasked Estep 
Score: -10856566.000000 Penalty: 5653.044434
	Iteration 56Q: 3 clusters Score -1.085657e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 87045 members 
Entering Unmasked Estep 
Score: -10856562.000000 Penalty: 5653.044434
	Iteration 57Q: 3 clusters Score -1.085656e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 87061 members 
Entering Unmasked Estep 
Score: -10856546.000000 Penalty: 5653.044434
	Iteration 58Q: 3 clusters Score -1.085655e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 87068 members 
Entering Unmasked Estep 
Score: -10856547.000000 Penalty: 5653.044434
	Iteration 59Q: 3 clusters Score -1.085655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 87076 members 
Entering Unmasked Estep 
Score: -10856550.000000 Penalty: 5653.044434
	Iteration 60F: 3 clusters Score -1.085655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 87087 members 
Entering Unmasked Estep 
Score: -10856541.000000 Penalty: 5653.044434
	Iteration 61Q: 3 clusters Score -1.085654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 87091 members 
Entering Unmasked Estep 
Score: -10856548.000000 Penalty: 5653.044434
	Iteration 62Q: 3 clusters Score -1.085655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 87095 members 
Entering Unmasked Estep 
Score: -10856545.000000 Penalty: 5653.044434
	Iteration 63Q: 3 clusters Score -1.085654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 87097 members 
Entering Unmasked Estep 
Score: -10856549.000000 Penalty: 5653.044434
	Iteration 64Q: 3 clusters Score -1.085655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 87098 members 
Entering Unmasked Estep 
Score: -10856549.000000 Penalty: 5653.044434
	Iteration 65Q: 3 clusters Score -1.085655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -10856545.000000 Penalty: 5653.044434
	Iteration 66Q: 3 clusters Score -1.085654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 87100 members 
Entering Unmasked Estep 
Score: -10856549.000000 Penalty: 5653.044434
	Iteration 67Q: 3 clusters Score -1.085655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -10856548.000000 Penalty: 5653.044434
	Iteration 68Q: 3 clusters Score -1.085655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -10856547.000000 Penalty: 5653.044434
	Iteration 69Q: 3 clusters Score -1.085655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 87101 members 
Entering Unmasked Estep 
Score: -10856549.000000 Penalty: 5653.044434
	Iteration 70Q: 3 clusters Score -1.085655e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 87102 members 
Entering Unmasked Estep 
Score: -10856545.000000 Penalty: 5653.044434
	Iteration 71Q: 3 clusters Score -1.085654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 87105 members 
Entering Unmasked Estep 
Score: -10856555.000000 Penalty: 5653.044434
	Iteration 72Q: 3 clusters Score -1.085656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -10856551.000000 Penalty: 5653.044434
	Iteration 73Q: 3 clusters Score -1.085655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 87116 members 
Entering Unmasked Estep 
Score: -10856549.000000 Penalty: 5653.044434
	Iteration 74Q: 3 clusters Score -1.085655e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 87122 members 
Entering Unmasked Estep 
Score: -10856552.000000 Penalty: 5653.044434
	Iteration 75Q: 3 clusters Score -1.085655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 87127 members 
Entering Unmasked Estep 
Score: -10856555.000000 Penalty: 5653.044434
	Iteration 76Q: 3 clusters Score -1.085656e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 87131 members 
Entering Unmasked Estep 
Score: -10856560.000000 Penalty: 5653.044434
	Iteration 77Q: 3 clusters Score -1.085656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 87136 members 
Entering Unmasked Estep 
Score: -10856561.000000 Penalty: 5653.044434
	Iteration 78Q: 3 clusters Score -1.085656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 87142 members 
Entering Unmasked Estep 
Score: -10856554.000000 Penalty: 5653.044434
	Iteration 79Q: 3 clusters Score -1.085655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 87147 members 
Entering Unmasked Estep 
Score: -10856559.000000 Penalty: 5653.044434
	Iteration 80F: 3 clusters Score -1.085656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 87148 members 
Entering Unmasked Estep 
Score: -10856560.000000 Penalty: 5653.044434
	Iteration 81Q: 3 clusters Score -1.085656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 87151 members 
Entering Unmasked Estep 
Score: -10856554.000000 Penalty: 5653.044434
	Iteration 82Q: 3 clusters Score -1.085655e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 87155 members 
Entering Unmasked Estep 
Score: -10856563.000000 Penalty: 5653.044434
	Iteration 83Q: 3 clusters Score -1.085656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 87158 members 
Entering Unmasked Estep 
Score: -10856564.000000 Penalty: 5653.044434
	Iteration 84Q: 3 clusters Score -1.085656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 87160 members 
Entering Unmasked Estep 
Score: -10856564.000000 Penalty: 5653.044434
	Iteration 85Q: 3 clusters Score -1.085656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 87162 members 
Entering Unmasked Estep 
Score: -10856564.000000 Penalty: 5653.044434
	Iteration 86Q: 3 clusters Score -1.085656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -10856565.000000 Penalty: 5653.044434
	Iteration 87Q: 3 clusters Score -1.085656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -10856566.000000 Penalty: 5653.044434
	Iteration 88Q: 3 clusters Score -1.085657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -10856563.000000 Penalty: 5653.044434
	Iteration 89Q: 3 clusters Score -1.085656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 87166 members 
Entering Unmasked Estep 
Score: -10856563.000000 Penalty: 5653.044434
	Iteration 90F: 3 clusters Score -1.085656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Entering Unmasked Estep 
Score: -684445.875000 Penalty: 2139.081787
	Iteration 0F: 2 clusters Score -684445.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -679558.812500 Penalty: 4278.163574
	Iteration 0F: 3 clusters Score -679558.8 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -680757.625000 Penalty: 4278.163574
	Iteration 1F: 3 clusters Score -680757.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -680975.750000 Penalty: 4278.163574
	Iteration 2F: 3 clusters Score -680975.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -681119.250000 Penalty: 4278.163574
	Iteration 3Q: 3 clusters Score -681119.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -681207.812500 Penalty: 4278.163574
	Iteration 4Q: 3 clusters Score -681207.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -681285.875000 Penalty: 4278.163574
	Iteration 5Q: 3 clusters Score -681285.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -681352.812500 Penalty: 4278.163574
	Iteration 6Q: 3 clusters Score -681352.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -681429.437500 Penalty: 4278.163574
	Iteration 7Q: 3 clusters Score -681429.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -681519.750000 Penalty: 4278.163574
	Iteration 8Q: 3 clusters Score -681519.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -681601.500000 Penalty: 4278.163574
	Iteration 9Q: 3 clusters Score -681601.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -681678.875000 Penalty: 4278.163574
	Iteration 10Q: 3 clusters Score -681678.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -681752.625000 Penalty: 4278.163574
	Iteration 11Q: 3 clusters Score -681752.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -681828.562500 Penalty: 4278.163574
	Iteration 12Q: 3 clusters Score -681828.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -681902.562500 Penalty: 4278.163574
	Iteration 13Q: 3 clusters Score -681902.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -681973.687500 Penalty: 4278.163574
	Iteration 14Q: 3 clusters Score -681973.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -682038.437500 Penalty: 4278.163574
	Iteration 15Q: 3 clusters Score -682038.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -682112.187500 Penalty: 4278.163574
	Iteration 16Q: 3 clusters Score -682112.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -682173.125000 Penalty: 4278.163574
	Iteration 17Q: 3 clusters Score -682173.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -682240.250000 Penalty: 4278.163574
	Iteration 18Q: 3 clusters Score -682240.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -682316.500000 Penalty: 4278.163574
	Iteration 19Q: 3 clusters Score -682316.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -682372.000000 Penalty: 4278.163574
	Iteration 20F: 3 clusters Score -682372 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -682416.750000 Penalty: 4278.163574
	Iteration 21Q: 3 clusters Score -682416.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -682469.187500 Penalty: 4278.163574
	Iteration 22Q: 3 clusters Score -682469.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -682498.000000 Penalty: 4278.163574
	Iteration 23Q: 3 clusters Score -682498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -682518.500000 Penalty: 4278.163574
	Iteration 24Q: 3 clusters Score -682518.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -682535.437500 Penalty: 4278.163574
	Iteration 25Q: 3 clusters Score -682535.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -682544.500000 Penalty: 4278.163574
	Iteration 26Q: 3 clusters Score -682544.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -682550.125000 Penalty: 4278.163574
	Iteration 27Q: 3 clusters Score -682550.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -682556.562500 Penalty: 4278.163574
	Iteration 28Q: 3 clusters Score -682556.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -682563.375000 Penalty: 4278.163574
	Iteration 29Q: 3 clusters Score -682563.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -682570.750000 Penalty: 4278.163574
	Iteration 30Q: 3 clusters Score -682570.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -682584.375000 Penalty: 4278.163574
	Iteration 31Q: 3 clusters Score -682584.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -682597.562500 Penalty: 4278.163574
	Iteration 32Q: 3 clusters Score -682597.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -682604.562500 Penalty: 4278.163574
	Iteration 33Q: 3 clusters Score -682604.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -682608.625000 Penalty: 4278.163574
	Iteration 34Q: 3 clusters Score -682608.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -682611.000000 Penalty: 4278.163574
	Iteration 35Q: 3 clusters Score -682611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -682620.625000 Penalty: 4278.163574
	Iteration 36Q: 3 clusters Score -682620.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -682622.562500 Penalty: 4278.163574
	Iteration 37Q: 3 clusters Score -682622.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -682623.437500 Penalty: 4278.163574
	Iteration 38Q: 3 clusters Score -682623.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -682624.500000 Penalty: 4278.163574
	Iteration 39Q: 3 clusters Score -682624.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -682624.500000 Penalty: 4278.163574
	Iteration 40F: 3 clusters Score -682624.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Entering Unmasked Estep 
Score: -913419.562500 Penalty: 2216.104004
	Iteration 0F: 2 clusters Score -913419.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -907319.625000 Penalty: 4432.208008
	Iteration 0F: 3 clusters Score -907319.6 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -909069.625000 Penalty: 4432.208008
	Iteration 1F: 3 clusters Score -909069.6 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -909525.312500 Penalty: 4432.208008
	Iteration 2F: 3 clusters Score -909525.3 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -909873.562500 Penalty: 4432.208008
	Iteration 3F: 3 clusters Score -909873.6 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -910189.187500 Penalty: 4432.208008
	Iteration 4F: 3 clusters Score -910189.2 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -910495.625000 Penalty: 4432.208008
	Iteration 5F: 3 clusters Score -910495.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -910770.625000 Penalty: 4432.208008
	Iteration 6Q: 3 clusters Score -910770.6 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -910999.375000 Penalty: 4432.208008
	Iteration 7Q: 3 clusters Score -910999.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -911156.937500 Penalty: 4432.208008
	Iteration 8Q: 3 clusters Score -911156.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -911275.375000 Penalty: 4432.208008
	Iteration 9Q: 3 clusters Score -911275.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -911352.750000 Penalty: 4432.208008
	Iteration 10Q: 3 clusters Score -911352.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -911410.937500 Penalty: 4432.208008
	Iteration 11Q: 3 clusters Score -911410.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -911479.625000 Penalty: 4432.208008
	Iteration 12Q: 3 clusters Score -911479.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -911534.812500 Penalty: 4432.208008
	Iteration 13Q: 3 clusters Score -911534.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -911573.687500 Penalty: 4432.208008
	Iteration 14Q: 3 clusters Score -911573.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -911597.125000 Penalty: 4432.208008
	Iteration 15Q: 3 clusters Score -911597.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -911617.562500 Penalty: 4432.208008
	Iteration 16Q: 3 clusters Score -911617.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -911639.062500 Penalty: 4432.208008
	Iteration 17Q: 3 clusters Score -911639.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -911655.375000 Penalty: 4432.208008
	Iteration 18Q: 3 clusters Score -911655.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -911672.125000 Penalty: 4432.208008
	Iteration 19Q: 3 clusters Score -911672.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -911683.437500 Penalty: 4432.208008
	Iteration 20F: 3 clusters Score -911683.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -911696.750000 Penalty: 4432.208008
	Iteration 21Q: 3 clusters Score -911696.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -911705.875000 Penalty: 4432.208008
	Iteration 22Q: 3 clusters Score -911705.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -911712.312500 Penalty: 4432.208008
	Iteration 23Q: 3 clusters Score -911712.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -911722.750000 Penalty: 4432.208008
	Iteration 24Q: 3 clusters Score -911722.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -911732.437500 Penalty: 4432.208008
	Iteration 25Q: 3 clusters Score -911732.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -911742.687500 Penalty: 4432.208008
	Iteration 26Q: 3 clusters Score -911742.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -911753.437500 Penalty: 4432.208008
	Iteration 27Q: 3 clusters Score -911753.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -911759.187500 Penalty: 4432.208008
	Iteration 28Q: 3 clusters Score -911759.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -911766.437500 Penalty: 4432.208008
	Iteration 29Q: 3 clusters Score -911766.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -911769.812500 Penalty: 4432.208008
	Iteration 30Q: 3 clusters Score -911769.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -911774.937500 Penalty: 4432.208008
	Iteration 31Q: 3 clusters Score -911774.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -911777.812500 Penalty: 4432.208008
	Iteration 32Q: 3 clusters Score -911777.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -911778.312500 Penalty: 4432.208008
	Iteration 33Q: 3 clusters Score -911778.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -911779.000000 Penalty: 4432.208008
	Iteration 34Q: 3 clusters Score -911779 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -911779.687500 Penalty: 4432.208008
	Iteration 35Q: 3 clusters Score -911779.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -911781.062500 Penalty: 4432.208008
	Iteration 36Q: 3 clusters Score -911781.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -911779.625000 Penalty: 4432.208008
	Iteration 37Q: 3 clusters Score -911779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -911779.125000 Penalty: 4432.208008
	Iteration 38Q: 3 clusters Score -911779.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -911779.125000 Penalty: 4432.208008
	Iteration 39F: 3 clusters Score -911779.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (6276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Entering Unmasked Estep 
Score: -771100.062500 Penalty: 2168.633057
	Iteration 0F: 2 clusters Score -771100.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -765787.625000 Penalty: 4337.266113
	Iteration 0F: 3 clusters Score -765787.6 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -767094.625000 Penalty: 4337.266113
	Iteration 1F: 3 clusters Score -767094.6 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -767299.312500 Penalty: 4337.266113
	Iteration 2F: 3 clusters Score -767299.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -767409.125000 Penalty: 4337.266113
	Iteration 3Q: 3 clusters Score -767409.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -767480.187500 Penalty: 4337.266113
	Iteration 4Q: 3 clusters Score -767480.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -767526.250000 Penalty: 4337.266113
	Iteration 5Q: 3 clusters Score -767526.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -767562.687500 Penalty: 4337.266113
	Iteration 6Q: 3 clusters Score -767562.7 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -767608.875000 Penalty: 4337.266113
	Iteration 7Q: 3 clusters Score -767608.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -767654.437500 Penalty: 4337.266113
	Iteration 8Q: 3 clusters Score -767654.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -767700.437500 Penalty: 4337.266113
	Iteration 9Q: 3 clusters Score -767700.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -767740.687500 Penalty: 4337.266113
	Iteration 10Q: 3 clusters Score -767740.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -767788.375000 Penalty: 4337.266113
	Iteration 11Q: 3 clusters Score -767788.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -767845.625000 Penalty: 4337.266113
	Iteration 12Q: 3 clusters Score -767845.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -767909.187500 Penalty: 4337.266113
	Iteration 13Q: 3 clusters Score -767909.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -767972.500000 Penalty: 4337.266113
	Iteration 14Q: 3 clusters Score -767972.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -768035.375000 Penalty: 4337.266113
	Iteration 15Q: 3 clusters Score -768035.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -768099.437500 Penalty: 4337.266113
	Iteration 16Q: 3 clusters Score -768099.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -768188.750000 Penalty: 4337.266113
	Iteration 17Q: 3 clusters Score -768188.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -768301.687500 Penalty: 4337.266113
	Iteration 18Q: 3 clusters Score -768301.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -768436.562500 Penalty: 4337.266113
	Iteration 19Q: 3 clusters Score -768436.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -768554.875000 Penalty: 4337.266113
	Iteration 20F: 3 clusters Score -768554.9 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -768671.812500 Penalty: 4337.266113
	Iteration 21Q: 3 clusters Score -768671.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -768783.750000 Penalty: 4337.266113
	Iteration 22Q: 3 clusters Score -768783.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -768878.187500 Penalty: 4337.266113
	Iteration 23Q: 3 clusters Score -768878.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -768955.187500 Penalty: 4337.266113
	Iteration 24Q: 3 clusters Score -768955.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -769023.750000 Penalty: 4337.266113
	Iteration 25Q: 3 clusters Score -769023.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -769075.875000 Penalty: 4337.266113
	Iteration 26Q: 3 clusters Score -769075.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -769115.375000 Penalty: 4337.266113
	Iteration 27Q: 3 clusters Score -769115.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -769138.125000 Penalty: 4337.266113
	Iteration 28Q: 3 clusters Score -769138.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -769153.937500 Penalty: 4337.266113
	Iteration 29Q: 3 clusters Score -769153.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -769163.250000 Penalty: 4337.266113
	Iteration 30Q: 3 clusters Score -769163.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -769176.000000 Penalty: 4337.266113
	Iteration 31Q: 3 clusters Score -769176 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -769183.187500 Penalty: 4337.266113
	Iteration 32Q: 3 clusters Score -769183.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -769187.375000 Penalty: 4337.266113
	Iteration 33Q: 3 clusters Score -769187.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -769193.000000 Penalty: 4337.266113
	Iteration 34Q: 3 clusters Score -769193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -769200.875000 Penalty: 4337.266113
	Iteration 35Q: 3 clusters Score -769200.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -769201.625000 Penalty: 4337.266113
	Iteration 36Q: 3 clusters Score -769201.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -769203.187500 Penalty: 4337.266113
	Iteration 37Q: 3 clusters Score -769203.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -769205.000000 Penalty: 4337.266113
	Iteration 38Q: 3 clusters Score -769205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -769209.187500 Penalty: 4337.266113
	Iteration 39Q: 3 clusters Score -769209.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -769210.312500 Penalty: 4337.266113
	Iteration 40F: 3 clusters Score -769210.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -769211.625000 Penalty: 4337.266113
	Iteration 41Q: 3 clusters Score -769211.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -769215.312500 Penalty: 4337.266113
	Iteration 42Q: 3 clusters Score -769215.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -769219.250000 Penalty: 4337.266113
	Iteration 43Q: 3 clusters Score -769219.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -769222.125000 Penalty: 4337.266113
	Iteration 44Q: 3 clusters Score -769222.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -769225.000000 Penalty: 4337.266113
	Iteration 45Q: 3 clusters Score -769225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -769225.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -769225.437500 Penalty: 4337.266113
	Iteration 47Q: 3 clusters Score -769225.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -769225.437500 Penalty: 4337.266113
	Iteration 48F: 3 clusters Score -769225.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 272649 members 
Mstep: Class 3 contains 26838 members 
Mstep: Class 4 contains 31324 members 
Mstep: Class 5 contains 50511 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 183226 members 
Mstep: Class 11 contains 4629 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 89078 members 
Mstep: Class 14 contains 5571 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 6276 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 14 clusters Score -8.108834e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 272289 members 
Mstep: Class 3 contains 26853 members 
Mstep: Class 4 contains 31316 members 
Mstep: Class 5 contains 50505 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 183327 members 
Mstep: Class 11 contains 4631 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 89287 members 
Mstep: Class 14 contains 5571 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 6324 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 120F: 14 clusters Score -8.108818e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 271966 members 
Mstep: Class 3 contains 26853 members 
Mstep: Class 4 contains 31314 members 
Mstep: Class 5 contains 50497 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 183428 members 
Mstep: Class 11 contains 4631 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 89458 members 
Mstep: Class 14 contains 5581 members 
Mstep: Class 19 contains 7603 members 
Mstep: Class 20 contains 6372 members 
Entering Unmasked Estep 
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Iteration 121Q: 14 clusters Score -8.108806e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 271644 members 
Mstep: Class 3 contains 26863 members 
Mstep: Class 4 contains 31310 members 
Mstep: Class 5 contains 50482 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 7 contains 183516 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 89659 members 
Mstep: Class 14 contains 5586 members 
Mstep: Class 19 contains 7605 members 
Mstep: Class 20 contains 6419 members 
Entering Unmasked Estep 
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Iteration 122Q: 14 clusters Score -8.108788e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 271364 members 
Mstep: Class 3 contains 26868 members 
Mstep: Class 4 contains 31308 members 
Mstep: Class 5 contains 50467 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 183595 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 89821 members 
Mstep: Class 14 contains 5581 members 
Mstep: Class 19 contains 7600 members 
Mstep: Class 20 contains 6485 members 
Entering Unmasked Estep 
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Iteration 123Q: 14 clusters Score -8.108775e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 271057 members 
Mstep: Class 3 contains 26877 members 
Mstep: Class 4 contains 31310 members 
Mstep: Class 5 contains 50455 members 
Mstep: Class 6 contains 3743 members 
Mstep: Class 7 contains 183651 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 89995 members 
Mstep: Class 14 contains 5577 members 
Mstep: Class 19 contains 7616 members 
Mstep: Class 20 contains 6550 members 
Entering Unmasked Estep 
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Iteration 124Q: 14 clusters Score -8.108782e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 270747 members 
Mstep: Class 3 contains 26887 members 
Mstep: Class 4 contains 31309 members 
Mstep: Class 5 contains 50438 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 183744 members 
Mstep: Class 11 contains 4622 members 
Mstep: Class 12 contains 406 members 
Mstep: Class 13 contains 90156 members 
Mstep: Class 14 contains 5574 members 
Mstep: Class 19 contains 7624 members 
Mstep: Class 20 contains 6615 members 
Entering Unmasked Estep 
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Iteration 125Q: 14 clusters Score -8.108784e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 270406 members 
Mstep: Class 3 contains 26896 members 
Mstep: Class 4 contains 31307 members 
Mstep: Class 5 contains 50434 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 183850 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 405 members 
Mstep: Class 13 contains 90319 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 6674 members 
Entering Unmasked Estep 
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Iteration 126Q: 14 clusters Score -8.108807e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 270091 members 
Mstep: Class 3 contains 26900 members 
Mstep: Class 4 contains 31309 members 
Mstep: Class 5 contains 50405 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 183930 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 90499 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 6740 members 
Entering Unmasked Estep 
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Iteration 127Q: 14 clusters Score -8.108812e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 269757 members 
Mstep: Class 3 contains 26897 members 
Mstep: Class 4 contains 31318 members 
Mstep: Class 5 contains 50386 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 183996 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 90713 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 6799 members 
Entering Unmasked Estep 
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Iteration 128Q: 14 clusters Score -8.108824e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 269408 members 
Mstep: Class 3 contains 26895 members 
Mstep: Class 4 contains 31318 members 
Mstep: Class 5 contains 50378 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 184085 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 90914 members 
Mstep: Class 14 contains 5587 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 6862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 129Q: 14 clusters Score -8.10882e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 269083 members 
Mstep: Class 3 contains 26898 members 
Mstep: Class 4 contains 31314 members 
Mstep: Class 5 contains 50375 members 
Mstep: Class 6 contains 3751 members 
Mstep: Class 7 contains 184147 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 91123 members 
Mstep: Class 14 contains 5575 members 
Mstep: Class 19 contains 7631 members 
Mstep: Class 20 contains 6932 members 
Entering Unmasked Estep 
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Iteration 130Q: 14 clusters Score -8.108816e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 268714 members 
Mstep: Class 3 contains 26906 members 
Mstep: Class 4 contains 31321 members 
Mstep: Class 5 contains 50359 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 7 contains 184195 members 
Mstep: Class 11 contains 4624 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 91359 members 
Mstep: Class 14 contains 5576 members 
Mstep: Class 19 contains 7632 members 
Mstep: Class 20 contains 7012 members 
Entering Unmasked Estep 
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Iteration 131Q: 14 clusters Score -8.108825e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 268338 members 
Mstep: Class 3 contains 26907 members 
Mstep: Class 4 contains 31332 members 
Mstep: Class 5 contains 50348 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 7 contains 184244 members 
Mstep: Class 11 contains 4625 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 91592 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 19 contains 7639 members 
Mstep: Class 20 contains 7089 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 132Q: 14 clusters Score -8.108821e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 267960 members 
Mstep: Class 3 contains 26905 members 
Mstep: Class 4 contains 31337 members 
Mstep: Class 5 contains 50324 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 184286 members 
Mstep: Class 11 contains 4624 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 91882 members 
Mstep: Class 14 contains 5582 members 
Mstep: Class 19 contains 7643 members 
Mstep: Class 20 contains 7152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088264.000000 Penalty: 43318.621094
Iteration 133Q: 14 clusters Score -8.108826e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 267580 members 
Mstep: Class 3 contains 26901 members 
Mstep: Class 4 contains 31335 members 
Mstep: Class 5 contains 50297 members 
Mstep: Class 6 contains 3757 members 
Mstep: Class 7 contains 184331 members 
Mstep: Class 11 contains 4624 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 92191 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 19 contains 7642 members 
Mstep: Class 20 contains 7212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088064.000000 Penalty: 43318.621094
Iteration 134Q: 14 clusters Score -8.108806e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 267209 members 
Mstep: Class 3 contains 26895 members 
Mstep: Class 4 contains 31334 members 
Mstep: Class 5 contains 50271 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 184392 members 
Mstep: Class 11 contains 4623 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 92482 members 
Mstep: Class 14 contains 5582 members 
Mstep: Class 19 contains 7636 members 
Mstep: Class 20 contains 7269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087824.000000 Penalty: 43318.621094
Iteration 135Q: 14 clusters Score -8.108782e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 266813 members 
Mstep: Class 3 contains 26897 members 
Mstep: Class 4 contains 31328 members 
Mstep: Class 5 contains 50252 members 
Mstep: Class 6 contains 3760 members 
Mstep: Class 7 contains 184433 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 92811 members 
Mstep: Class 14 contains 5582 members 
Mstep: Class 19 contains 7634 members 
Mstep: Class 20 contains 7322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087880.000000 Penalty: 43318.621094
Iteration 136Q: 14 clusters Score -8.108788e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 266466 members 
Mstep: Class 3 contains 26902 members 
Mstep: Class 4 contains 31322 members 
Mstep: Class 5 contains 50242 members 
Mstep: Class 6 contains 3762 members 
Mstep: Class 7 contains 184466 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 93099 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 19 contains 7629 members 
Mstep: Class 20 contains 7374 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 14 clusters Score -8.108778e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 266101 members 
Mstep: Class 3 contains 26911 members 
Mstep: Class 4 contains 31315 members 
Mstep: Class 5 contains 50225 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 184491 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 93393 members 
Mstep: Class 14 contains 5582 members 
Mstep: Class 19 contains 7622 members 
Mstep: Class 20 contains 7435 members 
Entering Unmasked Estep 
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Iteration 138Q: 14 clusters Score -8.108773e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 265751 members 
Mstep: Class 3 contains 26929 members 
Mstep: Class 4 contains 31301 members 
Mstep: Class 5 contains 50209 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 184490 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 93698 members 
Mstep: Class 14 contains 5582 members 
Mstep: Class 19 contains 7614 members 
Mstep: Class 20 contains 7503 members 
Entering Unmasked Estep 
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Iteration 139Q: 14 clusters Score -8.10878e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 265424 members 
Mstep: Class 3 contains 26938 members 
Mstep: Class 4 contains 31295 members 
Mstep: Class 5 contains 50185 members 
Mstep: Class 6 contains 3764 members 
Mstep: Class 7 contains 184482 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 93998 members 
Mstep: Class 14 contains 5584 members 
Mstep: Class 19 contains 7599 members 
Mstep: Class 20 contains 7575 members 
Entering Unmasked Estep 
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Iteration 140F: 14 clusters Score -8.108799e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 265067 members 
Mstep: Class 3 contains 26943 members 
Mstep: Class 4 contains 31287 members 
Mstep: Class 5 contains 50168 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 184534 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 94279 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 19 contains 7587 members 
Mstep: Class 20 contains 7634 members 
Entering Unmasked Estep 
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Iteration 141Q: 14 clusters Score -8.108791e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 264727 members 
Mstep: Class 3 contains 26943 members 
Mstep: Class 4 contains 31277 members 
Mstep: Class 5 contains 50147 members 
Mstep: Class 6 contains 3765 members 
Mstep: Class 7 contains 184578 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 94549 members 
Mstep: Class 14 contains 5583 members 
Mstep: Class 19 contains 7578 members 
Mstep: Class 20 contains 7698 members 
Entering Unmasked Estep 
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Iteration 142Q: 14 clusters Score -8.108788e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 264432 members 
Mstep: Class 3 contains 26940 members 
Mstep: Class 4 contains 31275 members 
Mstep: Class 5 contains 50123 members 
Mstep: Class 6 contains 3759 members 
Mstep: Class 7 contains 184570 members 
Mstep: Class 11 contains 4607 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 94826 members 
Mstep: Class 14 contains 5578 members 
Mstep: Class 19 contains 7577 members 
Mstep: Class 20 contains 7766 members 
Entering Unmasked Estep 
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Iteration 143Q: 14 clusters Score -8.108796e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 264138 members 
Mstep: Class 3 contains 26930 members 
Mstep: Class 4 contains 31271 members 
Mstep: Class 5 contains 50091 members 
Mstep: Class 6 contains 3758 members 
Mstep: Class 7 contains 184574 members 
Mstep: Class 11 contains 4604 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 95113 members 
Mstep: Class 14 contains 5580 members 
Mstep: Class 19 contains 7571 members 
Mstep: Class 20 contains 7822 members 
Entering Unmasked Estep 
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Iteration 144Q: 14 clusters Score -8.108804e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 263835 members 
Mstep: Class 3 contains 26930 members 
Mstep: Class 4 contains 31267 members 
Mstep: Class 5 contains 50063 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 7 contains 184555 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 95412 members 
Mstep: Class 14 contains 5581 members 
Mstep: Class 19 contains 7558 members 
Mstep: Class 20 contains 7892 members 
Entering Unmasked Estep 
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Score: -81088016.000000 Penalty: 43318.621094
Iteration 145Q: 14 clusters Score -8.108802e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 263496 members 
Mstep: Class 3 contains 26943 members 
Mstep: Class 4 contains 31254 members 
Mstep: Class 5 contains 50038 members 
Mstep: Class 6 contains 3754 members 
Mstep: Class 7 contains 184520 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 95754 members 
Mstep: Class 14 contains 5589 members 
Mstep: Class 19 contains 7548 members 
Mstep: Class 20 contains 7953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088016.000000 Penalty: 43318.621094
Iteration 146Q: 14 clusters Score -8.108802e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 263183 members 
Mstep: Class 3 contains 26949 members 
Mstep: Class 4 contains 31246 members 
Mstep: Class 5 contains 50013 members 
Mstep: Class 6 contains 3747 members 
Mstep: Class 7 contains 184481 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 96077 members 
Mstep: Class 14 contains 5599 members 
Mstep: Class 19 contains 7542 members 
Mstep: Class 20 contains 8014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087992.000000 Penalty: 43318.621094
Iteration 147Q: 14 clusters Score -8.108799e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 262839 members 
Mstep: Class 3 contains 26951 members 
Mstep: Class 4 contains 31238 members 
Mstep: Class 5 contains 49995 members 
Mstep: Class 6 contains 3750 members 
Mstep: Class 7 contains 184411 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 96435 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 19 contains 7543 members 
Mstep: Class 20 contains 8084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087920.000000 Penalty: 43318.621094
Iteration 148Q: 14 clusters Score -8.108792e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 262448 members 
Mstep: Class 3 contains 26959 members 
Mstep: Class 4 contains 31231 members 
Mstep: Class 5 contains 49975 members 
Mstep: Class 6 contains 3746 members 
Mstep: Class 7 contains 184365 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 96825 members 
Mstep: Class 14 contains 5616 members 
Mstep: Class 19 contains 7534 members 
Mstep: Class 20 contains 8153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088024.000000 Penalty: 43318.621094
Iteration 149Q: 14 clusters Score -8.108802e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 262067 members 
Mstep: Class 3 contains 26968 members 
Mstep: Class 4 contains 31223 members 
Mstep: Class 5 contains 49945 members 
Mstep: Class 6 contains 3737 members 
Mstep: Class 7 contains 184338 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 97216 members 
Mstep: Class 14 contains 5627 members 
Mstep: Class 19 contains 7515 members 
Mstep: Class 20 contains 8214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087824.000000 Penalty: 43318.621094
Iteration 150Q: 14 clusters Score -8.108782e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 261698 members 
Mstep: Class 3 contains 26958 members 
Mstep: Class 4 contains 31223 members 
Mstep: Class 5 contains 49915 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 184309 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 97614 members 
Mstep: Class 14 contains 5628 members 
Mstep: Class 19 contains 7497 members 
Mstep: Class 20 contains 8265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087888.000000 Penalty: 43318.621094
Iteration 151Q: 14 clusters Score -8.108789e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 261306 members 
Mstep: Class 3 contains 26951 members 
Mstep: Class 4 contains 31222 members 
Mstep: Class 5 contains 49890 members 
Mstep: Class 6 contains 3745 members 
Mstep: Class 7 contains 184286 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 98028 members 
Mstep: Class 14 contains 5620 members 
Mstep: Class 19 contains 7481 members 
Mstep: Class 20 contains 8315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088000.000000 Penalty: 43318.621094
Iteration 152Q: 14 clusters Score -8.1088e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 260917 members 
Mstep: Class 3 contains 26951 members 
Mstep: Class 4 contains 31220 members 
Mstep: Class 5 contains 49866 members 
Mstep: Class 6 contains 3744 members 
Mstep: Class 7 contains 184252 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 98451 members 
Mstep: Class 14 contains 5609 members 
Mstep: Class 19 contains 7466 members 
Mstep: Class 20 contains 8369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087776.000000 Penalty: 43318.621094
Iteration 153Q: 14 clusters Score -8.108778e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 260486 members 
Mstep: Class 3 contains 26950 members 
Mstep: Class 4 contains 31221 members 
Mstep: Class 5 contains 49847 members 
Mstep: Class 6 contains 3738 members 
Mstep: Class 7 contains 184193 members 
Mstep: Class 11 contains 4608 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 98932 members 
Mstep: Class 14 contains 5605 members 
Mstep: Class 19 contains 7458 members 
Mstep: Class 20 contains 8412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087600.000000 Penalty: 43318.621094
Iteration 154Q: 14 clusters Score -8.10876e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 260087 members 
Mstep: Class 3 contains 26943 members 
Mstep: Class 4 contains 31229 members 
Mstep: Class 5 contains 49831 members 
Mstep: Class 6 contains 3740 members 
Mstep: Class 7 contains 184116 members 
Mstep: Class 11 contains 4610 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 99389 members 
Mstep: Class 14 contains 5601 members 
Mstep: Class 19 contains 7434 members 
Mstep: Class 20 contains 8469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087824.000000 Penalty: 43318.621094
Iteration 155Q: 14 clusters Score -8.108782e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 259689 members 
Mstep: Class 3 contains 26943 members 
Mstep: Class 4 contains 31231 members 
Mstep: Class 5 contains 49811 members 
Mstep: Class 6 contains 3739 members 
Mstep: Class 7 contains 184011 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 99856 members 
Mstep: Class 14 contains 5604 members 
Mstep: Class 19 contains 7420 members 
Mstep: Class 20 contains 8532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087888.000000 Penalty: 43318.621094
Iteration 156Q: 14 clusters Score -8.108789e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 259282 members 
Mstep: Class 3 contains 26934 members 
Mstep: Class 4 contains 31235 members 
Mstep: Class 5 contains 49784 members 
Mstep: Class 6 contains 3742 members 
Mstep: Class 7 contains 183952 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 100307 members 
Mstep: Class 14 contains 5607 members 
Mstep: Class 19 contains 7412 members 
Mstep: Class 20 contains 8580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087688.000000 Penalty: 43318.621094
Iteration 157Q: 14 clusters Score -8.108769e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 258895 members 
Mstep: Class 3 contains 26927 members 
Mstep: Class 4 contains 31230 members 
Mstep: Class 5 contains 49752 members 
Mstep: Class 6 contains 3747 members 
Mstep: Class 7 contains 183913 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 100733 members 
Mstep: Class 14 contains 5621 members 
Mstep: Class 19 contains 7399 members 
Mstep: Class 20 contains 8620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087456.000000 Penalty: 43318.621094
Iteration 158Q: 14 clusters Score -8.108746e+07 nChanged 874
Entering ConstructFrom: 
Score: -81087456.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2545 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Entering Unmasked Estep 
Score: -285415.531250 Penalty: 1944.787720
	Iteration 0F: 2 clusters Score -285415.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -282448.843750 Penalty: 3889.575439
	Iteration 0F: 3 clusters Score -282448.8 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -282987.468750 Penalty: 3889.575439
	Iteration 1F: 3 clusters Score -282987.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -283127.812500 Penalty: 3889.575439
	Iteration 2F: 3 clusters Score -283127.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -283213.375000 Penalty: 3889.575439
	Iteration 3Q: 3 clusters Score -283213.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -283266.875000 Penalty: 3889.575439
	Iteration 4Q: 3 clusters Score -283266.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -283305.500000 Penalty: 3889.575439
	Iteration 5Q: 3 clusters Score -283305.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -283330.312500 Penalty: 3889.575439
	Iteration 6Q: 3 clusters Score -283330.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -283353.093750 Penalty: 3889.575439
	Iteration 7Q: 3 clusters Score -283353.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -283375.468750 Penalty: 3889.575439
	Iteration 8Q: 3 clusters Score -283375.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -283394.593750 Penalty: 3889.575439
	Iteration 9Q: 3 clusters Score -283394.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -283409.562500 Penalty: 3889.575439
	Iteration 10Q: 3 clusters Score -283409.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -283424.750000 Penalty: 3889.575439
	Iteration 11Q: 3 clusters Score -283424.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -283441.937500 Penalty: 3889.575439
	Iteration 12Q: 3 clusters Score -283441.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -283460.343750 Penalty: 3889.575439
	Iteration 13Q: 3 clusters Score -283460.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -283475.468750 Penalty: 3889.575439
	Iteration 14Q: 3 clusters Score -283475.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -283488.406250 Penalty: 3889.575439
	Iteration 15Q: 3 clusters Score -283488.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -283502.625000 Penalty: 3889.575439
	Iteration 16Q: 3 clusters Score -283502.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -283519.625000 Penalty: 3889.575439
	Iteration 17Q: 3 clusters Score -283519.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -283533.750000 Penalty: 3889.575439
	Iteration 18Q: 3 clusters Score -283533.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -283547.906250 Penalty: 3889.575439
	Iteration 19Q: 3 clusters Score -283547.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -283568.906250 Penalty: 3889.575439
	Iteration 20F: 3 clusters Score -283568.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -283593.062500 Penalty: 3889.575439
	Iteration 21Q: 3 clusters Score -283593.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -283614.343750 Penalty: 3889.575439
	Iteration 22Q: 3 clusters Score -283614.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -283630.968750 Penalty: 3889.575439
	Iteration 23Q: 3 clusters Score -283631 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -283644.625000 Penalty: 3889.575439
	Iteration 24Q: 3 clusters Score -283644.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -283655.843750 Penalty: 3889.575439
	Iteration 25Q: 3 clusters Score -283655.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -283666.687500 Penalty: 3889.575439
	Iteration 26Q: 3 clusters Score -283666.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -283674.343750 Penalty: 3889.575439
	Iteration 27Q: 3 clusters Score -283674.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -283677.968750 Penalty: 3889.575439
	Iteration 28Q: 3 clusters Score -283678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -283684.031250 Penalty: 3889.575439
	Iteration 29Q: 3 clusters Score -283684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -283691.156250 Penalty: 3889.575439
	Iteration 30Q: 3 clusters Score -283691.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -283695.781250 Penalty: 3889.575439
	Iteration 31Q: 3 clusters Score -283695.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -283698.406250 Penalty: 3889.575439
	Iteration 32Q: 3 clusters Score -283698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -283703.968750 Penalty: 3889.575439
	Iteration 33Q: 3 clusters Score -283704 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -283709.781250 Penalty: 3889.575439
	Iteration 34Q: 3 clusters Score -283709.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -283714.750000 Penalty: 3889.575439
	Iteration 35Q: 3 clusters Score -283714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -283718.062500 Penalty: 3889.575439
	Iteration 36Q: 3 clusters Score -283718.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -283717.937500 Penalty: 3889.575439
	Iteration 37Q: 3 clusters Score -283717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -283718.406250 Penalty: 3889.575439
	Iteration 38Q: 3 clusters Score -283718.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -283718.593750 Penalty: 3889.575439
	Iteration 39Q: 3 clusters Score -283718.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -283719.156250 Penalty: 3889.575439
	Iteration 40F: 3 clusters Score -283719.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -283721.968750 Penalty: 3889.575439
	Iteration 41Q: 3 clusters Score -283722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -283724.937500 Penalty: 3889.575439
	Iteration 42Q: 3 clusters Score -283724.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -283727.437500 Penalty: 3889.575439
	Iteration 43Q: 3 clusters Score -283727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -283729.062500 Penalty: 3889.575439
	Iteration 44Q: 3 clusters Score -283729.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -283731.281250 Penalty: 3889.575439
	Iteration 45Q: 3 clusters Score -283731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -283731.812500 Penalty: 3889.575439
	Iteration 46Q: 3 clusters Score -283731.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -283732.750000 Penalty: 3889.575439
	Iteration 47Q: 3 clusters Score -283732.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -283733.750000 Penalty: 3889.575439
	Iteration 48Q: 3 clusters Score -283733.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -283735.312500 Penalty: 3889.575439
	Iteration 49Q: 3 clusters Score -283735.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -283736.437500 Penalty: 3889.575439
	Iteration 50Q: 3 clusters Score -283736.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -283736.437500 Penalty: 3889.575439
	Iteration 51Q: 3 clusters Score -283736.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -283736.437500 Penalty: 3889.575439
	Iteration 52F: 3 clusters Score -283736.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (258509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258509 members 
Entering Unmasked Estep 
Score: -31003300.000000 Penalty: 3090.746094
	Iteration 0F: 2 clusters Score -3.10033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129019 members 
Mstep: Class 2 contains 129490 members 
Entering Unmasked Estep 
Score: -30839304.000000 Penalty: 6181.492188
	Iteration 0F: 3 clusters Score -3.08393e+07 nChanged 124959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123114 members 
Mstep: Class 2 contains 135395 members 
Entering Unmasked Estep 
Score: -30913326.000000 Penalty: 6181.492188
	Iteration 1F: 3 clusters Score -3.091333e+07 nChanged 6715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119893 members 
Mstep: Class 2 contains 138616 members 
Entering Unmasked Estep 
Score: -30914794.000000 Penalty: 6181.492188
	Iteration 2Q: 3 clusters Score -3.091479e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114779 members 
Mstep: Class 2 contains 143730 members 
Entering Unmasked Estep 
Score: -30916558.000000 Penalty: 6181.492188
	Iteration 3Q: 3 clusters Score -3.091656e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 151761 members 
Entering Unmasked Estep 
Score: -30919724.000000 Penalty: 6181.492188
	Iteration 4Q: 3 clusters Score -3.091972e+07 nChanged 12740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94690 members 
Mstep: Class 2 contains 163819 members 
Entering Unmasked Estep 
Score: -30925114.000000 Penalty: 6181.492188
	Iteration 5Q: 3 clusters Score -3.092511e+07 nChanged 17221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77845 members 
Mstep: Class 2 contains 180664 members 
Entering Unmasked Estep 
Score: -30935100.000000 Penalty: 6181.492188
	Iteration 6F: 3 clusters Score -3.09351e+07 nChanged 20995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 201487 members 
Entering Unmasked Estep 
Score: -30950060.000000 Penalty: 6181.492188
	Iteration 7F: 3 clusters Score -3.095006e+07 nChanged 20986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 222423 members 
Entering Unmasked Estep 
Score: -30966906.000000 Penalty: 6181.492188
	Iteration 8F: 3 clusters Score -3.096691e+07 nChanged 15941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 238328 members 
Entering Unmasked Estep 
Score: -30981428.000000 Penalty: 6181.492188
	Iteration 9F: 3 clusters Score -3.098143e+07 nChanged 9479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 247781 members 
Entering Unmasked Estep 
Score: -30990152.000000 Penalty: 6181.492188
	Iteration 10Q: 3 clusters Score -3.099015e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 252595 members 
Entering Unmasked Estep 
Score: -30994940.000000 Penalty: 6181.492188
	Iteration 11Q: 3 clusters Score -3.099494e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 254964 members 
Entering Unmasked Estep 
Score: -30997554.000000 Penalty: 6181.492188
	Iteration 12Q: 3 clusters Score -3.099755e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 256169 members 
Entering Unmasked Estep 
Score: -30998838.000000 Penalty: 6181.492188
	Iteration 13Q: 3 clusters Score -3.099884e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 256811 members 
Entering Unmasked Estep 
Score: -30999448.000000 Penalty: 6181.492188
	Iteration 14Q: 3 clusters Score -3.099945e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 257160 members 
Entering Unmasked Estep 
Score: -30999808.000000 Penalty: 6181.492188
	Iteration 15Q: 3 clusters Score -3.099981e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 257357 members 
Entering Unmasked Estep 
Score: -31000006.000000 Penalty: 6181.492188
	Iteration 16Q: 3 clusters Score -3.100001e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 257484 members 
Entering Unmasked Estep 
Score: -31000168.000000 Penalty: 6181.492188
	Iteration 17Q: 3 clusters Score -3.100017e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 257561 members 
Entering Unmasked Estep 
Score: -31000286.000000 Penalty: 6181.492188
	Iteration 18Q: 3 clusters Score -3.100029e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 257606 members 
Entering Unmasked Estep 
Score: -31000358.000000 Penalty: 6181.492188
	Iteration 19Q: 3 clusters Score -3.100036e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 257641 members 
Entering Unmasked Estep 
Score: -31000400.000000 Penalty: 6181.492188
	Iteration 20F: 3 clusters Score -3.10004e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 257676 members 
Entering Unmasked Estep 
Score: -31000456.000000 Penalty: 6181.492188
	Iteration 21Q: 3 clusters Score -3.100046e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 257700 members 
Entering Unmasked Estep 
Score: -31000516.000000 Penalty: 6181.492188
	Iteration 22Q: 3 clusters Score -3.100052e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 257727 members 
Entering Unmasked Estep 
Score: -31000518.000000 Penalty: 6181.492188
	Iteration 23Q: 3 clusters Score -3.100052e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 257741 members 
Entering Unmasked Estep 
Score: -31000560.000000 Penalty: 6181.492188
	Iteration 24Q: 3 clusters Score -3.100056e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 257767 members 
Entering Unmasked Estep 
Score: -31000580.000000 Penalty: 6181.492188
	Iteration 25Q: 3 clusters Score -3.100058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 257777 members 
Entering Unmasked Estep 
Score: -31000600.000000 Penalty: 6181.492188
	Iteration 26Q: 3 clusters Score -3.10006e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 257782 members 
Entering Unmasked Estep 
Score: -31000618.000000 Penalty: 6181.492188
	Iteration 27Q: 3 clusters Score -3.100062e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 257789 members 
Entering Unmasked Estep 
Score: -31000644.000000 Penalty: 6181.492188
	Iteration 28Q: 3 clusters Score -3.100064e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 257795 members 
Entering Unmasked Estep 
Score: -31000640.000000 Penalty: 6181.492188
	Iteration 29Q: 3 clusters Score -3.100064e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 257801 members 
Entering Unmasked Estep 
Score: -31000644.000000 Penalty: 6181.492188
	Iteration 30Q: 3 clusters Score -3.100064e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 257803 members 
Entering Unmasked Estep 
Score: -31000636.000000 Penalty: 6181.492188
	Iteration 31Q: 3 clusters Score -3.100064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 257806 members 
Entering Unmasked Estep 
Score: -31000644.000000 Penalty: 6181.492188
	Iteration 32Q: 3 clusters Score -3.100064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 257807 members 
Entering Unmasked Estep 
Score: -31000648.000000 Penalty: 6181.492188
	Iteration 33Q: 3 clusters Score -3.100065e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 257807 members 
Entering Unmasked Estep 
Score: -31000640.000000 Penalty: 6181.492188
	Iteration 34Q: 3 clusters Score -3.100064e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 257806 members 
Entering Unmasked Estep 
Score: -31000662.000000 Penalty: 6181.492188
	Iteration 35Q: 3 clusters Score -3.100066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 257803 members 
Entering Unmasked Estep 
Score: -31000678.000000 Penalty: 6181.492188
	Iteration 36Q: 3 clusters Score -3.100068e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 257801 members 
Entering Unmasked Estep 
Score: -31000658.000000 Penalty: 6181.492188
	Iteration 37Q: 3 clusters Score -3.100066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 257805 members 
Entering Unmasked Estep 
Score: -31000668.000000 Penalty: 6181.492188
	Iteration 38Q: 3 clusters Score -3.100067e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 257807 members 
Entering Unmasked Estep 
Score: -31000658.000000 Penalty: 6181.492188
	Iteration 39Q: 3 clusters Score -3.100066e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 257806 members 
Entering Unmasked Estep 
Score: -31000660.000000 Penalty: 6181.492188
	Iteration 40F: 3 clusters Score -3.100066e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Entering Unmasked Estep 
Score: -3222543.000000 Penalty: 2529.810303
	Iteration 0F: 2 clusters Score -3222543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -3203882.000000 Penalty: 5059.620605
	Iteration 0F: 3 clusters Score -3203882 nChanged 12055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13608 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3210372.000000 Penalty: 5059.620605
	Iteration 1F: 3 clusters Score -3210372 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13578 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -3210739.750000 Penalty: 5059.620605
	Iteration 2Q: 3 clusters Score -3210740 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 13383 members 
Entering Unmasked Estep 
Score: -3211035.000000 Penalty: 5059.620605
	Iteration 3Q: 3 clusters Score -3211035 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -3211252.000000 Penalty: 5059.620605
	Iteration 4Q: 3 clusters Score -3211252 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -3211444.000000 Penalty: 5059.620605
	Iteration 5Q: 3 clusters Score -3211444 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -3211589.250000 Penalty: 5059.620605
	Iteration 6Q: 3 clusters Score -3211589 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -3211725.500000 Penalty: 5059.620605
	Iteration 7Q: 3 clusters Score -3211726 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -3211884.750000 Penalty: 5059.620605
	Iteration 8Q: 3 clusters Score -3211885 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -3212038.750000 Penalty: 5059.620605
	Iteration 9Q: 3 clusters Score -3212039 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3212241.750000 Penalty: 5059.620605
	Iteration 10Q: 3 clusters Score -3212242 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13517 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -3212465.250000 Penalty: 5059.620605
	Iteration 11Q: 3 clusters Score -3212465 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -3212792.750000 Penalty: 5059.620605
	Iteration 12Q: 3 clusters Score -3212793 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -3213291.000000 Penalty: 5059.620605
	Iteration 13Q: 3 clusters Score -3213291 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -3213989.250000 Penalty: 5059.620605
	Iteration 14Q: 3 clusters Score -3213989 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -3214955.250000 Penalty: 5059.620605
	Iteration 15Q: 3 clusters Score -3214955 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -3216155.000000 Penalty: 5059.620605
	Iteration 16F: 3 clusters Score -3216155 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 12732 members 
Entering Unmasked Estep 
Score: -3217246.250000 Penalty: 5059.620605
	Iteration 17F: 3 clusters Score -3217246 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14475 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -3217926.250000 Penalty: 5059.620605
	Iteration 18Q: 3 clusters Score -3217926 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -3218339.250000 Penalty: 5059.620605
	Iteration 19Q: 3 clusters Score -3218339 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -3218629.250000 Penalty: 5059.620605
	Iteration 20F: 3 clusters Score -3218629 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -3218902.500000 Penalty: 5059.620605
	Iteration 21Q: 3 clusters Score -3218902 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -3219097.000000 Penalty: 5059.620605
	Iteration 22Q: 3 clusters Score -3219097 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -3219238.500000 Penalty: 5059.620605
	Iteration 23Q: 3 clusters Score -3219238 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -3219331.750000 Penalty: 5059.620605
	Iteration 24Q: 3 clusters Score -3219332 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 10784 members 
Entering Unmasked Estep 
Score: -3219408.500000 Penalty: 5059.620605
	Iteration 25Q: 3 clusters Score -3219408 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -3219465.750000 Penalty: 5059.620605
	Iteration 26Q: 3 clusters Score -3219466 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -3219498.750000 Penalty: 5059.620605
	Iteration 27Q: 3 clusters Score -3219499 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -3219520.500000 Penalty: 5059.620605
	Iteration 28Q: 3 clusters Score -3219520 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -3219519.250000 Penalty: 5059.620605
	Iteration 29Q: 3 clusters Score -3219519 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -3219539.500000 Penalty: 5059.620605
	Iteration 30Q: 3 clusters Score -3219540 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -3219562.250000 Penalty: 5059.620605
	Iteration 31Q: 3 clusters Score -3219562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3219578.500000 Penalty: 5059.620605
	Iteration 32Q: 3 clusters Score -3219578 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3219586.500000 Penalty: 5059.620605
	Iteration 33Q: 3 clusters Score -3219586 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -3219606.000000 Penalty: 5059.620605
	Iteration 34Q: 3 clusters Score -3219606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -3219622.750000 Penalty: 5059.620605
	Iteration 35Q: 3 clusters Score -3219623 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -3219631.000000 Penalty: 5059.620605
	Iteration 36Q: 3 clusters Score -3219631 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -3219652.000000 Penalty: 5059.620605
	Iteration 37Q: 3 clusters Score -3219652 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3219657.750000 Penalty: 5059.620605
	Iteration 38Q: 3 clusters Score -3219658 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3219663.500000 Penalty: 5059.620605
	Iteration 39Q: 3 clusters Score -3219664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -3219683.000000 Penalty: 5059.620605
	Iteration 40F: 3 clusters Score -3219683 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3219685.000000 Penalty: 5059.620605
	Iteration 41Q: 3 clusters Score -3219685 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3219694.000000 Penalty: 5059.620605
	Iteration 42Q: 3 clusters Score -3219694 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -3219692.250000 Penalty: 5059.620605
	Iteration 43Q: 3 clusters Score -3219692 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -3219699.250000 Penalty: 5059.620605
	Iteration 44Q: 3 clusters Score -3219699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -3219701.500000 Penalty: 5059.620605
	Iteration 45Q: 3 clusters Score -3219702 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3219705.750000 Penalty: 5059.620605
	Iteration 46Q: 3 clusters Score -3219706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -3219716.000000 Penalty: 5059.620605
	Iteration 47Q: 3 clusters Score -3219716 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -3219713.250000 Penalty: 5059.620605
	Iteration 48Q: 3 clusters Score -3219713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -3219722.250000 Penalty: 5059.620605
	Iteration 49Q: 3 clusters Score -3219722 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -3219727.750000 Penalty: 5059.620605
	Iteration 50Q: 3 clusters Score -3219728 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -3219732.000000 Penalty: 5059.620605
	Iteration 51Q: 3 clusters Score -3219732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -3219730.250000 Penalty: 5059.620605
	Iteration 52Q: 3 clusters Score -3219730 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -3219736.000000 Penalty: 5059.620605
	Iteration 53Q: 3 clusters Score -3219736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -3219731.750000 Penalty: 5059.620605
	Iteration 54Q: 3 clusters Score -3219732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 8785 members 
Entering Unmasked Estep 
Score: -3219741.500000 Penalty: 5059.620605
	Iteration 55Q: 3 clusters Score -3219742 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3219745.500000 Penalty: 5059.620605
	Iteration 56Q: 3 clusters Score -3219746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3219743.250000 Penalty: 5059.620605
	Iteration 57Q: 3 clusters Score -3219743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3219752.750000 Penalty: 5059.620605
	Iteration 58Q: 3 clusters Score -3219753 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -3219749.500000 Penalty: 5059.620605
	Iteration 59Q: 3 clusters Score -3219750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3219752.750000 Penalty: 5059.620605
	Iteration 60F: 3 clusters Score -3219753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -3219749.000000 Penalty: 5059.620605
	Iteration 61Q: 3 clusters Score -3219749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3219751.250000 Penalty: 5059.620605
	Iteration 62Q: 3 clusters Score -3219751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3219743.500000 Penalty: 5059.620605
	Iteration 63Q: 3 clusters Score -3219744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -3219749.500000 Penalty: 5059.620605
	Iteration 64Q: 3 clusters Score -3219750 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3219752.750000 Penalty: 5059.620605
	Iteration 65Q: 3 clusters Score -3219753 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3219756.500000 Penalty: 5059.620605
	Iteration 66Q: 3 clusters Score -3219756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -3219752.500000 Penalty: 5059.620605
	Iteration 67Q: 3 clusters Score -3219752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -3219752.750000 Penalty: 5059.620605
	Iteration 68Q: 3 clusters Score -3219753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -3219758.250000 Penalty: 5059.620605
	Iteration 69Q: 3 clusters Score -3219758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -3219754.500000 Penalty: 5059.620605
	Iteration 70Q: 3 clusters Score -3219754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3219757.000000 Penalty: 5059.620605
	Iteration 71Q: 3 clusters Score -3219757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -3219755.500000 Penalty: 5059.620605
	Iteration 72Q: 3 clusters Score -3219756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -3219761.000000 Penalty: 5059.620605
	Iteration 73Q: 3 clusters Score -3219761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -3219759.500000 Penalty: 5059.620605
	Iteration 74Q: 3 clusters Score -3219760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3219755.500000 Penalty: 5059.620605
	Iteration 75Q: 3 clusters Score -3219756 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3219766.750000 Penalty: 5059.620605
	Iteration 76Q: 3 clusters Score -3219767 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -3219770.000000 Penalty: 5059.620605
	Iteration 77Q: 3 clusters Score -3219770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -3219770.750000 Penalty: 5059.620605
	Iteration 78Q: 3 clusters Score -3219771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -3219763.250000 Penalty: 5059.620605
	Iteration 79Q: 3 clusters Score -3219763 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -3219772.500000 Penalty: 5059.620605
	Iteration 80F: 3 clusters Score -3219772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -3219776.750000 Penalty: 5059.620605
	Iteration 81Q: 3 clusters Score -3219777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -3219784.250000 Penalty: 5059.620605
	Iteration 82Q: 3 clusters Score -3219784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3219782.500000 Penalty: 5059.620605
	Iteration 83Q: 3 clusters Score -3219782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -3219776.500000 Penalty: 5059.620605
	Iteration 84Q: 3 clusters Score -3219776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3219776.250000 Penalty: 5059.620605
	Iteration 85Q: 3 clusters Score -3219776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -3219775.750000 Penalty: 5059.620605
	Iteration 86Q: 3 clusters Score -3219776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -3219778.500000 Penalty: 5059.620605
	Iteration 87Q: 3 clusters Score -3219778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -3219776.750000 Penalty: 5059.620605
	Iteration 88Q: 3 clusters Score -3219777 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -3219775.500000 Penalty: 5059.620605
	Iteration 89Q: 3 clusters Score -3219776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -3219778.000000 Penalty: 5059.620605
	Iteration 90Q: 3 clusters Score -3219778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3219771.000000 Penalty: 5059.620605
	Iteration 91Q: 3 clusters Score -3219771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18757 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3219774.750000 Penalty: 5059.620605
	Iteration 92Q: 3 clusters Score -3219775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -3219780.000000 Penalty: 5059.620605
	Iteration 93Q: 3 clusters Score -3219780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3219778.000000 Penalty: 5059.620605
	Iteration 94Q: 3 clusters Score -3219778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3219776.000000 Penalty: 5059.620605
	Iteration 95Q: 3 clusters Score -3219776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -3219781.250000 Penalty: 5059.620605
	Iteration 96Q: 3 clusters Score -3219781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -3219775.250000 Penalty: 5059.620605
	Iteration 97Q: 3 clusters Score -3219775 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -3219781.250000 Penalty: 5059.620605
	Iteration 98Q: 3 clusters Score -3219781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3219786.000000 Penalty: 5059.620605
	Iteration 99Q: 3 clusters Score -3219786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3219792.250000 Penalty: 5059.620605
	Iteration 100F: 3 clusters Score -3219792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -3219788.500000 Penalty: 5059.620605
	Iteration 101Q: 3 clusters Score -3219788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3219793.750000 Penalty: 5059.620605
	Iteration 102Q: 3 clusters Score -3219794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -3219793.000000 Penalty: 5059.620605
	Iteration 103Q: 3 clusters Score -3219793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18880 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -3219793.750000 Penalty: 5059.620605
	Iteration 104Q: 3 clusters Score -3219794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -3219797.500000 Penalty: 5059.620605
	Iteration 105Q: 3 clusters Score -3219798 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -3219801.000000 Penalty: 5059.620605
	Iteration 106Q: 3 clusters Score -3219801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -3219809.500000 Penalty: 5059.620605
	Iteration 107Q: 3 clusters Score -3219810 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -3219809.250000 Penalty: 5059.620605
	Iteration 108Q: 3 clusters Score -3219809 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -3219815.750000 Penalty: 5059.620605
	Iteration 109Q: 3 clusters Score -3219816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -3219815.250000 Penalty: 5059.620605
	Iteration 110Q: 3 clusters Score -3219815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -3219821.000000 Penalty: 5059.620605
	Iteration 111Q: 3 clusters Score -3219821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -3219822.500000 Penalty: 5059.620605
	Iteration 112Q: 3 clusters Score -3219822 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -3219820.250000 Penalty: 5059.620605
	Iteration 113Q: 3 clusters Score -3219820 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -3219827.000000 Penalty: 5059.620605
	Iteration 114Q: 3 clusters Score -3219827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -3219825.750000 Penalty: 5059.620605
	Iteration 115Q: 3 clusters Score -3219826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3219828.000000 Penalty: 5059.620605
	Iteration 116Q: 3 clusters Score -3219828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -3219824.750000 Penalty: 5059.620605
	Iteration 117Q: 3 clusters Score -3219825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -3219827.500000 Penalty: 5059.620605
	Iteration 118Q: 3 clusters Score -3219828 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -3219837.250000 Penalty: 5059.620605
	Iteration 119Q: 3 clusters Score -3219837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -3219842.750000 Penalty: 5059.620605
	Iteration 120F: 3 clusters Score -3219843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -3219843.500000 Penalty: 5059.620605
	Iteration 121Q: 3 clusters Score -3219844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -3219849.750000 Penalty: 5059.620605
	Iteration 122Q: 3 clusters Score -3219850 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -3219845.750000 Penalty: 5059.620605
	Iteration 123Q: 3 clusters Score -3219846 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19456 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -3219849.250000 Penalty: 5059.620605
	Iteration 124Q: 3 clusters Score -3219849 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -3219854.500000 Penalty: 5059.620605
	Iteration 125Q: 3 clusters Score -3219854 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3219851.750000 Penalty: 5059.620605
	Iteration 126Q: 3 clusters Score -3219852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -3219858.500000 Penalty: 5059.620605
	Iteration 127Q: 3 clusters Score -3219858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -3219860.250000 Penalty: 5059.620605
	Iteration 128Q: 3 clusters Score -3219860 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -3219864.750000 Penalty: 5059.620605
	Iteration 129Q: 3 clusters Score -3219865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -3219870.000000 Penalty: 5059.620605
	Iteration 130Q: 3 clusters Score -3219870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -3219871.750000 Penalty: 5059.620605
	Iteration 131Q: 3 clusters Score -3219872 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -3219869.500000 Penalty: 5059.620605
	Iteration 132Q: 3 clusters Score -3219870 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3219870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -3219877.000000 Penalty: 5059.620605
	Iteration 134Q: 3 clusters Score -3219877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -3219879.250000 Penalty: 5059.620605
	Iteration 135Q: 3 clusters Score -3219879 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -3219888.000000 Penalty: 5059.620605
	Iteration 136Q: 3 clusters Score -3219888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19841 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -3219895.250000 Penalty: 5059.620605
	Iteration 137Q: 3 clusters Score -3219895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19865 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -3219902.500000 Penalty: 5059.620605
	Iteration 138Q: 3 clusters Score -3219902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -3219908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -3219909.500000 Penalty: 5059.620605
	Iteration 140F: 3 clusters Score -3219910 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3219907 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19984 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3219917.000000 Penalty: 5059.620605
	Iteration 142Q: 3 clusters Score -3219917 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -3219919.750000 Penalty: 5059.620605
	Iteration 143Q: 3 clusters Score -3219920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3219926.750000 Penalty: 5059.620605
	Iteration 144Q: 3 clusters Score -3219927 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20082 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -3219933.500000 Penalty: 5059.620605
	Iteration 145Q: 3 clusters Score -3219934 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -3219935.250000 Penalty: 5059.620605
	Iteration 146Q: 3 clusters Score -3219935 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
Score: -3219936.500000 Penalty: 5059.620605
	Iteration 147Q: 3 clusters Score -3219936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20168 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -3219937.750000 Penalty: 5059.620605
	Iteration 148Q: 3 clusters Score -3219938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3219936.250000 Penalty: 5059.620605
	Iteration 149Q: 3 clusters Score -3219936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3219941.000000 Penalty: 5059.620605
	Iteration 150Q: 3 clusters Score -3219941 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -3219937.500000 Penalty: 5059.620605
	Iteration 151Q: 3 clusters Score -3219938 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3219937.500000 Penalty: 5059.620605
	Iteration 152Q: 3 clusters Score -3219938 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -3219941.000000 Penalty: 5059.620605
	Iteration 153Q: 3 clusters Score -3219941 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -3219938.000000 Penalty: 5059.620605
	Iteration 154Q: 3 clusters Score -3219938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20270 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -3219941.500000 Penalty: 5059.620605
	Iteration 155Q: 3 clusters Score -3219942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -3219944.500000 Penalty: 5059.620605
	Iteration 156Q: 3 clusters Score -3219944 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -3219937.000000 Penalty: 5059.620605
	Iteration 157Q: 3 clusters Score -3219937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -3219945.750000 Penalty: 5059.620605
	Iteration 158Q: 3 clusters Score -3219946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -3219937.500000 Penalty: 5059.620605
	Iteration 159Q: 3 clusters Score -3219938 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -3219940.500000 Penalty: 5059.620605
	Iteration 160F: 3 clusters Score -3219940 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -3219952.000000 Penalty: 5059.620605
	Iteration 161Q: 3 clusters Score -3219952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -3219956.750000 Penalty: 5059.620605
	Iteration 162Q: 3 clusters Score -3219957 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3219958.750000 Penalty: 5059.620605
	Iteration 163Q: 3 clusters Score -3219959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -3219962.500000 Penalty: 5059.620605
	Iteration 164Q: 3 clusters Score -3219962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -3219964.500000 Penalty: 5059.620605
	Iteration 165Q: 3 clusters Score -3219964 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -3219963.000000 Penalty: 5059.620605
	Iteration 166Q: 3 clusters Score -3219963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 6353 members 
Entering Unmasked Estep 
Score: -3219968.250000 Penalty: 5059.620605
	Iteration 167Q: 3 clusters Score -3219968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -3219970.250000 Penalty: 5059.620605
	Iteration 168Q: 3 clusters Score -3219970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3219971.500000 Penalty: 5059.620605
	Iteration 169Q: 3 clusters Score -3219972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3219974.000000 Penalty: 5059.620605
	Iteration 170Q: 3 clusters Score -3219974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -3219971.500000 Penalty: 5059.620605
	Iteration 171Q: 3 clusters Score -3219972 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -3219974.000000 Penalty: 5059.620605
	Iteration 172Q: 3 clusters Score -3219974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20667 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3219972.000000 Penalty: 5059.620605
	Iteration 173Q: 3 clusters Score -3219972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 6256 members 
Entering Unmasked Estep 
Score: -3219974.250000 Penalty: 5059.620605
	Iteration 174Q: 3 clusters Score -3219974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3219974.750000 Penalty: 5059.620605
	Iteration 175Q: 3 clusters Score -3219975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -3219973.000000 Penalty: 5059.620605
	Iteration 176Q: 3 clusters Score -3219973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -3219976.500000 Penalty: 5059.620605
	Iteration 177Q: 3 clusters Score -3219976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -3219969.250000 Penalty: 5059.620605
	Iteration 178Q: 3 clusters Score -3219969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3219982.750000 Penalty: 5059.620605
	Iteration 179Q: 3 clusters Score -3219983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -3219978.250000 Penalty: 5059.620605
	Iteration 180F: 3 clusters Score -3219978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20714 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -3219972.500000 Penalty: 5059.620605
	Iteration 181Q: 3 clusters Score -3219972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -3219973.500000 Penalty: 5059.620605
	Iteration 182Q: 3 clusters Score -3219974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -3219972.250000 Penalty: 5059.620605
	Iteration 183Q: 3 clusters Score -3219972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -3219975.000000 Penalty: 5059.620605
	Iteration 184Q: 3 clusters Score -3219975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20739 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -3219974.250000 Penalty: 5059.620605
	Iteration 185Q: 3 clusters Score -3219974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -3219972.750000 Penalty: 5059.620605
	Iteration 186Q: 3 clusters Score -3219973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20766 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -3219977.500000 Penalty: 5059.620605
	Iteration 187Q: 3 clusters Score -3219978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -3219981.250000 Penalty: 5059.620605
	Iteration 188Q: 3 clusters Score -3219981 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -3219977.000000 Penalty: 5059.620605
	Iteration 189Q: 3 clusters Score -3219977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20805 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -3219986.000000 Penalty: 5059.620605
	Iteration 190Q: 3 clusters Score -3219986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -3219979.750000 Penalty: 5059.620605
	Iteration 191Q: 3 clusters Score -3219980 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -3219985.000000 Penalty: 5059.620605
	Iteration 192Q: 3 clusters Score -3219985 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -3219986.000000 Penalty: 5059.620605
	Iteration 193Q: 3 clusters Score -3219986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -3219997.000000 Penalty: 5059.620605
	Iteration 194Q: 3 clusters Score -3219997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -3219997.000000 Penalty: 5059.620605
	Iteration 195Q: 3 clusters Score -3219997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -3219999.500000 Penalty: 5059.620605
	Iteration 196Q: 3 clusters Score -3220000 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -3220006.000000 Penalty: 5059.620605
	Iteration 197Q: 3 clusters Score -3220006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -3220003.250000 Penalty: 5059.620605
	Iteration 198Q: 3 clusters Score -3220003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20909 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -3220004.500000 Penalty: 5059.620605
	Iteration 199Q: 3 clusters Score -3220004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -3220002.500000 Penalty: 5059.620605
	Iteration 200F: 3 clusters Score -3220002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -3220003.500000 Penalty: 5059.620605
	Iteration 201Q: 3 clusters Score -3220004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -3220007.000000 Penalty: 5059.620605
	Iteration 202Q: 3 clusters Score -3220007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20924 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -3219997.500000 Penalty: 5059.620605
	Iteration 203Q: 3 clusters Score -3219998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20927 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3220004.500000 Penalty: 5059.620605
	Iteration 204Q: 3 clusters Score -3220004 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20928 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -3220004.500000 Penalty: 5059.620605
	Iteration 205Q: 3 clusters Score -3220004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3220008.750000 Penalty: 5059.620605
	Iteration 206Q: 3 clusters Score -3220009 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -3220004.750000 Penalty: 5059.620605
	Iteration 207Q: 3 clusters Score -3220005 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3220002.750000 Penalty: 5059.620605
	Iteration 208Q: 3 clusters Score -3220003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3220003.750000 Penalty: 5059.620605
	Iteration 209Q: 3 clusters Score -3220004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20936 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3220003.750000 Penalty: 5059.620605
	Iteration 210F: 3 clusters Score -3220004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Entering Unmasked Estep 
Score: -3622229.750000 Penalty: 2566.561523
	Iteration 0F: 2 clusters Score -3622230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -3600938.750000 Penalty: 5133.123047
	Iteration 0F: 3 clusters Score -3600939 nChanged 14224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15698 members 
Mstep: Class 2 contains 15529 members 
Entering Unmasked Estep 
Score: -3608587.750000 Penalty: 5133.123047
	Iteration 1F: 3 clusters Score -3608588 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -3608989.250000 Penalty: 5133.123047
	Iteration 2Q: 3 clusters Score -3608989 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3609375.250000 Penalty: 5133.123047
	Iteration 3Q: 3 clusters Score -3609375 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3609741.000000 Penalty: 5133.123047
	Iteration 4Q: 3 clusters Score -3609741 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 15322 members 
Entering Unmasked Estep 
Score: -3610141.500000 Penalty: 5133.123047
	Iteration 5Q: 3 clusters Score -3610142 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 15092 members 
Entering Unmasked Estep 
Score: -3610597.750000 Penalty: 5133.123047
	Iteration 6Q: 3 clusters Score -3610598 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -3611028.500000 Penalty: 5133.123047
	Iteration 7Q: 3 clusters Score -3611028 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -3611517.750000 Penalty: 5133.123047
	Iteration 8Q: 3 clusters Score -3611518 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -3612038.250000 Penalty: 5133.123047
	Iteration 9Q: 3 clusters Score -3612038 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18540 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -3612618.750000 Penalty: 5133.123047
	Iteration 10Q: 3 clusters Score -3612619 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -3613220.500000 Penalty: 5133.123047
	Iteration 11Q: 3 clusters Score -3613220 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -3613855.000000 Penalty: 5133.123047
	Iteration 12Q: 3 clusters Score -3613855 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21690 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -3614444.750000 Penalty: 5133.123047
	Iteration 13Q: 3 clusters Score -3614445 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3615072.500000 Penalty: 5133.123047
	Iteration 14Q: 3 clusters Score -3615072 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -3615692.750000 Penalty: 5133.123047
	Iteration 15Q: 3 clusters Score -3615693 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -3616429.000000 Penalty: 5133.123047
	Iteration 16Q: 3 clusters Score -3616429 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -3617283.750000 Penalty: 5133.123047
	Iteration 17Q: 3 clusters Score -3617284 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27599 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3618317.750000 Penalty: 5133.123047
	Iteration 18Q: 3 clusters Score -3618318 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3619349.000000 Penalty: 5133.123047
	Iteration 19Q: 3 clusters Score -3619349 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -3620107.250000 Penalty: 5133.123047
	Iteration 20F: 3 clusters Score -3620107 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3620565.750000 Penalty: 5133.123047
	Iteration 21Q: 3 clusters Score -3620566 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30052 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -3620736.000000 Penalty: 5133.123047
	Iteration 22Q: 3 clusters Score -3620736 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30149 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -3620814.750000 Penalty: 5133.123047
	Iteration 23Q: 3 clusters Score -3620815 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3620842.500000 Penalty: 5133.123047
	Iteration 24Q: 3 clusters Score -3620842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3620866.500000 Penalty: 5133.123047
	Iteration 25Q: 3 clusters Score -3620866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -3620893.250000 Penalty: 5133.123047
	Iteration 26Q: 3 clusters Score -3620893 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3620907.750000 Penalty: 5133.123047
	Iteration 27Q: 3 clusters Score -3620908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30321 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3620921.500000 Penalty: 5133.123047
	Iteration 28Q: 3 clusters Score -3620922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -3620940.750000 Penalty: 5133.123047
	Iteration 29Q: 3 clusters Score -3620941 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3620945.500000 Penalty: 5133.123047
	Iteration 30Q: 3 clusters Score -3620946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -3620949.000000 Penalty: 5133.123047
	Iteration 31Q: 3 clusters Score -3620949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -3620949.000000 Penalty: 5133.123047
	Iteration 32Q: 3 clusters Score -3620949 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -3620954.500000 Penalty: 5133.123047
	Iteration 33Q: 3 clusters Score -3620954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30379 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3620955.000000 Penalty: 5133.123047
	Iteration 34Q: 3 clusters Score -3620955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3620958.500000 Penalty: 5133.123047
	Iteration 35Q: 3 clusters Score -3620958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3620963.500000 Penalty: 5133.123047
	Iteration 36Q: 3 clusters Score -3620964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3620964.500000 Penalty: 5133.123047
	Iteration 37Q: 3 clusters Score -3620964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3620964.250000 Penalty: 5133.123047
	Iteration 38Q: 3 clusters Score -3620964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3620964.250000 Penalty: 5133.123047
	Iteration 39F: 3 clusters Score -3620964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (49737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Entering Unmasked Estep 
Score: -6044380.000000 Penalty: 2681.997070
	Iteration 0F: 2 clusters Score -6044380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 24790 members 
Entering Unmasked Estep 
Score: -6010967.500000 Penalty: 5363.994141
	Iteration 0F: 3 clusters Score -6010968 nChanged 22875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -6023626.500000 Penalty: 5363.994141
	Iteration 1F: 3 clusters Score -6023626 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -6024084.000000 Penalty: 5363.994141
	Iteration 2Q: 3 clusters Score -6024084 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26079 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -6024554.000000 Penalty: 5363.994141
	Iteration 3Q: 3 clusters Score -6024554 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -6025140.500000 Penalty: 5363.994141
	Iteration 4Q: 3 clusters Score -6025140 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27153 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -6025887.000000 Penalty: 5363.994141
	Iteration 5Q: 3 clusters Score -6025887 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -6026860.000000 Penalty: 5363.994141
	Iteration 6Q: 3 clusters Score -6026860 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28580 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -6027996.500000 Penalty: 5363.994141
	Iteration 7Q: 3 clusters Score -6027996 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -6029478.500000 Penalty: 5363.994141
	Iteration 8Q: 3 clusters Score -6029478 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
Score: -6031164.500000 Penalty: 5363.994141
	Iteration 9Q: 3 clusters Score -6031164 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30547 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -6032831.000000 Penalty: 5363.994141
	Iteration 10F: 3 clusters Score -6032831 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30949 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -6034343.000000 Penalty: 5363.994141
	Iteration 11F: 3 clusters Score -6034343 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -6035469.500000 Penalty: 5363.994141
	Iteration 12Q: 3 clusters Score -6035470 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -6036334.500000 Penalty: 5363.994141
	Iteration 13Q: 3 clusters Score -6036334 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -6036887.000000 Penalty: 5363.994141
	Iteration 14Q: 3 clusters Score -6036887 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -6037215.000000 Penalty: 5363.994141
	Iteration 15Q: 3 clusters Score -6037215 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -6037479.500000 Penalty: 5363.994141
	Iteration 16Q: 3 clusters Score -6037480 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -6037605.000000 Penalty: 5363.994141
	Iteration 17Q: 3 clusters Score -6037605 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -6037722.500000 Penalty: 5363.994141
	Iteration 18Q: 3 clusters Score -6037722 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32340 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -6037826.500000 Penalty: 5363.994141
	Iteration 19Q: 3 clusters Score -6037826 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -6037914.500000 Penalty: 5363.994141
	Iteration 20F: 3 clusters Score -6037914 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -6037975.000000 Penalty: 5363.994141
	Iteration 21Q: 3 clusters Score -6037975 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33137 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6038054.000000 Penalty: 5363.994141
	Iteration 22Q: 3 clusters Score -6038054 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33431 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -6038113.500000 Penalty: 5363.994141
	Iteration 23Q: 3 clusters Score -6038114 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33783 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -6038182.500000 Penalty: 5363.994141
	Iteration 24Q: 3 clusters Score -6038182 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34182 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -6038244.000000 Penalty: 5363.994141
	Iteration 25Q: 3 clusters Score -6038244 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34596 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -6038343.000000 Penalty: 5363.994141
	Iteration 26Q: 3 clusters Score -6038343 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35042 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -6038433.000000 Penalty: 5363.994141
	Iteration 27Q: 3 clusters Score -6038433 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35544 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -6038538.500000 Penalty: 5363.994141
	Iteration 28Q: 3 clusters Score -6038538 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -6038678.000000 Penalty: 5363.994141
	Iteration 29Q: 3 clusters Score -6038678 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -6038789.500000 Penalty: 5363.994141
	Iteration 30Q: 3 clusters Score -6038790 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -6038922.500000 Penalty: 5363.994141
	Iteration 31Q: 3 clusters Score -6038922 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37814 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -6039047.000000 Penalty: 5363.994141
	Iteration 32Q: 3 clusters Score -6039047 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -6039174.000000 Penalty: 5363.994141
	Iteration 33Q: 3 clusters Score -6039174 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -6039307.500000 Penalty: 5363.994141
	Iteration 34Q: 3 clusters Score -6039308 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -6039477.500000 Penalty: 5363.994141
	Iteration 35Q: 3 clusters Score -6039478 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -6039666.000000 Penalty: 5363.994141
	Iteration 36Q: 3 clusters Score -6039666 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -6039849.500000 Penalty: 5363.994141
	Iteration 37Q: 3 clusters Score -6039850 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41553 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -6040027.500000 Penalty: 5363.994141
	Iteration 38Q: 3 clusters Score -6040028 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -6040184.500000 Penalty: 5363.994141
	Iteration 39Q: 3 clusters Score -6040184 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -6040381.500000 Penalty: 5363.994141
	Iteration 40F: 3 clusters Score -6040382 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -6040507.000000 Penalty: 5363.994141
	Iteration 41Q: 3 clusters Score -6040507 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43732 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -6040665.000000 Penalty: 5363.994141
	Iteration 42Q: 3 clusters Score -6040665 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44201 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -6040799.500000 Penalty: 5363.994141
	Iteration 43Q: 3 clusters Score -6040800 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44638 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -6040912.500000 Penalty: 5363.994141
	Iteration 44Q: 3 clusters Score -6040912 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45060 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -6041059.500000 Penalty: 5363.994141
	Iteration 45Q: 3 clusters Score -6041060 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45440 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -6041187.500000 Penalty: 5363.994141
	Iteration 46Q: 3 clusters Score -6041188 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -6041301.000000 Penalty: 5363.994141
	Iteration 47Q: 3 clusters Score -6041301 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46127 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -6041415.500000 Penalty: 5363.994141
	Iteration 48Q: 3 clusters Score -6041416 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -6041508.500000 Penalty: 5363.994141
	Iteration 49Q: 3 clusters Score -6041508 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46674 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6041592.000000 Penalty: 5363.994141
	Iteration 50Q: 3 clusters Score -6041592 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46881 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -6041648.000000 Penalty: 5363.994141
	Iteration 51Q: 3 clusters Score -6041648 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -6041698.000000 Penalty: 5363.994141
	Iteration 52Q: 3 clusters Score -6041698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -6041759.500000 Penalty: 5363.994141
	Iteration 53Q: 3 clusters Score -6041760 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47335 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6041788.500000 Penalty: 5363.994141
	Iteration 54Q: 3 clusters Score -6041788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47440 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -6041824.500000 Penalty: 5363.994141
	Iteration 55Q: 3 clusters Score -6041824 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47545 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -6041871.500000 Penalty: 5363.994141
	Iteration 56Q: 3 clusters Score -6041872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47619 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -6041905.000000 Penalty: 5363.994141
	Iteration 57Q: 3 clusters Score -6041905 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47688 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6041917.500000 Penalty: 5363.994141
	Iteration 58Q: 3 clusters Score -6041918 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47742 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -6041925.500000 Penalty: 5363.994141
	Iteration 59Q: 3 clusters Score -6041926 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6041943.500000 Penalty: 5363.994141
	Iteration 60F: 3 clusters Score -6041944 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47861 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6041955.500000 Penalty: 5363.994141
	Iteration 61Q: 3 clusters Score -6041956 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -6041982.000000 Penalty: 5363.994141
	Iteration 62Q: 3 clusters Score -6041982 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -6041985.000000 Penalty: 5363.994141
	Iteration 63Q: 3 clusters Score -6041985 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -6042001.500000 Penalty: 5363.994141
	Iteration 64Q: 3 clusters Score -6042002 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48035 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6042016.500000 Penalty: 5363.994141
	Iteration 65Q: 3 clusters Score -6042016 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -6042027.000000 Penalty: 5363.994141
	Iteration 66Q: 3 clusters Score -6042027 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48104 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -6042033.000000 Penalty: 5363.994141
	Iteration 67Q: 3 clusters Score -6042033 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48137 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -6042035.000000 Penalty: 5363.994141
	Iteration 68Q: 3 clusters Score -6042035 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -6042059.000000 Penalty: 5363.994141
	Iteration 69Q: 3 clusters Score -6042059 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48201 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -6042071.000000 Penalty: 5363.994141
	Iteration 70Q: 3 clusters Score -6042071 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48230 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6042090.000000 Penalty: 5363.994141
	Iteration 71Q: 3 clusters Score -6042090 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48250 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -6042095.000000 Penalty: 5363.994141
	Iteration 72Q: 3 clusters Score -6042095 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -6042102.000000 Penalty: 5363.994141
	Iteration 73Q: 3 clusters Score -6042102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48297 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -6042108.500000 Penalty: 5363.994141
	Iteration 74Q: 3 clusters Score -6042108 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48315 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6042117.500000 Penalty: 5363.994141
	Iteration 75Q: 3 clusters Score -6042118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48325 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6042119.000000 Penalty: 5363.994141
	Iteration 76Q: 3 clusters Score -6042119 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48339 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -6042133.000000 Penalty: 5363.994141
	Iteration 77Q: 3 clusters Score -6042133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48351 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6042134.500000 Penalty: 5363.994141
	Iteration 78Q: 3 clusters Score -6042134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -6042141.000000 Penalty: 5363.994141
	Iteration 79Q: 3 clusters Score -6042141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48377 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -6042142.500000 Penalty: 5363.994141
	Iteration 80F: 3 clusters Score -6042142 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6042152.500000 Penalty: 5363.994141
	Iteration 81Q: 3 clusters Score -6042152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -6042152.000000 Penalty: 5363.994141
	Iteration 82Q: 3 clusters Score -6042152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -6042152.000000 Penalty: 5363.994141
	Iteration 83Q: 3 clusters Score -6042152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6042153.500000 Penalty: 5363.994141
	Iteration 84Q: 3 clusters Score -6042154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48418 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6042152.500000 Penalty: 5363.994141
	Iteration 85Q: 3 clusters Score -6042152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48427 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6042159.500000 Penalty: 5363.994141
	Iteration 86Q: 3 clusters Score -6042160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -6042164.500000 Penalty: 5363.994141
	Iteration 87Q: 3 clusters Score -6042164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48453 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -6042163.500000 Penalty: 5363.994141
	Iteration 88Q: 3 clusters Score -6042164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48464 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -6042164.500000 Penalty: 5363.994141
	Iteration 89Q: 3 clusters Score -6042164 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48476 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -6042168.500000 Penalty: 5363.994141
	Iteration 90Q: 3 clusters Score -6042168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48486 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -6042186.500000 Penalty: 5363.994141
	Iteration 91Q: 3 clusters Score -6042186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48493 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -6042183.500000 Penalty: 5363.994141
	Iteration 92Q: 3 clusters Score -6042184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48508 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6042184.000000 Penalty: 5363.994141
	Iteration 93Q: 3 clusters Score -6042184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -6042189.500000 Penalty: 5363.994141
	Iteration 94Q: 3 clusters Score -6042190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48530 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6042192.000000 Penalty: 5363.994141
	Iteration 95Q: 3 clusters Score -6042192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -6042201.500000 Penalty: 5363.994141
	Iteration 96Q: 3 clusters Score -6042202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48550 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6042205.000000 Penalty: 5363.994141
	Iteration 97Q: 3 clusters Score -6042205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -6042207.500000 Penalty: 5363.994141
	Iteration 98Q: 3 clusters Score -6042208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48565 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6042208.500000 Penalty: 5363.994141
	Iteration 99Q: 3 clusters Score -6042208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48572 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6042222.500000 Penalty: 5363.994141
	Iteration 100F: 3 clusters Score -6042222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6042225.000000 Penalty: 5363.994141
	Iteration 101Q: 3 clusters Score -6042225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48578 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -6042235.000000 Penalty: 5363.994141
	Iteration 102Q: 3 clusters Score -6042235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -6042231.000000 Penalty: 5363.994141
	Iteration 103Q: 3 clusters Score -6042231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48582 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -6042234.500000 Penalty: 5363.994141
	Iteration 104Q: 3 clusters Score -6042234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -6042232.000000 Penalty: 5363.994141
	Iteration 105Q: 3 clusters Score -6042232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6042232.000000 Penalty: 5363.994141
	Iteration 106Q: 3 clusters Score -6042232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48584 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -6042232.000000 Penalty: 5363.994141
	Iteration 107F: 3 clusters Score -6042232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Entering Unmasked Estep 
Score: -462544.750000 Penalty: 2041.249146
	Iteration 0F: 2 clusters Score -462544.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -458750.312500 Penalty: 4082.498291
	Iteration 0F: 3 clusters Score -458750.3 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -459551.125000 Penalty: 4082.498291
	Iteration 1F: 3 clusters Score -459551.1 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -459730.031250 Penalty: 4082.498291
	Iteration 2F: 3 clusters Score -459730 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -459831.625000 Penalty: 4082.498291
	Iteration 3Q: 3 clusters Score -459831.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -459893.250000 Penalty: 4082.498291
	Iteration 4Q: 3 clusters Score -459893.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -459922.656250 Penalty: 4082.498291
	Iteration 5Q: 3 clusters Score -459922.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -459948.906250 Penalty: 4082.498291
	Iteration 6Q: 3 clusters Score -459948.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -459975.375000 Penalty: 4082.498291
	Iteration 7Q: 3 clusters Score -459975.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -459994.718750 Penalty: 4082.498291
	Iteration 8Q: 3 clusters Score -459994.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -460006.500000 Penalty: 4082.498291
	Iteration 9Q: 3 clusters Score -460006.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -460016.812500 Penalty: 4082.498291
	Iteration 10Q: 3 clusters Score -460016.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -460025.843750 Penalty: 4082.498291
	Iteration 11Q: 3 clusters Score -460025.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -460034.812500 Penalty: 4082.498291
	Iteration 12Q: 3 clusters Score -460034.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -460044.593750 Penalty: 4082.498291
	Iteration 13Q: 3 clusters Score -460044.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -460053.562500 Penalty: 4082.498291
	Iteration 14Q: 3 clusters Score -460053.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -460061.000000 Penalty: 4082.498291
	Iteration 15Q: 3 clusters Score -460061 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -460070.906250 Penalty: 4082.498291
	Iteration 16Q: 3 clusters Score -460070.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -460076.656250 Penalty: 4082.498291
	Iteration 17Q: 3 clusters Score -460076.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -460080.937500 Penalty: 4082.498291
	Iteration 18Q: 3 clusters Score -460080.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -460085.156250 Penalty: 4082.498291
	Iteration 19Q: 3 clusters Score -460085.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -460090.281250 Penalty: 4082.498291
	Iteration 20F: 3 clusters Score -460090.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -460090.531250 Penalty: 4082.498291
	Iteration 21Q: 3 clusters Score -460090.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -460093.718750 Penalty: 4082.498291
	Iteration 22Q: 3 clusters Score -460093.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -460094.875000 Penalty: 4082.498291
	Iteration 23Q: 3 clusters Score -460094.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -460098.312500 Penalty: 4082.498291
	Iteration 24Q: 3 clusters Score -460098.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -460100.187500 Penalty: 4082.498291
	Iteration 25Q: 3 clusters Score -460100.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -460103.250000 Penalty: 4082.498291
	Iteration 26Q: 3 clusters Score -460103.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -460104.750000 Penalty: 4082.498291
	Iteration 27Q: 3 clusters Score -460104.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -460107.718750 Penalty: 4082.498291
	Iteration 28Q: 3 clusters Score -460107.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -460109.125000 Penalty: 4082.498291
	Iteration 29Q: 3 clusters Score -460109.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -460110.218750 Penalty: 4082.498291
	Iteration 30Q: 3 clusters Score -460110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -460110.437500 Penalty: 4082.498291
	Iteration 31Q: 3 clusters Score -460110.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -460110.656250 Penalty: 4082.498291
	Iteration 32Q: 3 clusters Score -460110.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -460110.437500 Penalty: 4082.498291
	Iteration 33Q: 3 clusters Score -460110.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -460110.250000 Penalty: 4082.498291
	Iteration 34Q: 3 clusters Score -460110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -460111.250000 Penalty: 4082.498291
	Iteration 35Q: 3 clusters Score -460111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -460112.531250 Penalty: 4082.498291
	Iteration 36Q: 3 clusters Score -460112.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -460112.531250 Penalty: 4082.498291
	Iteration 37F: 3 clusters Score -460112.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (183829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183829 members 
Entering Unmasked Estep 
Score: -22085272.000000 Penalty: 3006.196777
	Iteration 0F: 2 clusters Score -2.208527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92086 members 
Mstep: Class 2 contains 91743 members 
Entering Unmasked Estep 
Score: -21966334.000000 Penalty: 6012.393555
	Iteration 0F: 3 clusters Score -2.196633e+07 nChanged 88088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95264 members 
Mstep: Class 2 contains 88565 members 
Entering Unmasked Estep 
Score: -22017438.000000 Penalty: 6012.393555
	Iteration 1F: 3 clusters Score -2.201744e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97408 members 
Mstep: Class 2 contains 86421 members 
Entering Unmasked Estep 
Score: -22018752.000000 Penalty: 6012.393555
	Iteration 2Q: 3 clusters Score -2.201875e+07 nChanged 5873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100803 members 
Mstep: Class 2 contains 83026 members 
Entering Unmasked Estep 
Score: -22020470.000000 Penalty: 6012.393555
	Iteration 3Q: 3 clusters Score -2.202047e+07 nChanged 7370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106051 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -22023290.000000 Penalty: 6012.393555
	Iteration 4Q: 3 clusters Score -2.202329e+07 nChanged 9496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113845 members 
Mstep: Class 2 contains 69984 members 
Entering Unmasked Estep 
Score: -22027872.000000 Penalty: 6012.393555
	Iteration 5F: 3 clusters Score -2.202787e+07 nChanged 12082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124609 members 
Mstep: Class 2 contains 59220 members 
Entering Unmasked Estep 
Score: -22035892.000000 Penalty: 6012.393555
	Iteration 6F: 3 clusters Score -2.203589e+07 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138078 members 
Mstep: Class 2 contains 45751 members 
Entering Unmasked Estep 
Score: -22047032.000000 Penalty: 6012.393555
	Iteration 7F: 3 clusters Score -2.204703e+07 nChanged 14462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151994 members 
Mstep: Class 2 contains 31835 members 
Entering Unmasked Estep 
Score: -22059842.000000 Penalty: 6012.393555
	Iteration 8F: 3 clusters Score -2.205984e+07 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163193 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -22069142.000000 Penalty: 6012.393555
	Iteration 9F: 3 clusters Score -2.206914e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170763 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -22074980.000000 Penalty: 6012.393555
	Iteration 10Q: 3 clusters Score -2.207498e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175591 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -22078562.000000 Penalty: 6012.393555
	Iteration 11Q: 3 clusters Score -2.207856e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178565 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -22080488.000000 Penalty: 6012.393555
	Iteration 12Q: 3 clusters Score -2.208049e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180405 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -22081590.000000 Penalty: 6012.393555
	Iteration 13Q: 3 clusters Score -2.208159e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181491 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -22082084.000000 Penalty: 6012.393555
	Iteration 14Q: 3 clusters Score -2.208208e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182154 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22082474.000000 Penalty: 6012.393555
	Iteration 15Q: 3 clusters Score -2.208247e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182540 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -22082616.000000 Penalty: 6012.393555
	Iteration 16Q: 3 clusters Score -2.208262e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182767 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -22082668.000000 Penalty: 6012.393555
	Iteration 17Q: 3 clusters Score -2.208267e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182897 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -22082694.000000 Penalty: 6012.393555
	Iteration 18Q: 3 clusters Score -2.208269e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -22082742.000000 Penalty: 6012.393555
	Iteration 19Q: 3 clusters Score -2.208274e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183042 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -22082790.000000 Penalty: 6012.393555
	Iteration 20F: 3 clusters Score -2.208279e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183076 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -22082800.000000 Penalty: 6012.393555
	Iteration 21Q: 3 clusters Score -2.20828e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -22082822.000000 Penalty: 6012.393555
	Iteration 22Q: 3 clusters Score -2.208282e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183122 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -22082830.000000 Penalty: 6012.393555
	Iteration 23Q: 3 clusters Score -2.208283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183138 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -22082828.000000 Penalty: 6012.393555
	Iteration 24Q: 3 clusters Score -2.208283e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183145 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -22082830.000000 Penalty: 6012.393555
	Iteration 25Q: 3 clusters Score -2.208283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183151 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -22082840.000000 Penalty: 6012.393555
	Iteration 26Q: 3 clusters Score -2.208284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183161 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -22082862.000000 Penalty: 6012.393555
	Iteration 27Q: 3 clusters Score -2.208286e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183171 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -22082886.000000 Penalty: 6012.393555
	Iteration 28Q: 3 clusters Score -2.208289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183178 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -22082878.000000 Penalty: 6012.393555
	Iteration 29Q: 3 clusters Score -2.208288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183182 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -22082884.000000 Penalty: 6012.393555
	Iteration 30Q: 3 clusters Score -2.208288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183185 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22082872.000000 Penalty: 6012.393555
	Iteration 31Q: 3 clusters Score -2.208287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183187 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -22082870.000000 Penalty: 6012.393555
	Iteration 32Q: 3 clusters Score -2.208287e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183186 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22082870.000000 Penalty: 6012.393555
	Iteration 33Q: 3 clusters Score -2.208287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183186 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -22082870.000000 Penalty: 6012.393555
	Iteration 34Q: 3 clusters Score -2.208287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183188 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -22082850.000000 Penalty: 6012.393555
	Iteration 35Q: 3 clusters Score -2.208285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183191 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -22082862.000000 Penalty: 6012.393555
	Iteration 36Q: 3 clusters Score -2.208286e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183197 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -22082874.000000 Penalty: 6012.393555
	Iteration 37Q: 3 clusters Score -2.208287e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -22082874.000000 Penalty: 6012.393555
	Iteration 38Q: 3 clusters Score -2.208287e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183204 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -22082886.000000 Penalty: 6012.393555
	Iteration 39Q: 3 clusters Score -2.208289e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183210 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -22082876.000000 Penalty: 6012.393555
	Iteration 40F: 3 clusters Score -2.208288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183211 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -22082884.000000 Penalty: 6012.393555
	Iteration 41Q: 3 clusters Score -2.208288e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183211 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -22082890.000000 Penalty: 6012.393555
	Iteration 42Q: 3 clusters Score -2.208289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183213 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -22082908.000000 Penalty: 6012.393555
	Iteration 43Q: 3 clusters Score -2.208291e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183222 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -22082906.000000 Penalty: 6012.393555
	Iteration 44Q: 3 clusters Score -2.208291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183229 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -22082904.000000 Penalty: 6012.393555
	Iteration 45Q: 3 clusters Score -2.20829e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183236 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -22082912.000000 Penalty: 6012.393555
	Iteration 46Q: 3 clusters Score -2.208291e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183242 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -22082918.000000 Penalty: 6012.393555
	Iteration 47Q: 3 clusters Score -2.208292e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183246 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -22082922.000000 Penalty: 6012.393555
	Iteration 48Q: 3 clusters Score -2.208292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183253 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -22082922.000000 Penalty: 6012.393555
	Iteration 49Q: 3 clusters Score -2.208292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183256 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -22082906.000000 Penalty: 6012.393555
	Iteration 50Q: 3 clusters Score -2.208291e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22082912.000000 Penalty: 6012.393555
	Iteration 51Q: 3 clusters Score -2.208291e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22082906.000000 Penalty: 6012.393555
	Iteration 52Q: 3 clusters Score -2.208291e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183259 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -22082906.000000 Penalty: 6012.393555
	Iteration 53F: 3 clusters Score -2.208291e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4611 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Entering Unmasked Estep 
Score: -541697.062500 Penalty: 2092.177734
	Iteration 0F: 2 clusters Score -541697.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -537402.437500 Penalty: 4184.355469
	Iteration 0F: 3 clusters Score -537402.4 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -538396.625000 Penalty: 4184.355469
	Iteration 1F: 3 clusters Score -538396.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -538609.750000 Penalty: 4184.355469
	Iteration 2F: 3 clusters Score -538609.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -538763.312500 Penalty: 4184.355469
	Iteration 3F: 3 clusters Score -538763.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -538892.375000 Penalty: 4184.355469
	Iteration 4Q: 3 clusters Score -538892.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -539000.250000 Penalty: 4184.355469
	Iteration 5Q: 3 clusters Score -539000.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -539077.687500 Penalty: 4184.355469
	Iteration 6Q: 3 clusters Score -539077.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -539153.125000 Penalty: 4184.355469
	Iteration 7Q: 3 clusters Score -539153.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -539230.875000 Penalty: 4184.355469
	Iteration 8Q: 3 clusters Score -539230.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -539316.625000 Penalty: 4184.355469
	Iteration 9Q: 3 clusters Score -539316.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -539408.437500 Penalty: 4184.355469
	Iteration 10Q: 3 clusters Score -539408.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -539518.562500 Penalty: 4184.355469
	Iteration 11Q: 3 clusters Score -539518.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -539619.250000 Penalty: 4184.355469
	Iteration 12Q: 3 clusters Score -539619.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -539719.000000 Penalty: 4184.355469
	Iteration 13Q: 3 clusters Score -539719 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -539851.437500 Penalty: 4184.355469
	Iteration 14Q: 3 clusters Score -539851.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -539975.187500 Penalty: 4184.355469
	Iteration 15Q: 3 clusters Score -539975.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -540080.562500 Penalty: 4184.355469
	Iteration 16Q: 3 clusters Score -540080.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -540181.500000 Penalty: 4184.355469
	Iteration 17Q: 3 clusters Score -540181.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -540269.250000 Penalty: 4184.355469
	Iteration 18Q: 3 clusters Score -540269.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -540353.437500 Penalty: 4184.355469
	Iteration 19Q: 3 clusters Score -540353.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -540429.937500 Penalty: 4184.355469
	Iteration 20F: 3 clusters Score -540429.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -540474.625000 Penalty: 4184.355469
	Iteration 21Q: 3 clusters Score -540474.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -540503.937500 Penalty: 4184.355469
	Iteration 22Q: 3 clusters Score -540503.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -540529.312500 Penalty: 4184.355469
	Iteration 23Q: 3 clusters Score -540529.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -540547.250000 Penalty: 4184.355469
	Iteration 24Q: 3 clusters Score -540547.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -540558.562500 Penalty: 4184.355469
	Iteration 25Q: 3 clusters Score -540558.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -540567.250000 Penalty: 4184.355469
	Iteration 26Q: 3 clusters Score -540567.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -540576.937500 Penalty: 4184.355469
	Iteration 27Q: 3 clusters Score -540576.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -540584.125000 Penalty: 4184.355469
	Iteration 28Q: 3 clusters Score -540584.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -540587.187500 Penalty: 4184.355469
	Iteration 29Q: 3 clusters Score -540587.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -540591.375000 Penalty: 4184.355469
	Iteration 30Q: 3 clusters Score -540591.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -540593.687500 Penalty: 4184.355469
	Iteration 31Q: 3 clusters Score -540593.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -540595.625000 Penalty: 4184.355469
	Iteration 32Q: 3 clusters Score -540595.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -540596.875000 Penalty: 4184.355469
	Iteration 33Q: 3 clusters Score -540596.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -540597.062500 Penalty: 4184.355469
	Iteration 34Q: 3 clusters Score -540597.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -540597.062500 Penalty: 4184.355469
	Iteration 35F: 3 clusters Score -540597.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -39380.585938 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -39380.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -37982.984375 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -37982.98 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -38159.187500 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -38159.19 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38210.261719 Penalty: 2976.701660
	Iteration 2F: 3 clusters Score -38210.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38216.976562 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -38216.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -38223.960938 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -38223.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38232.160156 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -38232.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -38242.566406 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -38242.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -38247.382812 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -38247.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -38249.468750 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -38249.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38250.683594 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -38250.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -38250.683594 Penalty: 2976.701660
	Iteration 10F: 3 clusters Score -38250.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (101160 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101160 members 
Entering Unmasked Estep 
Score: -12317133.000000 Penalty: 2858.065918
	Iteration 0F: 2 clusters Score -1.231713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50716 members 
Mstep: Class 2 contains 50444 members 
Entering Unmasked Estep 
Score: -12249059.000000 Penalty: 5716.131836
	Iteration 0F: 3 clusters Score -1.224906e+07 nChanged 48131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52021 members 
Mstep: Class 2 contains 49139 members 
Entering Unmasked Estep 
Score: -12276704.000000 Penalty: 5716.131836
	Iteration 1F: 3 clusters Score -1.22767e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 48118 members 
Entering Unmasked Estep 
Score: -12277501.000000 Penalty: 5716.131836
	Iteration 2Q: 3 clusters Score -1.22775e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -12278450.000000 Penalty: 5716.131836
	Iteration 3Q: 3 clusters Score -1.227845e+07 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -12279798.000000 Penalty: 5716.131836
	Iteration 4Q: 3 clusters Score -1.22798e+07 nChanged 4911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 40403 members 
Entering Unmasked Estep 
Score: -12281966.000000 Penalty: 5716.131836
	Iteration 5Q: 3 clusters Score -1.228197e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65860 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -12285604.000000 Penalty: 5716.131836
	Iteration 6F: 3 clusters Score -1.22856e+07 nChanged 7120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72090 members 
Mstep: Class 2 contains 29070 members 
Entering Unmasked Estep 
Score: -12291055.000000 Penalty: 5716.131836
	Iteration 7F: 3 clusters Score -1.229106e+07 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78769 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -12297558.000000 Penalty: 5716.131836
	Iteration 8F: 3 clusters Score -1.229756e+07 nChanged 6429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 16696 members 
Entering Unmasked Estep 
Score: -12303670.000000 Penalty: 5716.131836
	Iteration 9F: 3 clusters Score -1.230367e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88213 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -12307881.000000 Penalty: 5716.131836
	Iteration 10Q: 3 clusters Score -1.230788e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90339 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -12310098.000000 Penalty: 5716.131836
	Iteration 11Q: 3 clusters Score -1.23101e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91701 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -12311150.000000 Penalty: 5716.131836
	Iteration 12Q: 3 clusters Score -1.231115e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92788 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -12311765.000000 Penalty: 5716.131836
	Iteration 13Q: 3 clusters Score -1.231176e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93700 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -12312247.000000 Penalty: 5716.131836
	Iteration 14Q: 3 clusters Score -1.231225e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94469 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -12312592.000000 Penalty: 5716.131836
	Iteration 15Q: 3 clusters Score -1.231259e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95133 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -12312893.000000 Penalty: 5716.131836
	Iteration 16Q: 3 clusters Score -1.231289e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95728 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -12313146.000000 Penalty: 5716.131836
	Iteration 17Q: 3 clusters Score -1.231315e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96216 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -12313339.000000 Penalty: 5716.131836
	Iteration 18Q: 3 clusters Score -1.231334e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96661 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -12313589.000000 Penalty: 5716.131836
	Iteration 19Q: 3 clusters Score -1.231359e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97048 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -12313749.000000 Penalty: 5716.131836
	Iteration 20F: 3 clusters Score -1.231375e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97361 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -12313894.000000 Penalty: 5716.131836
	Iteration 21Q: 3 clusters Score -1.231389e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97648 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -12314008.000000 Penalty: 5716.131836
	Iteration 22Q: 3 clusters Score -1.231401e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97905 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -12314089.000000 Penalty: 5716.131836
	Iteration 23Q: 3 clusters Score -1.231409e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98141 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -12314165.000000 Penalty: 5716.131836
	Iteration 24Q: 3 clusters Score -1.231416e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98355 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -12314320.000000 Penalty: 5716.131836
	Iteration 25Q: 3 clusters Score -1.231432e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98528 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -12314395.000000 Penalty: 5716.131836
	Iteration 26Q: 3 clusters Score -1.23144e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -12314473.000000 Penalty: 5716.131836
	Iteration 27Q: 3 clusters Score -1.231447e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98804 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -12314498.000000 Penalty: 5716.131836
	Iteration 28Q: 3 clusters Score -1.23145e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98887 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -12314516.000000 Penalty: 5716.131836
	Iteration 29Q: 3 clusters Score -1.231452e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98954 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -12314542.000000 Penalty: 5716.131836
	Iteration 30Q: 3 clusters Score -1.231454e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99027 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -12314565.000000 Penalty: 5716.131836
	Iteration 31Q: 3 clusters Score -1.231456e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99112 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -12314596.000000 Penalty: 5716.131836
	Iteration 32Q: 3 clusters Score -1.23146e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99182 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -12314633.000000 Penalty: 5716.131836
	Iteration 33Q: 3 clusters Score -1.231463e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99248 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -12314682.000000 Penalty: 5716.131836
	Iteration 34Q: 3 clusters Score -1.231468e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99321 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12314697.000000 Penalty: 5716.131836
	Iteration 35Q: 3 clusters Score -1.23147e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99374 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -12314724.000000 Penalty: 5716.131836
	Iteration 36Q: 3 clusters Score -1.231472e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -12314765.000000 Penalty: 5716.131836
	Iteration 37Q: 3 clusters Score -1.231476e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99459 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12314783.000000 Penalty: 5716.131836
	Iteration 38Q: 3 clusters Score -1.231478e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99486 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -12314778.000000 Penalty: 5716.131836
	Iteration 39Q: 3 clusters Score -1.231478e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99533 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -12314793.000000 Penalty: 5716.131836
	Iteration 40F: 3 clusters Score -1.231479e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99563 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -12314808.000000 Penalty: 5716.131836
	Iteration 41Q: 3 clusters Score -1.231481e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99604 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -12314815.000000 Penalty: 5716.131836
	Iteration 42Q: 3 clusters Score -1.231482e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -12314824.000000 Penalty: 5716.131836
	Iteration 43Q: 3 clusters Score -1.231482e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99684 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12314853.000000 Penalty: 5716.131836
	Iteration 44Q: 3 clusters Score -1.231485e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99711 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -12314849.000000 Penalty: 5716.131836
	Iteration 45Q: 3 clusters Score -1.231485e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99737 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12314882.000000 Penalty: 5716.131836
	Iteration 46Q: 3 clusters Score -1.231488e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99750 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12314872.000000 Penalty: 5716.131836
	Iteration 47Q: 3 clusters Score -1.231487e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99762 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -12314877.000000 Penalty: 5716.131836
	Iteration 48Q: 3 clusters Score -1.231488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99773 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12314881.000000 Penalty: 5716.131836
	Iteration 49Q: 3 clusters Score -1.231488e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99782 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -12314886.000000 Penalty: 5716.131836
	Iteration 50Q: 3 clusters Score -1.231489e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -12314891.000000 Penalty: 5716.131836
	Iteration 51Q: 3 clusters Score -1.231489e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99797 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -12314882.000000 Penalty: 5716.131836
	Iteration 52Q: 3 clusters Score -1.231488e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99802 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -12314880.000000 Penalty: 5716.131836
	Iteration 53Q: 3 clusters Score -1.231488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99806 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -12314887.000000 Penalty: 5716.131836
	Iteration 54Q: 3 clusters Score -1.231489e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99808 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -12314894.000000 Penalty: 5716.131836
	Iteration 55Q: 3 clusters Score -1.231489e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99815 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12314903.000000 Penalty: 5716.131836
	Iteration 56Q: 3 clusters Score -1.23149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12314898.000000 Penalty: 5716.131836
	Iteration 57Q: 3 clusters Score -1.23149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99821 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -12314902.000000 Penalty: 5716.131836
	Iteration 58Q: 3 clusters Score -1.23149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99825 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -12314900.000000 Penalty: 5716.131836
	Iteration 59Q: 3 clusters Score -1.23149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12314905.000000 Penalty: 5716.131836
	Iteration 60F: 3 clusters Score -1.23149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99830 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -12314902.000000 Penalty: 5716.131836
	Iteration 61Q: 3 clusters Score -1.23149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99831 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -12314900.000000 Penalty: 5716.131836
	Iteration 62Q: 3 clusters Score -1.23149e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12314899.000000 Penalty: 5716.131836
	Iteration 63Q: 3 clusters Score -1.23149e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99832 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -12314899.000000 Penalty: 5716.131836
	Iteration 64F: 3 clusters Score -1.23149e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Entering Unmasked Estep 
Score: -690631.437500 Penalty: 2141.429932
	Iteration 0F: 2 clusters Score -690631.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -685686.812500 Penalty: 4282.859863
	Iteration 0F: 3 clusters Score -685686.8 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -686914.375000 Penalty: 4282.859863
	Iteration 1F: 3 clusters Score -686914.4 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -687096.812500 Penalty: 4282.859863
	Iteration 2F: 3 clusters Score -687096.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -687197.750000 Penalty: 4282.859863
	Iteration 3Q: 3 clusters Score -687197.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -687252.125000 Penalty: 4282.859863
	Iteration 4Q: 3 clusters Score -687252.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -687298.000000 Penalty: 4282.859863
	Iteration 5Q: 3 clusters Score -687298 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -687336.687500 Penalty: 4282.859863
	Iteration 6Q: 3 clusters Score -687336.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -687364.187500 Penalty: 4282.859863
	Iteration 7Q: 3 clusters Score -687364.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -687392.937500 Penalty: 4282.859863
	Iteration 8Q: 3 clusters Score -687392.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -687416.187500 Penalty: 4282.859863
	Iteration 9Q: 3 clusters Score -687416.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -687434.187500 Penalty: 4282.859863
	Iteration 10Q: 3 clusters Score -687434.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -687451.000000 Penalty: 4282.859863
	Iteration 11Q: 3 clusters Score -687451 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -687472.125000 Penalty: 4282.859863
	Iteration 12Q: 3 clusters Score -687472.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -687488.437500 Penalty: 4282.859863
	Iteration 13Q: 3 clusters Score -687488.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -687507.937500 Penalty: 4282.859863
	Iteration 14Q: 3 clusters Score -687507.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -687530.500000 Penalty: 4282.859863
	Iteration 15Q: 3 clusters Score -687530.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -687554.500000 Penalty: 4282.859863
	Iteration 16Q: 3 clusters Score -687554.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -687582.312500 Penalty: 4282.859863
	Iteration 17Q: 3 clusters Score -687582.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -687607.187500 Penalty: 4282.859863
	Iteration 18Q: 3 clusters Score -687607.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -687629.500000 Penalty: 4282.859863
	Iteration 19Q: 3 clusters Score -687629.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -687647.937500 Penalty: 4282.859863
	Iteration 20F: 3 clusters Score -687647.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -687670.312500 Penalty: 4282.859863
	Iteration 21Q: 3 clusters Score -687670.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -687689.687500 Penalty: 4282.859863
	Iteration 22Q: 3 clusters Score -687689.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -687711.687500 Penalty: 4282.859863
	Iteration 23Q: 3 clusters Score -687711.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -687739.000000 Penalty: 4282.859863
	Iteration 24Q: 3 clusters Score -687739 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -687776.312500 Penalty: 4282.859863
	Iteration 25Q: 3 clusters Score -687776.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -687811.437500 Penalty: 4282.859863
	Iteration 26Q: 3 clusters Score -687811.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -687855.062500 Penalty: 4282.859863
	Iteration 27Q: 3 clusters Score -687855.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -687910.750000 Penalty: 4282.859863
	Iteration 28Q: 3 clusters Score -687910.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -687957.625000 Penalty: 4282.859863
	Iteration 29Q: 3 clusters Score -687957.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -688002.062500 Penalty: 4282.859863
	Iteration 30Q: 3 clusters Score -688002.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -688041.125000 Penalty: 4282.859863
	Iteration 31Q: 3 clusters Score -688041.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -688082.250000 Penalty: 4282.859863
	Iteration 32Q: 3 clusters Score -688082.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -688128.937500 Penalty: 4282.859863
	Iteration 33Q: 3 clusters Score -688128.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -688177.812500 Penalty: 4282.859863
	Iteration 34Q: 3 clusters Score -688177.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -688220.750000 Penalty: 4282.859863
	Iteration 35Q: 3 clusters Score -688220.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -688276.312500 Penalty: 4282.859863
	Iteration 36Q: 3 clusters Score -688276.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -688325.437500 Penalty: 4282.859863
	Iteration 37Q: 3 clusters Score -688325.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -688379.312500 Penalty: 4282.859863
	Iteration 38Q: 3 clusters Score -688379.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -688433.437500 Penalty: 4282.859863
	Iteration 39Q: 3 clusters Score -688433.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -688465.750000 Penalty: 4282.859863
	Iteration 40F: 3 clusters Score -688465.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -688498.375000 Penalty: 4282.859863
	Iteration 41Q: 3 clusters Score -688498.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -688528.250000 Penalty: 4282.859863
	Iteration 42Q: 3 clusters Score -688528.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -688557.312500 Penalty: 4282.859863
	Iteration 43Q: 3 clusters Score -688557.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -688589.000000 Penalty: 4282.859863
	Iteration 44Q: 3 clusters Score -688589 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -688620.062500 Penalty: 4282.859863
	Iteration 45Q: 3 clusters Score -688620.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -688642.937500 Penalty: 4282.859863
	Iteration 46Q: 3 clusters Score -688642.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -688659.062500 Penalty: 4282.859863
	Iteration 47Q: 3 clusters Score -688659.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -688672.312500 Penalty: 4282.859863
	Iteration 48Q: 3 clusters Score -688672.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -688684.250000 Penalty: 4282.859863
	Iteration 49Q: 3 clusters Score -688684.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -688695.187500 Penalty: 4282.859863
	Iteration 50Q: 3 clusters Score -688695.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -688702.812500 Penalty: 4282.859863
	Iteration 51Q: 3 clusters Score -688702.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -688705.125000 Penalty: 4282.859863
	Iteration 52Q: 3 clusters Score -688705.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -688708.312500 Penalty: 4282.859863
	Iteration 53Q: 3 clusters Score -688708.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -688710.437500 Penalty: 4282.859863
	Iteration 54Q: 3 clusters Score -688710.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -688712.812500 Penalty: 4282.859863
	Iteration 55Q: 3 clusters Score -688712.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -688714.062500 Penalty: 4282.859863
	Iteration 56Q: 3 clusters Score -688714.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -688717.312500 Penalty: 4282.859863
	Iteration 57Q: 3 clusters Score -688717.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -688717.875000 Penalty: 4282.859863
	Iteration 58Q: 3 clusters Score -688717.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -688719.062500 Penalty: 4282.859863
	Iteration 59Q: 3 clusters Score -688719.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -688719.687500 Penalty: 4282.859863
	Iteration 60F: 3 clusters Score -688719.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -688720.062500 Penalty: 4282.859863
	Iteration 61Q: 3 clusters Score -688720.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -688720.062500 Penalty: 4282.859863
	Iteration 62F: 3 clusters Score -688720.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (7398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Entering Unmasked Estep 
Score: -889351.625000 Penalty: 2209.423340
	Iteration 0F: 2 clusters Score -889351.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -883293.187500 Penalty: 4418.846680
	Iteration 0F: 3 clusters Score -883293.2 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -884942.937500 Penalty: 4418.846680
	Iteration 1F: 3 clusters Score -884942.9 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -885274.750000 Penalty: 4418.846680
	Iteration 2F: 3 clusters Score -885274.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -885506.625000 Penalty: 4418.846680
	Iteration 3F: 3 clusters Score -885506.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -885738.312500 Penalty: 4418.846680
	Iteration 4Q: 3 clusters Score -885738.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -885938.562500 Penalty: 4418.846680
	Iteration 5Q: 3 clusters Score -885938.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -886108.312500 Penalty: 4418.846680
	Iteration 6Q: 3 clusters Score -886108.3 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -886284.687500 Penalty: 4418.846680
	Iteration 7Q: 3 clusters Score -886284.7 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -886488.437500 Penalty: 4418.846680
	Iteration 8Q: 3 clusters Score -886488.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -886653.187500 Penalty: 4418.846680
	Iteration 9Q: 3 clusters Score -886653.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -886820.312500 Penalty: 4418.846680
	Iteration 10Q: 3 clusters Score -886820.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -886957.125000 Penalty: 4418.846680
	Iteration 11Q: 3 clusters Score -886957.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -887066.312500 Penalty: 4418.846680
	Iteration 12Q: 3 clusters Score -887066.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -887164.875000 Penalty: 4418.846680
	Iteration 13Q: 3 clusters Score -887164.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -887254.687500 Penalty: 4418.846680
	Iteration 14Q: 3 clusters Score -887254.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -887322.875000 Penalty: 4418.846680
	Iteration 15Q: 3 clusters Score -887322.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -887390.750000 Penalty: 4418.846680
	Iteration 16Q: 3 clusters Score -887390.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -887440.375000 Penalty: 4418.846680
	Iteration 17Q: 3 clusters Score -887440.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -887491.875000 Penalty: 4418.846680
	Iteration 18Q: 3 clusters Score -887491.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -887525.375000 Penalty: 4418.846680
	Iteration 19Q: 3 clusters Score -887525.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -887556.312500 Penalty: 4418.846680
	Iteration 20F: 3 clusters Score -887556.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -887583.062500 Penalty: 4418.846680
	Iteration 21Q: 3 clusters Score -887583.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -887608.687500 Penalty: 4418.846680
	Iteration 22Q: 3 clusters Score -887608.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -887624.500000 Penalty: 4418.846680
	Iteration 23Q: 3 clusters Score -887624.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -887641.000000 Penalty: 4418.846680
	Iteration 24Q: 3 clusters Score -887641 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -887660.062500 Penalty: 4418.846680
	Iteration 25Q: 3 clusters Score -887660.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -887676.250000 Penalty: 4418.846680
	Iteration 26Q: 3 clusters Score -887676.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -887692.562500 Penalty: 4418.846680
	Iteration 27Q: 3 clusters Score -887692.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -887700.937500 Penalty: 4418.846680
	Iteration 28Q: 3 clusters Score -887700.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -887707.187500 Penalty: 4418.846680
	Iteration 29Q: 3 clusters Score -887707.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -887712.125000 Penalty: 4418.846680
	Iteration 30Q: 3 clusters Score -887712.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -887713.187500 Penalty: 4418.846680
	Iteration 31Q: 3 clusters Score -887713.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -887717.062500 Penalty: 4418.846680
	Iteration 32Q: 3 clusters Score -887717.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -887718.375000 Penalty: 4418.846680
	Iteration 33Q: 3 clusters Score -887718.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -887719.187500 Penalty: 4418.846680
	Iteration 34Q: 3 clusters Score -887719.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -887720.375000 Penalty: 4418.846680
	Iteration 35Q: 3 clusters Score -887720.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -887720.000000 Penalty: 4418.846680
	Iteration 36Q: 3 clusters Score -887720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -887720.000000 Penalty: 4418.846680
	Iteration 37F: 3 clusters Score -887720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Entering Unmasked Estep 
Score: -1063607.125000 Penalty: 2248.799316
	Iteration 0F: 2 clusters Score -1063607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1056751.125000 Penalty: 4497.598633
	Iteration 0F: 3 clusters Score -1056751 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1058681.375000 Penalty: 4497.598633
	Iteration 1F: 3 clusters Score -1058681 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1058908.750000 Penalty: 4497.598633
	Iteration 2F: 3 clusters Score -1058909 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1059046.250000 Penalty: 4497.598633
	Iteration 3Q: 3 clusters Score -1059046 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1059128.000000 Penalty: 4497.598633
	Iteration 4Q: 3 clusters Score -1059128 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1059185.000000 Penalty: 4497.598633
	Iteration 5Q: 3 clusters Score -1059185 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1059235.375000 Penalty: 4497.598633
	Iteration 6Q: 3 clusters Score -1059235 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -1059284.000000 Penalty: 4497.598633
	Iteration 7Q: 3 clusters Score -1059284 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1059326.250000 Penalty: 4497.598633
	Iteration 8Q: 3 clusters Score -1059326 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1059378.250000 Penalty: 4497.598633
	Iteration 9Q: 3 clusters Score -1059378 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -1059434.375000 Penalty: 4497.598633
	Iteration 10Q: 3 clusters Score -1059434 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1059487.375000 Penalty: 4497.598633
	Iteration 11Q: 3 clusters Score -1059487 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1059549.875000 Penalty: 4497.598633
	Iteration 12Q: 3 clusters Score -1059550 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1059632.250000 Penalty: 4497.598633
	Iteration 13Q: 3 clusters Score -1059632 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -1059729.875000 Penalty: 4497.598633
	Iteration 14Q: 3 clusters Score -1059730 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1059871.875000 Penalty: 4497.598633
	Iteration 15Q: 3 clusters Score -1059872 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1060080.750000 Penalty: 4497.598633
	Iteration 16Q: 3 clusters Score -1060081 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1060323.250000 Penalty: 4497.598633
	Iteration 17Q: 3 clusters Score -1060323 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1060578.250000 Penalty: 4497.598633
	Iteration 18Q: 3 clusters Score -1060578 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1060859.000000 Penalty: 4497.598633
	Iteration 19Q: 3 clusters Score -1060859 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1061079.250000 Penalty: 4497.598633
	Iteration 20F: 3 clusters Score -1061079 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1061276 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1061434 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1061547 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1061630 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1061681 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1061717 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1061745 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1061771 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1061791 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1061810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8002 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1061820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1061830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1061838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1061840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1061842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -1061843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -1061842 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1061844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
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	Iteration 39F: 3 clusters Score -1061844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 258509 members 
Mstep: Class 3 contains 26926 members 
Mstep: Class 4 contains 31227 members 
Mstep: Class 5 contains 49737 members 
Mstep: Class 6 contains 3755 members 
Mstep: Class 7 contains 183829 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 101160 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 19 contains 7398 members 
Mstep: Class 20 contains 8671 members 
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Iteration 159Q: 14 clusters Score -8.108761e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 258138 members 
Mstep: Class 3 contains 26900 members 
Mstep: Class 4 contains 31229 members 
Mstep: Class 5 contains 49710 members 
Mstep: Class 6 contains 3761 members 
Mstep: Class 7 contains 183716 members 
Mstep: Class 11 contains 4611 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 101636 members 
Mstep: Class 14 contains 5628 members 
Mstep: Class 19 contains 7399 members 
Mstep: Class 20 contains 8718 members 
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Iteration 160F: 14 clusters Score -8.108766e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 257750 members 
Mstep: Class 3 contains 26893 members 
Mstep: Class 4 contains 31229 members 
Mstep: Class 5 contains 49677 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 183641 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 102085 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 19 contains 7395 members 
Mstep: Class 20 contains 8758 members 
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Iteration 161Q: 14 clusters Score -8.108764e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 257382 members 
Mstep: Class 3 contains 26870 members 
Mstep: Class 4 contains 31231 members 
Mstep: Class 5 contains 49649 members 
Mstep: Class 6 contains 3783 members 
Mstep: Class 7 contains 183565 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 102525 members 
Mstep: Class 14 contains 5632 members 
Mstep: Class 19 contains 7386 members 
Mstep: Class 20 contains 8807 members 
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Iteration 162Q: 14 clusters Score -8.10877e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 257033 members 
Mstep: Class 3 contains 26846 members 
Mstep: Class 4 contains 31241 members 
Mstep: Class 5 contains 49632 members 
Mstep: Class 6 contains 3786 members 
Mstep: Class 7 contains 183515 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 102926 members 
Mstep: Class 14 contains 5635 members 
Mstep: Class 19 contains 7372 members 
Mstep: Class 20 contains 8840 members 
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Iteration 163Q: 14 clusters Score -8.108778e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 256680 members 
Mstep: Class 3 contains 26821 members 
Mstep: Class 4 contains 31250 members 
Mstep: Class 5 contains 49618 members 
Mstep: Class 6 contains 3786 members 
Mstep: Class 7 contains 183437 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 103368 members 
Mstep: Class 14 contains 5637 members 
Mstep: Class 19 contains 7351 members 
Mstep: Class 20 contains 8877 members 
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Iteration 164Q: 14 clusters Score -8.10875e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 256306 members 
Mstep: Class 3 contains 26813 members 
Mstep: Class 4 contains 31241 members 
Mstep: Class 5 contains 49604 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 7 contains 183384 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 103798 members 
Mstep: Class 14 contains 5643 members 
Mstep: Class 19 contains 7336 members 
Mstep: Class 20 contains 8910 members 
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Iteration 165Q: 14 clusters Score -8.108767e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 255975 members 
Mstep: Class 3 contains 26798 members 
Mstep: Class 4 contains 31245 members 
Mstep: Class 5 contains 49604 members 
Mstep: Class 6 contains 3790 members 
Mstep: Class 7 contains 183315 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 104188 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 19 contains 7317 members 
Mstep: Class 20 contains 8950 members 
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Iteration 166Q: 14 clusters Score -8.108754e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 255620 members 
Mstep: Class 3 contains 26773 members 
Mstep: Class 4 contains 31251 members 
Mstep: Class 5 contains 49599 members 
Mstep: Class 6 contains 3785 members 
Mstep: Class 7 contains 183280 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 104602 members 
Mstep: Class 14 contains 5643 members 
Mstep: Class 19 contains 7287 members 
Mstep: Class 20 contains 8980 members 
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Iteration 167Q: 14 clusters Score -8.108751e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 255265 members 
Mstep: Class 3 contains 26748 members 
Mstep: Class 4 contains 31249 members 
Mstep: Class 5 contains 49582 members 
Mstep: Class 6 contains 3785 members 
Mstep: Class 7 contains 183237 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 105027 members 
Mstep: Class 14 contains 5641 members 
Mstep: Class 19 contains 7269 members 
Mstep: Class 20 contains 9013 members 
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Iteration 168Q: 14 clusters Score -8.108766e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 254905 members 
Mstep: Class 3 contains 26728 members 
Mstep: Class 4 contains 31244 members 
Mstep: Class 5 contains 49567 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 183221 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 105435 members 
Mstep: Class 14 contains 5644 members 
Mstep: Class 19 contains 7249 members 
Mstep: Class 20 contains 9041 members 
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Iteration 169Q: 14 clusters Score -8.108771e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 254580 members 
Mstep: Class 3 contains 26708 members 
Mstep: Class 4 contains 31240 members 
Mstep: Class 5 contains 49552 members 
Mstep: Class 6 contains 3778 members 
Mstep: Class 7 contains 183150 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 105861 members 
Mstep: Class 14 contains 5642 members 
Mstep: Class 19 contains 7228 members 
Mstep: Class 20 contains 9078 members 
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Iteration 170Q: 14 clusters Score -8.108766e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 254218 members 
Mstep: Class 3 contains 26691 members 
Mstep: Class 4 contains 31247 members 
Mstep: Class 5 contains 49533 members 
Mstep: Class 6 contains 3773 members 
Mstep: Class 7 contains 183089 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 106300 members 
Mstep: Class 14 contains 5648 members 
Mstep: Class 19 contains 7206 members 
Mstep: Class 20 contains 9111 members 
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Iteration 171Q: 14 clusters Score -8.10877e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 253872 members 
Mstep: Class 3 contains 26670 members 
Mstep: Class 4 contains 31243 members 
Mstep: Class 5 contains 49516 members 
Mstep: Class 6 contains 3769 members 
Mstep: Class 7 contains 183004 members 
Mstep: Class 11 contains 4613 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 106750 members 
Mstep: Class 14 contains 5650 members 
Mstep: Class 19 contains 7186 members 
Mstep: Class 20 contains 9157 members 
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Iteration 172Q: 14 clusters Score -8.10879e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 253547 members 
Mstep: Class 3 contains 26655 members 
Mstep: Class 4 contains 31244 members 
Mstep: Class 5 contains 49500 members 
Mstep: Class 6 contains 3767 members 
Mstep: Class 7 contains 182935 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 107148 members 
Mstep: Class 14 contains 5652 members 
Mstep: Class 19 contains 7176 members 
Mstep: Class 20 contains 9191 members 
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Iteration 173Q: 14 clusters Score -8.108786e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 253217 members 
Mstep: Class 3 contains 26643 members 
Mstep: Class 4 contains 31248 members 
Mstep: Class 5 contains 49485 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 182844 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 107562 members 
Mstep: Class 14 contains 5653 members 
Mstep: Class 19 contains 7159 members 
Mstep: Class 20 contains 9238 members 
Entering Unmasked Estep 
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Iteration 174Q: 14 clusters Score -8.10878e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 252859 members 
Mstep: Class 3 contains 26626 members 
Mstep: Class 4 contains 31253 members 
Mstep: Class 5 contains 49475 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 182775 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 107981 members 
Mstep: Class 14 contains 5652 members 
Mstep: Class 19 contains 7142 members 
Mstep: Class 20 contains 9279 members 
Entering Unmasked Estep 
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Iteration 175Q: 14 clusters Score -8.108782e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 252501 members 
Mstep: Class 3 contains 26605 members 
Mstep: Class 4 contains 31254 members 
Mstep: Class 5 contains 49468 members 
Mstep: Class 6 contains 3772 members 
Mstep: Class 7 contains 182730 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 108380 members 
Mstep: Class 14 contains 5648 members 
Mstep: Class 19 contains 7126 members 
Mstep: Class 20 contains 9328 members 
Entering Unmasked Estep 
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Iteration 176Q: 14 clusters Score -8.108769e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 252165 members 
Mstep: Class 3 contains 26572 members 
Mstep: Class 4 contains 31263 members 
Mstep: Class 5 contains 49455 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 182683 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 108767 members 
Mstep: Class 14 contains 5652 members 
Mstep: Class 19 contains 7115 members 
Mstep: Class 20 contains 9365 members 
Entering Unmasked Estep 
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Iteration 177Q: 14 clusters Score -8.108779e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 251854 members 
Mstep: Class 3 contains 26545 members 
Mstep: Class 4 contains 31262 members 
Mstep: Class 5 contains 49425 members 
Mstep: Class 6 contains 3770 members 
Mstep: Class 7 contains 182626 members 
Mstep: Class 11 contains 4614 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 109172 members 
Mstep: Class 14 contains 5649 members 
Mstep: Class 19 contains 7106 members 
Mstep: Class 20 contains 9402 members 
Entering Unmasked Estep 
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Iteration 178Q: 14 clusters Score -8.10878e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 251534 members 
Mstep: Class 3 contains 26523 members 
Mstep: Class 4 contains 31263 members 
Mstep: Class 5 contains 49404 members 
Mstep: Class 6 contains 3766 members 
Mstep: Class 7 contains 182525 members 
Mstep: Class 11 contains 4615 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 109605 members 
Mstep: Class 14 contains 5648 members 
Mstep: Class 19 contains 7099 members 
Mstep: Class 20 contains 9441 members 
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Iteration 179Q: 14 clusters Score -8.108791e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 251206 members 
Mstep: Class 3 contains 26500 members 
Mstep: Class 4 contains 31275 members 
Mstep: Class 5 contains 49382 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 182439 members 
Mstep: Class 11 contains 4616 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 110017 members 
Mstep: Class 14 contains 5653 members 
Mstep: Class 19 contains 7092 members 
Mstep: Class 20 contains 9473 members 
Entering Unmasked Estep 
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Iteration 180F: 14 clusters Score -8.108799e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 250873 members 
Mstep: Class 3 contains 26461 members 
Mstep: Class 4 contains 31285 members 
Mstep: Class 5 contains 49363 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 182310 members 
Mstep: Class 11 contains 4618 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 110501 members 
Mstep: Class 14 contains 5659 members 
Mstep: Class 19 contains 7083 members 
Mstep: Class 20 contains 9496 members 
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Iteration 181Q: 14 clusters Score -8.108799e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 250502 members 
Mstep: Class 3 contains 26423 members 
Mstep: Class 4 contains 31294 members 
Mstep: Class 5 contains 49348 members 
Mstep: Class 6 contains 3777 members 
Mstep: Class 7 contains 182159 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 111035 members 
Mstep: Class 14 contains 5663 members 
Mstep: Class 19 contains 7079 members 
Mstep: Class 20 contains 9524 members 
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Iteration 182Q: 14 clusters Score -8.108802e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 250146 members 
Mstep: Class 3 contains 26391 members 
Mstep: Class 4 contains 31297 members 
Mstep: Class 5 contains 49341 members 
Mstep: Class 6 contains 3775 members 
Mstep: Class 7 contains 181997 members 
Mstep: Class 11 contains 4620 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 111562 members 
Mstep: Class 14 contains 5661 members 
Mstep: Class 19 contains 7074 members 
Mstep: Class 20 contains 9557 members 
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Iteration 183Q: 14 clusters Score -8.1088e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 249807 members 
Mstep: Class 3 contains 26350 members 
Mstep: Class 4 contains 31299 members 
Mstep: Class 5 contains 49322 members 
Mstep: Class 6 contains 3786 members 
Mstep: Class 7 contains 181818 members 
Mstep: Class 11 contains 4622 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 112105 members 
Mstep: Class 14 contains 5658 members 
Mstep: Class 19 contains 7070 members 
Mstep: Class 20 contains 9582 members 
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Iteration 184Q: 14 clusters Score -8.108799e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 249418 members 
Mstep: Class 3 contains 26311 members 
Mstep: Class 4 contains 31308 members 
Mstep: Class 5 contains 49318 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 181659 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 112660 members 
Mstep: Class 14 contains 5660 members 
Mstep: Class 19 contains 7063 members 
Mstep: Class 20 contains 9605 members 
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Iteration 185Q: 14 clusters Score -8.108794e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 249013 members 
Mstep: Class 3 contains 26276 members 
Mstep: Class 4 contains 31314 members 
Mstep: Class 5 contains 49305 members 
Mstep: Class 6 contains 3800 members 
Mstep: Class 7 contains 181506 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 113248 members 
Mstep: Class 14 contains 5658 members 
Mstep: Class 19 contains 7054 members 
Mstep: Class 20 contains 9626 members 
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Iteration 186Q: 14 clusters Score -8.1088e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 248562 members 
Mstep: Class 3 contains 26243 members 
Mstep: Class 4 contains 31334 members 
Mstep: Class 5 contains 49290 members 
Mstep: Class 6 contains 3810 members 
Mstep: Class 7 contains 181324 members 
Mstep: Class 11 contains 4621 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 113867 members 
Mstep: Class 14 contains 5664 members 
Mstep: Class 19 contains 7049 members 
Mstep: Class 20 contains 9657 members 
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Iteration 187Q: 14 clusters Score -8.108797e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 248165 members 
Mstep: Class 3 contains 26220 members 
Mstep: Class 4 contains 31337 members 
Mstep: Class 5 contains 49272 members 
Mstep: Class 6 contains 3816 members 
Mstep: Class 7 contains 181124 members 
Mstep: Class 11 contains 4619 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 114488 members 
Mstep: Class 14 contains 5660 members 
Mstep: Class 19 contains 7036 members 
Mstep: Class 20 contains 9684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088056.000000 Penalty: 43318.621094
Iteration 188Q: 14 clusters Score -8.108806e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 247749 members 
Mstep: Class 3 contains 26196 members 
Mstep: Class 4 contains 31348 members 
Mstep: Class 5 contains 49246 members 
Mstep: Class 6 contains 3820 members 
Mstep: Class 7 contains 180935 members 
Mstep: Class 11 contains 4617 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 115112 members 
Mstep: Class 14 contains 5657 members 
Mstep: Class 19 contains 7024 members 
Mstep: Class 20 contains 9719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088008.000000 Penalty: 43318.621094
Iteration 189Q: 14 clusters Score -8.108801e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 247328 members 
Mstep: Class 3 contains 26176 members 
Mstep: Class 4 contains 31345 members 
Mstep: Class 5 contains 49216 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 180715 members 
Mstep: Class 11 contains 4615 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 115755 members 
Mstep: Class 14 contains 5658 members 
Mstep: Class 19 contains 7023 members 
Mstep: Class 20 contains 9759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087984.000000 Penalty: 43318.621094
Iteration 190Q: 14 clusters Score -8.108798e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 246929 members 
Mstep: Class 3 contains 26141 members 
Mstep: Class 4 contains 31352 members 
Mstep: Class 5 contains 49176 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 180528 members 
Mstep: Class 11 contains 4612 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 116381 members 
Mstep: Class 14 contains 5652 members 
Mstep: Class 19 contains 7017 members 
Mstep: Class 20 contains 9794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088056.000000 Penalty: 43318.621094
Iteration 191Q: 14 clusters Score -8.108806e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 246467 members 
Mstep: Class 3 contains 26117 members 
Mstep: Class 4 contains 31360 members 
Mstep: Class 5 contains 49151 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 180374 members 
Mstep: Class 11 contains 4609 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 117029 members 
Mstep: Class 14 contains 5652 members 
Mstep: Class 19 contains 7000 members 
Mstep: Class 20 contains 9828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088256.000000 Penalty: 43318.621094
Iteration 192Q: 14 clusters Score -8.108826e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 246036 members 
Mstep: Class 3 contains 26093 members 
Mstep: Class 4 contains 31364 members 
Mstep: Class 5 contains 49107 members 
Mstep: Class 6 contains 3842 members 
Mstep: Class 7 contains 180205 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 117686 members 
Mstep: Class 14 contains 5648 members 
Mstep: Class 19 contains 6978 members 
Mstep: Class 20 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088240.000000 Penalty: 43318.621094
Iteration 193Q: 14 clusters Score -8.108824e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 245631 members 
Mstep: Class 3 contains 26061 members 
Mstep: Class 4 contains 31376 members 
Mstep: Class 5 contains 49074 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 179980 members 
Mstep: Class 11 contains 4606 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 118349 members 
Mstep: Class 14 contains 5650 members 
Mstep: Class 19 contains 6957 members 
Mstep: Class 20 contains 9900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088344.000000 Penalty: 43318.621094
Iteration 194Q: 14 clusters Score -8.108834e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 245214 members 
Mstep: Class 3 contains 26030 members 
Mstep: Class 4 contains 31390 members 
Mstep: Class 5 contains 49037 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 179767 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 119024 members 
Mstep: Class 14 contains 5652 members 
Mstep: Class 19 contains 6939 members 
Mstep: Class 20 contains 9931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088448.000000 Penalty: 43318.621094
Iteration 195Q: 14 clusters Score -8.108845e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 244783 members 
Mstep: Class 3 contains 26000 members 
Mstep: Class 4 contains 31396 members 
Mstep: Class 5 contains 48999 members 
Mstep: Class 6 contains 3830 members 
Mstep: Class 7 contains 179542 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 119727 members 
Mstep: Class 14 contains 5650 members 
Mstep: Class 19 contains 6927 members 
Mstep: Class 20 contains 9965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088448.000000 Penalty: 43318.621094
Iteration 196Q: 14 clusters Score -8.108845e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 244335 members 
Mstep: Class 3 contains 25963 members 
Mstep: Class 4 contains 31396 members 
Mstep: Class 5 contains 48971 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 179321 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 120449 members 
Mstep: Class 14 contains 5647 members 
Mstep: Class 19 contains 6920 members 
Mstep: Class 20 contains 9992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088344.000000 Penalty: 43318.621094
Iteration 197Q: 14 clusters Score -8.108834e+07 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 243820 members 
Mstep: Class 3 contains 25929 members 
Mstep: Class 4 contains 31402 members 
Mstep: Class 5 contains 48942 members 
Mstep: Class 6 contains 3815 members 
Mstep: Class 7 contains 179129 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 121214 members 
Mstep: Class 14 contains 5641 members 
Mstep: Class 19 contains 6911 members 
Mstep: Class 20 contains 10016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088456.000000 Penalty: 43318.621094
Iteration 198Q: 14 clusters Score -8.108846e+07 nChanged 1131
Entering ConstructFrom: 
Score: -81088456.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Entering Unmasked Estep 
Score: -288342.375000 Penalty: 1947.308472
	Iteration 0F: 2 clusters Score -288342.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -285353.125000 Penalty: 3894.616943
	Iteration 0F: 3 clusters Score -285353.1 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -285987.843750 Penalty: 3894.616943
	Iteration 1F: 3 clusters Score -285987.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -286129.031250 Penalty: 3894.616943
	Iteration 2F: 3 clusters Score -286129 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -286214.312500 Penalty: 3894.616943
	Iteration 3Q: 3 clusters Score -286214.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -286279.812500 Penalty: 3894.616943
	Iteration 4Q: 3 clusters Score -286279.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -286316.968750 Penalty: 3894.616943
	Iteration 5Q: 3 clusters Score -286317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -286351.250000 Penalty: 3894.616943
	Iteration 6Q: 3 clusters Score -286351.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -286377.562500 Penalty: 3894.616943
	Iteration 7Q: 3 clusters Score -286377.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -286397.250000 Penalty: 3894.616943
	Iteration 8Q: 3 clusters Score -286397.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -286412.562500 Penalty: 3894.616943
	Iteration 9Q: 3 clusters Score -286412.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -286425.437500 Penalty: 3894.616943
	Iteration 10Q: 3 clusters Score -286425.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -286432.218750 Penalty: 3894.616943
	Iteration 11Q: 3 clusters Score -286432.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -286439.218750 Penalty: 3894.616943
	Iteration 12Q: 3 clusters Score -286439.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -286446.000000 Penalty: 3894.616943
	Iteration 13Q: 3 clusters Score -286446 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -286452.187500 Penalty: 3894.616943
	Iteration 14Q: 3 clusters Score -286452.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -286458.437500 Penalty: 3894.616943
	Iteration 15Q: 3 clusters Score -286458.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -286464.062500 Penalty: 3894.616943
	Iteration 16Q: 3 clusters Score -286464.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -286468.625000 Penalty: 3894.616943
	Iteration 17Q: 3 clusters Score -286468.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -286473.781250 Penalty: 3894.616943
	Iteration 18Q: 3 clusters Score -286473.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -286478.718750 Penalty: 3894.616943
	Iteration 19Q: 3 clusters Score -286478.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -286482.375000 Penalty: 3894.616943
	Iteration 20F: 3 clusters Score -286482.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -286485.562500 Penalty: 3894.616943
	Iteration 21Q: 3 clusters Score -286485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -286487.375000 Penalty: 3894.616943
	Iteration 22Q: 3 clusters Score -286487.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -286488.937500 Penalty: 3894.616943
	Iteration 23Q: 3 clusters Score -286488.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -286489.281250 Penalty: 3894.616943
	Iteration 24Q: 3 clusters Score -286489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -286489.531250 Penalty: 3894.616943
	Iteration 25Q: 3 clusters Score -286489.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -286491.000000 Penalty: 3894.616943
	Iteration 26Q: 3 clusters Score -286491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -286494.093750 Penalty: 3894.616943
	Iteration 27Q: 3 clusters Score -286494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -286494.687500 Penalty: 3894.616943
	Iteration 28Q: 3 clusters Score -286494.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -286496.312500 Penalty: 3894.616943
	Iteration 29Q: 3 clusters Score -286496.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -286498.343750 Penalty: 3894.616943
	Iteration 30Q: 3 clusters Score -286498.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -286502.281250 Penalty: 3894.616943
	Iteration 31Q: 3 clusters Score -286502.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -286508.093750 Penalty: 3894.616943
	Iteration 32Q: 3 clusters Score -286508.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -286517.125000 Penalty: 3894.616943
	Iteration 33Q: 3 clusters Score -286517.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -286523.437500 Penalty: 3894.616943
	Iteration 34Q: 3 clusters Score -286523.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -286529.968750 Penalty: 3894.616943
	Iteration 35Q: 3 clusters Score -286530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -286532.625000 Penalty: 3894.616943
	Iteration 36Q: 3 clusters Score -286532.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -286534.406250 Penalty: 3894.616943
	Iteration 37Q: 3 clusters Score -286534.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -286535.593750 Penalty: 3894.616943
	Iteration 38Q: 3 clusters Score -286535.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -286538.031250 Penalty: 3894.616943
	Iteration 39Q: 3 clusters Score -286538 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -286541.031250 Penalty: 3894.616943
	Iteration 40F: 3 clusters Score -286541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -286545.656250 Penalty: 3894.616943
	Iteration 41Q: 3 clusters Score -286545.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -286547.281250 Penalty: 3894.616943
	Iteration 42Q: 3 clusters Score -286547.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -286547.375000 Penalty: 3894.616943
	Iteration 43Q: 3 clusters Score -286547.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -286547.375000 Penalty: 3894.616943
	Iteration 44F: 3 clusters Score -286547.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (243315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243315 members 
Entering Unmasked Estep 
Score: -29187550.000000 Penalty: 3075.723877
	Iteration 0F: 2 clusters Score -2.918755e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121962 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -29031462.000000 Penalty: 6151.447754
	Iteration 0F: 3 clusters Score -2.903146e+07 nChanged 117330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127820 members 
Mstep: Class 2 contains 115495 members 
Entering Unmasked Estep 
Score: -29100564.000000 Penalty: 6151.447754
	Iteration 1F: 3 clusters Score -2.910056e+07 nChanged 6346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131718 members 
Mstep: Class 2 contains 111597 members 
Entering Unmasked Estep 
Score: -29101816.000000 Penalty: 6151.447754
	Iteration 2Q: 3 clusters Score -2.910182e+07 nChanged 7525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137813 members 
Mstep: Class 2 contains 105502 members 
Entering Unmasked Estep 
Score: -29103912.000000 Penalty: 6151.447754
	Iteration 3Q: 3 clusters Score -2.910391e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147159 members 
Mstep: Class 2 contains 96156 members 
Entering Unmasked Estep 
Score: -29107836.000000 Penalty: 6151.447754
	Iteration 4Q: 3 clusters Score -2.910784e+07 nChanged 14002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160941 members 
Mstep: Class 2 contains 82374 members 
Entering Unmasked Estep 
Score: -29115152.000000 Penalty: 6151.447754
	Iteration 5F: 3 clusters Score -2.911515e+07 nChanged 19109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179944 members 
Mstep: Class 2 contains 63371 members 
Entering Unmasked Estep 
Score: -29128326.000000 Penalty: 6151.447754
	Iteration 6F: 3 clusters Score -2.912833e+07 nChanged 22147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202063 members 
Mstep: Class 2 contains 41252 members 
Entering Unmasked Estep 
Score: -29147212.000000 Penalty: 6151.447754
	Iteration 7F: 3 clusters Score -2.914721e+07 nChanged 19566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221619 members 
Mstep: Class 2 contains 21696 members 
Entering Unmasked Estep 
Score: -29164430.000000 Penalty: 6151.447754
	Iteration 8F: 3 clusters Score -2.916443e+07 nChanged 11951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233562 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -29175450.000000 Penalty: 6151.447754
	Iteration 9Q: 3 clusters Score -2.917545e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239127 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -29180794.000000 Penalty: 6151.447754
	Iteration 10Q: 3 clusters Score -2.918079e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241374 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -29183010.000000 Penalty: 6151.447754
	Iteration 11Q: 3 clusters Score -2.918301e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242220 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -29183908.000000 Penalty: 6151.447754
	Iteration 12Q: 3 clusters Score -2.918391e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242542 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -29184336.000000 Penalty: 6151.447754
	Iteration 13Q: 3 clusters Score -2.918434e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242692 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -29184430.000000 Penalty: 6151.447754
	Iteration 14Q: 3 clusters Score -2.918443e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242757 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -29184550.000000 Penalty: 6151.447754
	Iteration 15Q: 3 clusters Score -2.918455e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242788 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -29184640.000000 Penalty: 6151.447754
	Iteration 16Q: 3 clusters Score -2.918464e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242800 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -29184654.000000 Penalty: 6151.447754
	Iteration 17Q: 3 clusters Score -2.918465e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242818 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -29184690.000000 Penalty: 6151.447754
	Iteration 18Q: 3 clusters Score -2.918469e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242827 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -29184722.000000 Penalty: 6151.447754
	Iteration 19Q: 3 clusters Score -2.918472e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242828 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -29184736.000000 Penalty: 6151.447754
	Iteration 20F: 3 clusters Score -2.918474e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242830 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -29184744.000000 Penalty: 6151.447754
	Iteration 21Q: 3 clusters Score -2.918474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242833 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -29184758.000000 Penalty: 6151.447754
	Iteration 22Q: 3 clusters Score -2.918476e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242832 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29184764.000000 Penalty: 6151.447754
	Iteration 23Q: 3 clusters Score -2.918476e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242832 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -29184780.000000 Penalty: 6151.447754
	Iteration 24Q: 3 clusters Score -2.918478e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242831 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -29184796.000000 Penalty: 6151.447754
	Iteration 25Q: 3 clusters Score -2.91848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242834 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -29184780.000000 Penalty: 6151.447754
	Iteration 26Q: 3 clusters Score -2.918478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242839 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -29184800.000000 Penalty: 6151.447754
	Iteration 27Q: 3 clusters Score -2.91848e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242840 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -29184804.000000 Penalty: 6151.447754
	Iteration 28Q: 3 clusters Score -2.91848e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242845 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -29184826.000000 Penalty: 6151.447754
	Iteration 29Q: 3 clusters Score -2.918483e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242847 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -29184828.000000 Penalty: 6151.447754
	Iteration 30Q: 3 clusters Score -2.918483e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242849 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -29184844.000000 Penalty: 6151.447754
	Iteration 31Q: 3 clusters Score -2.918484e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242851 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -29184872.000000 Penalty: 6151.447754
	Iteration 32Q: 3 clusters Score -2.918487e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242851 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -29184852.000000 Penalty: 6151.447754
	Iteration 33Q: 3 clusters Score -2.918485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242852 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -29184854.000000 Penalty: 6151.447754
	Iteration 34Q: 3 clusters Score -2.918485e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242852 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -29184854.000000 Penalty: 6151.447754
	Iteration 35F: 3 clusters Score -2.918485e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Entering Unmasked Estep 
Score: -3098967.750000 Penalty: 2520.089355
	Iteration 0F: 2 clusters Score -3098968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -3081157.250000 Penalty: 5040.178711
	Iteration 0F: 3 clusters Score -3081157 nChanged 11497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3087237.750000 Penalty: 5040.178711
	Iteration 1F: 3 clusters Score -3087238 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3087580.750000 Penalty: 5040.178711
	Iteration 2Q: 3 clusters Score -3087581 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14403 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -3087897.000000 Penalty: 5040.178711
	Iteration 3Q: 3 clusters Score -3087897 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -3088209.000000 Penalty: 5040.178711
	Iteration 4Q: 3 clusters Score -3088209 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -3088599.500000 Penalty: 5040.178711
	Iteration 5Q: 3 clusters Score -3088600 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -3089081.750000 Penalty: 5040.178711
	Iteration 6Q: 3 clusters Score -3089082 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -3089879.500000 Penalty: 5040.178711
	Iteration 7F: 3 clusters Score -3089880 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -3091071.750000 Penalty: 5040.178711
	Iteration 8F: 3 clusters Score -3091072 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21738 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -3092749.500000 Penalty: 5040.178711
	Iteration 9F: 3 clusters Score -3092750 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -3094401.000000 Penalty: 5040.178711
	Iteration 10F: 3 clusters Score -3094401 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24714 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3095585.000000 Penalty: 5040.178711
	Iteration 11Q: 3 clusters Score -3095585 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3096174.750000 Penalty: 5040.178711
	Iteration 12Q: 3 clusters Score -3096175 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -3096458.500000 Penalty: 5040.178711
	Iteration 13Q: 3 clusters Score -3096458 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -3096574.500000 Penalty: 5040.178711
	Iteration 14Q: 3 clusters Score -3096574 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25657 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3096633.750000 Penalty: 5040.178711
	Iteration 15Q: 3 clusters Score -3096634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3096661.500000 Penalty: 5040.178711
	Iteration 16Q: 3 clusters Score -3096662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -3096681.500000 Penalty: 5040.178711
	Iteration 17Q: 3 clusters Score -3096682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25682 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3096688.750000 Penalty: 5040.178711
	Iteration 18Q: 3 clusters Score -3096689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25686 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -3096701.000000 Penalty: 5040.178711
	Iteration 19Q: 3 clusters Score -3096701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -3096710.500000 Penalty: 5040.178711
	Iteration 20F: 3 clusters Score -3096710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -3096714.250000 Penalty: 5040.178711
	Iteration 21Q: 3 clusters Score -3096714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3096715.750000 Penalty: 5040.178711
	Iteration 22Q: 3 clusters Score -3096716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -3096715.750000 Penalty: 5040.178711
	Iteration 23F: 3 clusters Score -3096716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Entering Unmasked Estep 
Score: -3643704.000000 Penalty: 2568.042236
	Iteration 0F: 2 clusters Score -3643704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3622180.000000 Penalty: 5136.084473
	Iteration 0F: 3 clusters Score -3622180 nChanged 14232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -3629796.000000 Penalty: 5136.084473
	Iteration 1F: 3 clusters Score -3629796 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -3630327.750000 Penalty: 5136.084473
	Iteration 2Q: 3 clusters Score -3630328 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3631032.750000 Penalty: 5136.084473
	Iteration 3Q: 3 clusters Score -3631033 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -3631988.250000 Penalty: 5136.084473
	Iteration 4F: 3 clusters Score -3631988 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20477 members 
Mstep: Class 2 contains 10937 members 
Entering Unmasked Estep 
Score: -3633288.500000 Penalty: 5136.084473
	Iteration 5F: 3 clusters Score -3633288 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3634882.500000 Penalty: 5136.084473
	Iteration 6F: 3 clusters Score -3634882 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -3636749.250000 Penalty: 5136.084473
	Iteration 7F: 3 clusters Score -3636749 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -3638692.750000 Penalty: 5136.084473
	Iteration 8F: 3 clusters Score -3638693 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -3640309.250000 Penalty: 5136.084473
	Iteration 9F: 3 clusters Score -3640309 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29422 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3641308.000000 Penalty: 5136.084473
	Iteration 10Q: 3 clusters Score -3641308 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -3641857.000000 Penalty: 5136.084473
	Iteration 11Q: 3 clusters Score -3641857 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3642161.500000 Penalty: 5136.084473
	Iteration 12Q: 3 clusters Score -3642162 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3642293.750000 Penalty: 5136.084473
	Iteration 13Q: 3 clusters Score -3642294 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3642370.250000 Penalty: 5136.084473
	Iteration 14Q: 3 clusters Score -3642370 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -3642385.250000 Penalty: 5136.084473
	Iteration 15Q: 3 clusters Score -3642385 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3642396.750000 Penalty: 5136.084473
	Iteration 16Q: 3 clusters Score -3642397 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3642411.250000 Penalty: 5136.084473
	Iteration 17Q: 3 clusters Score -3642411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -3642409.250000 Penalty: 5136.084473
	Iteration 18Q: 3 clusters Score -3642409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30549 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3642410.500000 Penalty: 5136.084473
	Iteration 19Q: 3 clusters Score -3642410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30551 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3642407.500000 Penalty: 5136.084473
	Iteration 20F: 3 clusters Score -3642408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (48922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48922 members 
Entering Unmasked Estep 
Score: -5945558.000000 Penalty: 2677.899658
	Iteration 0F: 2 clusters Score -5945558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24457 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -5912425.500000 Penalty: 5355.799316
	Iteration 0F: 3 clusters Score -5912426 nChanged 22713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -5925568.500000 Penalty: 5355.799316
	Iteration 1F: 3 clusters Score -5925568 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23733 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -5926661.000000 Penalty: 5355.799316
	Iteration 2Q: 3 clusters Score -5926661 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 25919 members 
Entering Unmasked Estep 
Score: -5928245.000000 Penalty: 5355.799316
	Iteration 3F: 3 clusters Score -5928245 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5930432.500000 Penalty: 5355.799316
	Iteration 4F: 3 clusters Score -5930432 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -5933280.000000 Penalty: 5355.799316
	Iteration 5F: 3 clusters Score -5933280 nChanged 3644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -5936269.000000 Penalty: 5355.799316
	Iteration 6F: 3 clusters Score -5936269 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16870 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -5938608.500000 Penalty: 5355.799316
	Iteration 7F: 3 clusters Score -5938608 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -5939906.000000 Penalty: 5355.799316
	Iteration 8Q: 3 clusters Score -5939906 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14758 members 
Mstep: Class 2 contains 34164 members 
Entering Unmasked Estep 
Score: -5940594.500000 Penalty: 5355.799316
	Iteration 9Q: 3 clusters Score -5940594 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 35045 members 
Entering Unmasked Estep 
Score: -5941080.000000 Penalty: 5355.799316
	Iteration 10Q: 3 clusters Score -5941080 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -5941525.000000 Penalty: 5355.799316
	Iteration 11Q: 3 clusters Score -5941525 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 36563 members 
Entering Unmasked Estep 
Score: -5941935.500000 Penalty: 5355.799316
	Iteration 12Q: 3 clusters Score -5941936 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 37215 members 
Entering Unmasked Estep 
Score: -5942289.500000 Penalty: 5355.799316
	Iteration 13Q: 3 clusters Score -5942290 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 37782 members 
Entering Unmasked Estep 
Score: -5942615.500000 Penalty: 5355.799316
	Iteration 14Q: 3 clusters Score -5942616 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5942860.500000 Penalty: 5355.799316
	Iteration 15Q: 3 clusters Score -5942860 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 38711 members 
Entering Unmasked Estep 
Score: -5943113.500000 Penalty: 5355.799316
	Iteration 16Q: 3 clusters Score -5943114 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 39083 members 
Entering Unmasked Estep 
Score: -5943320.500000 Penalty: 5355.799316
	Iteration 17Q: 3 clusters Score -5943320 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 39391 members 
Entering Unmasked Estep 
Score: -5943440.500000 Penalty: 5355.799316
	Iteration 18Q: 3 clusters Score -5943440 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 39640 members 
Entering Unmasked Estep 
Score: -5943531.500000 Penalty: 5355.799316
	Iteration 19Q: 3 clusters Score -5943532 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 39852 members 
Entering Unmasked Estep 
Score: -5943595.000000 Penalty: 5355.799316
	Iteration 20F: 3 clusters Score -5943595 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -5943640.500000 Penalty: 5355.799316
	Iteration 21Q: 3 clusters Score -5943640 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -5943683.500000 Penalty: 5355.799316
	Iteration 22Q: 3 clusters Score -5943684 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -5943729.500000 Penalty: 5355.799316
	Iteration 23Q: 3 clusters Score -5943730 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -5943754.000000 Penalty: 5355.799316
	Iteration 24Q: 3 clusters Score -5943754 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -5943780.000000 Penalty: 5355.799316
	Iteration 25Q: 3 clusters Score -5943780 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 40747 members 
Entering Unmasked Estep 
Score: -5943786.500000 Penalty: 5355.799316
	Iteration 26Q: 3 clusters Score -5943786 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 40834 members 
Entering Unmasked Estep 
Score: -5943779.000000 Penalty: 5355.799316
	Iteration 27Q: 3 clusters Score -5943779 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -5943794.000000 Penalty: 5355.799316
	Iteration 28Q: 3 clusters Score -5943794 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -5943810.500000 Penalty: 5355.799316
	Iteration 29Q: 3 clusters Score -5943810 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -5943821.000000 Penalty: 5355.799316
	Iteration 30Q: 3 clusters Score -5943821 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -5943826.000000 Penalty: 5355.799316
	Iteration 31Q: 3 clusters Score -5943826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -5943819.000000 Penalty: 5355.799316
	Iteration 32Q: 3 clusters Score -5943819 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -5943820.000000 Penalty: 5355.799316
	Iteration 33Q: 3 clusters Score -5943820 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 41168 members 
Entering Unmasked Estep 
Score: -5943825.000000 Penalty: 5355.799316
	Iteration 34Q: 3 clusters Score -5943825 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 41216 members 
Entering Unmasked Estep 
Score: -5943839.500000 Penalty: 5355.799316
	Iteration 35Q: 3 clusters Score -5943840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 41272 members 
Entering Unmasked Estep 
Score: -5943832.500000 Penalty: 5355.799316
	Iteration 36Q: 3 clusters Score -5943832 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 41328 members 
Entering Unmasked Estep 
Score: -5943843.500000 Penalty: 5355.799316
	Iteration 37Q: 3 clusters Score -5943844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 41369 members 
Entering Unmasked Estep 
Score: -5943849.000000 Penalty: 5355.799316
	Iteration 38Q: 3 clusters Score -5943849 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -5943854.000000 Penalty: 5355.799316
	Iteration 39Q: 3 clusters Score -5943854 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -5943843.000000 Penalty: 5355.799316
	Iteration 40F: 3 clusters Score -5943843 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
Score: -5943852.500000 Penalty: 5355.799316
	Iteration 41Q: 3 clusters Score -5943852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5943865.000000 Penalty: 5355.799316
	Iteration 42Q: 3 clusters Score -5943865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 41513 members 
Entering Unmasked Estep 
Score: -5943867.500000 Penalty: 5355.799316
	Iteration 43Q: 3 clusters Score -5943868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -5943871.000000 Penalty: 5355.799316
	Iteration 44Q: 3 clusters Score -5943871 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -5943887.000000 Penalty: 5355.799316
	Iteration 45Q: 3 clusters Score -5943887 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 41617 members 
Entering Unmasked Estep 
Score: -5943894.500000 Penalty: 5355.799316
	Iteration 46Q: 3 clusters Score -5943894 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 41656 members 
Entering Unmasked Estep 
Score: -5943883.000000 Penalty: 5355.799316
	Iteration 47Q: 3 clusters Score -5943883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -5943889.500000 Penalty: 5355.799316
	Iteration 48Q: 3 clusters Score -5943890 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 41736 members 
Entering Unmasked Estep 
Score: -5943899.000000 Penalty: 5355.799316
	Iteration 49Q: 3 clusters Score -5943899 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 41782 members 
Entering Unmasked Estep 
Score: -5943888.000000 Penalty: 5355.799316
	Iteration 50Q: 3 clusters Score -5943888 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 41817 members 
Entering Unmasked Estep 
Score: -5943875.000000 Penalty: 5355.799316
	Iteration 51Q: 3 clusters Score -5943875 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 41856 members 
Entering Unmasked Estep 
Score: -5943870.500000 Penalty: 5355.799316
	Iteration 52Q: 3 clusters Score -5943870 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 41891 members 
Entering Unmasked Estep 
Score: -5943867.000000 Penalty: 5355.799316
	Iteration 53Q: 3 clusters Score -5943867 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 41922 members 
Entering Unmasked Estep 
Score: -5943889.500000 Penalty: 5355.799316
	Iteration 54Q: 3 clusters Score -5943890 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -5943891.500000 Penalty: 5355.799316
	Iteration 55Q: 3 clusters Score -5943892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -5943891.500000 Penalty: 5355.799316
	Iteration 56Q: 3 clusters Score -5943892 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -5943891.500000 Penalty: 5355.799316
	Iteration 57Q: 3 clusters Score -5943892 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -5943890.000000 Penalty: 5355.799316
	Iteration 58Q: 3 clusters Score -5943890 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 42123 members 
Entering Unmasked Estep 
Score: -5943913.000000 Penalty: 5355.799316
	Iteration 59Q: 3 clusters Score -5943913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 42166 members 
Entering Unmasked Estep 
Score: -5943915.500000 Penalty: 5355.799316
	Iteration 60F: 3 clusters Score -5943916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -5943921.500000 Penalty: 5355.799316
	Iteration 61Q: 3 clusters Score -5943922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -5943927.500000 Penalty: 5355.799316
	Iteration 62Q: 3 clusters Score -5943928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -5943939.500000 Penalty: 5355.799316
	Iteration 63Q: 3 clusters Score -5943940 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -5943944.500000 Penalty: 5355.799316
	Iteration 64Q: 3 clusters Score -5943944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -5943940.500000 Penalty: 5355.799316
	Iteration 65Q: 3 clusters Score -5943940 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -5943944.500000 Penalty: 5355.799316
	Iteration 66Q: 3 clusters Score -5943944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -5943940.500000 Penalty: 5355.799316
	Iteration 67Q: 3 clusters Score -5943940 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 42485 members 
Entering Unmasked Estep 
Score: -5943933.000000 Penalty: 5355.799316
	Iteration 68Q: 3 clusters Score -5943933 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 42521 members 
Entering Unmasked Estep 
Score: -5943947.000000 Penalty: 5355.799316
	Iteration 69Q: 3 clusters Score -5943947 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -5943947.000000 Penalty: 5355.799316
	Iteration 70Q: 3 clusters Score -5943947 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5943961.000000 Penalty: 5355.799316
	Iteration 71Q: 3 clusters Score -5943961 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -5943983.500000 Penalty: 5355.799316
	Iteration 72Q: 3 clusters Score -5943984 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -5943974.000000 Penalty: 5355.799316
	Iteration 73Q: 3 clusters Score -5943974 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 42746 members 
Entering Unmasked Estep 
Score: -5943980.000000 Penalty: 5355.799316
	Iteration 74Q: 3 clusters Score -5943980 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 42792 members 
Entering Unmasked Estep 
Score: -5943996.500000 Penalty: 5355.799316
	Iteration 75Q: 3 clusters Score -5943996 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 42839 members 
Entering Unmasked Estep 
Score: -5943991.000000 Penalty: 5355.799316
	Iteration 76Q: 3 clusters Score -5943991 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 42885 members 
Entering Unmasked Estep 
Score: -5943985.500000 Penalty: 5355.799316
	Iteration 77Q: 3 clusters Score -5943986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -5944007.000000 Penalty: 5355.799316
	Iteration 78Q: 3 clusters Score -5944007 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 42960 members 
Entering Unmasked Estep 
Score: -5944011.500000 Penalty: 5355.799316
	Iteration 79Q: 3 clusters Score -5944012 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -5943997.500000 Penalty: 5355.799316
	Iteration 80F: 3 clusters Score -5943998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 43004 members 
Entering Unmasked Estep 
Score: -5943990.500000 Penalty: 5355.799316
	Iteration 81Q: 3 clusters Score -5943990 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -5943990.500000 Penalty: 5355.799316
	Iteration 82Q: 3 clusters Score -5943990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -5944011.500000 Penalty: 5355.799316
	Iteration 83Q: 3 clusters Score -5944012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 43064 members 
Entering Unmasked Estep 
Score: -5943996.500000 Penalty: 5355.799316
	Iteration 84Q: 3 clusters Score -5943996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 43079 members 
Entering Unmasked Estep 
Score: -5943999.000000 Penalty: 5355.799316
	Iteration 85Q: 3 clusters Score -5943999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -5944004.500000 Penalty: 5355.799316
	Iteration 86Q: 3 clusters Score -5944004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 43112 members 
Entering Unmasked Estep 
Score: -5944014.500000 Penalty: 5355.799316
	Iteration 87Q: 3 clusters Score -5944014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 43126 members 
Entering Unmasked Estep 
Score: -5944008.000000 Penalty: 5355.799316
	Iteration 88Q: 3 clusters Score -5944008 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 43138 members 
Entering Unmasked Estep 
Score: -5944003.500000 Penalty: 5355.799316
	Iteration 89Q: 3 clusters Score -5944004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 43151 members 
Entering Unmasked Estep 
Score: -5944005.500000 Penalty: 5355.799316
	Iteration 90Q: 3 clusters Score -5944006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -5944001.000000 Penalty: 5355.799316
	Iteration 91Q: 3 clusters Score -5944001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -5944001.000000 Penalty: 5355.799316
	Iteration 92Q: 3 clusters Score -5944001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 43185 members 
Entering Unmasked Estep 
Score: -5944003.500000 Penalty: 5355.799316
	Iteration 93Q: 3 clusters Score -5944004 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 43192 members 
Entering Unmasked Estep 
Score: -5944003.000000 Penalty: 5355.799316
	Iteration 94Q: 3 clusters Score -5944003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -5944020.500000 Penalty: 5355.799316
	Iteration 95Q: 3 clusters Score -5944020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -5944018.500000 Penalty: 5355.799316
	Iteration 96Q: 3 clusters Score -5944018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 43217 members 
Entering Unmasked Estep 
Score: -5944015.000000 Penalty: 5355.799316
	Iteration 97Q: 3 clusters Score -5944015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -5944014.000000 Penalty: 5355.799316
	Iteration 98Q: 3 clusters Score -5944014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5944014.000000 Penalty: 5355.799316
	Iteration 99Q: 3 clusters Score -5944014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 43248 members 
Entering Unmasked Estep 
Score: -5944012.500000 Penalty: 5355.799316
	Iteration 100F: 3 clusters Score -5944012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 43260 members 
Entering Unmasked Estep 
Score: -5944022.500000 Penalty: 5355.799316
	Iteration 101Q: 3 clusters Score -5944022 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 43272 members 
Entering Unmasked Estep 
Score: -5944027.000000 Penalty: 5355.799316
	Iteration 102Q: 3 clusters Score -5944027 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -5944024.000000 Penalty: 5355.799316
	Iteration 103Q: 3 clusters Score -5944024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 43298 members 
Entering Unmasked Estep 
Score: -5944024.000000 Penalty: 5355.799316
	Iteration 104Q: 3 clusters Score -5944024 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 43316 members 
Entering Unmasked Estep 
Score: -5944031.500000 Penalty: 5355.799316
	Iteration 105Q: 3 clusters Score -5944032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 43332 members 
Entering Unmasked Estep 
Score: -5944035.000000 Penalty: 5355.799316
	Iteration 106Q: 3 clusters Score -5944035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -5944028.500000 Penalty: 5355.799316
	Iteration 107Q: 3 clusters Score -5944028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 43354 members 
Entering Unmasked Estep 
Score: -5944040.500000 Penalty: 5355.799316
	Iteration 108Q: 3 clusters Score -5944040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -5944028.500000 Penalty: 5355.799316
	Iteration 109Q: 3 clusters Score -5944028 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -5944034.000000 Penalty: 5355.799316
	Iteration 110Q: 3 clusters Score -5944034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -5944035.000000 Penalty: 5355.799316
	Iteration 111Q: 3 clusters Score -5944035 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -5944028.000000 Penalty: 5355.799316
	Iteration 112Q: 3 clusters Score -5944028 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -5944025.500000 Penalty: 5355.799316
	Iteration 113Q: 3 clusters Score -5944026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -5944031.500000 Penalty: 5355.799316
	Iteration 114Q: 3 clusters Score -5944032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 43416 members 
Entering Unmasked Estep 
Score: -5944033.000000 Penalty: 5355.799316
	Iteration 115Q: 3 clusters Score -5944033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 43423 members 
Entering Unmasked Estep 
Score: -5944035.000000 Penalty: 5355.799316
	Iteration 116Q: 3 clusters Score -5944035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 43431 members 
Entering Unmasked Estep 
Score: -5944032.000000 Penalty: 5355.799316
	Iteration 117Q: 3 clusters Score -5944032 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -5944041.000000 Penalty: 5355.799316
	Iteration 118Q: 3 clusters Score -5944041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -5944028.500000 Penalty: 5355.799316
	Iteration 119Q: 3 clusters Score -5944028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 43461 members 
Entering Unmasked Estep 
Score: -5944033.000000 Penalty: 5355.799316
	Iteration 120F: 3 clusters Score -5944033 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -5944039.500000 Penalty: 5355.799316
	Iteration 121Q: 3 clusters Score -5944040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5944038.000000 Penalty: 5355.799316
	Iteration 122Q: 3 clusters Score -5944038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 43487 members 
Entering Unmasked Estep 
Score: -5944043.500000 Penalty: 5355.799316
	Iteration 123Q: 3 clusters Score -5944044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 43493 members 
Entering Unmasked Estep 
Score: -5944041.500000 Penalty: 5355.799316
	Iteration 124Q: 3 clusters Score -5944042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 43506 members 
Entering Unmasked Estep 
Score: -5944059.000000 Penalty: 5355.799316
	Iteration 125Q: 3 clusters Score -5944059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -5944057.500000 Penalty: 5355.799316
	Iteration 126Q: 3 clusters Score -5944058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -5944055.500000 Penalty: 5355.799316
	Iteration 127Q: 3 clusters Score -5944056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -5944058.000000 Penalty: 5355.799316
	Iteration 128Q: 3 clusters Score -5944058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -5944057.500000 Penalty: 5355.799316
	Iteration 129Q: 3 clusters Score -5944058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -5944059.500000 Penalty: 5355.799316
	Iteration 130Q: 3 clusters Score -5944060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -5944059.500000 Penalty: 5355.799316
	Iteration 131Q: 3 clusters Score -5944060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 43539 members 
Entering Unmasked Estep 
Score: -5944064.500000 Penalty: 5355.799316
	Iteration 132Q: 3 clusters Score -5944064 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 43544 members 
Entering Unmasked Estep 
Score: -5944059.000000 Penalty: 5355.799316
	Iteration 133Q: 3 clusters Score -5944059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -5944057.500000 Penalty: 5355.799316
	Iteration 134Q: 3 clusters Score -5944058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 43547 members 
Entering Unmasked Estep 
Score: -5944059.000000 Penalty: 5355.799316
	Iteration 135Q: 3 clusters Score -5944059 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 43548 members 
Entering Unmasked Estep 
Score: -5944057.500000 Penalty: 5355.799316
	Iteration 136Q: 3 clusters Score -5944058 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -5944057.000000 Penalty: 5355.799316
	Iteration 137Q: 3 clusters Score -5944057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 43554 members 
Entering Unmasked Estep 
Score: -5944052.000000 Penalty: 5355.799316
	Iteration 138Q: 3 clusters Score -5944052 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 43558 members 
Entering Unmasked Estep 
Score: -5944057.500000 Penalty: 5355.799316
	Iteration 139Q: 3 clusters Score -5944058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 43563 members 
Entering Unmasked Estep 
Score: -5944056.500000 Penalty: 5355.799316
	Iteration 140F: 3 clusters Score -5944056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -5944054.500000 Penalty: 5355.799316
	Iteration 141Q: 3 clusters Score -5944054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 43572 members 
Entering Unmasked Estep 
Score: -5944057.500000 Penalty: 5355.799316
	Iteration 142Q: 3 clusters Score -5944058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -5944054.500000 Penalty: 5355.799316
	Iteration 143Q: 3 clusters Score -5944054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5944062.000000 Penalty: 5355.799316
	Iteration 144Q: 3 clusters Score -5944062 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 43577 members 
Entering Unmasked Estep 
Score: -5944062.000000 Penalty: 5355.799316
	Iteration 145F: 3 clusters Score -5944062 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -470712.343750 Penalty: 2045.635254
	Iteration 0F: 2 clusters Score -470712.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -466941.218750 Penalty: 4091.270508
	Iteration 0F: 3 clusters Score -466941.2 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -467665.500000 Penalty: 4091.270508
	Iteration 1F: 3 clusters Score -467665.5 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -467808.843750 Penalty: 4091.270508
	Iteration 2F: 3 clusters Score -467808.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -467911.625000 Penalty: 4091.270508
	Iteration 3Q: 3 clusters Score -467911.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -468002.281250 Penalty: 4091.270508
	Iteration 4Q: 3 clusters Score -468002.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -468062.437500 Penalty: 4091.270508
	Iteration 5Q: 3 clusters Score -468062.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -468113.937500 Penalty: 4091.270508
	Iteration 6Q: 3 clusters Score -468113.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -468161.000000 Penalty: 4091.270508
	Iteration 7Q: 3 clusters Score -468161 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -468196.281250 Penalty: 4091.270508
	Iteration 8Q: 3 clusters Score -468196.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -468216.906250 Penalty: 4091.270508
	Iteration 9Q: 3 clusters Score -468216.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -468230.468750 Penalty: 4091.270508
	Iteration 10Q: 3 clusters Score -468230.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -468244.687500 Penalty: 4091.270508
	Iteration 11Q: 3 clusters Score -468244.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -468255.062500 Penalty: 4091.270508
	Iteration 12Q: 3 clusters Score -468255.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -468261.437500 Penalty: 4091.270508
	Iteration 13Q: 3 clusters Score -468261.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -468271.593750 Penalty: 4091.270508
	Iteration 14Q: 3 clusters Score -468271.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -468278.937500 Penalty: 4091.270508
	Iteration 15Q: 3 clusters Score -468278.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -468286.406250 Penalty: 4091.270508
	Iteration 16Q: 3 clusters Score -468286.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -468296.906250 Penalty: 4091.270508
	Iteration 17Q: 3 clusters Score -468296.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -468306.125000 Penalty: 4091.270508
	Iteration 18Q: 3 clusters Score -468306.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -468318.906250 Penalty: 4091.270508
	Iteration 19Q: 3 clusters Score -468318.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -468334.406250 Penalty: 4091.270508
	Iteration 20F: 3 clusters Score -468334.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -468349.781250 Penalty: 4091.270508
	Iteration 21Q: 3 clusters Score -468349.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -468361.312500 Penalty: 4091.270508
	Iteration 22Q: 3 clusters Score -468361.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -468374.781250 Penalty: 4091.270508
	Iteration 23Q: 3 clusters Score -468374.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -468388.625000 Penalty: 4091.270508
	Iteration 24Q: 3 clusters Score -468388.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -468395.187500 Penalty: 4091.270508
	Iteration 25Q: 3 clusters Score -468395.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -468403.156250 Penalty: 4091.270508
	Iteration 26Q: 3 clusters Score -468403.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -468411.281250 Penalty: 4091.270508
	Iteration 27Q: 3 clusters Score -468411.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -468421.500000 Penalty: 4091.270508
	Iteration 28Q: 3 clusters Score -468421.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -468430.343750 Penalty: 4091.270508
	Iteration 29Q: 3 clusters Score -468430.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -468435.843750 Penalty: 4091.270508
	Iteration 30Q: 3 clusters Score -468435.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -468440.875000 Penalty: 4091.270508
	Iteration 31Q: 3 clusters Score -468440.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -468446.687500 Penalty: 4091.270508
	Iteration 32Q: 3 clusters Score -468446.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -468453.312500 Penalty: 4091.270508
	Iteration 33Q: 3 clusters Score -468453.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -468458.218750 Penalty: 4091.270508
	Iteration 34Q: 3 clusters Score -468458.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -468464.125000 Penalty: 4091.270508
	Iteration 35Q: 3 clusters Score -468464.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -468469.906250 Penalty: 4091.270508
	Iteration 36Q: 3 clusters Score -468469.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -468475.062500 Penalty: 4091.270508
	Iteration 37Q: 3 clusters Score -468475.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -468480.343750 Penalty: 4091.270508
	Iteration 38Q: 3 clusters Score -468480.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -468483.906250 Penalty: 4091.270508
	Iteration 39Q: 3 clusters Score -468483.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -468487.593750 Penalty: 4091.270508
	Iteration 40F: 3 clusters Score -468487.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -468494.218750 Penalty: 4091.270508
	Iteration 41Q: 3 clusters Score -468494.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -468499.593750 Penalty: 4091.270508
	Iteration 42Q: 3 clusters Score -468499.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -468501.218750 Penalty: 4091.270508
	Iteration 43Q: 3 clusters Score -468501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -468504.187500 Penalty: 4091.270508
	Iteration 44Q: 3 clusters Score -468504.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -468505.093750 Penalty: 4091.270508
	Iteration 45Q: 3 clusters Score -468505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -468510.968750 Penalty: 4091.270508
	Iteration 46Q: 3 clusters Score -468511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -468517.031250 Penalty: 4091.270508
	Iteration 47Q: 3 clusters Score -468517 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -468527.562500 Penalty: 4091.270508
	Iteration 48Q: 3 clusters Score -468527.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -468534.218750 Penalty: 4091.270508
	Iteration 49Q: 3 clusters Score -468534.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -468542.406250 Penalty: 4091.270508
	Iteration 50Q: 3 clusters Score -468542.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -468550.312500 Penalty: 4091.270508
	Iteration 51Q: 3 clusters Score -468550.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -468560.000000 Penalty: 4091.270508
	Iteration 52Q: 3 clusters Score -468560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -468567.812500 Penalty: 4091.270508
	Iteration 53Q: 3 clusters Score -468567.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -468575.968750 Penalty: 4091.270508
	Iteration 54Q: 3 clusters Score -468576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -468582.656250 Penalty: 4091.270508
	Iteration 55Q: 3 clusters Score -468582.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -468588.281250 Penalty: 4091.270508
	Iteration 56Q: 3 clusters Score -468588.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -468595.218750 Penalty: 4091.270508
	Iteration 57Q: 3 clusters Score -468595.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -468603.906250 Penalty: 4091.270508
	Iteration 58Q: 3 clusters Score -468603.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -468612.187500 Penalty: 4091.270508
	Iteration 59Q: 3 clusters Score -468612.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -468618.531250 Penalty: 4091.270508
	Iteration 60F: 3 clusters Score -468618.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -468624.187500 Penalty: 4091.270508
	Iteration 61Q: 3 clusters Score -468624.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -468628.281250 Penalty: 4091.270508
	Iteration 62Q: 3 clusters Score -468628.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -468633.031250 Penalty: 4091.270508
	Iteration 63Q: 3 clusters Score -468633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -468636.187500 Penalty: 4091.270508
	Iteration 64Q: 3 clusters Score -468636.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -468638.843750 Penalty: 4091.270508
	Iteration 65Q: 3 clusters Score -468638.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -468642.656250 Penalty: 4091.270508
	Iteration 66Q: 3 clusters Score -468642.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -468647.031250 Penalty: 4091.270508
	Iteration 67Q: 3 clusters Score -468647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -468651.718750 Penalty: 4091.270508
	Iteration 68Q: 3 clusters Score -468651.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -468654.656250 Penalty: 4091.270508
	Iteration 69Q: 3 clusters Score -468654.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -468659.000000 Penalty: 4091.270508
	Iteration 70Q: 3 clusters Score -468659 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -468661.718750 Penalty: 4091.270508
	Iteration 71Q: 3 clusters Score -468661.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -468664.593750 Penalty: 4091.270508
	Iteration 72Q: 3 clusters Score -468664.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -468664.531250 Penalty: 4091.270508
	Iteration 73Q: 3 clusters Score -468664.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -468666.781250 Penalty: 4091.270508
	Iteration 74Q: 3 clusters Score -468666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -468668.625000 Penalty: 4091.270508
	Iteration 75Q: 3 clusters Score -468668.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -468671.343750 Penalty: 4091.270508
	Iteration 76Q: 3 clusters Score -468671.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -468673.343750 Penalty: 4091.270508
	Iteration 77Q: 3 clusters Score -468673.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -468675.593750 Penalty: 4091.270508
	Iteration 78Q: 3 clusters Score -468675.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -468681.406250 Penalty: 4091.270508
	Iteration 79Q: 3 clusters Score -468681.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -468686.031250 Penalty: 4091.270508
	Iteration 80F: 3 clusters Score -468686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -468691.468750 Penalty: 4091.270508
	Iteration 81Q: 3 clusters Score -468691.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -468694.250000 Penalty: 4091.270508
	Iteration 82Q: 3 clusters Score -468694.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -468696.406250 Penalty: 4091.270508
	Iteration 83Q: 3 clusters Score -468696.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -468700.281250 Penalty: 4091.270508
	Iteration 84Q: 3 clusters Score -468700.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -468700.875000 Penalty: 4091.270508
	Iteration 85Q: 3 clusters Score -468700.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -468701.125000 Penalty: 4091.270508
	Iteration 86Q: 3 clusters Score -468701.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -468703.000000 Penalty: 4091.270508
	Iteration 87Q: 3 clusters Score -468703 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -468703.312500 Penalty: 4091.270508
	Iteration 88Q: 3 clusters Score -468703.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -468703.312500 Penalty: 4091.270508
	Iteration 89F: 3 clusters Score -468703.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (178908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178908 members 
Entering Unmasked Estep 
Score: -21493700.000000 Penalty: 2999.467529
	Iteration 0F: 2 clusters Score -2.14937e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89219 members 
Mstep: Class 2 contains 89689 members 
Entering Unmasked Estep 
Score: -21377804.000000 Penalty: 5998.935059
	Iteration 0F: 3 clusters Score -2.13778e+07 nChanged 85761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85264 members 
Mstep: Class 2 contains 93644 members 
Entering Unmasked Estep 
Score: -21428464.000000 Penalty: 5998.935059
	Iteration 1F: 3 clusters Score -2.142846e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82870 members 
Mstep: Class 2 contains 96038 members 
Entering Unmasked Estep 
Score: -21429892.000000 Penalty: 5998.935059
	Iteration 2Q: 3 clusters Score -2.142989e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79091 members 
Mstep: Class 2 contains 99817 members 
Entering Unmasked Estep 
Score: -21431976.000000 Penalty: 5998.935059
	Iteration 3Q: 3 clusters Score -2.143198e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73521 members 
Mstep: Class 2 contains 105387 members 
Entering Unmasked Estep 
Score: -21434802.000000 Penalty: 5998.935059
	Iteration 4Q: 3 clusters Score -2.14348e+07 nChanged 9433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65406 members 
Mstep: Class 2 contains 113502 members 
Entering Unmasked Estep 
Score: -21439538.000000 Penalty: 5998.935059
	Iteration 5F: 3 clusters Score -2.143954e+07 nChanged 11637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 124407 members 
Entering Unmasked Estep 
Score: -21447018.000000 Penalty: 5998.935059
	Iteration 6F: 3 clusters Score -2.144702e+07 nChanged 13455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -21457042.000000 Penalty: 5998.935059
	Iteration 7F: 3 clusters Score -2.145704e+07 nChanged 14019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27379 members 
Mstep: Class 2 contains 151529 members 
Entering Unmasked Estep 
Score: -21469084.000000 Penalty: 5998.935059
	Iteration 8F: 3 clusters Score -2.146908e+07 nChanged 11915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -21478628.000000 Penalty: 5998.935059
	Iteration 9F: 3 clusters Score -2.147863e+07 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 171301 members 
Entering Unmasked Estep 
Score: -21485348.000000 Penalty: 5998.935059
	Iteration 10Q: 3 clusters Score -2.148535e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 175326 members 
Entering Unmasked Estep 
Score: -21488342.000000 Penalty: 5998.935059
	Iteration 11Q: 3 clusters Score -2.148834e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 177056 members 
Entering Unmasked Estep 
Score: -21489764.000000 Penalty: 5998.935059
	Iteration 12Q: 3 clusters Score -2.148976e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 177850 members 
Entering Unmasked Estep 
Score: -21490442.000000 Penalty: 5998.935059
	Iteration 13Q: 3 clusters Score -2.149044e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 178169 members 
Entering Unmasked Estep 
Score: -21490668.000000 Penalty: 5998.935059
	Iteration 14Q: 3 clusters Score -2.149067e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 178303 members 
Entering Unmasked Estep 
Score: -21490778.000000 Penalty: 5998.935059
	Iteration 15Q: 3 clusters Score -2.149078e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 178382 members 
Entering Unmasked Estep 
Score: -21490848.000000 Penalty: 5998.935059
	Iteration 16Q: 3 clusters Score -2.149085e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 178428 members 
Entering Unmasked Estep 
Score: -21490918.000000 Penalty: 5998.935059
	Iteration 17Q: 3 clusters Score -2.149092e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 178456 members 
Entering Unmasked Estep 
Score: -21490952.000000 Penalty: 5998.935059
	Iteration 18Q: 3 clusters Score -2.149095e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 178466 members 
Entering Unmasked Estep 
Score: -21490978.000000 Penalty: 5998.935059
	Iteration 19Q: 3 clusters Score -2.149098e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 178480 members 
Entering Unmasked Estep 
Score: -21491018.000000 Penalty: 5998.935059
	Iteration 20F: 3 clusters Score -2.149102e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 178491 members 
Entering Unmasked Estep 
Score: -21491050.000000 Penalty: 5998.935059
	Iteration 21Q: 3 clusters Score -2.149105e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 178502 members 
Entering Unmasked Estep 
Score: -21491036.000000 Penalty: 5998.935059
	Iteration 22Q: 3 clusters Score -2.149104e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 178513 members 
Entering Unmasked Estep 
Score: -21491040.000000 Penalty: 5998.935059
	Iteration 23Q: 3 clusters Score -2.149104e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 178515 members 
Entering Unmasked Estep 
Score: -21491062.000000 Penalty: 5998.935059
	Iteration 24Q: 3 clusters Score -2.149106e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 178518 members 
Entering Unmasked Estep 
Score: -21491074.000000 Penalty: 5998.935059
	Iteration 25Q: 3 clusters Score -2.149107e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 178520 members 
Entering Unmasked Estep 
Score: -21491058.000000 Penalty: 5998.935059
	Iteration 26Q: 3 clusters Score -2.149106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 178521 members 
Entering Unmasked Estep 
Score: -21491052.000000 Penalty: 5998.935059
	Iteration 27Q: 3 clusters Score -2.149105e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 178523 members 
Entering Unmasked Estep 
Score: -21491058.000000 Penalty: 5998.935059
	Iteration 28Q: 3 clusters Score -2.149106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 178524 members 
Entering Unmasked Estep 
Score: -21491060.000000 Penalty: 5998.935059
	Iteration 29Q: 3 clusters Score -2.149106e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 178523 members 
Entering Unmasked Estep 
Score: -21491060.000000 Penalty: 5998.935059
	Iteration 30Q: 3 clusters Score -2.149106e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 178523 members 
Entering Unmasked Estep 
Score: -21491060.000000 Penalty: 5998.935059
	Iteration 31F: 3 clusters Score -2.149106e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Entering Unmasked Estep 
Score: -540303.687500 Penalty: 2091.531250
	Iteration 0F: 2 clusters Score -540303.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -535994.937500 Penalty: 4183.062500
	Iteration 0F: 3 clusters Score -535994.9 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -536997.312500 Penalty: 4183.062500
	Iteration 1F: 3 clusters Score -536997.3 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -537202.875000 Penalty: 4183.062500
	Iteration 2F: 3 clusters Score -537202.9 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -537314.500000 Penalty: 4183.062500
	Iteration 3Q: 3 clusters Score -537314.5 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -537386.875000 Penalty: 4183.062500
	Iteration 4Q: 3 clusters Score -537386.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -537442.187500 Penalty: 4183.062500
	Iteration 5Q: 3 clusters Score -537442.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -537498.250000 Penalty: 4183.062500
	Iteration 6Q: 3 clusters Score -537498.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -537542.062500 Penalty: 4183.062500
	Iteration 7Q: 3 clusters Score -537542.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -537580.750000 Penalty: 4183.062500
	Iteration 8Q: 3 clusters Score -537580.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -537614.000000 Penalty: 4183.062500
	Iteration 9Q: 3 clusters Score -537614 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -537651.875000 Penalty: 4183.062500
	Iteration 10Q: 3 clusters Score -537651.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -537692.687500 Penalty: 4183.062500
	Iteration 11Q: 3 clusters Score -537692.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -537741.312500 Penalty: 4183.062500
	Iteration 12Q: 3 clusters Score -537741.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -537793.187500 Penalty: 4183.062500
	Iteration 13Q: 3 clusters Score -537793.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -537848.625000 Penalty: 4183.062500
	Iteration 14Q: 3 clusters Score -537848.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -537906.125000 Penalty: 4183.062500
	Iteration 15Q: 3 clusters Score -537906.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -537965.625000 Penalty: 4183.062500
	Iteration 16Q: 3 clusters Score -537965.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -538015.625000 Penalty: 4183.062500
	Iteration 17Q: 3 clusters Score -538015.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -538068.875000 Penalty: 4183.062500
	Iteration 18Q: 3 clusters Score -538068.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -538129.875000 Penalty: 4183.062500
	Iteration 19Q: 3 clusters Score -538129.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -538193.375000 Penalty: 4183.062500
	Iteration 20F: 3 clusters Score -538193.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -538244.562500 Penalty: 4183.062500
	Iteration 21Q: 3 clusters Score -538244.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -538296.812500 Penalty: 4183.062500
	Iteration 22Q: 3 clusters Score -538296.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -538374.125000 Penalty: 4183.062500
	Iteration 23Q: 3 clusters Score -538374.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -538437.062500 Penalty: 4183.062500
	Iteration 24Q: 3 clusters Score -538437.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -538480.000000 Penalty: 4183.062500
	Iteration 25Q: 3 clusters Score -538480 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -538524.937500 Penalty: 4183.062500
	Iteration 26Q: 3 clusters Score -538524.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -538560.437500 Penalty: 4183.062500
	Iteration 27Q: 3 clusters Score -538560.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -538593.437500 Penalty: 4183.062500
	Iteration 28Q: 3 clusters Score -538593.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -538639.875000 Penalty: 4183.062500
	Iteration 29Q: 3 clusters Score -538639.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -538675.937500 Penalty: 4183.062500
	Iteration 30Q: 3 clusters Score -538675.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -538703.562500 Penalty: 4183.062500
	Iteration 31Q: 3 clusters Score -538703.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -538727.750000 Penalty: 4183.062500
	Iteration 32Q: 3 clusters Score -538727.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -538747.812500 Penalty: 4183.062500
	Iteration 33Q: 3 clusters Score -538747.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -538765.500000 Penalty: 4183.062500
	Iteration 34Q: 3 clusters Score -538765.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -538781.750000 Penalty: 4183.062500
	Iteration 35Q: 3 clusters Score -538781.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -538793.812500 Penalty: 4183.062500
	Iteration 36Q: 3 clusters Score -538793.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -538804.812500 Penalty: 4183.062500
	Iteration 37Q: 3 clusters Score -538804.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -538814.562500 Penalty: 4183.062500
	Iteration 38Q: 3 clusters Score -538814.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -538820.000000 Penalty: 4183.062500
	Iteration 39Q: 3 clusters Score -538820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -538826.562500 Penalty: 4183.062500
	Iteration 40F: 3 clusters Score -538826.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -538829.375000 Penalty: 4183.062500
	Iteration 41Q: 3 clusters Score -538829.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -538829.437500 Penalty: 4183.062500
	Iteration 42Q: 3 clusters Score -538829.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -538830.812500 Penalty: 4183.062500
	Iteration 43Q: 3 clusters Score -538830.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -538832.000000 Penalty: 4183.062500
	Iteration 44Q: 3 clusters Score -538832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -538834.687500 Penalty: 4183.062500
	Iteration 45Q: 3 clusters Score -538834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -538835.562500 Penalty: 4183.062500
	Iteration 46Q: 3 clusters Score -538835.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -538835.562500 Penalty: 4183.062500
	Iteration 47F: 3 clusters Score -538835.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Entering Unmasked Estep 
Score: -39380.585938 Penalty: 1488.350830
	Iteration 0F: 2 clusters Score -39380.59 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -38020.953125 Penalty: 2976.701660
	Iteration 0F: 3 clusters Score -38020.95 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38183.054688 Penalty: 2976.701660
	Iteration 1F: 3 clusters Score -38183.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -38245.542969 Penalty: 2976.701660
	Iteration 2Q: 3 clusters Score -38245.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -38274.500000 Penalty: 2976.701660
	Iteration 3Q: 3 clusters Score -38274.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38297.699219 Penalty: 2976.701660
	Iteration 4Q: 3 clusters Score -38297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38312.886719 Penalty: 2976.701660
	Iteration 5Q: 3 clusters Score -38312.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38363.312500 Penalty: 2976.701660
	Iteration 6Q: 3 clusters Score -38363.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38382.632812 Penalty: 2976.701660
	Iteration 7Q: 3 clusters Score -38382.63 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -38412.070312 Penalty: 2976.701660
	Iteration 8Q: 3 clusters Score -38412.07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -38433.308594 Penalty: 2976.701660
	Iteration 9Q: 3 clusters Score -38433.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -38446.980469 Penalty: 2976.701660
	Iteration 10Q: 3 clusters Score -38446.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38448.019531 Penalty: 2976.701660
	Iteration 11Q: 3 clusters Score -38448.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -38448.019531 Penalty: 2976.701660
	Iteration 12F: 3 clusters Score -38448.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (121971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121971 members 
Entering Unmasked Estep 
Score: -14822185.000000 Penalty: 2904.461426
	Iteration 0F: 2 clusters Score -1.482218e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60953 members 
Mstep: Class 2 contains 61018 members 
Entering Unmasked Estep 
Score: -14740908.000000 Penalty: 5808.922852
	Iteration 0F: 3 clusters Score -1.474091e+07 nChanged 57915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60896 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -14773963.000000 Penalty: 5808.922852
	Iteration 1F: 3 clusters Score -1.477396e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60839 members 
Mstep: Class 2 contains 61132 members 
Entering Unmasked Estep 
Score: -14774947.000000 Penalty: 5808.922852
	Iteration 2Q: 3 clusters Score -1.477495e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60698 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -14776037.000000 Penalty: 5808.922852
	Iteration 3Q: 3 clusters Score -1.477604e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60530 members 
Mstep: Class 2 contains 61441 members 
Entering Unmasked Estep 
Score: -14777629.000000 Penalty: 5808.922852
	Iteration 4Q: 3 clusters Score -1.477763e+07 nChanged 4951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60423 members 
Mstep: Class 2 contains 61548 members 
Entering Unmasked Estep 
Score: -14779700.000000 Penalty: 5808.922852
	Iteration 5Q: 3 clusters Score -1.47797e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60324 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -14782758.000000 Penalty: 5808.922852
	Iteration 6Q: 3 clusters Score -1.478276e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60278 members 
Mstep: Class 2 contains 61693 members 
Entering Unmasked Estep 
Score: -14787671.000000 Penalty: 5808.922852
	Iteration 7F: 3 clusters Score -1.478767e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60457 members 
Mstep: Class 2 contains 61514 members 
Entering Unmasked Estep 
Score: -14794473.000000 Penalty: 5808.922852
	Iteration 8F: 3 clusters Score -1.479447e+07 nChanged 8534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60893 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -14801130.000000 Penalty: 5808.922852
	Iteration 9F: 3 clusters Score -1.480113e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61317 members 
Mstep: Class 2 contains 60654 members 
Entering Unmasked Estep 
Score: -14804694.000000 Penalty: 5808.922852
	Iteration 10F: 3 clusters Score -1.480469e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61517 members 
Mstep: Class 2 contains 60454 members 
Entering Unmasked Estep 
Score: -14806090.000000 Penalty: 5808.922852
	Iteration 11Q: 3 clusters Score -1.480609e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61710 members 
Mstep: Class 2 contains 60261 members 
Entering Unmasked Estep 
Score: -14806877.000000 Penalty: 5808.922852
	Iteration 12Q: 3 clusters Score -1.480688e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61924 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -14807459.000000 Penalty: 5808.922852
	Iteration 13Q: 3 clusters Score -1.480746e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62190 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -14808150.000000 Penalty: 5808.922852
	Iteration 14Q: 3 clusters Score -1.480815e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62515 members 
Mstep: Class 2 contains 59456 members 
Entering Unmasked Estep 
Score: -14808571.000000 Penalty: 5808.922852
	Iteration 15Q: 3 clusters Score -1.480857e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62856 members 
Mstep: Class 2 contains 59115 members 
Entering Unmasked Estep 
Score: -14809080.000000 Penalty: 5808.922852
	Iteration 16Q: 3 clusters Score -1.480908e+07 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63242 members 
Mstep: Class 2 contains 58729 members 
Entering Unmasked Estep 
Score: -14809450.000000 Penalty: 5808.922852
	Iteration 17Q: 3 clusters Score -1.480945e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63678 members 
Mstep: Class 2 contains 58293 members 
Entering Unmasked Estep 
Score: -14809781.000000 Penalty: 5808.922852
	Iteration 18Q: 3 clusters Score -1.480978e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64146 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -14810092.000000 Penalty: 5808.922852
	Iteration 19Q: 3 clusters Score -1.481009e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64616 members 
Mstep: Class 2 contains 57355 members 
Entering Unmasked Estep 
Score: -14810277.000000 Penalty: 5808.922852
	Iteration 20F: 3 clusters Score -1.481028e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65070 members 
Mstep: Class 2 contains 56901 members 
Entering Unmasked Estep 
Score: -14810524.000000 Penalty: 5808.922852
	Iteration 21Q: 3 clusters Score -1.481052e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65533 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -14810733.000000 Penalty: 5808.922852
	Iteration 22Q: 3 clusters Score -1.481073e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65984 members 
Mstep: Class 2 contains 55987 members 
Entering Unmasked Estep 
Score: -14810867.000000 Penalty: 5808.922852
	Iteration 23Q: 3 clusters Score -1.481087e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66411 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -14810944.000000 Penalty: 5808.922852
	Iteration 24Q: 3 clusters Score -1.481094e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66814 members 
Mstep: Class 2 contains 55157 members 
Entering Unmasked Estep 
Score: -14811006.000000 Penalty: 5808.922852
	Iteration 25Q: 3 clusters Score -1.481101e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67222 members 
Mstep: Class 2 contains 54749 members 
Entering Unmasked Estep 
Score: -14811029.000000 Penalty: 5808.922852
	Iteration 26Q: 3 clusters Score -1.481103e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -14811003.000000 Penalty: 5808.922852
	Iteration 27Q: 3 clusters Score -1.4811e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68070 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -14811082.000000 Penalty: 5808.922852
	Iteration 28Q: 3 clusters Score -1.481108e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68487 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -14811158.000000 Penalty: 5808.922852
	Iteration 29Q: 3 clusters Score -1.481116e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -14811231.000000 Penalty: 5808.922852
	Iteration 30Q: 3 clusters Score -1.481123e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69330 members 
Mstep: Class 2 contains 52641 members 
Entering Unmasked Estep 
Score: -14811257.000000 Penalty: 5808.922852
	Iteration 31Q: 3 clusters Score -1.481126e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69740 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -14811267.000000 Penalty: 5808.922852
	Iteration 32Q: 3 clusters Score -1.481127e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70136 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -14811334.000000 Penalty: 5808.922852
	Iteration 33Q: 3 clusters Score -1.481133e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70510 members 
Mstep: Class 2 contains 51461 members 
Entering Unmasked Estep 
Score: -14811359.000000 Penalty: 5808.922852
	Iteration 34Q: 3 clusters Score -1.481136e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70888 members 
Mstep: Class 2 contains 51083 members 
Entering Unmasked Estep 
Score: -14811365.000000 Penalty: 5808.922852
	Iteration 35Q: 3 clusters Score -1.481136e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71282 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -14811411.000000 Penalty: 5808.922852
	Iteration 36Q: 3 clusters Score -1.481141e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71685 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -14811457.000000 Penalty: 5808.922852
	Iteration 37Q: 3 clusters Score -1.481146e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -14811524.000000 Penalty: 5808.922852
	Iteration 38Q: 3 clusters Score -1.481152e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72436 members 
Mstep: Class 2 contains 49535 members 
Entering Unmasked Estep 
Score: -14811578.000000 Penalty: 5808.922852
	Iteration 39Q: 3 clusters Score -1.481158e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72759 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -14811626.000000 Penalty: 5808.922852
	Iteration 40F: 3 clusters Score -1.481163e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -14811634.000000 Penalty: 5808.922852
	Iteration 41Q: 3 clusters Score -1.481163e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73439 members 
Mstep: Class 2 contains 48532 members 
Entering Unmasked Estep 
Score: -14811642.000000 Penalty: 5808.922852
	Iteration 42Q: 3 clusters Score -1.481164e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73798 members 
Mstep: Class 2 contains 48173 members 
Entering Unmasked Estep 
Score: -14811658.000000 Penalty: 5808.922852
	Iteration 43Q: 3 clusters Score -1.481166e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74170 members 
Mstep: Class 2 contains 47801 members 
Entering Unmasked Estep 
Score: -14811714.000000 Penalty: 5808.922852
	Iteration 44Q: 3 clusters Score -1.481171e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74558 members 
Mstep: Class 2 contains 47413 members 
Entering Unmasked Estep 
Score: -14811698.000000 Penalty: 5808.922852
	Iteration 45Q: 3 clusters Score -1.48117e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74986 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -14811750.000000 Penalty: 5808.922852
	Iteration 46Q: 3 clusters Score -1.481175e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75439 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -14811771.000000 Penalty: 5808.922852
	Iteration 47Q: 3 clusters Score -1.481177e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75911 members 
Mstep: Class 2 contains 46060 members 
Entering Unmasked Estep 
Score: -14811867.000000 Penalty: 5808.922852
	Iteration 48Q: 3 clusters Score -1.481187e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 45564 members 
Entering Unmasked Estep 
Score: -14811905.000000 Penalty: 5808.922852
	Iteration 49Q: 3 clusters Score -1.48119e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76891 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -14811994.000000 Penalty: 5808.922852
	Iteration 50Q: 3 clusters Score -1.481199e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77405 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -14812043.000000 Penalty: 5808.922852
	Iteration 51Q: 3 clusters Score -1.481204e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77962 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -14812111.000000 Penalty: 5808.922852
	Iteration 52Q: 3 clusters Score -1.481211e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78533 members 
Mstep: Class 2 contains 43438 members 
Entering Unmasked Estep 
Score: -14812206.000000 Penalty: 5808.922852
	Iteration 53Q: 3 clusters Score -1.481221e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79106 members 
Mstep: Class 2 contains 42865 members 
Entering Unmasked Estep 
Score: -14812263.000000 Penalty: 5808.922852
	Iteration 54Q: 3 clusters Score -1.481226e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 42250 members 
Entering Unmasked Estep 
Score: -14812359.000000 Penalty: 5808.922852
	Iteration 55Q: 3 clusters Score -1.481236e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80332 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -14812406.000000 Penalty: 5808.922852
	Iteration 56Q: 3 clusters Score -1.481241e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -14812567.000000 Penalty: 5808.922852
	Iteration 57Q: 3 clusters Score -1.481257e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81701 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -14812652.000000 Penalty: 5808.922852
	Iteration 58Q: 3 clusters Score -1.481265e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82420 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -14812760.000000 Penalty: 5808.922852
	Iteration 59Q: 3 clusters Score -1.481276e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -14812852.000000 Penalty: 5808.922852
	Iteration 60F: 3 clusters Score -1.481285e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83850 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -14812888.000000 Penalty: 5808.922852
	Iteration 61Q: 3 clusters Score -1.481289e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84582 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -14812962.000000 Penalty: 5808.922852
	Iteration 62Q: 3 clusters Score -1.481296e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85336 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -14813041.000000 Penalty: 5808.922852
	Iteration 63Q: 3 clusters Score -1.481304e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86070 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -14813103.000000 Penalty: 5808.922852
	Iteration 64Q: 3 clusters Score -1.48131e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86836 members 
Mstep: Class 2 contains 35135 members 
Entering Unmasked Estep 
Score: -14813201.000000 Penalty: 5808.922852
	Iteration 65Q: 3 clusters Score -1.48132e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87573 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -14813307.000000 Penalty: 5808.922852
	Iteration 66Q: 3 clusters Score -1.481331e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88280 members 
Mstep: Class 2 contains 33691 members 
Entering Unmasked Estep 
Score: -14813350.000000 Penalty: 5808.922852
	Iteration 67Q: 3 clusters Score -1.481335e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88962 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -14813486.000000 Penalty: 5808.922852
	Iteration 68Q: 3 clusters Score -1.481349e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89649 members 
Mstep: Class 2 contains 32322 members 
Entering Unmasked Estep 
Score: -14813626.000000 Penalty: 5808.922852
	Iteration 69Q: 3 clusters Score -1.481363e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90432 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -14813678.000000 Penalty: 5808.922852
	Iteration 70Q: 3 clusters Score -1.481368e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91250 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -14813821.000000 Penalty: 5808.922852
	Iteration 71Q: 3 clusters Score -1.481382e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92130 members 
Mstep: Class 2 contains 29841 members 
Entering Unmasked Estep 
Score: -14813961.000000 Penalty: 5808.922852
	Iteration 72Q: 3 clusters Score -1.481396e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92979 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -14814124.000000 Penalty: 5808.922852
	Iteration 73Q: 3 clusters Score -1.481412e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93861 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -14814250.000000 Penalty: 5808.922852
	Iteration 74Q: 3 clusters Score -1.481425e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94744 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -14814462.000000 Penalty: 5808.922852
	Iteration 75Q: 3 clusters Score -1.481446e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95576 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -14814582.000000 Penalty: 5808.922852
	Iteration 76Q: 3 clusters Score -1.481458e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96402 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -14814705.000000 Penalty: 5808.922852
	Iteration 77Q: 3 clusters Score -1.48147e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97263 members 
Mstep: Class 2 contains 24708 members 
Entering Unmasked Estep 
Score: -14814817.000000 Penalty: 5808.922852
	Iteration 78Q: 3 clusters Score -1.481482e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98180 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -14815004.000000 Penalty: 5808.922852
	Iteration 79Q: 3 clusters Score -1.4815e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99089 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -14815170.000000 Penalty: 5808.922852
	Iteration 80F: 3 clusters Score -1.481517e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100001 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -14815365.000000 Penalty: 5808.922852
	Iteration 81Q: 3 clusters Score -1.481536e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100891 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -14815549.000000 Penalty: 5808.922852
	Iteration 82Q: 3 clusters Score -1.481555e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101789 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -14815699.000000 Penalty: 5808.922852
	Iteration 83Q: 3 clusters Score -1.48157e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102709 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -14815927.000000 Penalty: 5808.922852
	Iteration 84Q: 3 clusters Score -1.481593e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103632 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -14816095.000000 Penalty: 5808.922852
	Iteration 85Q: 3 clusters Score -1.48161e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104544 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -14816306.000000 Penalty: 5808.922852
	Iteration 86Q: 3 clusters Score -1.481631e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105462 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -14816531.000000 Penalty: 5808.922852
	Iteration 87Q: 3 clusters Score -1.481653e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106407 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -14816755.000000 Penalty: 5808.922852
	Iteration 88Q: 3 clusters Score -1.481676e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107294 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -14817019.000000 Penalty: 5808.922852
	Iteration 89Q: 3 clusters Score -1.481702e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108138 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -14817272.000000 Penalty: 5808.922852
	Iteration 90Q: 3 clusters Score -1.481727e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108979 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -14817433.000000 Penalty: 5808.922852
	Iteration 91Q: 3 clusters Score -1.481743e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109807 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -14817676.000000 Penalty: 5808.922852
	Iteration 92Q: 3 clusters Score -1.481768e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110616 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -14817916.000000 Penalty: 5808.922852
	Iteration 93Q: 3 clusters Score -1.481792e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111350 members 
Mstep: Class 2 contains 10621 members 
Entering Unmasked Estep 
Score: -14818098.000000 Penalty: 5808.922852
	Iteration 94Q: 3 clusters Score -1.48181e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112041 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -14818231.000000 Penalty: 5808.922852
	Iteration 95Q: 3 clusters Score -1.481823e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112677 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -14818439.000000 Penalty: 5808.922852
	Iteration 96Q: 3 clusters Score -1.481844e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113277 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -14818608.000000 Penalty: 5808.922852
	Iteration 97Q: 3 clusters Score -1.481861e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -14818725.000000 Penalty: 5808.922852
	Iteration 98Q: 3 clusters Score -1.481872e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114366 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -14818873.000000 Penalty: 5808.922852
	Iteration 99Q: 3 clusters Score -1.481887e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114830 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -14819024.000000 Penalty: 5808.922852
	Iteration 100F: 3 clusters Score -1.481902e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115277 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -14819164.000000 Penalty: 5808.922852
	Iteration 101Q: 3 clusters Score -1.481916e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115658 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -14819227.000000 Penalty: 5808.922852
	Iteration 102Q: 3 clusters Score -1.481923e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116014 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -14819354.000000 Penalty: 5808.922852
	Iteration 103Q: 3 clusters Score -1.481935e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116346 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -14819379.000000 Penalty: 5808.922852
	Iteration 104Q: 3 clusters Score -1.481938e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116629 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -14819469.000000 Penalty: 5808.922852
	Iteration 105Q: 3 clusters Score -1.481947e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116885 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -14819528.000000 Penalty: 5808.922852
	Iteration 106Q: 3 clusters Score -1.481953e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117099 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -14819594.000000 Penalty: 5808.922852
	Iteration 107Q: 3 clusters Score -1.481959e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117301 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -14819640.000000 Penalty: 5808.922852
	Iteration 108Q: 3 clusters Score -1.481964e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117470 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -14819675.000000 Penalty: 5808.922852
	Iteration 109Q: 3 clusters Score -1.481968e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -14819709.000000 Penalty: 5808.922852
	Iteration 110Q: 3 clusters Score -1.481971e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117777 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -14819762.000000 Penalty: 5808.922852
	Iteration 111Q: 3 clusters Score -1.481976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117901 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -14819784.000000 Penalty: 5808.922852
	Iteration 112Q: 3 clusters Score -1.481978e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117985 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -14819769.000000 Penalty: 5808.922852
	Iteration 113Q: 3 clusters Score -1.481977e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118059 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -14819805.000000 Penalty: 5808.922852
	Iteration 114Q: 3 clusters Score -1.48198e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118119 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -14819806.000000 Penalty: 5808.922852
	Iteration 115Q: 3 clusters Score -1.481981e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118177 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -14819853.000000 Penalty: 5808.922852
	Iteration 116Q: 3 clusters Score -1.481985e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118245 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -14819820.000000 Penalty: 5808.922852
	Iteration 117Q: 3 clusters Score -1.481982e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118314 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -14819832.000000 Penalty: 5808.922852
	Iteration 118Q: 3 clusters Score -1.481983e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118380 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -14819822.000000 Penalty: 5808.922852
	Iteration 119Q: 3 clusters Score -1.481982e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118447 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -14819835.000000 Penalty: 5808.922852
	Iteration 120F: 3 clusters Score -1.481984e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118509 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -14819843.000000 Penalty: 5808.922852
	Iteration 121Q: 3 clusters Score -1.481984e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118565 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -14819863.000000 Penalty: 5808.922852
	Iteration 122Q: 3 clusters Score -1.481986e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118623 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -14819864.000000 Penalty: 5808.922852
	Iteration 123Q: 3 clusters Score -1.481986e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -14819885.000000 Penalty: 5808.922852
	Iteration 124Q: 3 clusters Score -1.481988e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118747 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -14819918.000000 Penalty: 5808.922852
	Iteration 125Q: 3 clusters Score -1.481992e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118806 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -14819930.000000 Penalty: 5808.922852
	Iteration 126Q: 3 clusters Score -1.481993e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118860 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -14819952.000000 Penalty: 5808.922852
	Iteration 127Q: 3 clusters Score -1.481995e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118918 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -14819958.000000 Penalty: 5808.922852
	Iteration 128Q: 3 clusters Score -1.481996e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118969 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -14819978.000000 Penalty: 5808.922852
	Iteration 129Q: 3 clusters Score -1.481998e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119015 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -14819987.000000 Penalty: 5808.922852
	Iteration 130Q: 3 clusters Score -1.481999e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119061 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -14819980.000000 Penalty: 5808.922852
	Iteration 131Q: 3 clusters Score -1.481998e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119100 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -14819995.000000 Penalty: 5808.922852
	Iteration 132Q: 3 clusters Score -1.482e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119137 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -14819990.000000 Penalty: 5808.922852
	Iteration 133Q: 3 clusters Score -1.481999e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119166 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -14819991.000000 Penalty: 5808.922852
	Iteration 134Q: 3 clusters Score -1.481999e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119196 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -14819988.000000 Penalty: 5808.922852
	Iteration 135Q: 3 clusters Score -1.481999e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119226 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -14820002.000000 Penalty: 5808.922852
	Iteration 136Q: 3 clusters Score -1.482e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119246 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -14819998.000000 Penalty: 5808.922852
	Iteration 137Q: 3 clusters Score -1.482e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -14820011.000000 Penalty: 5808.922852
	Iteration 138Q: 3 clusters Score -1.482001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119267 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -14820011.000000 Penalty: 5808.922852
	Iteration 139Q: 3 clusters Score -1.482001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119284 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -14819991.000000 Penalty: 5808.922852
	Iteration 140F: 3 clusters Score -1.481999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119295 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -14819982.000000 Penalty: 5808.922852
	Iteration 141Q: 3 clusters Score -1.481998e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119304 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -14819983.000000 Penalty: 5808.922852
	Iteration 142Q: 3 clusters Score -1.481998e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119321 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -14820006.000000 Penalty: 5808.922852
	Iteration 143Q: 3 clusters Score -1.482001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119330 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -14820015.000000 Penalty: 5808.922852
	Iteration 144Q: 3 clusters Score -1.482002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119339 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -14820027.000000 Penalty: 5808.922852
	Iteration 145Q: 3 clusters Score -1.482003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119342 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -14820028.000000 Penalty: 5808.922852
	Iteration 146Q: 3 clusters Score -1.482003e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119343 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -14820023.000000 Penalty: 5808.922852
	Iteration 147Q: 3 clusters Score -1.482002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119344 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -14820025.000000 Penalty: 5808.922852
	Iteration 148Q: 3 clusters Score -1.482002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119345 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -14820038.000000 Penalty: 5808.922852
	Iteration 149Q: 3 clusters Score -1.482004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -14820036.000000 Penalty: 5808.922852
	Iteration 150Q: 3 clusters Score -1.482004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119346 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -14820036.000000 Penalty: 5808.922852
	Iteration 151F: 3 clusters Score -1.482004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (5633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Entering Unmasked Estep 
Score: -691271.187500 Penalty: 2141.826660
	Iteration 0F: 2 clusters Score -691271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -686324.062500 Penalty: 4283.653320
	Iteration 0F: 3 clusters Score -686324.1 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -687497.250000 Penalty: 4283.653320
	Iteration 1F: 3 clusters Score -687497.2 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -687691.250000 Penalty: 4283.653320
	Iteration 2F: 3 clusters Score -687691.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -687807.187500 Penalty: 4283.653320
	Iteration 3Q: 3 clusters Score -687807.2 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -687898.187500 Penalty: 4283.653320
	Iteration 4Q: 3 clusters Score -687898.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -687955.812500 Penalty: 4283.653320
	Iteration 5Q: 3 clusters Score -687955.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -687997.000000 Penalty: 4283.653320
	Iteration 6Q: 3 clusters Score -687997 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -688034.125000 Penalty: 4283.653320
	Iteration 7Q: 3 clusters Score -688034.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -688064.562500 Penalty: 4283.653320
	Iteration 8Q: 3 clusters Score -688064.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -688085.500000 Penalty: 4283.653320
	Iteration 9Q: 3 clusters Score -688085.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -688109.687500 Penalty: 4283.653320
	Iteration 10Q: 3 clusters Score -688109.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -688128.187500 Penalty: 4283.653320
	Iteration 11Q: 3 clusters Score -688128.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -688143.000000 Penalty: 4283.653320
	Iteration 12Q: 3 clusters Score -688143 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -688155.750000 Penalty: 4283.653320
	Iteration 13Q: 3 clusters Score -688155.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -688166.500000 Penalty: 4283.653320
	Iteration 14Q: 3 clusters Score -688166.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -688178.875000 Penalty: 4283.653320
	Iteration 15Q: 3 clusters Score -688178.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -688191.750000 Penalty: 4283.653320
	Iteration 16Q: 3 clusters Score -688191.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -688206.187500 Penalty: 4283.653320
	Iteration 17Q: 3 clusters Score -688206.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -688220.500000 Penalty: 4283.653320
	Iteration 18Q: 3 clusters Score -688220.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -688231.875000 Penalty: 4283.653320
	Iteration 19Q: 3 clusters Score -688231.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -688244.937500 Penalty: 4283.653320
	Iteration 20F: 3 clusters Score -688244.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -688265.312500 Penalty: 4283.653320
	Iteration 21Q: 3 clusters Score -688265.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -688285.062500 Penalty: 4283.653320
	Iteration 22Q: 3 clusters Score -688285.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -688296.250000 Penalty: 4283.653320
	Iteration 23Q: 3 clusters Score -688296.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -688311.000000 Penalty: 4283.653320
	Iteration 24Q: 3 clusters Score -688311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -688322.125000 Penalty: 4283.653320
	Iteration 25Q: 3 clusters Score -688322.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -688335.250000 Penalty: 4283.653320
	Iteration 26Q: 3 clusters Score -688335.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -688346.562500 Penalty: 4283.653320
	Iteration 27Q: 3 clusters Score -688346.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -688359.562500 Penalty: 4283.653320
	Iteration 28Q: 3 clusters Score -688359.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -688375.062500 Penalty: 4283.653320
	Iteration 29Q: 3 clusters Score -688375.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -688393.125000 Penalty: 4283.653320
	Iteration 30Q: 3 clusters Score -688393.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -688403.062500 Penalty: 4283.653320
	Iteration 31Q: 3 clusters Score -688403.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -688418.125000 Penalty: 4283.653320
	Iteration 32Q: 3 clusters Score -688418.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -688430.625000 Penalty: 4283.653320
	Iteration 33Q: 3 clusters Score -688430.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -688442.312500 Penalty: 4283.653320
	Iteration 34Q: 3 clusters Score -688442.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -688467.687500 Penalty: 4283.653320
	Iteration 35Q: 3 clusters Score -688467.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -688496.437500 Penalty: 4283.653320
	Iteration 36Q: 3 clusters Score -688496.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -688536.000000 Penalty: 4283.653320
	Iteration 37Q: 3 clusters Score -688536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -688585.812500 Penalty: 4283.653320
	Iteration 38Q: 3 clusters Score -688585.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -688635.687500 Penalty: 4283.653320
	Iteration 39Q: 3 clusters Score -688635.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -688695.062500 Penalty: 4283.653320
	Iteration 40F: 3 clusters Score -688695.1 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -688760.375000 Penalty: 4283.653320
	Iteration 41Q: 3 clusters Score -688760.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -688838.375000 Penalty: 4283.653320
	Iteration 42Q: 3 clusters Score -688838.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -688925.437500 Penalty: 4283.653320
	Iteration 43Q: 3 clusters Score -688925.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -689003.687500 Penalty: 4283.653320
	Iteration 44Q: 3 clusters Score -689003.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -689067.437500 Penalty: 4283.653320
	Iteration 45Q: 3 clusters Score -689067.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -689123.062500 Penalty: 4283.653320
	Iteration 46Q: 3 clusters Score -689123.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -689162.437500 Penalty: 4283.653320
	Iteration 47Q: 3 clusters Score -689162.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -689194.812500 Penalty: 4283.653320
	Iteration 48Q: 3 clusters Score -689194.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -689233.312500 Penalty: 4283.653320
	Iteration 49Q: 3 clusters Score -689233.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 4975 members 
Entering Unmasked Estep 
Score: -689256.375000 Penalty: 4283.653320
	Iteration 50Q: 3 clusters Score -689256.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -689276.062500 Penalty: 4283.653320
	Iteration 51Q: 3 clusters Score -689276.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -689298.250000 Penalty: 4283.653320
	Iteration 52Q: 3 clusters Score -689298.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -689321.812500 Penalty: 4283.653320
	Iteration 53Q: 3 clusters Score -689321.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -689343.125000 Penalty: 4283.653320
	Iteration 54Q: 3 clusters Score -689343.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -689362.000000 Penalty: 4283.653320
	Iteration 55Q: 3 clusters Score -689362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -689382.875000 Penalty: 4283.653320
	Iteration 56Q: 3 clusters Score -689382.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -689406.062500 Penalty: 4283.653320
	Iteration 57Q: 3 clusters Score -689406.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -689428.812500 Penalty: 4283.653320
	Iteration 58Q: 3 clusters Score -689428.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -689440.125000 Penalty: 4283.653320
	Iteration 59Q: 3 clusters Score -689440.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -689452.250000 Penalty: 4283.653320
	Iteration 60F: 3 clusters Score -689452.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -689458.125000 Penalty: 4283.653320
	Iteration 61Q: 3 clusters Score -689458.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -689463.500000 Penalty: 4283.653320
	Iteration 62Q: 3 clusters Score -689463.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -689471.187500 Penalty: 4283.653320
	Iteration 63Q: 3 clusters Score -689471.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -689475.562500 Penalty: 4283.653320
	Iteration 64Q: 3 clusters Score -689475.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -689477.562500 Penalty: 4283.653320
	Iteration 65Q: 3 clusters Score -689477.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -689480.875000 Penalty: 4283.653320
	Iteration 66Q: 3 clusters Score -689480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -689481.750000 Penalty: 4283.653320
	Iteration 67Q: 3 clusters Score -689481.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -689482.062500 Penalty: 4283.653320
	Iteration 68Q: 3 clusters Score -689482.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -689482.062500 Penalty: 4283.653320
	Iteration 69F: 3 clusters Score -689482.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Entering Unmasked Estep 
Score: -829926.562500 Penalty: 2192.320312
	Iteration 0F: 2 clusters Score -829926.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -824230.500000 Penalty: 4384.640625
	Iteration 0F: 3 clusters Score -824230.5 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -825696.625000 Penalty: 4384.640625
	Iteration 1F: 3 clusters Score -825696.6 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -825989.125000 Penalty: 4384.640625
	Iteration 2F: 3 clusters Score -825989.1 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -826204.187500 Penalty: 4384.640625
	Iteration 3F: 3 clusters Score -826204.2 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -826401.000000 Penalty: 4384.640625
	Iteration 4Q: 3 clusters Score -826401 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -826599.750000 Penalty: 4384.640625
	Iteration 5Q: 3 clusters Score -826599.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -826802.250000 Penalty: 4384.640625
	Iteration 6Q: 3 clusters Score -826802.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -826968.000000 Penalty: 4384.640625
	Iteration 7Q: 3 clusters Score -826968 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -827124.750000 Penalty: 4384.640625
	Iteration 8Q: 3 clusters Score -827124.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -827260.125000 Penalty: 4384.640625
	Iteration 9Q: 3 clusters Score -827260.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -827370.500000 Penalty: 4384.640625
	Iteration 10Q: 3 clusters Score -827370.5 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -827481.625000 Penalty: 4384.640625
	Iteration 11Q: 3 clusters Score -827481.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -827582.125000 Penalty: 4384.640625
	Iteration 12Q: 3 clusters Score -827582.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -827662.875000 Penalty: 4384.640625
	Iteration 13Q: 3 clusters Score -827662.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -827717.125000 Penalty: 4384.640625
	Iteration 14Q: 3 clusters Score -827717.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -827759.687500 Penalty: 4384.640625
	Iteration 15Q: 3 clusters Score -827759.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -827797.750000 Penalty: 4384.640625
	Iteration 16Q: 3 clusters Score -827797.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -827830.437500 Penalty: 4384.640625
	Iteration 17Q: 3 clusters Score -827830.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -827858.250000 Penalty: 4384.640625
	Iteration 18Q: 3 clusters Score -827858.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -827876.125000 Penalty: 4384.640625
	Iteration 19Q: 3 clusters Score -827876.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -827895.687500 Penalty: 4384.640625
	Iteration 20F: 3 clusters Score -827895.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -827911.687500 Penalty: 4384.640625
	Iteration 21Q: 3 clusters Score -827911.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -827926.250000 Penalty: 4384.640625
	Iteration 22Q: 3 clusters Score -827926.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -827942.500000 Penalty: 4384.640625
	Iteration 23Q: 3 clusters Score -827942.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -827950.437500 Penalty: 4384.640625
	Iteration 24Q: 3 clusters Score -827950.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -827966.000000 Penalty: 4384.640625
	Iteration 25Q: 3 clusters Score -827966 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -827977.125000 Penalty: 4384.640625
	Iteration 26Q: 3 clusters Score -827977.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -827986.687500 Penalty: 4384.640625
	Iteration 27Q: 3 clusters Score -827986.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -827992.375000 Penalty: 4384.640625
	Iteration 28Q: 3 clusters Score -827992.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -827998.187500 Penalty: 4384.640625
	Iteration 29Q: 3 clusters Score -827998.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -828000.500000 Penalty: 4384.640625
	Iteration 30Q: 3 clusters Score -828000.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -828004.437500 Penalty: 4384.640625
	Iteration 31Q: 3 clusters Score -828004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -828005.437500 Penalty: 4384.640625
	Iteration 32Q: 3 clusters Score -828005.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -828008.250000 Penalty: 4384.640625
	Iteration 33Q: 3 clusters Score -828008.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -828009.562500 Penalty: 4384.640625
	Iteration 34Q: 3 clusters Score -828009.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -828010.000000 Penalty: 4384.640625
	Iteration 35Q: 3 clusters Score -828010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -828010.500000 Penalty: 4384.640625
	Iteration 36Q: 3 clusters Score -828010.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -828013.375000 Penalty: 4384.640625
	Iteration 37Q: 3 clusters Score -828013.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -828015.125000 Penalty: 4384.640625
	Iteration 38Q: 3 clusters Score -828015.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -828015.250000 Penalty: 4384.640625
	Iteration 39Q: 3 clusters Score -828015.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -828019.125000 Penalty: 4384.640625
	Iteration 40F: 3 clusters Score -828019.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -828020.687500 Penalty: 4384.640625
	Iteration 41Q: 3 clusters Score -828020.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -828021.687500 Penalty: 4384.640625
	Iteration 42Q: 3 clusters Score -828021.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -828022.500000 Penalty: 4384.640625
	Iteration 43Q: 3 clusters Score -828022.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -828024.437500 Penalty: 4384.640625
	Iteration 44Q: 3 clusters Score -828024.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -828024.000000 Penalty: 4384.640625
	Iteration 45Q: 3 clusters Score -828024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -828024.562500 Penalty: 4384.640625
	Iteration 46Q: 3 clusters Score -828024.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -828025.000000 Penalty: 4384.640625
	Iteration 47Q: 3 clusters Score -828025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -828025.562500 Penalty: 4384.640625
	Iteration 48Q: 3 clusters Score -828025.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -828025.562500 Penalty: 4384.640625
	Iteration 49F: 3 clusters Score -828025.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Entering Unmasked Estep 
Score: -1231146.125000 Penalty: 2285.179199
	Iteration 0F: 2 clusters Score -1231146 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1223442.625000 Penalty: 4570.358398
	Iteration 0F: 3 clusters Score -1223443 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1225771.250000 Penalty: 4570.358398
	Iteration 1F: 3 clusters Score -1225771 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1226080.000000 Penalty: 4570.358398
	Iteration 2F: 3 clusters Score -1226080 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1226309.250000 Penalty: 4570.358398
	Iteration 3F: 3 clusters Score -1226309 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1226481.750000 Penalty: 4570.358398
	Iteration 4Q: 3 clusters Score -1226482 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1226669.125000 Penalty: 4570.358398
	Iteration 5Q: 3 clusters Score -1226669 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1226932.125000 Penalty: 4570.358398
	Iteration 6Q: 3 clusters Score -1226932 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1227265.625000 Penalty: 4570.358398
	Iteration 7F: 3 clusters Score -1227266 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1227628.000000 Penalty: 4570.358398
	Iteration 8F: 3 clusters Score -1227628 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -1228041.875000 Penalty: 4570.358398
	Iteration 9Q: 3 clusters Score -1228042 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1228450.625000 Penalty: 4570.358398
	Iteration 10Q: 3 clusters Score -1228451 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1228749.375000 Penalty: 4570.358398
	Iteration 11Q: 3 clusters Score -1228749 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1228944.125000 Penalty: 4570.358398
	Iteration 12Q: 3 clusters Score -1228944 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1229065.375000 Penalty: 4570.358398
	Iteration 13Q: 3 clusters Score -1229065 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1229153.250000 Penalty: 4570.358398
	Iteration 14Q: 3 clusters Score -1229153 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1229184.750000 Penalty: 4570.358398
	Iteration 15Q: 3 clusters Score -1229185 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1229215.500000 Penalty: 4570.358398
	Iteration 16Q: 3 clusters Score -1229216 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1229232.375000 Penalty: 4570.358398
	Iteration 17Q: 3 clusters Score -1229232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1229255.750000 Penalty: 4570.358398
	Iteration 18Q: 3 clusters Score -1229256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1229266.875000 Penalty: 4570.358398
	Iteration 19Q: 3 clusters Score -1229267 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1229278.875000 Penalty: 4570.358398
	Iteration 20F: 3 clusters Score -1229279 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1229291.500000 Penalty: 4570.358398
	Iteration 21Q: 3 clusters Score -1229292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1229307.375000 Penalty: 4570.358398
	Iteration 22Q: 3 clusters Score -1229307 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1229317.625000 Penalty: 4570.358398
	Iteration 23Q: 3 clusters Score -1229318 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1229324.000000 Penalty: 4570.358398
	Iteration 24Q: 3 clusters Score -1229324 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1229334.000000 Penalty: 4570.358398
	Iteration 25Q: 3 clusters Score -1229334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -1229340.125000 Penalty: 4570.358398
	Iteration 26Q: 3 clusters Score -1229340 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -1229353.500000 Penalty: 4570.358398
	Iteration 27Q: 3 clusters Score -1229354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1229365.000000 Penalty: 4570.358398
	Iteration 28Q: 3 clusters Score -1229365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1229374.375000 Penalty: 4570.358398
	Iteration 29Q: 3 clusters Score -1229374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1229378.125000 Penalty: 4570.358398
	Iteration 30Q: 3 clusters Score -1229378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1229384.750000 Penalty: 4570.358398
	Iteration 31Q: 3 clusters Score -1229385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8143 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1229387.375000 Penalty: 4570.358398
	Iteration 32Q: 3 clusters Score -1229387 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1229393.500000 Penalty: 4570.358398
	Iteration 33Q: 3 clusters Score -1229394 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1229396.875000 Penalty: 4570.358398
	Iteration 34Q: 3 clusters Score -1229397 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1229400.500000 Penalty: 4570.358398
	Iteration 35Q: 3 clusters Score -1229400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1229406.375000 Penalty: 4570.358398
	Iteration 36Q: 3 clusters Score -1229406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1229411.375000 Penalty: 4570.358398
	Iteration 37Q: 3 clusters Score -1229411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1229414.500000 Penalty: 4570.358398
	Iteration 38Q: 3 clusters Score -1229414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1229415.000000 Penalty: 4570.358398
	Iteration 39Q: 3 clusters Score -1229415 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1229419.000000 Penalty: 4570.358398
	Iteration 40F: 3 clusters Score -1229419 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1229420.125000 Penalty: 4570.358398
	Iteration 41Q: 3 clusters Score -1229420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1229423.250000 Penalty: 4570.358398
	Iteration 42Q: 3 clusters Score -1229423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1229421.625000 Penalty: 4570.358398
	Iteration 43Q: 3 clusters Score -1229422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1229422.875000 Penalty: 4570.358398
	Iteration 44Q: 3 clusters Score -1229423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1229422.000000 Penalty: 4570.358398
	Iteration 45Q: 3 clusters Score -1229422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1229424.500000 Penalty: 4570.358398
	Iteration 46Q: 3 clusters Score -1229424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1229424.500000 Penalty: 4570.358398
	Iteration 47F: 3 clusters Score -1229424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 243315 members 
Mstep: Class 3 contains 25891 members 
Mstep: Class 4 contains 31414 members 
Mstep: Class 5 contains 48922 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 178908 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 121971 members 
Mstep: Class 14 contains 5633 members 
Mstep: Class 19 contains 6905 members 
Mstep: Class 20 contains 10041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088472.000000 Penalty: 43318.621094
Iteration 199Q: 14 clusters Score -8.108847e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 242833 members 
Mstep: Class 3 contains 25868 members 
Mstep: Class 4 contains 31416 members 
Mstep: Class 5 contains 48885 members 
Mstep: Class 6 contains 3822 members 
Mstep: Class 7 contains 178680 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 122736 members 
Mstep: Class 14 contains 5631 members 
Mstep: Class 19 contains 6899 members 
Mstep: Class 20 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088416.000000 Penalty: 43318.621094
Iteration 200F: 14 clusters Score -8.108842e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 242305 members 
Mstep: Class 3 contains 25853 members 
Mstep: Class 4 contains 31419 members 
Mstep: Class 5 contains 48857 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 178451 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 123521 members 
Mstep: Class 14 contains 5629 members 
Mstep: Class 19 contains 6893 members 
Mstep: Class 20 contains 10079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088456.000000 Penalty: 43318.621094
Iteration 201Q: 14 clusters Score -8.108846e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 241768 members 
Mstep: Class 3 contains 25844 members 
Mstep: Class 4 contains 31419 members 
Mstep: Class 5 contains 48814 members 
Mstep: Class 6 contains 3824 members 
Mstep: Class 7 contains 178242 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 124326 members 
Mstep: Class 14 contains 5618 members 
Mstep: Class 19 contains 6882 members 
Mstep: Class 20 contains 10100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088368.000000 Penalty: 43318.621094
Iteration 202Q: 14 clusters Score -8.108837e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 241222 members 
Mstep: Class 3 contains 25830 members 
Mstep: Class 4 contains 31425 members 
Mstep: Class 5 contains 48768 members 
Mstep: Class 6 contains 3827 members 
Mstep: Class 7 contains 178007 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 125141 members 
Mstep: Class 14 contains 5606 members 
Mstep: Class 19 contains 6875 members 
Mstep: Class 20 contains 10132 members 
Entering Unmasked Estep 
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Iteration 203Q: 14 clusters Score -8.108847e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 240678 members 
Mstep: Class 3 contains 25814 members 
Mstep: Class 4 contains 31423 members 
Mstep: Class 5 contains 48718 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 177759 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 126003 members 
Mstep: Class 14 contains 5585 members 
Mstep: Class 19 contains 6862 members 
Mstep: Class 20 contains 10160 members 
Entering Unmasked Estep 
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Iteration 204Q: 14 clusters Score -8.108834e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 240125 members 
Mstep: Class 3 contains 25792 members 
Mstep: Class 4 contains 31422 members 
Mstep: Class 5 contains 48661 members 
Mstep: Class 6 contains 3838 members 
Mstep: Class 7 contains 177502 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 404 members 
Mstep: Class 13 contains 126884 members 
Mstep: Class 14 contains 5568 members 
Mstep: Class 19 contains 6851 members 
Mstep: Class 20 contains 10187 members 
Entering Unmasked Estep 
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Iteration 205Q: 14 clusters Score -8.108821e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 239531 members 
Mstep: Class 3 contains 25765 members 
Mstep: Class 4 contains 31429 members 
Mstep: Class 5 contains 48594 members 
Mstep: Class 6 contains 3837 members 
Mstep: Class 7 contains 177228 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 127849 members 
Mstep: Class 14 contains 5559 members 
Mstep: Class 19 contains 6836 members 
Mstep: Class 20 contains 10204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088304.000000 Penalty: 43318.621094
Iteration 206Q: 14 clusters Score -8.10883e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 238960 members 
Mstep: Class 3 contains 25733 members 
Mstep: Class 4 contains 31423 members 
Mstep: Class 5 contains 48519 members 
Mstep: Class 6 contains 3836 members 
Mstep: Class 7 contains 176956 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 128810 members 
Mstep: Class 14 contains 5552 members 
Mstep: Class 19 contains 6828 members 
Mstep: Class 20 contains 10218 members 
Entering Unmasked Estep 
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Iteration 207Q: 14 clusters Score -8.10883e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 238332 members 
Mstep: Class 3 contains 25710 members 
Mstep: Class 4 contains 31422 members 
Mstep: Class 5 contains 48445 members 
Mstep: Class 6 contains 3834 members 
Mstep: Class 7 contains 176601 members 
Mstep: Class 11 contains 4589 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 129890 members 
Mstep: Class 14 contains 5542 members 
Mstep: Class 19 contains 6830 members 
Mstep: Class 20 contains 10228 members 
Entering Unmasked Estep 
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Score: -81088224.000000 Penalty: 43318.621094
Iteration 208Q: 14 clusters Score -8.108822e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 237661 members 
Mstep: Class 3 contains 25684 members 
Mstep: Class 4 contains 31423 members 
Mstep: Class 5 contains 48376 members 
Mstep: Class 6 contains 3854 members 
Mstep: Class 7 contains 176237 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 131012 members 
Mstep: Class 14 contains 5534 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 10238 members 
Entering Unmasked Estep 
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Iteration 209Q: 14 clusters Score -8.10883e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 236986 members 
Mstep: Class 3 contains 25648 members 
Mstep: Class 4 contains 31434 members 
Mstep: Class 5 contains 48300 members 
Mstep: Class 6 contains 3860 members 
Mstep: Class 7 contains 175874 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 132161 members 
Mstep: Class 14 contains 5520 members 
Mstep: Class 19 contains 6802 members 
Mstep: Class 20 contains 10250 members 
Entering Unmasked Estep 
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Iteration 210Q: 14 clusters Score -8.108827e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 236200 members 
Mstep: Class 3 contains 25624 members 
Mstep: Class 4 contains 31436 members 
Mstep: Class 5 contains 48249 members 
Mstep: Class 6 contains 3859 members 
Mstep: Class 7 contains 175450 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 133467 members 
Mstep: Class 14 contains 5503 members 
Mstep: Class 19 contains 6792 members 
Mstep: Class 20 contains 10258 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 14 clusters Score -8.108843e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 235442 members 
Mstep: Class 3 contains 25608 members 
Mstep: Class 4 contains 31426 members 
Mstep: Class 5 contains 48173 members 
Mstep: Class 6 contains 3852 members 
Mstep: Class 7 contains 175006 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 134762 members 
Mstep: Class 14 contains 5508 members 
Mstep: Class 19 contains 6789 members 
Mstep: Class 20 contains 10269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088528.000000 Penalty: 43318.621094
Iteration 212Q: 14 clusters Score -8.108853e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 234622 members 
Mstep: Class 3 contains 25590 members 
Mstep: Class 4 contains 31437 members 
Mstep: Class 5 contains 48102 members 
Mstep: Class 6 contains 3843 members 
Mstep: Class 7 contains 174524 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 136152 members 
Mstep: Class 14 contains 5497 members 
Mstep: Class 19 contains 6783 members 
Mstep: Class 20 contains 10284 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 14 clusters Score -8.108871e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 233774 members 
Mstep: Class 3 contains 25562 members 
Mstep: Class 4 contains 31450 members 
Mstep: Class 5 contains 48002 members 
Mstep: Class 6 contains 3831 members 
Mstep: Class 7 contains 174000 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 137668 members 
Mstep: Class 14 contains 5468 members 
Mstep: Class 19 contains 6772 members 
Mstep: Class 20 contains 10306 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088816.000000 Penalty: 43318.621094
Iteration 214Q: 14 clusters Score -8.108882e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 232881 members 
Mstep: Class 3 contains 25536 members 
Mstep: Class 4 contains 31451 members 
Mstep: Class 5 contains 47871 members 
Mstep: Class 6 contains 3825 members 
Mstep: Class 7 contains 173484 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 139234 members 
Mstep: Class 14 contains 5458 members 
Mstep: Class 19 contains 6756 members 
Mstep: Class 20 contains 10334 members 
Entering Unmasked Estep 
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Iteration 215Q: 14 clusters Score -8.108878e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 231863 members 
Mstep: Class 3 contains 25512 members 
Mstep: Class 4 contains 31460 members 
Mstep: Class 5 contains 47695 members 
Mstep: Class 6 contains 3817 members 
Mstep: Class 7 contains 172917 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 141007 members 
Mstep: Class 14 contains 5451 members 
Mstep: Class 19 contains 6743 members 
Mstep: Class 20 contains 10361 members 
Entering Unmasked Estep 
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Iteration 216Q: 14 clusters Score -8.108886e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 230785 members 
Mstep: Class 3 contains 25497 members 
Mstep: Class 4 contains 31457 members 
Mstep: Class 5 contains 47516 members 
Mstep: Class 6 contains 3802 members 
Mstep: Class 7 contains 172277 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 142932 members 
Mstep: Class 14 contains 5441 members 
Mstep: Class 19 contains 6735 members 
Mstep: Class 20 contains 10387 members 
Entering Unmasked Estep 
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Iteration 217Q: 14 clusters Score -8.108918e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 229471 members 
Mstep: Class 3 contains 25480 members 
Mstep: Class 4 contains 31469 members 
Mstep: Class 5 contains 47336 members 
Mstep: Class 6 contains 3796 members 
Mstep: Class 7 contains 171560 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 145128 members 
Mstep: Class 14 contains 5423 members 
Mstep: Class 19 contains 6730 members 
Mstep: Class 20 contains 10439 members 
Entering Unmasked Estep 
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Score: -81089272.000000 Penalty: 43318.621094
Iteration 218Q: 14 clusters Score -8.108927e+07 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 227979 members 
Mstep: Class 3 contains 25446 members 
Mstep: Class 4 contains 31484 members 
Mstep: Class 5 contains 47149 members 
Mstep: Class 6 contains 3791 members 
Mstep: Class 7 contains 170788 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 147561 members 
Mstep: Class 14 contains 5410 members 
Mstep: Class 19 contains 6720 members 
Mstep: Class 20 contains 10511 members 
Entering Unmasked Estep 
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Iteration 219Q: 14 clusters Score -8.108954e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 226273 members 
Mstep: Class 3 contains 25425 members 
Mstep: Class 4 contains 31491 members 
Mstep: Class 5 contains 46953 members 
Mstep: Class 6 contains 3794 members 
Mstep: Class 7 contains 169868 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 150335 members 
Mstep: Class 14 contains 5387 members 
Mstep: Class 19 contains 6717 members 
Mstep: Class 20 contains 10603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81089736.000000 Penalty: 43318.621094
Iteration 220F: 14 clusters Score -8.108974e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 224086 members 
Mstep: Class 3 contains 25399 members 
Mstep: Class 4 contains 31499 members 
Mstep: Class 5 contains 46727 members 
Mstep: Class 6 contains 3788 members 
Mstep: Class 7 contains 168840 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 153701 members 
Mstep: Class 14 contains 5356 members 
Mstep: Class 19 contains 6719 members 
Mstep: Class 20 contains 10730 members 
Entering Unmasked Estep 
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Iteration 221Q: 14 clusters Score -8.109007e+07 nChanged 5281
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 221571 members 
Mstep: Class 3 contains 25368 members 
Mstep: Class 4 contains 31495 members 
Mstep: Class 5 contains 46535 members 
Mstep: Class 6 contains 3771 members 
Mstep: Class 7 contains 167607 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 403 members 
Mstep: Class 13 contains 157569 members 
Mstep: Class 14 contains 5335 members 
Mstep: Class 19 contains 6729 members 
Mstep: Class 20 contains 10861 members 
Entering Unmasked Estep 
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Iteration 222Q: 14 clusters Score -8.109026e+07 nChanged 6213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 218735 members 
Mstep: Class 3 contains 25352 members 
Mstep: Class 4 contains 31481 members 
Mstep: Class 5 contains 46357 members 
Mstep: Class 6 contains 3776 members 
Mstep: Class 7 contains 166288 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 161742 members 
Mstep: Class 14 contains 5299 members 
Mstep: Class 19 contains 6744 members 
Mstep: Class 20 contains 11061 members 
Entering Unmasked Estep 
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Iteration 223Q: 14 clusters Score -8.109002e+07 nChanged 7286
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 215574 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 31457 members 
Mstep: Class 5 contains 46168 members 
Mstep: Class 6 contains 3785 members 
Mstep: Class 7 contains 164810 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 166356 members 
Mstep: Class 14 contains 5262 members 
Mstep: Class 19 contains 6773 members 
Mstep: Class 20 contains 11283 members 
Entering Unmasked Estep 
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Iteration 224Q: 14 clusters Score -8.109049e+07 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 212379 members 
Mstep: Class 3 contains 25414 members 
Mstep: Class 4 contains 31427 members 
Mstep: Class 5 contains 46008 members 
Mstep: Class 6 contains 3792 members 
Mstep: Class 7 contains 163390 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 170867 members 
Mstep: Class 14 contains 5199 members 
Mstep: Class 19 contains 6817 members 
Mstep: Class 20 contains 11544 members 
Entering Unmasked Estep 
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Iteration 225Q: 14 clusters Score -8.109118e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 209283 members 
Mstep: Class 3 contains 25479 members 
Mstep: Class 4 contains 31397 members 
Mstep: Class 5 contains 45878 members 
Mstep: Class 6 contains 3782 members 
Mstep: Class 7 contains 162174 members 
Mstep: Class 11 contains 4580 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 175052 members 
Mstep: Class 14 contains 5143 members 
Mstep: Class 19 contains 6862 members 
Mstep: Class 20 contains 11788 members 
Entering Unmasked Estep 
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Iteration 226Q: 14 clusters Score -8.109144e+07 nChanged 7697
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 206446 members 
Mstep: Class 3 contains 25579 members 
Mstep: Class 4 contains 31375 members 
Mstep: Class 5 contains 45798 members 
Mstep: Class 6 contains 3763 members 
Mstep: Class 7 contains 161224 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 178595 members 
Mstep: Class 14 contains 5070 members 
Mstep: Class 19 contains 6916 members 
Mstep: Class 20 contains 12070 members 
Entering Unmasked Estep 
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Iteration 227Q: 14 clusters Score -8.109186e+07 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 203813 members 
Mstep: Class 3 contains 25681 members 
Mstep: Class 4 contains 31370 members 
Mstep: Class 5 contains 45723 members 
Mstep: Class 6 contains 3749 members 
Mstep: Class 7 contains 160615 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 181521 members 
Mstep: Class 14 contains 5008 members 
Mstep: Class 19 contains 6987 members 
Mstep: Class 20 contains 12373 members 
Entering Unmasked Estep 
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Iteration 228Q: 14 clusters Score -8.109253e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 201323 members 
Mstep: Class 3 contains 25827 members 
Mstep: Class 4 contains 31361 members 
Mstep: Class 5 contains 45668 members 
Mstep: Class 6 contains 3726 members 
Mstep: Class 7 contains 160245 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 184039 members 
Mstep: Class 14 contains 4937 members 
Mstep: Class 19 contains 7053 members 
Mstep: Class 20 contains 12656 members 
Entering Unmasked Estep 
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Iteration 229Q: 14 clusters Score -8.109286e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 199235 members 
Mstep: Class 3 contains 25968 members 
Mstep: Class 4 contains 31364 members 
Mstep: Class 5 contains 45666 members 
Mstep: Class 6 contains 3700 members 
Mstep: Class 7 contains 160120 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 185870 members 
Mstep: Class 14 contains 4856 members 
Mstep: Class 19 contains 7125 members 
Mstep: Class 20 contains 12929 members 
Entering Unmasked Estep 
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Iteration 230Q: 14 clusters Score -8.109268e+07 nChanged 6538
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 197464 members 
Mstep: Class 3 contains 26139 members 
Mstep: Class 4 contains 31355 members 
Mstep: Class 5 contains 45660 members 
Mstep: Class 6 contains 3678 members 
Mstep: Class 7 contains 160275 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 187060 members 
Mstep: Class 14 contains 4798 members 
Mstep: Class 19 contains 7222 members 
Mstep: Class 20 contains 13179 members 
Entering Unmasked Estep 
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Iteration 231Q: 14 clusters Score -8.109262e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 196066 members 
Mstep: Class 3 contains 26306 members 
Mstep: Class 4 contains 31346 members 
Mstep: Class 5 contains 45645 members 
Mstep: Class 6 contains 3655 members 
Mstep: Class 7 contains 160743 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 187660 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 19 contains 7322 members 
Mstep: Class 20 contains 13376 members 
Entering Unmasked Estep 
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Iteration 232Q: 14 clusters Score -8.109314e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 194999 members 
Mstep: Class 3 contains 26494 members 
Mstep: Class 4 contains 31328 members 
Mstep: Class 5 contains 45635 members 
Mstep: Class 6 contains 3649 members 
Mstep: Class 7 contains 161359 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 187747 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 19 contains 7435 members 
Mstep: Class 20 contains 13556 members 
Entering Unmasked Estep 
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Iteration 233Q: 14 clusters Score -8.109342e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 194120 members 
Mstep: Class 3 contains 26676 members 
Mstep: Class 4 contains 31317 members 
Mstep: Class 5 contains 45646 members 
Mstep: Class 6 contains 3645 members 
Mstep: Class 7 contains 162116 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 187507 members 
Mstep: Class 14 contains 4552 members 
Mstep: Class 19 contains 7553 members 
Mstep: Class 20 contains 13699 members 
Entering Unmasked Estep 
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Iteration 234Q: 14 clusters Score -8.109374e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 193478 members 
Mstep: Class 3 contains 26833 members 
Mstep: Class 4 contains 31320 members 
Mstep: Class 5 contains 45669 members 
Mstep: Class 6 contains 3648 members 
Mstep: Class 7 contains 162992 members 
Mstep: Class 11 contains 4565 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 186932 members 
Mstep: Class 14 contains 4495 members 
Mstep: Class 19 contains 7666 members 
Mstep: Class 20 contains 13797 members 
Entering Unmasked Estep 
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Iteration 235Q: 14 clusters Score -8.109418e+07 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 192992 members 
Mstep: Class 3 contains 26983 members 
Mstep: Class 4 contains 31313 members 
Mstep: Class 5 contains 45690 members 
Mstep: Class 6 contains 3638 members 
Mstep: Class 7 contains 164038 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 186069 members 
Mstep: Class 14 contains 4440 members 
Mstep: Class 19 contains 7770 members 
Mstep: Class 20 contains 13896 members 
Entering Unmasked Estep 
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Iteration 236Q: 14 clusters Score -8.109433e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 192731 members 
Mstep: Class 3 contains 27144 members 
Mstep: Class 4 contains 31294 members 
Mstep: Class 5 contains 45703 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 165058 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 185053 members 
Mstep: Class 14 contains 4378 members 
Mstep: Class 19 contains 7895 members 
Mstep: Class 20 contains 13940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094288.000000 Penalty: 43318.621094
Iteration 237Q: 14 clusters Score -8.109429e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 192536 members 
Mstep: Class 3 contains 27327 members 
Mstep: Class 4 contains 31291 members 
Mstep: Class 5 contains 45696 members 
Mstep: Class 6 contains 3637 members 
Mstep: Class 7 contains 166020 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 184013 members 
Mstep: Class 14 contains 4324 members 
Mstep: Class 19 contains 8005 members 
Mstep: Class 20 contains 13987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094568.000000 Penalty: 43318.621094
Iteration 238Q: 14 clusters Score -8.109457e+07 nChanged 3022
Entering ConstructFrom: 
Score: -81094568.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -290659.875000 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -290659.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -287633.156250 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -287633.2 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -288256.156250 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -288256.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -288419.187500 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -288419.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -288506.906250 Penalty: 3898.651855
	Iteration 3Q: 3 clusters Score -288506.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -288588.718750 Penalty: 3898.651855
	Iteration 4Q: 3 clusters Score -288588.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -288639.250000 Penalty: 3898.651855
	Iteration 5Q: 3 clusters Score -288639.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -288681.031250 Penalty: 3898.651855
	Iteration 6Q: 3 clusters Score -288681 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288731.437500 Penalty: 3898.651855
	Iteration 7Q: 3 clusters Score -288731.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -288774.968750 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -288775 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -288821.406250 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -288821.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -288860.031250 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -288860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -288883.593750 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -288883.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -288900.531250 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -288900.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -288915.750000 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -288915.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -288923.937500 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -288923.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -288930.531250 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -288930.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -288933.468750 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -288933.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -288935.281250 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -288935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -288936.968750 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -288937 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -288940.406250 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -288940.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -288944.937500 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -288944.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -288947.468750 Penalty: 3898.651855
	Iteration 21Q: 3 clusters Score -288947.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288952.343750 Penalty: 3898.651855
	Iteration 22Q: 3 clusters Score -288952.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -288958.625000 Penalty: 3898.651855
	Iteration 23Q: 3 clusters Score -288958.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -288963.687500 Penalty: 3898.651855
	Iteration 24Q: 3 clusters Score -288963.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -288967.500000 Penalty: 3898.651855
	Iteration 25Q: 3 clusters Score -288967.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -288969.968750 Penalty: 3898.651855
	Iteration 26Q: 3 clusters Score -288970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -288972.531250 Penalty: 3898.651855
	Iteration 27Q: 3 clusters Score -288972.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -288974.343750 Penalty: 3898.651855
	Iteration 28Q: 3 clusters Score -288974.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -288975.500000 Penalty: 3898.651855
	Iteration 29Q: 3 clusters Score -288975.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -288975.500000 Penalty: 3898.651855
	Iteration 30F: 3 clusters Score -288975.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (192461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192461 members 
Entering Unmasked Estep 
Score: -23111790.000000 Penalty: 3017.576904
	Iteration 0F: 2 clusters Score -2.311179e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96097 members 
Mstep: Class 2 contains 96364 members 
Entering Unmasked Estep 
Score: -22984670.000000 Penalty: 6035.153809
	Iteration 0F: 3 clusters Score -2.298467e+07 nChanged 92272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92921 members 
Mstep: Class 2 contains 99540 members 
Entering Unmasked Estep 
Score: -23038168.000000 Penalty: 6035.153809
	Iteration 1F: 3 clusters Score -2.303817e+07 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 101621 members 
Entering Unmasked Estep 
Score: -23039172.000000 Penalty: 6035.153809
	Iteration 2Q: 3 clusters Score -2.303917e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87695 members 
Mstep: Class 2 contains 104766 members 
Entering Unmasked Estep 
Score: -23040660.000000 Penalty: 6035.153809
	Iteration 3Q: 3 clusters Score -2.304066e+07 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82952 members 
Mstep: Class 2 contains 109509 members 
Entering Unmasked Estep 
Score: -23042928.000000 Penalty: 6035.153809
	Iteration 4Q: 3 clusters Score -2.304293e+07 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75883 members 
Mstep: Class 2 contains 116578 members 
Entering Unmasked Estep 
Score: -23046718.000000 Penalty: 6035.153809
	Iteration 5Q: 3 clusters Score -2.304672e+07 nChanged 11054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 126314 members 
Entering Unmasked Estep 
Score: -23053354.000000 Penalty: 6035.153809
	Iteration 6F: 3 clusters Score -2.305335e+07 nChanged 13645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 138825 members 
Entering Unmasked Estep 
Score: -23063600.000000 Penalty: 6035.153809
	Iteration 7F: 3 clusters Score -2.30636e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40006 members 
Mstep: Class 2 contains 152455 members 
Entering Unmasked Estep 
Score: -23076484.000000 Penalty: 6035.153809
	Iteration 8F: 3 clusters Score -2.307648e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28546 members 
Mstep: Class 2 contains 163915 members 
Entering Unmasked Estep 
Score: -23088244.000000 Penalty: 6035.153809
	Iteration 9F: 3 clusters Score -2.308824e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 171131 members 
Entering Unmasked Estep 
Score: -23096536.000000 Penalty: 6035.153809
	Iteration 10Q: 3 clusters Score -2.309654e+07 nChanged 5054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 174915 members 
Entering Unmasked Estep 
Score: -23101686.000000 Penalty: 6035.153809
	Iteration 11Q: 3 clusters Score -2.310169e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 176853 members 
Entering Unmasked Estep 
Score: -23104266.000000 Penalty: 6035.153809
	Iteration 12Q: 3 clusters Score -2.310427e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 178047 members 
Entering Unmasked Estep 
Score: -23105754.000000 Penalty: 6035.153809
	Iteration 13Q: 3 clusters Score -2.310575e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 178977 members 
Entering Unmasked Estep 
Score: -23106600.000000 Penalty: 6035.153809
	Iteration 14Q: 3 clusters Score -2.31066e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 179682 members 
Entering Unmasked Estep 
Score: -23107136.000000 Penalty: 6035.153809
	Iteration 15Q: 3 clusters Score -2.310714e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 180198 members 
Entering Unmasked Estep 
Score: -23107578.000000 Penalty: 6035.153809
	Iteration 16Q: 3 clusters Score -2.310758e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 180661 members 
Entering Unmasked Estep 
Score: -23107862.000000 Penalty: 6035.153809
	Iteration 17Q: 3 clusters Score -2.310786e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 181052 members 
Entering Unmasked Estep 
Score: -23108086.000000 Penalty: 6035.153809
	Iteration 18Q: 3 clusters Score -2.310809e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 181373 members 
Entering Unmasked Estep 
Score: -23108304.000000 Penalty: 6035.153809
	Iteration 19Q: 3 clusters Score -2.31083e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 181646 members 
Entering Unmasked Estep 
Score: -23108460.000000 Penalty: 6035.153809
	Iteration 20F: 3 clusters Score -2.310846e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 181884 members 
Entering Unmasked Estep 
Score: -23108576.000000 Penalty: 6035.153809
	Iteration 21Q: 3 clusters Score -2.310858e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 182072 members 
Entering Unmasked Estep 
Score: -23108702.000000 Penalty: 6035.153809
	Iteration 22Q: 3 clusters Score -2.31087e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 182253 members 
Entering Unmasked Estep 
Score: -23108816.000000 Penalty: 6035.153809
	Iteration 23Q: 3 clusters Score -2.310882e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 182413 members 
Entering Unmasked Estep 
Score: -23108846.000000 Penalty: 6035.153809
	Iteration 24Q: 3 clusters Score -2.310885e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 182559 members 
Entering Unmasked Estep 
Score: -23108876.000000 Penalty: 6035.153809
	Iteration 25Q: 3 clusters Score -2.310888e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 182692 members 
Entering Unmasked Estep 
Score: -23108890.000000 Penalty: 6035.153809
	Iteration 26Q: 3 clusters Score -2.310889e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 182798 members 
Entering Unmasked Estep 
Score: -23108928.000000 Penalty: 6035.153809
	Iteration 27Q: 3 clusters Score -2.310893e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 182905 members 
Entering Unmasked Estep 
Score: -23108986.000000 Penalty: 6035.153809
	Iteration 28Q: 3 clusters Score -2.310899e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9458 members 
Mstep: Class 2 contains 183003 members 
Entering Unmasked Estep 
Score: -23109008.000000 Penalty: 6035.153809
	Iteration 29Q: 3 clusters Score -2.310901e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 183100 members 
Entering Unmasked Estep 
Score: -23108996.000000 Penalty: 6035.153809
	Iteration 30Q: 3 clusters Score -2.3109e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 183193 members 
Entering Unmasked Estep 
Score: -23109000.000000 Penalty: 6035.153809
	Iteration 31Q: 3 clusters Score -2.3109e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 183259 members 
Entering Unmasked Estep 
Score: -23109004.000000 Penalty: 6035.153809
	Iteration 32Q: 3 clusters Score -2.3109e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 183309 members 
Entering Unmasked Estep 
Score: -23109044.000000 Penalty: 6035.153809
	Iteration 33Q: 3 clusters Score -2.310904e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 183343 members 
Entering Unmasked Estep 
Score: -23109016.000000 Penalty: 6035.153809
	Iteration 34Q: 3 clusters Score -2.310902e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 183376 members 
Entering Unmasked Estep 
Score: -23109018.000000 Penalty: 6035.153809
	Iteration 35Q: 3 clusters Score -2.310902e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 183405 members 
Entering Unmasked Estep 
Score: -23108998.000000 Penalty: 6035.153809
	Iteration 36Q: 3 clusters Score -2.3109e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 183437 members 
Entering Unmasked Estep 
Score: -23109008.000000 Penalty: 6035.153809
	Iteration 37Q: 3 clusters Score -2.310901e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 183483 members 
Entering Unmasked Estep 
Score: -23109016.000000 Penalty: 6035.153809
	Iteration 38Q: 3 clusters Score -2.310902e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 183518 members 
Entering Unmasked Estep 
Score: -23109008.000000 Penalty: 6035.153809
	Iteration 39Q: 3 clusters Score -2.310901e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 183552 members 
Entering Unmasked Estep 
Score: -23109012.000000 Penalty: 6035.153809
	Iteration 40F: 3 clusters Score -2.310901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 183583 members 
Entering Unmasked Estep 
Score: -23109006.000000 Penalty: 6035.153809
	Iteration 41Q: 3 clusters Score -2.310901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 183616 members 
Entering Unmasked Estep 
Score: -23109018.000000 Penalty: 6035.153809
	Iteration 42Q: 3 clusters Score -2.310902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 183655 members 
Entering Unmasked Estep 
Score: -23109022.000000 Penalty: 6035.153809
	Iteration 43Q: 3 clusters Score -2.310902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 183685 members 
Entering Unmasked Estep 
Score: -23109020.000000 Penalty: 6035.153809
	Iteration 44Q: 3 clusters Score -2.310902e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 183717 members 
Entering Unmasked Estep 
Score: -23109032.000000 Penalty: 6035.153809
	Iteration 45Q: 3 clusters Score -2.310903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 183750 members 
Entering Unmasked Estep 
Score: -23109038.000000 Penalty: 6035.153809
	Iteration 46Q: 3 clusters Score -2.310904e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 183787 members 
Entering Unmasked Estep 
Score: -23109040.000000 Penalty: 6035.153809
	Iteration 47Q: 3 clusters Score -2.310904e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 183832 members 
Entering Unmasked Estep 
Score: -23109036.000000 Penalty: 6035.153809
	Iteration 48Q: 3 clusters Score -2.310904e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 183874 members 
Entering Unmasked Estep 
Score: -23109044.000000 Penalty: 6035.153809
	Iteration 49Q: 3 clusters Score -2.310904e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 183909 members 
Entering Unmasked Estep 
Score: -23109034.000000 Penalty: 6035.153809
	Iteration 50Q: 3 clusters Score -2.310903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 183946 members 
Entering Unmasked Estep 
Score: -23109056.000000 Penalty: 6035.153809
	Iteration 51Q: 3 clusters Score -2.310906e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 183994 members 
Entering Unmasked Estep 
Score: -23109032.000000 Penalty: 6035.153809
	Iteration 52Q: 3 clusters Score -2.310903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 184035 members 
Entering Unmasked Estep 
Score: -23109042.000000 Penalty: 6035.153809
	Iteration 53Q: 3 clusters Score -2.310904e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 184073 members 
Entering Unmasked Estep 
Score: -23109052.000000 Penalty: 6035.153809
	Iteration 54Q: 3 clusters Score -2.310905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 184112 members 
Entering Unmasked Estep 
Score: -23109024.000000 Penalty: 6035.153809
	Iteration 55Q: 3 clusters Score -2.310902e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 184149 members 
Entering Unmasked Estep 
Score: -23109032.000000 Penalty: 6035.153809
	Iteration 56Q: 3 clusters Score -2.310903e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 184184 members 
Entering Unmasked Estep 
Score: -23109044.000000 Penalty: 6035.153809
	Iteration 57Q: 3 clusters Score -2.310904e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 184225 members 
Entering Unmasked Estep 
Score: -23109020.000000 Penalty: 6035.153809
	Iteration 58Q: 3 clusters Score -2.310902e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 184263 members 
Entering Unmasked Estep 
Score: -23109024.000000 Penalty: 6035.153809
	Iteration 59Q: 3 clusters Score -2.310902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 184304 members 
Entering Unmasked Estep 
Score: -23109034.000000 Penalty: 6035.153809
	Iteration 60F: 3 clusters Score -2.310903e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 184342 members 
Entering Unmasked Estep 
Score: -23109010.000000 Penalty: 6035.153809
	Iteration 61Q: 3 clusters Score -2.310901e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 184381 members 
Entering Unmasked Estep 
Score: -23108978.000000 Penalty: 6035.153809
	Iteration 62Q: 3 clusters Score -2.310898e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 184431 members 
Entering Unmasked Estep 
Score: -23108972.000000 Penalty: 6035.153809
	Iteration 63Q: 3 clusters Score -2.310897e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 184475 members 
Entering Unmasked Estep 
Score: -23108970.000000 Penalty: 6035.153809
	Iteration 64Q: 3 clusters Score -2.310897e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 184517 members 
Entering Unmasked Estep 
Score: -23108966.000000 Penalty: 6035.153809
	Iteration 65Q: 3 clusters Score -2.310897e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 184561 members 
Entering Unmasked Estep 
Score: -23108942.000000 Penalty: 6035.153809
	Iteration 66Q: 3 clusters Score -2.310894e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 184607 members 
Entering Unmasked Estep 
Score: -23108908.000000 Penalty: 6035.153809
	Iteration 67Q: 3 clusters Score -2.310891e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 184652 members 
Entering Unmasked Estep 
Score: -23108916.000000 Penalty: 6035.153809
	Iteration 68Q: 3 clusters Score -2.310892e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 184701 members 
Entering Unmasked Estep 
Score: -23108924.000000 Penalty: 6035.153809
	Iteration 69Q: 3 clusters Score -2.310892e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 184747 members 
Entering Unmasked Estep 
Score: -23108910.000000 Penalty: 6035.153809
	Iteration 70Q: 3 clusters Score -2.310891e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 184785 members 
Entering Unmasked Estep 
Score: -23108932.000000 Penalty: 6035.153809
	Iteration 71Q: 3 clusters Score -2.310893e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7640 members 
Mstep: Class 2 contains 184821 members 
Entering Unmasked Estep 
Score: -23108940.000000 Penalty: 6035.153809
	Iteration 72Q: 3 clusters Score -2.310894e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 184848 members 
Entering Unmasked Estep 
Score: -23108936.000000 Penalty: 6035.153809
	Iteration 73Q: 3 clusters Score -2.310894e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 184876 members 
Entering Unmasked Estep 
Score: -23108958.000000 Penalty: 6035.153809
	Iteration 74Q: 3 clusters Score -2.310896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 184906 members 
Entering Unmasked Estep 
Score: -23108966.000000 Penalty: 6035.153809
	Iteration 75Q: 3 clusters Score -2.310897e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 184941 members 
Entering Unmasked Estep 
Score: -23108982.000000 Penalty: 6035.153809
	Iteration 76Q: 3 clusters Score -2.310898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 184969 members 
Entering Unmasked Estep 
Score: -23108962.000000 Penalty: 6035.153809
	Iteration 77Q: 3 clusters Score -2.310896e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 185001 members 
Entering Unmasked Estep 
Score: -23108964.000000 Penalty: 6035.153809
	Iteration 78Q: 3 clusters Score -2.310896e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 185029 members 
Entering Unmasked Estep 
Score: -23108952.000000 Penalty: 6035.153809
	Iteration 79Q: 3 clusters Score -2.310895e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 185053 members 
Entering Unmasked Estep 
Score: -23108944.000000 Penalty: 6035.153809
	Iteration 80F: 3 clusters Score -2.310894e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 185078 members 
Entering Unmasked Estep 
Score: -23108936.000000 Penalty: 6035.153809
	Iteration 81Q: 3 clusters Score -2.310894e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 185097 members 
Entering Unmasked Estep 
Score: -23108948.000000 Penalty: 6035.153809
	Iteration 82Q: 3 clusters Score -2.310895e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 185117 members 
Entering Unmasked Estep 
Score: -23108968.000000 Penalty: 6035.153809
	Iteration 83Q: 3 clusters Score -2.310897e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 185144 members 
Entering Unmasked Estep 
Score: -23108982.000000 Penalty: 6035.153809
	Iteration 84Q: 3 clusters Score -2.310898e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 185167 members 
Entering Unmasked Estep 
Score: -23108978.000000 Penalty: 6035.153809
	Iteration 85Q: 3 clusters Score -2.310898e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 185188 members 
Entering Unmasked Estep 
Score: -23109000.000000 Penalty: 6035.153809
	Iteration 86Q: 3 clusters Score -2.3109e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 185216 members 
Entering Unmasked Estep 
Score: -23108972.000000 Penalty: 6035.153809
	Iteration 87Q: 3 clusters Score -2.310897e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 185244 members 
Entering Unmasked Estep 
Score: -23108994.000000 Penalty: 6035.153809
	Iteration 88Q: 3 clusters Score -2.310899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 185268 members 
Entering Unmasked Estep 
Score: -23109016.000000 Penalty: 6035.153809
	Iteration 89Q: 3 clusters Score -2.310902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 185295 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 6035.153809
	Iteration 90Q: 3 clusters Score -2.310903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 185330 members 
Entering Unmasked Estep 
Score: -23108984.000000 Penalty: 6035.153809
	Iteration 91Q: 3 clusters Score -2.310898e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 185360 members 
Entering Unmasked Estep 
Score: -23108960.000000 Penalty: 6035.153809
	Iteration 92Q: 3 clusters Score -2.310896e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 185390 members 
Entering Unmasked Estep 
Score: -23108992.000000 Penalty: 6035.153809
	Iteration 93Q: 3 clusters Score -2.310899e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 185426 members 
Entering Unmasked Estep 
Score: -23108968.000000 Penalty: 6035.153809
	Iteration 94Q: 3 clusters Score -2.310897e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 185463 members 
Entering Unmasked Estep 
Score: -23108976.000000 Penalty: 6035.153809
	Iteration 95Q: 3 clusters Score -2.310898e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 185492 members 
Entering Unmasked Estep 
Score: -23108990.000000 Penalty: 6035.153809
	Iteration 96Q: 3 clusters Score -2.310899e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 185524 members 
Entering Unmasked Estep 
Score: -23108996.000000 Penalty: 6035.153809
	Iteration 97Q: 3 clusters Score -2.3109e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 185573 members 
Entering Unmasked Estep 
Score: -23108978.000000 Penalty: 6035.153809
	Iteration 98Q: 3 clusters Score -2.310898e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 185619 members 
Entering Unmasked Estep 
Score: -23108998.000000 Penalty: 6035.153809
	Iteration 99Q: 3 clusters Score -2.3109e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 185664 members 
Entering Unmasked Estep 
Score: -23109002.000000 Penalty: 6035.153809
	Iteration 100F: 3 clusters Score -2.3109e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 185716 members 
Entering Unmasked Estep 
Score: -23108994.000000 Penalty: 6035.153809
	Iteration 101Q: 3 clusters Score -2.310899e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 185763 members 
Entering Unmasked Estep 
Score: -23109014.000000 Penalty: 6035.153809
	Iteration 102Q: 3 clusters Score -2.310901e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 185800 members 
Entering Unmasked Estep 
Score: -23109014.000000 Penalty: 6035.153809
	Iteration 103Q: 3 clusters Score -2.310901e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 185831 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 6035.153809
	Iteration 104Q: 3 clusters Score -2.310903e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 185857 members 
Entering Unmasked Estep 
Score: -23109030.000000 Penalty: 6035.153809
	Iteration 105Q: 3 clusters Score -2.310903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 185888 members 
Entering Unmasked Estep 
Score: -23109032.000000 Penalty: 6035.153809
	Iteration 106Q: 3 clusters Score -2.310903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 185917 members 
Entering Unmasked Estep 
Score: -23109006.000000 Penalty: 6035.153809
	Iteration 107Q: 3 clusters Score -2.310901e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 185956 members 
Entering Unmasked Estep 
Score: -23108998.000000 Penalty: 6035.153809
	Iteration 108Q: 3 clusters Score -2.3109e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 186005 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 6035.153809
	Iteration 109Q: 3 clusters Score -2.310903e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 186053 members 
Entering Unmasked Estep 
Score: -23109016.000000 Penalty: 6035.153809
	Iteration 110Q: 3 clusters Score -2.310902e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 186101 members 
Entering Unmasked Estep 
Score: -23109026.000000 Penalty: 6035.153809
	Iteration 111Q: 3 clusters Score -2.310903e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 186141 members 
Entering Unmasked Estep 
Score: -23109022.000000 Penalty: 6035.153809
	Iteration 112Q: 3 clusters Score -2.310902e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 186172 members 
Entering Unmasked Estep 
Score: -23109032.000000 Penalty: 6035.153809
	Iteration 113Q: 3 clusters Score -2.310903e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 186197 members 
Entering Unmasked Estep 
Score: -23109000.000000 Penalty: 6035.153809
	Iteration 114Q: 3 clusters Score -2.3109e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 186226 members 
Entering Unmasked Estep 
Score: -23109018.000000 Penalty: 6035.153809
	Iteration 115Q: 3 clusters Score -2.310902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 186250 members 
Entering Unmasked Estep 
Score: -23109014.000000 Penalty: 6035.153809
	Iteration 116Q: 3 clusters Score -2.310901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 186271 members 
Entering Unmasked Estep 
Score: -23109016.000000 Penalty: 6035.153809
	Iteration 117Q: 3 clusters Score -2.310902e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 186299 members 
Entering Unmasked Estep 
Score: -23109018.000000 Penalty: 6035.153809
	Iteration 118Q: 3 clusters Score -2.310902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 186329 members 
Entering Unmasked Estep 
Score: -23109024.000000 Penalty: 6035.153809
	Iteration 119Q: 3 clusters Score -2.310902e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 186367 members 
Entering Unmasked Estep 
Score: -23109034.000000 Penalty: 6035.153809
	Iteration 120F: 3 clusters Score -2.310903e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 186400 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 6035.153809
	Iteration 121Q: 3 clusters Score -2.310903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 186421 members 
Entering Unmasked Estep 
Score: -23109006.000000 Penalty: 6035.153809
	Iteration 122Q: 3 clusters Score -2.310901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 186443 members 
Entering Unmasked Estep 
Score: -23108996.000000 Penalty: 6035.153809
	Iteration 123Q: 3 clusters Score -2.3109e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 186461 members 
Entering Unmasked Estep 
Score: -23108990.000000 Penalty: 6035.153809
	Iteration 124Q: 3 clusters Score -2.310899e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 186474 members 
Entering Unmasked Estep 
Score: -23109006.000000 Penalty: 6035.153809
	Iteration 125Q: 3 clusters Score -2.310901e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 186495 members 
Entering Unmasked Estep 
Score: -23109024.000000 Penalty: 6035.153809
	Iteration 126Q: 3 clusters Score -2.310902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 186521 members 
Entering Unmasked Estep 
Score: -23109006.000000 Penalty: 6035.153809
	Iteration 127Q: 3 clusters Score -2.310901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 186554 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 6035.153809
	Iteration 128Q: 3 clusters Score -2.310903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 186579 members 
Entering Unmasked Estep 
Score: -23109002.000000 Penalty: 6035.153809
	Iteration 129Q: 3 clusters Score -2.3109e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 186603 members 
Entering Unmasked Estep 
Score: -23109010.000000 Penalty: 6035.153809
	Iteration 130Q: 3 clusters Score -2.310901e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 186625 members 
Entering Unmasked Estep 
Score: -23109000.000000 Penalty: 6035.153809
	Iteration 131Q: 3 clusters Score -2.3109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 186655 members 
Entering Unmasked Estep 
Score: -23109010.000000 Penalty: 6035.153809
	Iteration 132Q: 3 clusters Score -2.310901e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 186692 members 
Entering Unmasked Estep 
Score: -23109010.000000 Penalty: 6035.153809
	Iteration 133Q: 3 clusters Score -2.310901e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 186729 members 
Entering Unmasked Estep 
Score: -23109000.000000 Penalty: 6035.153809
	Iteration 134Q: 3 clusters Score -2.3109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 186760 members 
Entering Unmasked Estep 
Score: -23109002.000000 Penalty: 6035.153809
	Iteration 135Q: 3 clusters Score -2.3109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 186797 members 
Entering Unmasked Estep 
Score: -23108994.000000 Penalty: 6035.153809
	Iteration 136Q: 3 clusters Score -2.310899e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 186850 members 
Entering Unmasked Estep 
Score: -23109002.000000 Penalty: 6035.153809
	Iteration 137Q: 3 clusters Score -2.3109e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 186890 members 
Entering Unmasked Estep 
Score: -23109036.000000 Penalty: 6035.153809
	Iteration 138Q: 3 clusters Score -2.310904e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 186927 members 
Entering Unmasked Estep 
Score: -23109020.000000 Penalty: 6035.153809
	Iteration 139Q: 3 clusters Score -2.310902e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 186971 members 
Entering Unmasked Estep 
Score: -23109014.000000 Penalty: 6035.153809
	Iteration 140F: 3 clusters Score -2.310901e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 187019 members 
Entering Unmasked Estep 
Score: -23109034.000000 Penalty: 6035.153809
	Iteration 141Q: 3 clusters Score -2.310903e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 187053 members 
Entering Unmasked Estep 
Score: -23109002.000000 Penalty: 6035.153809
	Iteration 142Q: 3 clusters Score -2.3109e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 187084 members 
Entering Unmasked Estep 
Score: -23109008.000000 Penalty: 6035.153809
	Iteration 143Q: 3 clusters Score -2.310901e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 187120 members 
Entering Unmasked Estep 
Score: -23109004.000000 Penalty: 6035.153809
	Iteration 144Q: 3 clusters Score -2.3109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 187153 members 
Entering Unmasked Estep 
Score: -23109004.000000 Penalty: 6035.153809
	Iteration 145Q: 3 clusters Score -2.3109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 187187 members 
Entering Unmasked Estep 
Score: -23108992.000000 Penalty: 6035.153809
	Iteration 146Q: 3 clusters Score -2.310899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 187216 members 
Entering Unmasked Estep 
Score: -23108988.000000 Penalty: 6035.153809
	Iteration 147Q: 3 clusters Score -2.310899e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 187241 members 
Entering Unmasked Estep 
Score: -23109016.000000 Penalty: 6035.153809
	Iteration 148Q: 3 clusters Score -2.310902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 187270 members 
Entering Unmasked Estep 
Score: -23109026.000000 Penalty: 6035.153809
	Iteration 149Q: 3 clusters Score -2.310903e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 187291 members 
Entering Unmasked Estep 
Score: -23109018.000000 Penalty: 6035.153809
	Iteration 150Q: 3 clusters Score -2.310902e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 187304 members 
Entering Unmasked Estep 
Score: -23109012.000000 Penalty: 6035.153809
	Iteration 151Q: 3 clusters Score -2.310901e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 187321 members 
Entering Unmasked Estep 
Score: -23109012.000000 Penalty: 6035.153809
	Iteration 152Q: 3 clusters Score -2.310901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 187343 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 6035.153809
	Iteration 153Q: 3 clusters Score -2.310903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 187365 members 
Entering Unmasked Estep 
Score: -23109016.000000 Penalty: 6035.153809
	Iteration 154Q: 3 clusters Score -2.310902e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 187399 members 
Entering Unmasked Estep 
Score: -23109050.000000 Penalty: 6035.153809
	Iteration 155Q: 3 clusters Score -2.310905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 187436 members 
Entering Unmasked Estep 
Score: -23109036.000000 Penalty: 6035.153809
	Iteration 156Q: 3 clusters Score -2.310904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 187466 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 6035.153809
	Iteration 157Q: 3 clusters Score -2.310903e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 187491 members 
Entering Unmasked Estep 
Score: -23109044.000000 Penalty: 6035.153809
	Iteration 158Q: 3 clusters Score -2.310904e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 187529 members 
Entering Unmasked Estep 
Score: -23109042.000000 Penalty: 6035.153809
	Iteration 159Q: 3 clusters Score -2.310904e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 187570 members 
Entering Unmasked Estep 
Score: -23109052.000000 Penalty: 6035.153809
	Iteration 160F: 3 clusters Score -2.310905e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 187608 members 
Entering Unmasked Estep 
Score: -23109040.000000 Penalty: 6035.153809
	Iteration 161Q: 3 clusters Score -2.310904e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 187654 members 
Entering Unmasked Estep 
Score: -23109058.000000 Penalty: 6035.153809
	Iteration 162Q: 3 clusters Score -2.310906e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 187708 members 
Entering Unmasked Estep 
Score: -23109030.000000 Penalty: 6035.153809
	Iteration 163Q: 3 clusters Score -2.310903e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 187754 members 
Entering Unmasked Estep 
Score: -23109014.000000 Penalty: 6035.153809
	Iteration 164Q: 3 clusters Score -2.310901e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 187797 members 
Entering Unmasked Estep 
Score: -23109036.000000 Penalty: 6035.153809
	Iteration 165Q: 3 clusters Score -2.310904e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 187831 members 
Entering Unmasked Estep 
Score: -23109002.000000 Penalty: 6035.153809
	Iteration 166Q: 3 clusters Score -2.3109e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 187873 members 
Entering Unmasked Estep 
Score: -23109012.000000 Penalty: 6035.153809
	Iteration 167Q: 3 clusters Score -2.310901e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 187923 members 
Entering Unmasked Estep 
Score: -23109012.000000 Penalty: 6035.153809
	Iteration 168Q: 3 clusters Score -2.310901e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 187972 members 
Entering Unmasked Estep 
Score: -23109000.000000 Penalty: 6035.153809
	Iteration 169Q: 3 clusters Score -2.3109e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 188037 members 
Entering Unmasked Estep 
Score: -23109046.000000 Penalty: 6035.153809
	Iteration 170Q: 3 clusters Score -2.310905e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 188090 members 
Entering Unmasked Estep 
Score: -23109022.000000 Penalty: 6035.153809
	Iteration 171Q: 3 clusters Score -2.310902e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 188142 members 
Entering Unmasked Estep 
Score: -23109012.000000 Penalty: 6035.153809
	Iteration 172Q: 3 clusters Score -2.310901e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 188199 members 
Entering Unmasked Estep 
Score: -23109018.000000 Penalty: 6035.153809
	Iteration 173Q: 3 clusters Score -2.310902e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 188264 members 
Entering Unmasked Estep 
Score: -23109004.000000 Penalty: 6035.153809
	Iteration 174Q: 3 clusters Score -2.3109e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 188322 members 
Entering Unmasked Estep 
Score: -23108976.000000 Penalty: 6035.153809
	Iteration 175Q: 3 clusters Score -2.310898e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 188375 members 
Entering Unmasked Estep 
Score: -23108978.000000 Penalty: 6035.153809
	Iteration 176Q: 3 clusters Score -2.310898e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 188422 members 
Entering Unmasked Estep 
Score: -23108992.000000 Penalty: 6035.153809
	Iteration 177Q: 3 clusters Score -2.310899e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 188474 members 
Entering Unmasked Estep 
Score: -23109018.000000 Penalty: 6035.153809
	Iteration 178Q: 3 clusters Score -2.310902e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 188518 members 
Entering Unmasked Estep 
Score: -23108990.000000 Penalty: 6035.153809
	Iteration 179Q: 3 clusters Score -2.310899e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 188563 members 
Entering Unmasked Estep 
Score: -23109008.000000 Penalty: 6035.153809
	Iteration 180F: 3 clusters Score -2.310901e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 188599 members 
Entering Unmasked Estep 
Score: -23109002.000000 Penalty: 6035.153809
	Iteration 181Q: 3 clusters Score -2.3109e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 188634 members 
Entering Unmasked Estep 
Score: -23108988.000000 Penalty: 6035.153809
	Iteration 182Q: 3 clusters Score -2.310899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 188666 members 
Entering Unmasked Estep 
Score: -23109002.000000 Penalty: 6035.153809
	Iteration 183Q: 3 clusters Score -2.3109e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 188698 members 
Entering Unmasked Estep 
Score: -23108998.000000 Penalty: 6035.153809
	Iteration 184Q: 3 clusters Score -2.3109e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 188732 members 
Entering Unmasked Estep 
Score: -23109010.000000 Penalty: 6035.153809
	Iteration 185Q: 3 clusters Score -2.310901e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 188767 members 
Entering Unmasked Estep 
Score: -23109014.000000 Penalty: 6035.153809
	Iteration 186Q: 3 clusters Score -2.310901e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 188805 members 
Entering Unmasked Estep 
Score: -23108994.000000 Penalty: 6035.153809
	Iteration 187Q: 3 clusters Score -2.310899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 188838 members 
Entering Unmasked Estep 
Score: -23108984.000000 Penalty: 6035.153809
	Iteration 188Q: 3 clusters Score -2.310898e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 188875 members 
Entering Unmasked Estep 
Score: -23108996.000000 Penalty: 6035.153809
	Iteration 189Q: 3 clusters Score -2.3109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 188905 members 
Entering Unmasked Estep 
Score: -23108996.000000 Penalty: 6035.153809
	Iteration 190Q: 3 clusters Score -2.3109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 188933 members 
Entering Unmasked Estep 
Score: -23108998.000000 Penalty: 6035.153809
	Iteration 191Q: 3 clusters Score -2.3109e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 188960 members 
Entering Unmasked Estep 
Score: -23108988.000000 Penalty: 6035.153809
	Iteration 192Q: 3 clusters Score -2.310899e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 188987 members 
Entering Unmasked Estep 
Score: -23108988.000000 Penalty: 6035.153809
	Iteration 193Q: 3 clusters Score -2.310899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 189010 members 
Entering Unmasked Estep 
Score: -23108988.000000 Penalty: 6035.153809
	Iteration 194Q: 3 clusters Score -2.310899e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 189034 members 
Entering Unmasked Estep 
Score: -23108990.000000 Penalty: 6035.153809
	Iteration 195Q: 3 clusters Score -2.310899e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 189060 members 
Entering Unmasked Estep 
Score: -23109012.000000 Penalty: 6035.153809
	Iteration 196Q: 3 clusters Score -2.310901e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 189080 members 
Entering Unmasked Estep 
Score: -23109008.000000 Penalty: 6035.153809
	Iteration 197Q: 3 clusters Score -2.310901e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 189109 members 
Entering Unmasked Estep 
Score: -23109030.000000 Penalty: 6035.153809
	Iteration 198Q: 3 clusters Score -2.310903e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 189135 members 
Entering Unmasked Estep 
Score: -23109012.000000 Penalty: 6035.153809
	Iteration 199Q: 3 clusters Score -2.310901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 189161 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 6035.153809
	Iteration 200F: 3 clusters Score -2.310903e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 189184 members 
Entering Unmasked Estep 
Score: -23109024.000000 Penalty: 6035.153809
	Iteration 201Q: 3 clusters Score -2.310902e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 189203 members 
Entering Unmasked Estep 
Score: -23109020.000000 Penalty: 6035.153809
	Iteration 202Q: 3 clusters Score -2.310902e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -23109018.000000 Penalty: 6035.153809
	Iteration 203Q: 3 clusters Score -2.310902e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 189252 members 
Entering Unmasked Estep 
Score: -23109026.000000 Penalty: 6035.153809
	Iteration 204Q: 3 clusters Score -2.310903e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 189280 members 
Entering Unmasked Estep 
Score: -23109014.000000 Penalty: 6035.153809
	Iteration 205Q: 3 clusters Score -2.310901e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 189305 members 
Entering Unmasked Estep 
Score: -23109032.000000 Penalty: 6035.153809
	Iteration 206Q: 3 clusters Score -2.310903e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 189323 members 
Entering Unmasked Estep 
Score: -23109010.000000 Penalty: 6035.153809
	Iteration 207Q: 3 clusters Score -2.310901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 189337 members 
Entering Unmasked Estep 
Score: -23109020.000000 Penalty: 6035.153809
	Iteration 208Q: 3 clusters Score -2.310902e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 189354 members 
Entering Unmasked Estep 
Score: -23109028.000000 Penalty: 6035.153809
	Iteration 209Q: 3 clusters Score -2.310903e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 189369 members 
Entering Unmasked Estep 
Score: -23109054.000000 Penalty: 6035.153809
	Iteration 210Q: 3 clusters Score -2.310905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 189386 members 
Entering Unmasked Estep 
Score: -23109036.000000 Penalty: 6035.153809
	Iteration 211Q: 3 clusters Score -2.310904e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 189398 members 
Entering Unmasked Estep 
Score: -23109048.000000 Penalty: 6035.153809
	Iteration 212Q: 3 clusters Score -2.310905e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 189415 members 
Entering Unmasked Estep 
Score: -23109038.000000 Penalty: 6035.153809
	Iteration 213Q: 3 clusters Score -2.310904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 189436 members 
Entering Unmasked Estep 
Score: -23109056.000000 Penalty: 6035.153809
	Iteration 214Q: 3 clusters Score -2.310906e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 189456 members 
Entering Unmasked Estep 
Score: -23109048.000000 Penalty: 6035.153809
	Iteration 215Q: 3 clusters Score -2.310905e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 189474 members 
Entering Unmasked Estep 
Score: -23109050.000000 Penalty: 6035.153809
	Iteration 216Q: 3 clusters Score -2.310905e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 189491 members 
Entering Unmasked Estep 
Score: -23109062.000000 Penalty: 6035.153809
	Iteration 217Q: 3 clusters Score -2.310906e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 189519 members 
Entering Unmasked Estep 
Score: -23109072.000000 Penalty: 6035.153809
	Iteration 218Q: 3 clusters Score -2.310907e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 189535 members 
Entering Unmasked Estep 
Score: -23109068.000000 Penalty: 6035.153809
	Iteration 219Q: 3 clusters Score -2.310907e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 189551 members 
Entering Unmasked Estep 
Score: -23109060.000000 Penalty: 6035.153809
	Iteration 220F: 3 clusters Score -2.310906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 189564 members 
Entering Unmasked Estep 
Score: -23109076.000000 Penalty: 6035.153809
	Iteration 221Q: 3 clusters Score -2.310908e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 189577 members 
Entering Unmasked Estep 
Score: -23109074.000000 Penalty: 6035.153809
	Iteration 222Q: 3 clusters Score -2.310907e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 189596 members 
Entering Unmasked Estep 
Score: -23109096.000000 Penalty: 6035.153809
	Iteration 223Q: 3 clusters Score -2.31091e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 189607 members 
Entering Unmasked Estep 
Score: -23109098.000000 Penalty: 6035.153809
	Iteration 224Q: 3 clusters Score -2.31091e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 189614 members 
Entering Unmasked Estep 
Score: -23109094.000000 Penalty: 6035.153809
	Iteration 225Q: 3 clusters Score -2.310909e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 189620 members 
Entering Unmasked Estep 
Score: -23109092.000000 Penalty: 6035.153809
	Iteration 226Q: 3 clusters Score -2.310909e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 189627 members 
Entering Unmasked Estep 
Score: -23109074.000000 Penalty: 6035.153809
	Iteration 227Q: 3 clusters Score -2.310907e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 189641 members 
Entering Unmasked Estep 
Score: -23109082.000000 Penalty: 6035.153809
	Iteration 228Q: 3 clusters Score -2.310908e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 189660 members 
Entering Unmasked Estep 
Score: -23109082.000000 Penalty: 6035.153809
	Iteration 229Q: 3 clusters Score -2.310908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 189673 members 
Entering Unmasked Estep 
Score: -23109080.000000 Penalty: 6035.153809
	Iteration 230Q: 3 clusters Score -2.310908e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 189687 members 
Entering Unmasked Estep 
Score: -23109090.000000 Penalty: 6035.153809
	Iteration 231Q: 3 clusters Score -2.310909e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 189710 members 
Entering Unmasked Estep 
Score: -23109076.000000 Penalty: 6035.153809
	Iteration 232Q: 3 clusters Score -2.310908e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 189724 members 
Entering Unmasked Estep 
Score: -23109078.000000 Penalty: 6035.153809
	Iteration 233Q: 3 clusters Score -2.310908e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 189746 members 
Entering Unmasked Estep 
Score: -23109090.000000 Penalty: 6035.153809
	Iteration 234Q: 3 clusters Score -2.310909e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 189761 members 
Entering Unmasked Estep 
Score: -23109110.000000 Penalty: 6035.153809
	Iteration 235Q: 3 clusters Score -2.310911e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 189768 members 
Entering Unmasked Estep 
Score: -23109116.000000 Penalty: 6035.153809
	Iteration 236Q: 3 clusters Score -2.310912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 189772 members 
Entering Unmasked Estep 
Score: -23109126.000000 Penalty: 6035.153809
	Iteration 237Q: 3 clusters Score -2.310913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 189776 members 
Entering Unmasked Estep 
Score: -23109126.000000 Penalty: 6035.153809
	Iteration 238Q: 3 clusters Score -2.310913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 189783 members 
Entering Unmasked Estep 
Score: -23109132.000000 Penalty: 6035.153809
	Iteration 239Q: 3 clusters Score -2.310913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 189786 members 
Entering Unmasked Estep 
Score: -23109134.000000 Penalty: 6035.153809
	Iteration 240F: 3 clusters Score -2.310913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 189789 members 
Entering Unmasked Estep 
Score: -23109134.000000 Penalty: 6035.153809
	Iteration 241Q: 3 clusters Score -2.310913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 189793 members 
Entering Unmasked Estep 
Score: -23109156.000000 Penalty: 6035.153809
	Iteration 242Q: 3 clusters Score -2.310916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 189800 members 
Entering Unmasked Estep 
Score: -23109148.000000 Penalty: 6035.153809
	Iteration 243Q: 3 clusters Score -2.310915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 189802 members 
Entering Unmasked Estep 
Score: -23109146.000000 Penalty: 6035.153809
	Iteration 244Q: 3 clusters Score -2.310915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 189802 members 
Entering Unmasked Estep 
Score: -23109146.000000 Penalty: 6035.153809
	Iteration 245F: 3 clusters Score -2.310915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (27523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Entering Unmasked Estep 
Score: -3295064.500000 Penalty: 2535.248779
	Iteration 0F: 2 clusters Score -3295064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3276038.750000 Penalty: 5070.497559
	Iteration 0F: 3 clusters Score -3276039 nChanged 12382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -3282569.500000 Penalty: 5070.497559
	Iteration 1F: 3 clusters Score -3282570 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -3282859.750000 Penalty: 5070.497559
	Iteration 2Q: 3 clusters Score -3282860 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -3283108.000000 Penalty: 5070.497559
	Iteration 3Q: 3 clusters Score -3283108 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3283295.500000 Penalty: 5070.497559
	Iteration 4Q: 3 clusters Score -3283296 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3283479.250000 Penalty: 5070.497559
	Iteration 5Q: 3 clusters Score -3283479 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 12962 members 
Entering Unmasked Estep 
Score: -3283633.000000 Penalty: 5070.497559
	Iteration 6Q: 3 clusters Score -3283633 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -3283801.750000 Penalty: 5070.497559
	Iteration 7Q: 3 clusters Score -3283802 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -3283964.750000 Penalty: 5070.497559
	Iteration 8Q: 3 clusters Score -3283965 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -3284174.750000 Penalty: 5070.497559
	Iteration 9Q: 3 clusters Score -3284175 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16350 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -3284441.500000 Penalty: 5070.497559
	Iteration 10Q: 3 clusters Score -3284442 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -3284817.000000 Penalty: 5070.497559
	Iteration 11Q: 3 clusters Score -3284817 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3285365.000000 Penalty: 5070.497559
	Iteration 12Q: 3 clusters Score -3285365 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19598 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3286147.500000 Penalty: 5070.497559
	Iteration 13Q: 3 clusters Score -3286148 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -3287324.750000 Penalty: 5070.497559
	Iteration 14F: 3 clusters Score -3287325 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -3288788.750000 Penalty: 5070.497559
	Iteration 15F: 3 clusters Score -3288789 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -3290288.250000 Penalty: 5070.497559
	Iteration 16F: 3 clusters Score -3290288 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25603 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -3291351.250000 Penalty: 5070.497559
	Iteration 17Q: 3 clusters Score -3291351 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3292039.000000 Penalty: 5070.497559
	Iteration 18Q: 3 clusters Score -3292039 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3292422.000000 Penalty: 5070.497559
	Iteration 19Q: 3 clusters Score -3292422 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3292599.750000 Penalty: 5070.497559
	Iteration 20F: 3 clusters Score -3292600 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -3292706.500000 Penalty: 5070.497559
	Iteration 21Q: 3 clusters Score -3292706 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -3292781.750000 Penalty: 5070.497559
	Iteration 22Q: 3 clusters Score -3292782 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -3292821.250000 Penalty: 5070.497559
	Iteration 23Q: 3 clusters Score -3292821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3292853.000000 Penalty: 5070.497559
	Iteration 24Q: 3 clusters Score -3292853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3292876.750000 Penalty: 5070.497559
	Iteration 25Q: 3 clusters Score -3292877 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3292894.250000 Penalty: 5070.497559
	Iteration 26Q: 3 clusters Score -3292894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3292909.000000 Penalty: 5070.497559
	Iteration 27Q: 3 clusters Score -3292909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3292937.250000 Penalty: 5070.497559
	Iteration 28Q: 3 clusters Score -3292937 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3292944.250000 Penalty: 5070.497559
	Iteration 29Q: 3 clusters Score -3292944 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3292950.750000 Penalty: 5070.497559
	Iteration 30Q: 3 clusters Score -3292951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3292967.000000 Penalty: 5070.497559
	Iteration 31Q: 3 clusters Score -3292967 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3292972.500000 Penalty: 5070.497559
	Iteration 32Q: 3 clusters Score -3292972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3292980.750000 Penalty: 5070.497559
	Iteration 33Q: 3 clusters Score -3292981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3292986.000000 Penalty: 5070.497559
	Iteration 34Q: 3 clusters Score -3292986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3292988.500000 Penalty: 5070.497559
	Iteration 35Q: 3 clusters Score -3292988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3292998.750000 Penalty: 5070.497559
	Iteration 36Q: 3 clusters Score -3292999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3293002.250000 Penalty: 5070.497559
	Iteration 37Q: 3 clusters Score -3293002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3293011.500000 Penalty: 5070.497559
	Iteration 38Q: 3 clusters Score -3293012 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26993 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3293014.750000 Penalty: 5070.497559
	Iteration 39Q: 3 clusters Score -3293015 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3293017.250000 Penalty: 5070.497559
	Iteration 40F: 3 clusters Score -3293017 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -3293021.000000 Penalty: 5070.497559
	Iteration 41Q: 3 clusters Score -3293021 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3293023.250000 Penalty: 5070.497559
	Iteration 42Q: 3 clusters Score -3293023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -3293024.000000 Penalty: 5070.497559
	Iteration 43Q: 3 clusters Score -3293024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3293029.000000 Penalty: 5070.497559
	Iteration 44Q: 3 clusters Score -3293029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3293026.250000 Penalty: 5070.497559
	Iteration 45Q: 3 clusters Score -3293026 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -3293028.750000 Penalty: 5070.497559
	Iteration 46Q: 3 clusters Score -3293029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27006 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3293026.500000 Penalty: 5070.497559
	Iteration 47Q: 3 clusters Score -3293026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3293029.250000 Penalty: 5070.497559
	Iteration 48Q: 3 clusters Score -3293029 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -3293029.250000 Penalty: 5070.497559
	Iteration 49F: 3 clusters Score -3293029 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31281 members 
Entering Unmasked Estep 
Score: -3628364.750000 Penalty: 2566.989990
	Iteration 0F: 2 clusters Score -3628365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -3606957.250000 Penalty: 5133.979980
	Iteration 0F: 3 clusters Score -3606957 nChanged 14227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -3614775.000000 Penalty: 5133.979980
	Iteration 1F: 3 clusters Score -3614775 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3615204.750000 Penalty: 5133.979980
	Iteration 2Q: 3 clusters Score -3615205 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -3615623.250000 Penalty: 5133.979980
	Iteration 3Q: 3 clusters Score -3615623 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -3616113.000000 Penalty: 5133.979980
	Iteration 4Q: 3 clusters Score -3616113 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -3616651.250000 Penalty: 5133.979980
	Iteration 5Q: 3 clusters Score -3616651 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -3617280.500000 Penalty: 5133.979980
	Iteration 6Q: 3 clusters Score -3617280 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -3618118.250000 Penalty: 5133.979980
	Iteration 7Q: 3 clusters Score -3618118 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21885 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3619168.250000 Penalty: 5133.979980
	Iteration 8Q: 3 clusters Score -3619168 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -3620413.250000 Penalty: 5133.979980
	Iteration 9F: 3 clusters Score -3620413 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3621793.500000 Penalty: 5133.979980
	Iteration 10F: 3 clusters Score -3621794 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -3623105.250000 Penalty: 5133.979980
	Iteration 11Q: 3 clusters Score -3623105 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -3624150.750000 Penalty: 5133.979980
	Iteration 12Q: 3 clusters Score -3624151 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -3624844.500000 Penalty: 5133.979980
	Iteration 13Q: 3 clusters Score -3624844 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3625194.250000 Penalty: 5133.979980
	Iteration 14Q: 3 clusters Score -3625194 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -3625501.250000 Penalty: 5133.979980
	Iteration 15Q: 3 clusters Score -3625501 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -3625720.000000 Penalty: 5133.979980
	Iteration 16Q: 3 clusters Score -3625720 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3625869.500000 Penalty: 5133.979980
	Iteration 17Q: 3 clusters Score -3625870 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -3625988.750000 Penalty: 5133.979980
	Iteration 18Q: 3 clusters Score -3625989 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -3626055.750000 Penalty: 5133.979980
	Iteration 19Q: 3 clusters Score -3626056 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -3626102.500000 Penalty: 5133.979980
	Iteration 20F: 3 clusters Score -3626102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -3626139.500000 Penalty: 5133.979980
	Iteration 21Q: 3 clusters Score -3626140 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30078 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -3626159.750000 Penalty: 5133.979980
	Iteration 22Q: 3 clusters Score -3626160 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3626186.000000 Penalty: 5133.979980
	Iteration 23Q: 3 clusters Score -3626186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -3626203.000000 Penalty: 5133.979980
	Iteration 24Q: 3 clusters Score -3626203 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -3626218.500000 Penalty: 5133.979980
	Iteration 25Q: 3 clusters Score -3626218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3626240.750000 Penalty: 5133.979980
	Iteration 26Q: 3 clusters Score -3626241 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3626253.750000 Penalty: 5133.979980
	Iteration 27Q: 3 clusters Score -3626254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3626263.250000 Penalty: 5133.979980
	Iteration 28Q: 3 clusters Score -3626263 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30254 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -3626275.500000 Penalty: 5133.979980
	Iteration 29Q: 3 clusters Score -3626276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -3626284.750000 Penalty: 5133.979980
	Iteration 30Q: 3 clusters Score -3626285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3626308.000000 Penalty: 5133.979980
	Iteration 31Q: 3 clusters Score -3626308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3626327.250000 Penalty: 5133.979980
	Iteration 32Q: 3 clusters Score -3626327 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -3626337.500000 Penalty: 5133.979980
	Iteration 33Q: 3 clusters Score -3626338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3626336.000000 Penalty: 5133.979980
	Iteration 34Q: 3 clusters Score -3626336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3626342.500000 Penalty: 5133.979980
	Iteration 35Q: 3 clusters Score -3626342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -3626351.750000 Penalty: 5133.979980
	Iteration 36Q: 3 clusters Score -3626352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -3626354.500000 Penalty: 5133.979980
	Iteration 37Q: 3 clusters Score -3626354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30334 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3626357.500000 Penalty: 5133.979980
	Iteration 38Q: 3 clusters Score -3626358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3626354.000000 Penalty: 5133.979980
	Iteration 39Q: 3 clusters Score -3626354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3626352.500000 Penalty: 5133.979980
	Iteration 40F: 3 clusters Score -3626352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (45654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45654 members 
Entering Unmasked Estep 
Score: -5548868.000000 Penalty: 2660.753906
	Iteration 0F: 2 clusters Score -5548868 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22770 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5517964.500000 Penalty: 5321.507812
	Iteration 0F: 3 clusters Score -5517964 nChanged 21129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -5529597.500000 Penalty: 5321.507812
	Iteration 1F: 3 clusters Score -5529598 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -5530249.500000 Penalty: 5321.507812
	Iteration 2Q: 3 clusters Score -5530250 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -5531209.500000 Penalty: 5321.507812
	Iteration 3Q: 3 clusters Score -5531210 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5532363.000000 Penalty: 5321.507812
	Iteration 4Q: 3 clusters Score -5532363 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 23039 members 
Entering Unmasked Estep 
Score: -5533673.000000 Penalty: 5321.507812
	Iteration 5F: 3 clusters Score -5533673 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -5535411.000000 Penalty: 5321.507812
	Iteration 6F: 3 clusters Score -5535411 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -5537477.500000 Penalty: 5321.507812
	Iteration 7F: 3 clusters Score -5537478 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -5539965.500000 Penalty: 5321.507812
	Iteration 8F: 3 clusters Score -5539966 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -5542038.000000 Penalty: 5321.507812
	Iteration 9F: 3 clusters Score -5542038 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -5543378.500000 Penalty: 5321.507812
	Iteration 10Q: 3 clusters Score -5543378 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -5544049.500000 Penalty: 5321.507812
	Iteration 11Q: 3 clusters Score -5544050 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29899 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -5544450.500000 Penalty: 5321.507812
	Iteration 12Q: 3 clusters Score -5544450 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30633 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -5544744.500000 Penalty: 5321.507812
	Iteration 13Q: 3 clusters Score -5544744 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -5545008.500000 Penalty: 5321.507812
	Iteration 14Q: 3 clusters Score -5545008 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5545283.500000 Penalty: 5321.507812
	Iteration 15Q: 3 clusters Score -5545284 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -5545554.000000 Penalty: 5321.507812
	Iteration 16Q: 3 clusters Score -5545554 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -5545820.500000 Penalty: 5321.507812
	Iteration 17Q: 3 clusters Score -5545820 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -5546084.500000 Penalty: 5321.507812
	Iteration 18Q: 3 clusters Score -5546084 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -5546379.500000 Penalty: 5321.507812
	Iteration 19Q: 3 clusters Score -5546380 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34742 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -5546585.500000 Penalty: 5321.507812
	Iteration 20F: 3 clusters Score -5546586 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -5546721.000000 Penalty: 5321.507812
	Iteration 21Q: 3 clusters Score -5546721 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35531 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -5546866.500000 Penalty: 5321.507812
	Iteration 22Q: 3 clusters Score -5546866 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -5546953.500000 Penalty: 5321.507812
	Iteration 23Q: 3 clusters Score -5546954 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -5547040.000000 Penalty: 5321.507812
	Iteration 24Q: 3 clusters Score -5547040 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36312 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -5547113.500000 Penalty: 5321.507812
	Iteration 25Q: 3 clusters Score -5547114 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -5547176.500000 Penalty: 5321.507812
	Iteration 26Q: 3 clusters Score -5547176 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36665 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -5547208.500000 Penalty: 5321.507812
	Iteration 27Q: 3 clusters Score -5547208 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36779 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -5547218.000000 Penalty: 5321.507812
	Iteration 28Q: 3 clusters Score -5547218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -5547236.500000 Penalty: 5321.507812
	Iteration 29Q: 3 clusters Score -5547236 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36962 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -5547235.000000 Penalty: 5321.507812
	Iteration 30Q: 3 clusters Score -5547235 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -5547248.000000 Penalty: 5321.507812
	Iteration 31Q: 3 clusters Score -5547248 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -5547255.000000 Penalty: 5321.507812
	Iteration 32Q: 3 clusters Score -5547255 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -5547248.500000 Penalty: 5321.507812
	Iteration 33Q: 3 clusters Score -5547248 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37168 members 
Mstep: Class 2 contains 8486 members 
Entering Unmasked Estep 
Score: -5547265.500000 Penalty: 5321.507812
	Iteration 34Q: 3 clusters Score -5547266 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -5547279.000000 Penalty: 5321.507812
	Iteration 35Q: 3 clusters Score -5547279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -5547274.500000 Penalty: 5321.507812
	Iteration 36Q: 3 clusters Score -5547274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37250 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -5547268.500000 Penalty: 5321.507812
	Iteration 37Q: 3 clusters Score -5547268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -5547267.000000 Penalty: 5321.507812
	Iteration 38Q: 3 clusters Score -5547267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37300 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -5547273.500000 Penalty: 5321.507812
	Iteration 39Q: 3 clusters Score -5547274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37327 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -5547274.500000 Penalty: 5321.507812
	Iteration 40F: 3 clusters Score -5547274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37354 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -5547266.500000 Penalty: 5321.507812
	Iteration 41Q: 3 clusters Score -5547266 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37381 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5547267.500000 Penalty: 5321.507812
	Iteration 42Q: 3 clusters Score -5547268 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -5547267.000000 Penalty: 5321.507812
	Iteration 43Q: 3 clusters Score -5547267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -5547260.500000 Penalty: 5321.507812
	Iteration 44Q: 3 clusters Score -5547260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37462 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -5547267.500000 Penalty: 5321.507812
	Iteration 45Q: 3 clusters Score -5547268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -5547272.500000 Penalty: 5321.507812
	Iteration 46Q: 3 clusters Score -5547272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37514 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -5547278.000000 Penalty: 5321.507812
	Iteration 47Q: 3 clusters Score -5547278 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -5547293.500000 Penalty: 5321.507812
	Iteration 48Q: 3 clusters Score -5547294 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -5547295.000000 Penalty: 5321.507812
	Iteration 49Q: 3 clusters Score -5547295 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37586 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -5547310.500000 Penalty: 5321.507812
	Iteration 50Q: 3 clusters Score -5547310 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -5547306.000000 Penalty: 5321.507812
	Iteration 51Q: 3 clusters Score -5547306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37644 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -5547314.500000 Penalty: 5321.507812
	Iteration 52Q: 3 clusters Score -5547314 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37674 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -5547314.500000 Penalty: 5321.507812
	Iteration 53Q: 3 clusters Score -5547314 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37701 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -5547317.000000 Penalty: 5321.507812
	Iteration 54Q: 3 clusters Score -5547317 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -5547308.000000 Penalty: 5321.507812
	Iteration 55Q: 3 clusters Score -5547308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37749 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -5547322.000000 Penalty: 5321.507812
	Iteration 56Q: 3 clusters Score -5547322 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -5547320.500000 Penalty: 5321.507812
	Iteration 57Q: 3 clusters Score -5547320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37800 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -5547323.000000 Penalty: 5321.507812
	Iteration 58Q: 3 clusters Score -5547323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37825 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -5547329.000000 Penalty: 5321.507812
	Iteration 59Q: 3 clusters Score -5547329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -5547319.000000 Penalty: 5321.507812
	Iteration 60F: 3 clusters Score -5547319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -5547329.000000 Penalty: 5321.507812
	Iteration 61Q: 3 clusters Score -5547329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -5547315.000000 Penalty: 5321.507812
	Iteration 62Q: 3 clusters Score -5547315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -5547311.500000 Penalty: 5321.507812
	Iteration 63Q: 3 clusters Score -5547312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37891 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -5547307.000000 Penalty: 5321.507812
	Iteration 64Q: 3 clusters Score -5547307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -5547303.000000 Penalty: 5321.507812
	Iteration 65Q: 3 clusters Score -5547303 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37926 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -5547299.500000 Penalty: 5321.507812
	Iteration 66Q: 3 clusters Score -5547300 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37953 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -5547307.000000 Penalty: 5321.507812
	Iteration 67Q: 3 clusters Score -5547307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -5547308.000000 Penalty: 5321.507812
	Iteration 68Q: 3 clusters Score -5547308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -5547308.000000 Penalty: 5321.507812
	Iteration 69Q: 3 clusters Score -5547308 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38039 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -5547304.000000 Penalty: 5321.507812
	Iteration 70Q: 3 clusters Score -5547304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38067 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -5547312.500000 Penalty: 5321.507812
	Iteration 71Q: 3 clusters Score -5547312 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38088 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -5547316.000000 Penalty: 5321.507812
	Iteration 72Q: 3 clusters Score -5547316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -5547310.000000 Penalty: 5321.507812
	Iteration 73Q: 3 clusters Score -5547310 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38128 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -5547310.500000 Penalty: 5321.507812
	Iteration 74Q: 3 clusters Score -5547310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -5547326.500000 Penalty: 5321.507812
	Iteration 75Q: 3 clusters Score -5547326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38191 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -5547331.500000 Penalty: 5321.507812
	Iteration 76Q: 3 clusters Score -5547332 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38217 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -5547340.500000 Penalty: 5321.507812
	Iteration 77Q: 3 clusters Score -5547340 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38245 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -5547333.000000 Penalty: 5321.507812
	Iteration 78Q: 3 clusters Score -5547333 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38276 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -5547345.500000 Penalty: 5321.507812
	Iteration 79Q: 3 clusters Score -5547346 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38316 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -5547343.000000 Penalty: 5321.507812
	Iteration 80F: 3 clusters Score -5547343 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38362 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -5547350.000000 Penalty: 5321.507812
	Iteration 81Q: 3 clusters Score -5547350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -5547354.000000 Penalty: 5321.507812
	Iteration 82Q: 3 clusters Score -5547354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38448 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -5547364.500000 Penalty: 5321.507812
	Iteration 83Q: 3 clusters Score -5547364 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38498 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -5547360.500000 Penalty: 5321.507812
	Iteration 84Q: 3 clusters Score -5547360 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -5547357.000000 Penalty: 5321.507812
	Iteration 85Q: 3 clusters Score -5547357 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38598 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -5547363.000000 Penalty: 5321.507812
	Iteration 86Q: 3 clusters Score -5547363 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -5547357.500000 Penalty: 5321.507812
	Iteration 87Q: 3 clusters Score -5547358 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38717 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -5547371.000000 Penalty: 5321.507812
	Iteration 88Q: 3 clusters Score -5547371 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38781 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -5547368.500000 Penalty: 5321.507812
	Iteration 89Q: 3 clusters Score -5547368 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38851 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -5547373.500000 Penalty: 5321.507812
	Iteration 90Q: 3 clusters Score -5547374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38913 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -5547382.500000 Penalty: 5321.507812
	Iteration 91Q: 3 clusters Score -5547382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38968 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -5547388.000000 Penalty: 5321.507812
	Iteration 92Q: 3 clusters Score -5547388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39015 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -5547417.500000 Penalty: 5321.507812
	Iteration 93Q: 3 clusters Score -5547418 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39055 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -5547419.000000 Penalty: 5321.507812
	Iteration 94Q: 3 clusters Score -5547419 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -5547418.500000 Penalty: 5321.507812
	Iteration 95Q: 3 clusters Score -5547418 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -5547422.500000 Penalty: 5321.507812
	Iteration 96Q: 3 clusters Score -5547422 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39143 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -5547421.000000 Penalty: 5321.507812
	Iteration 97Q: 3 clusters Score -5547421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39160 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -5547419.000000 Penalty: 5321.507812
	Iteration 98Q: 3 clusters Score -5547419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -5547420.500000 Penalty: 5321.507812
	Iteration 99Q: 3 clusters Score -5547420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39196 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -5547431.000000 Penalty: 5321.507812
	Iteration 100F: 3 clusters Score -5547431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39206 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -5547431.500000 Penalty: 5321.507812
	Iteration 101Q: 3 clusters Score -5547432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39213 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -5547425.000000 Penalty: 5321.507812
	Iteration 102Q: 3 clusters Score -5547425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39221 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -5547423.500000 Penalty: 5321.507812
	Iteration 103Q: 3 clusters Score -5547424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39232 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -5547423.000000 Penalty: 5321.507812
	Iteration 104Q: 3 clusters Score -5547423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39243 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -5547431.500000 Penalty: 5321.507812
	Iteration 105Q: 3 clusters Score -5547432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -5547445.000000 Penalty: 5321.507812
	Iteration 106Q: 3 clusters Score -5547445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39271 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -5547435.000000 Penalty: 5321.507812
	Iteration 107Q: 3 clusters Score -5547435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39280 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -5547441.500000 Penalty: 5321.507812
	Iteration 108Q: 3 clusters Score -5547442 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39290 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -5547444.500000 Penalty: 5321.507812
	Iteration 109Q: 3 clusters Score -5547444 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39303 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -5547443.000000 Penalty: 5321.507812
	Iteration 110Q: 3 clusters Score -5547443 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39325 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -5547448.500000 Penalty: 5321.507812
	Iteration 111Q: 3 clusters Score -5547448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39341 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -5547451.000000 Penalty: 5321.507812
	Iteration 112Q: 3 clusters Score -5547451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39354 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -5547450.500000 Penalty: 5321.507812
	Iteration 113Q: 3 clusters Score -5547450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -5547452.500000 Penalty: 5321.507812
	Iteration 114Q: 3 clusters Score -5547452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39371 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -5547452.000000 Penalty: 5321.507812
	Iteration 115Q: 3 clusters Score -5547452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -5547458.500000 Penalty: 5321.507812
	Iteration 116Q: 3 clusters Score -5547458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -5547466.500000 Penalty: 5321.507812
	Iteration 117Q: 3 clusters Score -5547466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -5547460.500000 Penalty: 5321.507812
	Iteration 118Q: 3 clusters Score -5547460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39412 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -5547459.000000 Penalty: 5321.507812
	Iteration 119Q: 3 clusters Score -5547459 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5547454.000000 Penalty: 5321.507812
	Iteration 120F: 3 clusters Score -5547454 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -5547467.000000 Penalty: 5321.507812
	Iteration 121Q: 3 clusters Score -5547467 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -5547461.500000 Penalty: 5321.507812
	Iteration 122Q: 3 clusters Score -5547462 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -5547456.000000 Penalty: 5321.507812
	Iteration 123Q: 3 clusters Score -5547456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -5547451.500000 Penalty: 5321.507812
	Iteration 124Q: 3 clusters Score -5547452 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39553 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -5547457.000000 Penalty: 5321.507812
	Iteration 125Q: 3 clusters Score -5547457 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -5547470.500000 Penalty: 5321.507812
	Iteration 126Q: 3 clusters Score -5547470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -5547467.000000 Penalty: 5321.507812
	Iteration 127Q: 3 clusters Score -5547467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -5547454.000000 Penalty: 5321.507812
	Iteration 128Q: 3 clusters Score -5547454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39675 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -5547477.500000 Penalty: 5321.507812
	Iteration 129Q: 3 clusters Score -5547478 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39698 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -5547502.000000 Penalty: 5321.507812
	Iteration 130Q: 3 clusters Score -5547502 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39719 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -5547502.500000 Penalty: 5321.507812
	Iteration 131Q: 3 clusters Score -5547502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -5547494.500000 Penalty: 5321.507812
	Iteration 132Q: 3 clusters Score -5547494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -5547492.000000 Penalty: 5321.507812
	Iteration 133Q: 3 clusters Score -5547492 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -5547493.000000 Penalty: 5321.507812
	Iteration 134Q: 3 clusters Score -5547493 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39759 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -5547498.500000 Penalty: 5321.507812
	Iteration 135Q: 3 clusters Score -5547498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -5547490.500000 Penalty: 5321.507812
	Iteration 136Q: 3 clusters Score -5547490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39766 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -5547489.500000 Penalty: 5321.507812
	Iteration 137Q: 3 clusters Score -5547490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -5547490.500000 Penalty: 5321.507812
	Iteration 138Q: 3 clusters Score -5547490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5547493.500000 Penalty: 5321.507812
	Iteration 139Q: 3 clusters Score -5547494 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -5547493.500000 Penalty: 5321.507812
	Iteration 140F: 3 clusters Score -5547494 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Entering Unmasked Estep 
Score: -448298.531250 Penalty: 2033.262695
	Iteration 0F: 2 clusters Score -448298.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -444619.750000 Penalty: 4066.525391
	Iteration 0F: 3 clusters Score -444619.8 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -445418.250000 Penalty: 4066.525391
	Iteration 1F: 3 clusters Score -445418.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -445596.593750 Penalty: 4066.525391
	Iteration 2F: 3 clusters Score -445596.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -445707.625000 Penalty: 4066.525391
	Iteration 3Q: 3 clusters Score -445707.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -445777.437500 Penalty: 4066.525391
	Iteration 4Q: 3 clusters Score -445777.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -445820.875000 Penalty: 4066.525391
	Iteration 5Q: 3 clusters Score -445820.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -445848.125000 Penalty: 4066.525391
	Iteration 6Q: 3 clusters Score -445848.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -445871.281250 Penalty: 4066.525391
	Iteration 7Q: 3 clusters Score -445871.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -445888.718750 Penalty: 4066.525391
	Iteration 8Q: 3 clusters Score -445888.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -445904.000000 Penalty: 4066.525391
	Iteration 9Q: 3 clusters Score -445904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -445922.687500 Penalty: 4066.525391
	Iteration 10Q: 3 clusters Score -445922.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -445935.125000 Penalty: 4066.525391
	Iteration 11Q: 3 clusters Score -445935.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -445950.937500 Penalty: 4066.525391
	Iteration 12Q: 3 clusters Score -445950.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -445961.343750 Penalty: 4066.525391
	Iteration 13Q: 3 clusters Score -445961.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -445974.343750 Penalty: 4066.525391
	Iteration 14Q: 3 clusters Score -445974.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -445986.500000 Penalty: 4066.525391
	Iteration 15Q: 3 clusters Score -445986.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -445994.312500 Penalty: 4066.525391
	Iteration 16Q: 3 clusters Score -445994.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -445997.250000 Penalty: 4066.525391
	Iteration 17Q: 3 clusters Score -445997.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -446001.312500 Penalty: 4066.525391
	Iteration 18Q: 3 clusters Score -446001.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -446005.875000 Penalty: 4066.525391
	Iteration 19Q: 3 clusters Score -446005.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -446010.968750 Penalty: 4066.525391
	Iteration 20F: 3 clusters Score -446011 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -446014.937500 Penalty: 4066.525391
	Iteration 21Q: 3 clusters Score -446014.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -446021.625000 Penalty: 4066.525391
	Iteration 22Q: 3 clusters Score -446021.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -446025.312500 Penalty: 4066.525391
	Iteration 23Q: 3 clusters Score -446025.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -446032.500000 Penalty: 4066.525391
	Iteration 24Q: 3 clusters Score -446032.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -446036.312500 Penalty: 4066.525391
	Iteration 25Q: 3 clusters Score -446036.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -446039.937500 Penalty: 4066.525391
	Iteration 26Q: 3 clusters Score -446039.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -446044.593750 Penalty: 4066.525391
	Iteration 27Q: 3 clusters Score -446044.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -446052.000000 Penalty: 4066.525391
	Iteration 28Q: 3 clusters Score -446052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -446059.281250 Penalty: 4066.525391
	Iteration 29Q: 3 clusters Score -446059.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -446065.781250 Penalty: 4066.525391
	Iteration 30Q: 3 clusters Score -446065.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -446072.656250 Penalty: 4066.525391
	Iteration 31Q: 3 clusters Score -446072.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -446076.125000 Penalty: 4066.525391
	Iteration 32Q: 3 clusters Score -446076.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -446079.875000 Penalty: 4066.525391
	Iteration 33Q: 3 clusters Score -446079.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -446085.312500 Penalty: 4066.525391
	Iteration 34Q: 3 clusters Score -446085.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -446091.593750 Penalty: 4066.525391
	Iteration 35Q: 3 clusters Score -446091.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -446098.843750 Penalty: 4066.525391
	Iteration 36Q: 3 clusters Score -446098.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -446102.406250 Penalty: 4066.525391
	Iteration 37Q: 3 clusters Score -446102.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -446104.593750 Penalty: 4066.525391
	Iteration 38Q: 3 clusters Score -446104.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -446105.187500 Penalty: 4066.525391
	Iteration 39Q: 3 clusters Score -446105.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -446105.187500 Penalty: 4066.525391
	Iteration 40F: 3 clusters Score -446105.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (166985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166985 members 
Entering Unmasked Estep 
Score: -20066006.000000 Penalty: 2982.363525
	Iteration 0F: 2 clusters Score -2.006601e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83080 members 
Mstep: Class 2 contains 83905 members 
Entering Unmasked Estep 
Score: -19956198.000000 Penalty: 5964.727051
	Iteration 0F: 3 clusters Score -1.99562e+07 nChanged 79831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75179 members 
Mstep: Class 2 contains 91806 members 
Entering Unmasked Estep 
Score: -20003736.000000 Penalty: 5964.727051
	Iteration 1F: 3 clusters Score -2.000374e+07 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70012 members 
Mstep: Class 2 contains 96973 members 
Entering Unmasked Estep 
Score: -20006270.000000 Penalty: 5964.727051
	Iteration 2Q: 3 clusters Score -2.000627e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62265 members 
Mstep: Class 2 contains 104720 members 
Entering Unmasked Estep 
Score: -20010312.000000 Penalty: 5964.727051
	Iteration 3F: 3 clusters Score -2.001031e+07 nChanged 11389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 115499 members 
Entering Unmasked Estep 
Score: -20017576.000000 Penalty: 5964.727051
	Iteration 4F: 3 clusters Score -2.001758e+07 nChanged 14005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37805 members 
Mstep: Class 2 contains 129180 members 
Entering Unmasked Estep 
Score: -20028622.000000 Penalty: 5964.727051
	Iteration 5F: 3 clusters Score -2.002862e+07 nChanged 14558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 143692 members 
Entering Unmasked Estep 
Score: -20042532.000000 Penalty: 5964.727051
	Iteration 6F: 3 clusters Score -2.004253e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 155541 members 
Entering Unmasked Estep 
Score: -20053478.000000 Penalty: 5964.727051
	Iteration 7F: 3 clusters Score -2.005348e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 162390 members 
Entering Unmasked Estep 
Score: -20059224.000000 Penalty: 5964.727051
	Iteration 8Q: 3 clusters Score -2.005922e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 165344 members 
Entering Unmasked Estep 
Score: -20061856.000000 Penalty: 5964.727051
	Iteration 9Q: 3 clusters Score -2.006186e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -20062688.000000 Penalty: 5964.727051
	Iteration 10Q: 3 clusters Score -2.006269e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 166620 members 
Entering Unmasked Estep 
Score: -20062958.000000 Penalty: 5964.727051
	Iteration 11Q: 3 clusters Score -2.006296e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 166695 members 
Entering Unmasked Estep 
Score: -20063084.000000 Penalty: 5964.727051
	Iteration 12Q: 3 clusters Score -2.006308e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 166716 members 
Entering Unmasked Estep 
Score: -20063118.000000 Penalty: 5964.727051
	Iteration 13Q: 3 clusters Score -2.006312e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 166736 members 
Entering Unmasked Estep 
Score: -20063162.000000 Penalty: 5964.727051
	Iteration 14Q: 3 clusters Score -2.006316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 166742 members 
Entering Unmasked Estep 
Score: -20063164.000000 Penalty: 5964.727051
	Iteration 15Q: 3 clusters Score -2.006316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 166749 members 
Entering Unmasked Estep 
Score: -20063184.000000 Penalty: 5964.727051
	Iteration 16Q: 3 clusters Score -2.006318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 166751 members 
Entering Unmasked Estep 
Score: -20063196.000000 Penalty: 5964.727051
	Iteration 17Q: 3 clusters Score -2.00632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 166752 members 
Entering Unmasked Estep 
Score: -20063192.000000 Penalty: 5964.727051
	Iteration 18Q: 3 clusters Score -2.006319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 166754 members 
Entering Unmasked Estep 
Score: -20063204.000000 Penalty: 5964.727051
	Iteration 19Q: 3 clusters Score -2.00632e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 166755 members 
Entering Unmasked Estep 
Score: -20063206.000000 Penalty: 5964.727051
	Iteration 20F: 3 clusters Score -2.006321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -20063216.000000 Penalty: 5964.727051
	Iteration 21Q: 3 clusters Score -2.006322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 166759 members 
Entering Unmasked Estep 
Score: -20063212.000000 Penalty: 5964.727051
	Iteration 22Q: 3 clusters Score -2.006321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 166760 members 
Entering Unmasked Estep 
Score: -20063220.000000 Penalty: 5964.727051
	Iteration 23Q: 3 clusters Score -2.006322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 166761 members 
Entering Unmasked Estep 
Score: -20063220.000000 Penalty: 5964.727051
	Iteration 24Q: 3 clusters Score -2.006322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 166762 members 
Entering Unmasked Estep 
Score: -20063214.000000 Penalty: 5964.727051
	Iteration 25Q: 3 clusters Score -2.006321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 166763 members 
Entering Unmasked Estep 
Score: -20063220.000000 Penalty: 5964.727051
	Iteration 26Q: 3 clusters Score -2.006322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 166763 members 
Entering Unmasked Estep 
Score: -20063220.000000 Penalty: 5964.727051
	Iteration 27F: 3 clusters Score -2.006322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Entering Unmasked Estep 
Score: -536884.437500 Penalty: 2089.962402
	Iteration 0F: 2 clusters Score -536884.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -532645.500000 Penalty: 4179.924805
	Iteration 0F: 3 clusters Score -532645.5 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -533681.500000 Penalty: 4179.924805
	Iteration 1F: 3 clusters Score -533681.5 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -533854.937500 Penalty: 4179.924805
	Iteration 2F: 3 clusters Score -533854.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -533946.500000 Penalty: 4179.924805
	Iteration 3Q: 3 clusters Score -533946.5 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -534020.437500 Penalty: 4179.924805
	Iteration 4Q: 3 clusters Score -534020.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -534076.125000 Penalty: 4179.924805
	Iteration 5Q: 3 clusters Score -534076.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -534128.187500 Penalty: 4179.924805
	Iteration 6Q: 3 clusters Score -534128.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -534182.750000 Penalty: 4179.924805
	Iteration 7Q: 3 clusters Score -534182.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -534237.250000 Penalty: 4179.924805
	Iteration 8Q: 3 clusters Score -534237.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -534293.625000 Penalty: 4179.924805
	Iteration 9Q: 3 clusters Score -534293.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -534348.687500 Penalty: 4179.924805
	Iteration 10Q: 3 clusters Score -534348.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -534396.812500 Penalty: 4179.924805
	Iteration 11Q: 3 clusters Score -534396.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -534455.187500 Penalty: 4179.924805
	Iteration 12Q: 3 clusters Score -534455.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -534498.812500 Penalty: 4179.924805
	Iteration 13Q: 3 clusters Score -534498.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -534557.375000 Penalty: 4179.924805
	Iteration 14Q: 3 clusters Score -534557.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -534609.187500 Penalty: 4179.924805
	Iteration 15Q: 3 clusters Score -534609.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -534659.437500 Penalty: 4179.924805
	Iteration 16Q: 3 clusters Score -534659.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -534714.125000 Penalty: 4179.924805
	Iteration 17Q: 3 clusters Score -534714.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -534761.312500 Penalty: 4179.924805
	Iteration 18Q: 3 clusters Score -534761.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -534809.062500 Penalty: 4179.924805
	Iteration 19Q: 3 clusters Score -534809.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -534856.937500 Penalty: 4179.924805
	Iteration 20F: 3 clusters Score -534856.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -534904.000000 Penalty: 4179.924805
	Iteration 21Q: 3 clusters Score -534904 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -534950.750000 Penalty: 4179.924805
	Iteration 22Q: 3 clusters Score -534950.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -535001.812500 Penalty: 4179.924805
	Iteration 23Q: 3 clusters Score -535001.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -535058.312500 Penalty: 4179.924805
	Iteration 24Q: 3 clusters Score -535058.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -535106.625000 Penalty: 4179.924805
	Iteration 25Q: 3 clusters Score -535106.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -535159.250000 Penalty: 4179.924805
	Iteration 26Q: 3 clusters Score -535159.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -535223.500000 Penalty: 4179.924805
	Iteration 27Q: 3 clusters Score -535223.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -535277.562500 Penalty: 4179.924805
	Iteration 28Q: 3 clusters Score -535277.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -535323.562500 Penalty: 4179.924805
	Iteration 29Q: 3 clusters Score -535323.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -535386.625000 Penalty: 4179.924805
	Iteration 30Q: 3 clusters Score -535386.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -535455.375000 Penalty: 4179.924805
	Iteration 31Q: 3 clusters Score -535455.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -535494.750000 Penalty: 4179.924805
	Iteration 32Q: 3 clusters Score -535494.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -535530.000000 Penalty: 4179.924805
	Iteration 33Q: 3 clusters Score -535530 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -535560.187500 Penalty: 4179.924805
	Iteration 34Q: 3 clusters Score -535560.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -535592.250000 Penalty: 4179.924805
	Iteration 35Q: 3 clusters Score -535592.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -535627.187500 Penalty: 4179.924805
	Iteration 36Q: 3 clusters Score -535627.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -535649.750000 Penalty: 4179.924805
	Iteration 37Q: 3 clusters Score -535649.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -535671.625000 Penalty: 4179.924805
	Iteration 38Q: 3 clusters Score -535671.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -535693.187500 Penalty: 4179.924805
	Iteration 39Q: 3 clusters Score -535693.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -535706.500000 Penalty: 4179.924805
	Iteration 40F: 3 clusters Score -535706.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -535712.500000 Penalty: 4179.924805
	Iteration 41Q: 3 clusters Score -535712.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -535717.750000 Penalty: 4179.924805
	Iteration 42Q: 3 clusters Score -535717.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -535722.062500 Penalty: 4179.924805
	Iteration 43Q: 3 clusters Score -535722.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -535724.625000 Penalty: 4179.924805
	Iteration 44Q: 3 clusters Score -535724.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -535729.000000 Penalty: 4179.924805
	Iteration 45Q: 3 clusters Score -535729 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -535733.875000 Penalty: 4179.924805
	Iteration 46Q: 3 clusters Score -535733.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -535738.250000 Penalty: 4179.924805
	Iteration 47Q: 3 clusters Score -535738.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -535738.937500 Penalty: 4179.924805
	Iteration 48Q: 3 clusters Score -535738.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -535739.687500 Penalty: 4179.924805
	Iteration 49Q: 3 clusters Score -535739.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -535741.187500 Penalty: 4179.924805
	Iteration 50Q: 3 clusters Score -535741.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -535742.687500 Penalty: 4179.924805
	Iteration 51Q: 3 clusters Score -535742.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -535742.875000 Penalty: 4179.924805
	Iteration 52Q: 3 clusters Score -535742.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -535743.562500 Penalty: 4179.924805
	Iteration 53Q: 3 clusters Score -535743.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -535744.187500 Penalty: 4179.924805
	Iteration 54Q: 3 clusters Score -535744.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -535744.187500 Penalty: 4179.924805
	Iteration 55F: 3 clusters Score -535744.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -39072.519531 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -39072.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -37698.257812 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -37698.26 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -37911.585938 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -37911.59 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -38016.539062 Penalty: 2973.004883
	Iteration 2F: 3 clusters Score -38016.54 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -38055.257812 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -38055.26 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38070.218750 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -38070.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -38084.718750 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -38084.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -38096.886719 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -38096.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38103.796875 Penalty: 2973.004883
	Iteration 7Q: 3 clusters Score -38103.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38111.437500 Penalty: 2973.004883
	Iteration 8Q: 3 clusters Score -38111.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -38111.437500 Penalty: 2973.004883
	Iteration 9F: 3 clusters Score -38111.44 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (182930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182930 members 
Entering Unmasked Estep 
Score: -22133286.000000 Penalty: 3004.980957
	Iteration 0F: 2 clusters Score -2.213329e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91637 members 
Mstep: Class 2 contains 91293 members 
Entering Unmasked Estep 
Score: -22015228.000000 Penalty: 6009.961914
	Iteration 0F: 3 clusters Score -2.201523e+07 nChanged 87748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94073 members 
Mstep: Class 2 contains 88857 members 
Entering Unmasked Estep 
Score: -22065820.000000 Penalty: 6009.961914
	Iteration 1F: 3 clusters Score -2.206582e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95644 members 
Mstep: Class 2 contains 87286 members 
Entering Unmasked Estep 
Score: -22066582.000000 Penalty: 6009.961914
	Iteration 2Q: 3 clusters Score -2.206658e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98135 members 
Mstep: Class 2 contains 84795 members 
Entering Unmasked Estep 
Score: -22067510.000000 Penalty: 6009.961914
	Iteration 3Q: 3 clusters Score -2.206751e+07 nChanged 5200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102029 members 
Mstep: Class 2 contains 80901 members 
Entering Unmasked Estep 
Score: -22068842.000000 Penalty: 6009.961914
	Iteration 4Q: 3 clusters Score -2.206884e+07 nChanged 6470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 74981 members 
Entering Unmasked Estep 
Score: -22071104.000000 Penalty: 6009.961914
	Iteration 5Q: 3 clusters Score -2.20711e+07 nChanged 9172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116931 members 
Mstep: Class 2 contains 65999 members 
Entering Unmasked Estep 
Score: -22075390.000000 Penalty: 6009.961914
	Iteration 6F: 3 clusters Score -2.207539e+07 nChanged 12784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129679 members 
Mstep: Class 2 contains 53251 members 
Entering Unmasked Estep 
Score: -22083544.000000 Penalty: 6009.961914
	Iteration 7F: 3 clusters Score -2.208354e+07 nChanged 16660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146339 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -22098162.000000 Penalty: 6009.961914
	Iteration 8F: 3 clusters Score -2.209816e+07 nChanged 17055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163392 members 
Mstep: Class 2 contains 19538 members 
Entering Unmasked Estep 
Score: -22113310.000000 Penalty: 6009.961914
	Iteration 9F: 3 clusters Score -2.211331e+07 nChanged 11773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175165 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -22123596.000000 Penalty: 6009.961914
	Iteration 10F: 3 clusters Score -2.21236e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180437 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -22128320.000000 Penalty: 6009.961914
	Iteration 11Q: 3 clusters Score -2.212832e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182130 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -22129812.000000 Penalty: 6009.961914
	Iteration 12Q: 3 clusters Score -2.212981e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182520 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -22130272.000000 Penalty: 6009.961914
	Iteration 13Q: 3 clusters Score -2.213027e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182619 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -22130408.000000 Penalty: 6009.961914
	Iteration 14Q: 3 clusters Score -2.213041e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182654 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -22130476.000000 Penalty: 6009.961914
	Iteration 15Q: 3 clusters Score -2.213048e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182666 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -22130518.000000 Penalty: 6009.961914
	Iteration 16Q: 3 clusters Score -2.213052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182667 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -22130520.000000 Penalty: 6009.961914
	Iteration 17Q: 3 clusters Score -2.213052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182668 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -22130540.000000 Penalty: 6009.961914
	Iteration 18Q: 3 clusters Score -2.213054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182670 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -22130534.000000 Penalty: 6009.961914
	Iteration 19Q: 3 clusters Score -2.213053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182672 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22130546.000000 Penalty: 6009.961914
	Iteration 20F: 3 clusters Score -2.213055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182672 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -22130558.000000 Penalty: 6009.961914
	Iteration 21Q: 3 clusters Score -2.213056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182674 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22130548.000000 Penalty: 6009.961914
	Iteration 22Q: 3 clusters Score -2.213055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182674 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -22130544.000000 Penalty: 6009.961914
	Iteration 23Q: 3 clusters Score -2.213054e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182673 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22130546.000000 Penalty: 6009.961914
	Iteration 24Q: 3 clusters Score -2.213055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182673 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -22130546.000000 Penalty: 6009.961914
	Iteration 25F: 3 clusters Score -2.213055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Entering Unmasked Estep 
Score: -522507.281250 Penalty: 2073.007568
	Iteration 0F: 2 clusters Score -522507.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -518450.125000 Penalty: 4146.015137
	Iteration 0F: 3 clusters Score -518450.1 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -519321.812500 Penalty: 4146.015137
	Iteration 1F: 3 clusters Score -519321.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -519499.781250 Penalty: 4146.015137
	Iteration 2F: 3 clusters Score -519499.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -519612.343750 Penalty: 4146.015137
	Iteration 3Q: 3 clusters Score -519612.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -519686.125000 Penalty: 4146.015137
	Iteration 4Q: 3 clusters Score -519686.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -519749.156250 Penalty: 4146.015137
	Iteration 5Q: 3 clusters Score -519749.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -519799.000000 Penalty: 4146.015137
	Iteration 6Q: 3 clusters Score -519799 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -519835.187500 Penalty: 4146.015137
	Iteration 7Q: 3 clusters Score -519835.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -519863.187500 Penalty: 4146.015137
	Iteration 8Q: 3 clusters Score -519863.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -519893.281250 Penalty: 4146.015137
	Iteration 9Q: 3 clusters Score -519893.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -519920.250000 Penalty: 4146.015137
	Iteration 10Q: 3 clusters Score -519920.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -519944.125000 Penalty: 4146.015137
	Iteration 11Q: 3 clusters Score -519944.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -519965.218750 Penalty: 4146.015137
	Iteration 12Q: 3 clusters Score -519965.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -519980.656250 Penalty: 4146.015137
	Iteration 13Q: 3 clusters Score -519980.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -519999.625000 Penalty: 4146.015137
	Iteration 14Q: 3 clusters Score -519999.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -520017.906250 Penalty: 4146.015137
	Iteration 15Q: 3 clusters Score -520017.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -520037.812500 Penalty: 4146.015137
	Iteration 16Q: 3 clusters Score -520037.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -520051.500000 Penalty: 4146.015137
	Iteration 17Q: 3 clusters Score -520051.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -520061.687500 Penalty: 4146.015137
	Iteration 18Q: 3 clusters Score -520061.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -520069.718750 Penalty: 4146.015137
	Iteration 19Q: 3 clusters Score -520069.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -520075.281250 Penalty: 4146.015137
	Iteration 20F: 3 clusters Score -520075.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -520079.218750 Penalty: 4146.015137
	Iteration 21Q: 3 clusters Score -520079.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -520084.906250 Penalty: 4146.015137
	Iteration 22Q: 3 clusters Score -520084.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -520091.125000 Penalty: 4146.015137
	Iteration 23Q: 3 clusters Score -520091.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -520096.750000 Penalty: 4146.015137
	Iteration 24Q: 3 clusters Score -520096.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -520101.500000 Penalty: 4146.015137
	Iteration 25Q: 3 clusters Score -520101.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -520108.281250 Penalty: 4146.015137
	Iteration 26Q: 3 clusters Score -520108.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -520116.250000 Penalty: 4146.015137
	Iteration 27Q: 3 clusters Score -520116.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -520122.312500 Penalty: 4146.015137
	Iteration 28Q: 3 clusters Score -520122.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -520126.312500 Penalty: 4146.015137
	Iteration 29Q: 3 clusters Score -520126.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -520133.000000 Penalty: 4146.015137
	Iteration 30Q: 3 clusters Score -520133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -520137.375000 Penalty: 4146.015137
	Iteration 31Q: 3 clusters Score -520137.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -520143.312500 Penalty: 4146.015137
	Iteration 32Q: 3 clusters Score -520143.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -520149.406250 Penalty: 4146.015137
	Iteration 33Q: 3 clusters Score -520149.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -520150.625000 Penalty: 4146.015137
	Iteration 34Q: 3 clusters Score -520150.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -520154.218750 Penalty: 4146.015137
	Iteration 35Q: 3 clusters Score -520154.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -520160.937500 Penalty: 4146.015137
	Iteration 36Q: 3 clusters Score -520160.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -520166.375000 Penalty: 4146.015137
	Iteration 37Q: 3 clusters Score -520166.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -520173.812500 Penalty: 4146.015137
	Iteration 38Q: 3 clusters Score -520173.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -520178.343750 Penalty: 4146.015137
	Iteration 39Q: 3 clusters Score -520178.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -520190.781250 Penalty: 4146.015137
	Iteration 40F: 3 clusters Score -520190.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -520197.875000 Penalty: 4146.015137
	Iteration 41Q: 3 clusters Score -520197.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -520200.468750 Penalty: 4146.015137
	Iteration 42Q: 3 clusters Score -520200.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -520202.125000 Penalty: 4146.015137
	Iteration 43Q: 3 clusters Score -520202.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -520202.843750 Penalty: 4146.015137
	Iteration 44Q: 3 clusters Score -520202.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -520203.656250 Penalty: 4146.015137
	Iteration 45Q: 3 clusters Score -520203.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -520204.562500 Penalty: 4146.015137
	Iteration 46Q: 3 clusters Score -520204.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -520204.875000 Penalty: 4146.015137
	Iteration 47Q: 3 clusters Score -520204.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -520206.906250 Penalty: 4146.015137
	Iteration 48Q: 3 clusters Score -520206.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -520207.750000 Penalty: 4146.015137
	Iteration 49Q: 3 clusters Score -520207.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -520207.875000 Penalty: 4146.015137
	Iteration 50Q: 3 clusters Score -520207.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -520209.000000 Penalty: 4146.015137
	Iteration 51Q: 3 clusters Score -520209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -520209.781250 Penalty: 4146.015137
	Iteration 52Q: 3 clusters Score -520209.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -520210.437500 Penalty: 4146.015137
	Iteration 53Q: 3 clusters Score -520210.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -520211.187500 Penalty: 4146.015137
	Iteration 54Q: 3 clusters Score -520211.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -520213.000000 Penalty: 4146.015137
	Iteration 55Q: 3 clusters Score -520213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -520215.968750 Penalty: 4146.015137
	Iteration 56Q: 3 clusters Score -520216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -520221.812500 Penalty: 4146.015137
	Iteration 57Q: 3 clusters Score -520221.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -520224.656250 Penalty: 4146.015137
	Iteration 58Q: 3 clusters Score -520224.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -520227.343750 Penalty: 4146.015137
	Iteration 59Q: 3 clusters Score -520227.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -520228.218750 Penalty: 4146.015137
	Iteration 60F: 3 clusters Score -520228.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -520229.562500 Penalty: 4146.015137
	Iteration 61Q: 3 clusters Score -520229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -520231.187500 Penalty: 4146.015137
	Iteration 62Q: 3 clusters Score -520231.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -520231.375000 Penalty: 4146.015137
	Iteration 63Q: 3 clusters Score -520231.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -520231.375000 Penalty: 4146.015137
	Iteration 64F: 3 clusters Score -520231.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (8089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Entering Unmasked Estep 
Score: -972288.750000 Penalty: 2231.568604
	Iteration 0F: 2 clusters Score -972288.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -965776.937500 Penalty: 4463.137207
	Iteration 0F: 3 clusters Score -965776.9 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -967537.312500 Penalty: 4463.137207
	Iteration 1F: 3 clusters Score -967537.3 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -967829.125000 Penalty: 4463.137207
	Iteration 2F: 3 clusters Score -967829.1 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -968029.500000 Penalty: 4463.137207
	Iteration 3F: 3 clusters Score -968029.5 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -968195.250000 Penalty: 4463.137207
	Iteration 4Q: 3 clusters Score -968195.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -968323.375000 Penalty: 4463.137207
	Iteration 5Q: 3 clusters Score -968323.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -968452.187500 Penalty: 4463.137207
	Iteration 6Q: 3 clusters Score -968452.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -968569.250000 Penalty: 4463.137207
	Iteration 7Q: 3 clusters Score -968569.2 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -968720.500000 Penalty: 4463.137207
	Iteration 8Q: 3 clusters Score -968720.5 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -968883.125000 Penalty: 4463.137207
	Iteration 9Q: 3 clusters Score -968883.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -969067.625000 Penalty: 4463.137207
	Iteration 10Q: 3 clusters Score -969067.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -969264.625000 Penalty: 4463.137207
	Iteration 11Q: 3 clusters Score -969264.6 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -969439.250000 Penalty: 4463.137207
	Iteration 12Q: 3 clusters Score -969439.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -969599.187500 Penalty: 4463.137207
	Iteration 13Q: 3 clusters Score -969599.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -969727.812500 Penalty: 4463.137207
	Iteration 14Q: 3 clusters Score -969727.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -969824.750000 Penalty: 4463.137207
	Iteration 15Q: 3 clusters Score -969824.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -969918.000000 Penalty: 4463.137207
	Iteration 16Q: 3 clusters Score -969918 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -969997.937500 Penalty: 4463.137207
	Iteration 17Q: 3 clusters Score -969997.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -970055.562500 Penalty: 4463.137207
	Iteration 18Q: 3 clusters Score -970055.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -970103.000000 Penalty: 4463.137207
	Iteration 19Q: 3 clusters Score -970103 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -970146.625000 Penalty: 4463.137207
	Iteration 20F: 3 clusters Score -970146.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -970184.312500 Penalty: 4463.137207
	Iteration 21Q: 3 clusters Score -970184.3 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -970224.750000 Penalty: 4463.137207
	Iteration 22Q: 3 clusters Score -970224.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -970257.500000 Penalty: 4463.137207
	Iteration 23Q: 3 clusters Score -970257.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -970280.437500 Penalty: 4463.137207
	Iteration 24Q: 3 clusters Score -970280.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7335 members 
Entering Unmasked Estep 
Score: -970298.937500 Penalty: 4463.137207
	Iteration 25Q: 3 clusters Score -970298.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -970313.187500 Penalty: 4463.137207
	Iteration 26Q: 3 clusters Score -970313.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -970323.937500 Penalty: 4463.137207
	Iteration 27Q: 3 clusters Score -970323.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -970334.250000 Penalty: 4463.137207
	Iteration 28Q: 3 clusters Score -970334.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -970342.687500 Penalty: 4463.137207
	Iteration 29Q: 3 clusters Score -970342.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -970347.000000 Penalty: 4463.137207
	Iteration 30Q: 3 clusters Score -970347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -970349.125000 Penalty: 4463.137207
	Iteration 31Q: 3 clusters Score -970349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -970352.312500 Penalty: 4463.137207
	Iteration 32Q: 3 clusters Score -970352.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -970354.625000 Penalty: 4463.137207
	Iteration 33Q: 3 clusters Score -970354.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -970363.312500 Penalty: 4463.137207
	Iteration 34Q: 3 clusters Score -970363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -970366.812500 Penalty: 4463.137207
	Iteration 35Q: 3 clusters Score -970366.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -970372.062500 Penalty: 4463.137207
	Iteration 36Q: 3 clusters Score -970372.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -970375.687500 Penalty: 4463.137207
	Iteration 37Q: 3 clusters Score -970375.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -970376.750000 Penalty: 4463.137207
	Iteration 38Q: 3 clusters Score -970376.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -970381.500000 Penalty: 4463.137207
	Iteration 39Q: 3 clusters Score -970381.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -970384.000000 Penalty: 4463.137207
	Iteration 40F: 3 clusters Score -970384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -970386.187500 Penalty: 4463.137207
	Iteration 41Q: 3 clusters Score -970386.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -970387.750000 Penalty: 4463.137207
	Iteration 42Q: 3 clusters Score -970387.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -970388.437500 Penalty: 4463.137207
	Iteration 43Q: 3 clusters Score -970388.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -970389.625000 Penalty: 4463.137207
	Iteration 44Q: 3 clusters Score -970389.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -970390.750000 Penalty: 4463.137207
	Iteration 45Q: 3 clusters Score -970390.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -970393.062500 Penalty: 4463.137207
	Iteration 46Q: 3 clusters Score -970393.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -970395.187500 Penalty: 4463.137207
	Iteration 47Q: 3 clusters Score -970395.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -970397.812500 Penalty: 4463.137207
	Iteration 48Q: 3 clusters Score -970397.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -970402.062500 Penalty: 4463.137207
	Iteration 49Q: 3 clusters Score -970402.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -970403.437500 Penalty: 4463.137207
	Iteration 50Q: 3 clusters Score -970403.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -970406.125000 Penalty: 4463.137207
	Iteration 51Q: 3 clusters Score -970406.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -970408.062500 Penalty: 4463.137207
	Iteration 52Q: 3 clusters Score -970408.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -970410.250000 Penalty: 4463.137207
	Iteration 53Q: 3 clusters Score -970410.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -970410.437500 Penalty: 4463.137207
	Iteration 54Q: 3 clusters Score -970410.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -970411.875000 Penalty: 4463.137207
	Iteration 55Q: 3 clusters Score -970411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -970414.437500 Penalty: 4463.137207
	Iteration 56Q: 3 clusters Score -970414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -970416.875000 Penalty: 4463.137207
	Iteration 57Q: 3 clusters Score -970416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -970417.375000 Penalty: 4463.137207
	Iteration 58Q: 3 clusters Score -970417.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -970417.750000 Penalty: 4463.137207
	Iteration 59Q: 3 clusters Score -970417.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -970416.750000 Penalty: 4463.137207
	Iteration 60F: 3 clusters Score -970416.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -970418.687500 Penalty: 4463.137207
	Iteration 61Q: 3 clusters Score -970418.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -970418.687500 Penalty: 4463.137207
	Iteration 62F: 3 clusters Score -970418.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Entering Unmasked Estep 
Score: -1721960.875000 Penalty: 2367.715820
	Iteration 0F: 2 clusters Score -1721961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1711809.625000 Penalty: 4735.431641
	Iteration 0F: 3 clusters Score -1711810 nChanged 5923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -1714951.250000 Penalty: 4735.431641
	Iteration 1F: 3 clusters Score -1714951 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1715308.375000 Penalty: 4735.431641
	Iteration 2F: 3 clusters Score -1715308 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -1715599 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -1715887 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -1716220 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -1716643 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
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	Iteration 7F: 3 clusters Score -1717195 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1717873 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1718632 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1719368.625000 Penalty: 4735.431641
	Iteration 10F: 3 clusters Score -1719369 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1719778 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1719965 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1720060 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1720126 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 11605 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1720148 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 11628 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1720161 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 11646 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1720167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1720171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1720174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1720175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1720179 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1720182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1720182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -1720186.375000 Penalty: 4735.431641
	Iteration 24Q: 3 clusters Score -1720186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1720189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1720190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1720190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1720190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1720193 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 11732 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -1720202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 11736 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -1720202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1720202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1720200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1720205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -1720205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
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	Iteration 36F: 3 clusters Score -1720205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 192461 members 
Mstep: Class 3 contains 27523 members 
Mstep: Class 4 contains 31281 members 
Mstep: Class 5 contains 45654 members 
Mstep: Class 6 contains 3636 members 
Mstep: Class 7 contains 166985 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 182930 members 
Mstep: Class 14 contains 4268 members 
Mstep: Class 19 contains 8089 members 
Mstep: Class 20 contains 14006 members 
Entering Unmasked Estep 
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Iteration 239Q: 14 clusters Score -8.109442e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 192485 members 
Mstep: Class 3 contains 27697 members 
Mstep: Class 4 contains 31295 members 
Mstep: Class 5 contains 45610 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 167891 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 181818 members 
Mstep: Class 14 contains 4222 members 
Mstep: Class 19 contains 8191 members 
Mstep: Class 20 contains 13993 members 
Entering Unmasked Estep 
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Iteration 240F: 14 clusters Score -8.109486e+07 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 192358 members 
Mstep: Class 3 contains 27876 members 
Mstep: Class 4 contains 31305 members 
Mstep: Class 5 contains 45555 members 
Mstep: Class 6 contains 3635 members 
Mstep: Class 7 contains 168749 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 180924 members 
Mstep: Class 14 contains 4175 members 
Mstep: Class 19 contains 8297 members 
Mstep: Class 20 contains 13968 members 
Entering Unmasked Estep 
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Iteration 241Q: 14 clusters Score -8.109532e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 192263 members 
Mstep: Class 3 contains 28047 members 
Mstep: Class 4 contains 31309 members 
Mstep: Class 5 contains 45499 members 
Mstep: Class 6 contains 3622 members 
Mstep: Class 7 contains 169643 members 
Mstep: Class 11 contains 4568 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 179972 members 
Mstep: Class 14 contains 4146 members 
Mstep: Class 19 contains 8390 members 
Mstep: Class 20 contains 13950 members 
Entering Unmasked Estep 
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Iteration 242Q: 14 clusters Score -8.109552e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 192172 members 
Mstep: Class 3 contains 28231 members 
Mstep: Class 4 contains 31310 members 
Mstep: Class 5 contains 45434 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 7 contains 170535 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 179023 members 
Mstep: Class 14 contains 4104 members 
Mstep: Class 19 contains 8466 members 
Mstep: Class 20 contains 13963 members 
Entering Unmasked Estep 
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Iteration 243Q: 14 clusters Score -8.109578e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 192068 members 
Mstep: Class 3 contains 28445 members 
Mstep: Class 4 contains 31300 members 
Mstep: Class 5 contains 45371 members 
Mstep: Class 6 contains 3582 members 
Mstep: Class 7 contains 171391 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 178091 members 
Mstep: Class 14 contains 4067 members 
Mstep: Class 19 contains 8564 members 
Mstep: Class 20 contains 13964 members 
Entering Unmasked Estep 
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Iteration 244Q: 14 clusters Score -8.109595e+07 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 191975 members 
Mstep: Class 3 contains 28641 members 
Mstep: Class 4 contains 31297 members 
Mstep: Class 5 contains 45295 members 
Mstep: Class 6 contains 3560 members 
Mstep: Class 7 contains 172203 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 177191 members 
Mstep: Class 14 contains 4044 members 
Mstep: Class 19 contains 8652 members 
Mstep: Class 20 contains 13983 members 
Entering Unmasked Estep 
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Iteration 245Q: 14 clusters Score -8.109586e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 191898 members 
Mstep: Class 3 contains 28836 members 
Mstep: Class 4 contains 31308 members 
Mstep: Class 5 contains 45210 members 
Mstep: Class 6 contains 3544 members 
Mstep: Class 7 contains 172908 members 
Mstep: Class 11 contains 4574 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 176394 members 
Mstep: Class 14 contains 4033 members 
Mstep: Class 19 contains 8735 members 
Mstep: Class 20 contains 13969 members 
Entering Unmasked Estep 
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Iteration 246Q: 14 clusters Score -8.10957e+07 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 191842 members 
Mstep: Class 3 contains 29008 members 
Mstep: Class 4 contains 31311 members 
Mstep: Class 5 contains 45129 members 
Mstep: Class 6 contains 3548 members 
Mstep: Class 7 contains 173487 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 175686 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 19 contains 8826 members 
Mstep: Class 20 contains 13962 members 
Entering Unmasked Estep 
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Iteration 247Q: 14 clusters Score -8.109585e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 191703 members 
Mstep: Class 3 contains 29204 members 
Mstep: Class 4 contains 31320 members 
Mstep: Class 5 contains 45071 members 
Mstep: Class 6 contains 3547 members 
Mstep: Class 7 contains 173965 members 
Mstep: Class 11 contains 4584 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 175142 members 
Mstep: Class 14 contains 4014 members 
Mstep: Class 19 contains 8920 members 
Mstep: Class 20 contains 13940 members 
Entering Unmasked Estep 
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Iteration 248Q: 14 clusters Score -8.10961e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 191631 members 
Mstep: Class 3 contains 29392 members 
Mstep: Class 4 contains 31341 members 
Mstep: Class 5 contains 44994 members 
Mstep: Class 6 contains 3554 members 
Mstep: Class 7 contains 174315 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 174643 members 
Mstep: Class 14 contains 4000 members 
Mstep: Class 19 contains 9025 members 
Mstep: Class 20 contains 13930 members 
Entering Unmasked Estep 
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Iteration 249Q: 14 clusters Score -8.109628e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 191487 members 
Mstep: Class 3 contains 29578 members 
Mstep: Class 4 contains 31362 members 
Mstep: Class 5 contains 44925 members 
Mstep: Class 6 contains 3557 members 
Mstep: Class 7 contains 174577 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 174343 members 
Mstep: Class 14 contains 3977 members 
Mstep: Class 19 contains 9116 members 
Mstep: Class 20 contains 13904 members 
Entering Unmasked Estep 
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Iteration 250Q: 14 clusters Score -8.109631e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 191291 members 
Mstep: Class 3 contains 29760 members 
Mstep: Class 4 contains 31391 members 
Mstep: Class 5 contains 44855 members 
Mstep: Class 6 contains 3558 members 
Mstep: Class 7 contains 174799 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 174125 members 
Mstep: Class 14 contains 3951 members 
Mstep: Class 19 contains 9213 members 
Mstep: Class 20 contains 13882 members 
Entering Unmasked Estep 
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Iteration 251Q: 14 clusters Score -8.109643e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 191094 members 
Mstep: Class 3 contains 29942 members 
Mstep: Class 4 contains 31404 members 
Mstep: Class 5 contains 44789 members 
Mstep: Class 6 contains 3565 members 
Mstep: Class 7 contains 174946 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 174019 members 
Mstep: Class 14 contains 3934 members 
Mstep: Class 19 contains 9288 members 
Mstep: Class 20 contains 13848 members 
Entering Unmasked Estep 
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Iteration 252Q: 14 clusters Score -8.109665e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 190895 members 
Mstep: Class 3 contains 30132 members 
Mstep: Class 4 contains 31407 members 
Mstep: Class 5 contains 44726 members 
Mstep: Class 6 contains 3571 members 
Mstep: Class 7 contains 175044 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 173976 members 
Mstep: Class 14 contains 3909 members 
Mstep: Class 19 contains 9357 members 
Mstep: Class 20 contains 13812 members 
Entering Unmasked Estep 
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Iteration 253Q: 14 clusters Score -8.109698e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 190739 members 
Mstep: Class 3 contains 30334 members 
Mstep: Class 4 contains 31426 members 
Mstep: Class 5 contains 44643 members 
Mstep: Class 6 contains 3580 members 
Mstep: Class 7 contains 175048 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 173942 members 
Mstep: Class 14 contains 3898 members 
Mstep: Class 19 contains 9434 members 
Mstep: Class 20 contains 13783 members 
Entering Unmasked Estep 
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Iteration 254Q: 14 clusters Score -8.109712e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 190521 members 
Mstep: Class 3 contains 30524 members 
Mstep: Class 4 contains 31457 members 
Mstep: Class 5 contains 44555 members 
Mstep: Class 6 contains 3587 members 
Mstep: Class 7 contains 174985 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 174033 members 
Mstep: Class 14 contains 3889 members 
Mstep: Class 19 contains 9501 members 
Mstep: Class 20 contains 13772 members 
Entering Unmasked Estep 
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Iteration 255Q: 14 clusters Score -8.109702e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 190248 members 
Mstep: Class 3 contains 30720 members 
Mstep: Class 4 contains 31490 members 
Mstep: Class 5 contains 44468 members 
Mstep: Class 6 contains 3600 members 
Mstep: Class 7 contains 174859 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 174224 members 
Mstep: Class 14 contains 3877 members 
Mstep: Class 19 contains 9571 members 
Mstep: Class 20 contains 13763 members 
Entering Unmasked Estep 
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Iteration 256Q: 14 clusters Score -8.109718e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 189982 members 
Mstep: Class 3 contains 30873 members 
Mstep: Class 4 contains 31514 members 
Mstep: Class 5 contains 44368 members 
Mstep: Class 6 contains 3607 members 
Mstep: Class 7 contains 174686 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 174546 members 
Mstep: Class 14 contains 3858 members 
Mstep: Class 19 contains 9633 members 
Mstep: Class 20 contains 13752 members 
Entering Unmasked Estep 
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Iteration 257Q: 14 clusters Score -8.10973e+07 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 189659 members 
Mstep: Class 3 contains 31031 members 
Mstep: Class 4 contains 31549 members 
Mstep: Class 5 contains 44258 members 
Mstep: Class 6 contains 3610 members 
Mstep: Class 7 contains 174455 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 174987 members 
Mstep: Class 14 contains 3836 members 
Mstep: Class 19 contains 9690 members 
Mstep: Class 20 contains 13743 members 
Entering Unmasked Estep 
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Iteration 258Q: 14 clusters Score -8.109748e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 189287 members 
Mstep: Class 3 contains 31194 members 
Mstep: Class 4 contains 31583 members 
Mstep: Class 5 contains 44133 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 174120 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 175582 members 
Mstep: Class 14 contains 3809 members 
Mstep: Class 19 contains 9748 members 
Mstep: Class 20 contains 13736 members 
Entering Unmasked Estep 
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Iteration 259Q: 14 clusters Score -8.109751e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 188862 members 
Mstep: Class 3 contains 31378 members 
Mstep: Class 4 contains 31612 members 
Mstep: Class 5 contains 44034 members 
Mstep: Class 6 contains 3619 members 
Mstep: Class 7 contains 173764 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 176253 members 
Mstep: Class 14 contains 3788 members 
Mstep: Class 19 contains 9783 members 
Mstep: Class 20 contains 13719 members 
Entering Unmasked Estep 
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Iteration 260F: 14 clusters Score -8.109754e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 188381 members 
Mstep: Class 3 contains 31544 members 
Mstep: Class 4 contains 31646 members 
Mstep: Class 5 contains 43928 members 
Mstep: Class 6 contains 3620 members 
Mstep: Class 7 contains 173349 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 177041 members 
Mstep: Class 14 contains 3776 members 
Mstep: Class 19 contains 9826 members 
Mstep: Class 20 contains 13695 members 
Entering Unmasked Estep 
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Iteration 261Q: 14 clusters Score -8.10978e+07 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 187916 members 
Mstep: Class 3 contains 31682 members 
Mstep: Class 4 contains 31690 members 
Mstep: Class 5 contains 43801 members 
Mstep: Class 6 contains 3618 members 
Mstep: Class 7 contains 172825 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 177971 members 
Mstep: Class 14 contains 3754 members 
Mstep: Class 19 contains 9867 members 
Mstep: Class 20 contains 13687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81098008.000000 Penalty: 43318.621094
Iteration 262Q: 14 clusters Score -8.109801e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 187394 members 
Mstep: Class 3 contains 31805 members 
Mstep: Class 4 contains 31740 members 
Mstep: Class 5 contains 43706 members 
Mstep: Class 6 contains 3623 members 
Mstep: Class 7 contains 172271 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 178966 members 
Mstep: Class 14 contains 3736 members 
Mstep: Class 19 contains 9907 members 
Mstep: Class 20 contains 13663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81098048.000000 Penalty: 43318.621094
Iteration 263Q: 14 clusters Score -8.109805e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 186887 members 
Mstep: Class 3 contains 31908 members 
Mstep: Class 4 contains 31776 members 
Mstep: Class 5 contains 43624 members 
Mstep: Class 6 contains 3628 members 
Mstep: Class 7 contains 171581 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 180077 members 
Mstep: Class 14 contains 3727 members 
Mstep: Class 19 contains 9958 members 
Mstep: Class 20 contains 13644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81098104.000000 Penalty: 43318.621094
Iteration 264Q: 14 clusters Score -8.10981e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 186357 members 
Mstep: Class 3 contains 32012 members 
Mstep: Class 4 contains 31827 members 
Mstep: Class 5 contains 43525 members 
Mstep: Class 6 contains 3631 members 
Mstep: Class 7 contains 170875 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 181241 members 
Mstep: Class 14 contains 3710 members 
Mstep: Class 19 contains 10006 members 
Mstep: Class 20 contains 13630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81098312.000000 Penalty: 43318.621094
Iteration 265Q: 14 clusters Score -8.109831e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 185811 members 
Mstep: Class 3 contains 32082 members 
Mstep: Class 4 contains 31889 members 
Mstep: Class 5 contains 43394 members 
Mstep: Class 6 contains 3632 members 
Mstep: Class 7 contains 170230 members 
Mstep: Class 11 contains 4595 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 182420 members 
Mstep: Class 14 contains 3698 members 
Mstep: Class 19 contains 10052 members 
Mstep: Class 20 contains 13607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81099016.000000 Penalty: 43318.621094
Iteration 266Q: 14 clusters Score -8.109902e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 185193 members 
Mstep: Class 3 contains 32161 members 
Mstep: Class 4 contains 31957 members 
Mstep: Class 5 contains 43268 members 
Mstep: Class 6 contains 3621 members 
Mstep: Class 7 contains 169568 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 183690 members 
Mstep: Class 14 contains 3689 members 
Mstep: Class 19 contains 10094 members 
Mstep: Class 20 contains 13580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81099248.000000 Penalty: 43318.621094
Iteration 267Q: 14 clusters Score -8.109925e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 184558 members 
Mstep: Class 3 contains 32242 members 
Mstep: Class 4 contains 32024 members 
Mstep: Class 5 contains 43172 members 
Mstep: Class 6 contains 3609 members 
Mstep: Class 7 contains 168823 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 185045 members 
Mstep: Class 14 contains 3679 members 
Mstep: Class 19 contains 10144 members 
Mstep: Class 20 contains 13528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81099768.000000 Penalty: 43318.621094
Iteration 268Q: 14 clusters Score -8.109977e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 183828 members 
Mstep: Class 3 contains 32301 members 
Mstep: Class 4 contains 32105 members 
Mstep: Class 5 contains 43096 members 
Mstep: Class 6 contains 3624 members 
Mstep: Class 7 contains 168036 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 186469 members 
Mstep: Class 14 contains 3672 members 
Mstep: Class 19 contains 10185 members 
Mstep: Class 20 contains 13502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81100144.000000 Penalty: 43318.621094
Iteration 269Q: 14 clusters Score -8.110014e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 183104 members 
Mstep: Class 3 contains 32360 members 
Mstep: Class 4 contains 32177 members 
Mstep: Class 5 contains 43019 members 
Mstep: Class 6 contains 3615 members 
Mstep: Class 7 contains 167270 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 187897 members 
Mstep: Class 14 contains 3665 members 
Mstep: Class 19 contains 10226 members 
Mstep: Class 20 contains 13481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81100304.000000 Penalty: 43318.621094
Iteration 270Q: 14 clusters Score -8.11003e+07 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 182326 members 
Mstep: Class 3 contains 32418 members 
Mstep: Class 4 contains 32274 members 
Mstep: Class 5 contains 42927 members 
Mstep: Class 6 contains 3594 members 
Mstep: Class 7 contains 166537 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 189340 members 
Mstep: Class 14 contains 3659 members 
Mstep: Class 19 contains 10292 members 
Mstep: Class 20 contains 13445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81100584.000000 Penalty: 43318.621094
Iteration 271Q: 14 clusters Score -8.110058e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 181542 members 
Mstep: Class 3 contains 32477 members 
Mstep: Class 4 contains 32375 members 
Mstep: Class 5 contains 42798 members 
Mstep: Class 6 contains 3570 members 
Mstep: Class 7 contains 165796 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 190838 members 
Mstep: Class 14 contains 3651 members 
Mstep: Class 19 contains 10370 members 
Mstep: Class 20 contains 13396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81101136.000000 Penalty: 43318.621094
Iteration 272Q: 14 clusters Score -8.110114e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 180756 members 
Mstep: Class 3 contains 32551 members 
Mstep: Class 4 contains 32460 members 
Mstep: Class 5 contains 42664 members 
Mstep: Class 6 contains 3559 members 
Mstep: Class 7 contains 165078 members 
Mstep: Class 11 contains 4594 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 192274 members 
Mstep: Class 14 contains 3640 members 
Mstep: Class 19 contains 10465 members 
Mstep: Class 20 contains 13372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81101624.000000 Penalty: 43318.621094
Iteration 273Q: 14 clusters Score -8.110162e+07 nChanged 3126
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 179949 members 
Mstep: Class 3 contains 32633 members 
Mstep: Class 4 contains 32548 members 
Mstep: Class 5 contains 42545 members 
Mstep: Class 6 contains 3543 members 
Mstep: Class 7 contains 164427 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 193641 members 
Mstep: Class 14 contains 3630 members 
Mstep: Class 19 contains 10560 members 
Mstep: Class 20 contains 13339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81101928.000000 Penalty: 43318.621094
Iteration 274Q: 14 clusters Score -8.110193e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 179143 members 
Mstep: Class 3 contains 32758 members 
Mstep: Class 4 contains 32651 members 
Mstep: Class 5 contains 42441 members 
Mstep: Class 6 contains 3496 members 
Mstep: Class 7 contains 163808 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 194946 members 
Mstep: Class 14 contains 3622 members 
Mstep: Class 19 contains 10645 members 
Mstep: Class 20 contains 13295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81102176.000000 Penalty: 43318.621094
Iteration 275Q: 14 clusters Score -8.110218e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 178409 members 
Mstep: Class 3 contains 32881 members 
Mstep: Class 4 contains 32738 members 
Mstep: Class 5 contains 42348 members 
Mstep: Class 6 contains 3477 members 
Mstep: Class 7 contains 163209 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 196118 members 
Mstep: Class 14 contains 3615 members 
Mstep: Class 19 contains 10747 members 
Mstep: Class 20 contains 13265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81102304.000000 Penalty: 43318.621094
Iteration 276Q: 14 clusters Score -8.11023e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 177749 members 
Mstep: Class 3 contains 32978 members 
Mstep: Class 4 contains 32837 members 
Mstep: Class 5 contains 42242 members 
Mstep: Class 6 contains 3469 members 
Mstep: Class 7 contains 162676 members 
Mstep: Class 11 contains 4603 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 197168 members 
Mstep: Class 14 contains 3603 members 
Mstep: Class 19 contains 10851 members 
Mstep: Class 20 contains 13226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81102800.000000 Penalty: 43318.621094
Iteration 277Q: 14 clusters Score -8.11028e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 177147 members 
Mstep: Class 3 contains 33068 members 
Mstep: Class 4 contains 32926 members 
Mstep: Class 5 contains 42142 members 
Mstep: Class 6 contains 3431 members 
Mstep: Class 7 contains 162197 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 198143 members 
Mstep: Class 14 contains 3601 members 
Mstep: Class 19 contains 10965 members 
Mstep: Class 20 contains 13185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103040.000000 Penalty: 43318.621094
Iteration 278Q: 14 clusters Score -8.110304e+07 nChanged 2435
Entering ConstructFrom: 
Score: -81103040.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Entering Unmasked Estep 
Score: -290674.531250 Penalty: 1949.325928
	Iteration 0F: 2 clusters Score -290674.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -287741.250000 Penalty: 3898.651855
	Iteration 0F: 3 clusters Score -287741.2 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -288284.437500 Penalty: 3898.651855
	Iteration 1F: 3 clusters Score -288284.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -288434.375000 Penalty: 3898.651855
	Iteration 2F: 3 clusters Score -288434.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -288520.437500 Penalty: 3898.651855
	Iteration 3Q: 3 clusters Score -288520.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -288608.375000 Penalty: 3898.651855
	Iteration 4Q: 3 clusters Score -288608.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -288678.281250 Penalty: 3898.651855
	Iteration 5Q: 3 clusters Score -288678.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -288734.875000 Penalty: 3898.651855
	Iteration 6Q: 3 clusters Score -288734.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -288782.312500 Penalty: 3898.651855
	Iteration 7Q: 3 clusters Score -288782.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -288816.312500 Penalty: 3898.651855
	Iteration 8Q: 3 clusters Score -288816.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -288841.281250 Penalty: 3898.651855
	Iteration 9Q: 3 clusters Score -288841.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -288862.468750 Penalty: 3898.651855
	Iteration 10Q: 3 clusters Score -288862.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -288878.031250 Penalty: 3898.651855
	Iteration 11Q: 3 clusters Score -288878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -288895.531250 Penalty: 3898.651855
	Iteration 12Q: 3 clusters Score -288895.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -288929.531250 Penalty: 3898.651855
	Iteration 13Q: 3 clusters Score -288929.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -288973.000000 Penalty: 3898.651855
	Iteration 14Q: 3 clusters Score -288973 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -289001.875000 Penalty: 3898.651855
	Iteration 15Q: 3 clusters Score -289001.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -289026.093750 Penalty: 3898.651855
	Iteration 16Q: 3 clusters Score -289026.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -289066.812500 Penalty: 3898.651855
	Iteration 17Q: 3 clusters Score -289066.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -289106.406250 Penalty: 3898.651855
	Iteration 18Q: 3 clusters Score -289106.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -289129.875000 Penalty: 3898.651855
	Iteration 19Q: 3 clusters Score -289129.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -289152.562500 Penalty: 3898.651855
	Iteration 20F: 3 clusters Score -289152.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289183.750000 Penalty: 3898.651855
	Iteration 21Q: 3 clusters Score -289183.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -289205.843750 Penalty: 3898.651855
	Iteration 22Q: 3 clusters Score -289205.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -289220.968750 Penalty: 3898.651855
	Iteration 23Q: 3 clusters Score -289221 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -289233.968750 Penalty: 3898.651855
	Iteration 24Q: 3 clusters Score -289234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -289241.500000 Penalty: 3898.651855
	Iteration 25Q: 3 clusters Score -289241.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -289250.093750 Penalty: 3898.651855
	Iteration 26Q: 3 clusters Score -289250.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -289258.406250 Penalty: 3898.651855
	Iteration 27Q: 3 clusters Score -289258.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -289265.281250 Penalty: 3898.651855
	Iteration 28Q: 3 clusters Score -289265.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -289271.187500 Penalty: 3898.651855
	Iteration 29Q: 3 clusters Score -289271.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -289274.937500 Penalty: 3898.651855
	Iteration 30Q: 3 clusters Score -289274.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -289279.437500 Penalty: 3898.651855
	Iteration 31Q: 3 clusters Score -289279.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -289279.812500 Penalty: 3898.651855
	Iteration 32Q: 3 clusters Score -289279.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -289280.906250 Penalty: 3898.651855
	Iteration 33Q: 3 clusters Score -289280.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -289281.343750 Penalty: 3898.651855
	Iteration 34Q: 3 clusters Score -289281.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -289281.343750 Penalty: 3898.651855
	Iteration 35F: 3 clusters Score -289281.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (176520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176520 members 
Entering Unmasked Estep 
Score: -21238676.000000 Penalty: 2996.135010
	Iteration 0F: 2 clusters Score -2.123868e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88030 members 
Mstep: Class 2 contains 88490 members 
Entering Unmasked Estep 
Score: -21121052.000000 Penalty: 5992.270020
	Iteration 0F: 3 clusters Score -2.112105e+07 nChanged 85095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -21170788.000000 Penalty: 5992.270020
	Iteration 1F: 3 clusters Score -2.117079e+07 nChanged 4716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 92349 members 
Entering Unmasked Estep 
Score: -21171676.000000 Penalty: 5992.270020
	Iteration 2Q: 3 clusters Score -2.117168e+07 nChanged 5131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81384 members 
Mstep: Class 2 contains 95136 members 
Entering Unmasked Estep 
Score: -21172980.000000 Penalty: 5992.270020
	Iteration 3Q: 3 clusters Score -2.117298e+07 nChanged 6015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77133 members 
Mstep: Class 2 contains 99387 members 
Entering Unmasked Estep 
Score: -21175240.000000 Penalty: 5992.270020
	Iteration 4Q: 3 clusters Score -2.117524e+07 nChanged 7657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70896 members 
Mstep: Class 2 contains 105624 members 
Entering Unmasked Estep 
Score: -21178976.000000 Penalty: 5992.270020
	Iteration 5Q: 3 clusters Score -2.117898e+07 nChanged 9697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62243 members 
Mstep: Class 2 contains 114277 members 
Entering Unmasked Estep 
Score: -21185384.000000 Penalty: 5992.270020
	Iteration 6F: 3 clusters Score -2.118538e+07 nChanged 11640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 125137 members 
Entering Unmasked Estep 
Score: -21194392.000000 Penalty: 5992.270020
	Iteration 7F: 3 clusters Score -2.119439e+07 nChanged 12066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 136635 members 
Entering Unmasked Estep 
Score: -21204726.000000 Penalty: 5992.270020
	Iteration 8F: 3 clusters Score -2.120473e+07 nChanged 10771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 146924 members 
Entering Unmasked Estep 
Score: -21214162.000000 Penalty: 5992.270020
	Iteration 9F: 3 clusters Score -2.121416e+07 nChanged 8437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -21221394.000000 Penalty: 5992.270020
	Iteration 10Q: 3 clusters Score -2.122139e+07 nChanged 6154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 160755 members 
Entering Unmasked Estep 
Score: -21225962.000000 Penalty: 5992.270020
	Iteration 11Q: 3 clusters Score -2.122596e+07 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 164697 members 
Entering Unmasked Estep 
Score: -21228888.000000 Penalty: 5992.270020
	Iteration 12Q: 3 clusters Score -2.122889e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 167570 members 
Entering Unmasked Estep 
Score: -21230894.000000 Penalty: 5992.270020
	Iteration 13Q: 3 clusters Score -2.123089e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 169707 members 
Entering Unmasked Estep 
Score: -21232330.000000 Penalty: 5992.270020
	Iteration 14Q: 3 clusters Score -2.123233e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 171272 members 
Entering Unmasked Estep 
Score: -21233312.000000 Penalty: 5992.270020
	Iteration 15Q: 3 clusters Score -2.123331e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 172420 members 
Entering Unmasked Estep 
Score: -21234126.000000 Penalty: 5992.270020
	Iteration 16Q: 3 clusters Score -2.123413e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 173284 members 
Entering Unmasked Estep 
Score: -21234520.000000 Penalty: 5992.270020
	Iteration 17Q: 3 clusters Score -2.123452e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 173908 members 
Entering Unmasked Estep 
Score: -21234894.000000 Penalty: 5992.270020
	Iteration 18Q: 3 clusters Score -2.123489e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 174370 members 
Entering Unmasked Estep 
Score: -21235198.000000 Penalty: 5992.270020
	Iteration 19Q: 3 clusters Score -2.12352e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 174701 members 
Entering Unmasked Estep 
Score: -21235412.000000 Penalty: 5992.270020
	Iteration 20F: 3 clusters Score -2.123541e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 174929 members 
Entering Unmasked Estep 
Score: -21235548.000000 Penalty: 5992.270020
	Iteration 21Q: 3 clusters Score -2.123555e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 175104 members 
Entering Unmasked Estep 
Score: -21235656.000000 Penalty: 5992.270020
	Iteration 22Q: 3 clusters Score -2.123566e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 175247 members 
Entering Unmasked Estep 
Score: -21235716.000000 Penalty: 5992.270020
	Iteration 23Q: 3 clusters Score -2.123572e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 175355 members 
Entering Unmasked Estep 
Score: -21235780.000000 Penalty: 5992.270020
	Iteration 24Q: 3 clusters Score -2.123578e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 175415 members 
Entering Unmasked Estep 
Score: -21235838.000000 Penalty: 5992.270020
	Iteration 25Q: 3 clusters Score -2.123584e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 175465 members 
Entering Unmasked Estep 
Score: -21235828.000000 Penalty: 5992.270020
	Iteration 26Q: 3 clusters Score -2.123583e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 175526 members 
Entering Unmasked Estep 
Score: -21235878.000000 Penalty: 5992.270020
	Iteration 27Q: 3 clusters Score -2.123588e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 175562 members 
Entering Unmasked Estep 
Score: -21235916.000000 Penalty: 5992.270020
	Iteration 28Q: 3 clusters Score -2.123592e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 175595 members 
Entering Unmasked Estep 
Score: -21235924.000000 Penalty: 5992.270020
	Iteration 29Q: 3 clusters Score -2.123592e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 175614 members 
Entering Unmasked Estep 
Score: -21235944.000000 Penalty: 5992.270020
	Iteration 30Q: 3 clusters Score -2.123594e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 175628 members 
Entering Unmasked Estep 
Score: -21235952.000000 Penalty: 5992.270020
	Iteration 31Q: 3 clusters Score -2.123595e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 175649 members 
Entering Unmasked Estep 
Score: -21235974.000000 Penalty: 5992.270020
	Iteration 32Q: 3 clusters Score -2.123597e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 175667 members 
Entering Unmasked Estep 
Score: -21235962.000000 Penalty: 5992.270020
	Iteration 33Q: 3 clusters Score -2.123596e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 175678 members 
Entering Unmasked Estep 
Score: -21235980.000000 Penalty: 5992.270020
	Iteration 34Q: 3 clusters Score -2.123598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 175684 members 
Entering Unmasked Estep 
Score: -21235988.000000 Penalty: 5992.270020
	Iteration 35Q: 3 clusters Score -2.123599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 175691 members 
Entering Unmasked Estep 
Score: -21235996.000000 Penalty: 5992.270020
	Iteration 36Q: 3 clusters Score -2.1236e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 175699 members 
Entering Unmasked Estep 
Score: -21235994.000000 Penalty: 5992.270020
	Iteration 37Q: 3 clusters Score -2.123599e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 175706 members 
Entering Unmasked Estep 
Score: -21236000.000000 Penalty: 5992.270020
	Iteration 38Q: 3 clusters Score -2.1236e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 175714 members 
Entering Unmasked Estep 
Score: -21236022.000000 Penalty: 5992.270020
	Iteration 39Q: 3 clusters Score -2.123602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 175719 members 
Entering Unmasked Estep 
Score: -21236020.000000 Penalty: 5992.270020
	Iteration 40F: 3 clusters Score -2.123602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 175721 members 
Entering Unmasked Estep 
Score: -21236010.000000 Penalty: 5992.270020
	Iteration 41Q: 3 clusters Score -2.123601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 175724 members 
Entering Unmasked Estep 
Score: -21236010.000000 Penalty: 5992.270020
	Iteration 42Q: 3 clusters Score -2.123601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 175726 members 
Entering Unmasked Estep 
Score: -21236012.000000 Penalty: 5992.270020
	Iteration 43Q: 3 clusters Score -2.123601e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 175728 members 
Entering Unmasked Estep 
Score: -21236018.000000 Penalty: 5992.270020
	Iteration 44Q: 3 clusters Score -2.123602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 175730 members 
Entering Unmasked Estep 
Score: -21236020.000000 Penalty: 5992.270020
	Iteration 45Q: 3 clusters Score -2.123602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 175732 members 
Entering Unmasked Estep 
Score: -21236024.000000 Penalty: 5992.270020
	Iteration 46Q: 3 clusters Score -2.123602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -21236026.000000 Penalty: 5992.270020
	Iteration 47Q: 3 clusters Score -2.123603e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 175734 members 
Entering Unmasked Estep 
Score: -21236026.000000 Penalty: 5992.270020
	Iteration 48F: 3 clusters Score -2.123603e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Entering Unmasked Estep 
Score: -3970263.750000 Penalty: 2581.449219
	Iteration 0F: 2 clusters Score -3970264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3947617.750000 Penalty: 5162.898438
	Iteration 0F: 3 clusters Score -3947618 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3955740.000000 Penalty: 5162.898438
	Iteration 1F: 3 clusters Score -3955740 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16920 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3956065.500000 Penalty: 5162.898438
	Iteration 2Q: 3 clusters Score -3956066 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -3956372.750000 Penalty: 5162.898438
	Iteration 3Q: 3 clusters Score -3956373 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -3956695.000000 Penalty: 5162.898438
	Iteration 4Q: 3 clusters Score -3956695 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -3957001.000000 Penalty: 5162.898438
	Iteration 5Q: 3 clusters Score -3957001 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -3957326.250000 Penalty: 5162.898438
	Iteration 6Q: 3 clusters Score -3957326 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -3957705.750000 Penalty: 5162.898438
	Iteration 7Q: 3 clusters Score -3957706 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 13816 members 
Entering Unmasked Estep 
Score: -3958203.000000 Penalty: 5162.898438
	Iteration 8Q: 3 clusters Score -3958203 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -3958953.250000 Penalty: 5162.898438
	Iteration 9Q: 3 clusters Score -3958953 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -3960132.750000 Penalty: 5162.898438
	Iteration 10F: 3 clusters Score -3960133 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -3961847.000000 Penalty: 5162.898438
	Iteration 11F: 3 clusters Score -3961847 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -3964162.750000 Penalty: 5162.898438
	Iteration 12F: 3 clusters Score -3964163 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3966226.250000 Penalty: 5162.898438
	Iteration 13F: 3 clusters Score -3966226 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -3967229.500000 Penalty: 5162.898438
	Iteration 14Q: 3 clusters Score -3967230 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3967707.750000 Penalty: 5162.898438
	Iteration 15Q: 3 clusters Score -3967708 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -3967906.500000 Penalty: 5162.898438
	Iteration 16Q: 3 clusters Score -3967906 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3968033.750000 Penalty: 5162.898438
	Iteration 17Q: 3 clusters Score -3968034 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3968105.000000 Penalty: 5162.898438
	Iteration 18Q: 3 clusters Score -3968105 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -3968140.500000 Penalty: 5162.898438
	Iteration 19Q: 3 clusters Score -3968140 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -3968163.750000 Penalty: 5162.898438
	Iteration 20F: 3 clusters Score -3968164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3968184.750000 Penalty: 5162.898438
	Iteration 21Q: 3 clusters Score -3968185 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3968192.250000 Penalty: 5162.898438
	Iteration 22Q: 3 clusters Score -3968192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -3968184.250000 Penalty: 5162.898438
	Iteration 23Q: 3 clusters Score -3968184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24726 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -3968199.750000 Penalty: 5162.898438
	Iteration 24Q: 3 clusters Score -3968200 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -3968193.250000 Penalty: 5162.898438
	Iteration 25Q: 3 clusters Score -3968193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -3968188.750000 Penalty: 5162.898438
	Iteration 26Q: 3 clusters Score -3968189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3968196.500000 Penalty: 5162.898438
	Iteration 27Q: 3 clusters Score -3968196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -3968197.500000 Penalty: 5162.898438
	Iteration 28Q: 3 clusters Score -3968198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -3968193.250000 Penalty: 5162.898438
	Iteration 29Q: 3 clusters Score -3968193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3968182.250000 Penalty: 5162.898438
	Iteration 30Q: 3 clusters Score -3968182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24810 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -3968188.250000 Penalty: 5162.898438
	Iteration 31Q: 3 clusters Score -3968188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3968180.250000 Penalty: 5162.898438
	Iteration 32Q: 3 clusters Score -3968180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24831 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -3968190.750000 Penalty: 5162.898438
	Iteration 33Q: 3 clusters Score -3968191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3968186.500000 Penalty: 5162.898438
	Iteration 34Q: 3 clusters Score -3968186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3968193.250000 Penalty: 5162.898438
	Iteration 35Q: 3 clusters Score -3968193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3968196.250000 Penalty: 5162.898438
	Iteration 36Q: 3 clusters Score -3968196 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -3968197.250000 Penalty: 5162.898438
	Iteration 37Q: 3 clusters Score -3968197 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -3968195.500000 Penalty: 5162.898438
	Iteration 38Q: 3 clusters Score -3968196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -3968191.000000 Penalty: 5162.898438
	Iteration 39Q: 3 clusters Score -3968191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -3968189.000000 Penalty: 5162.898438
	Iteration 40F: 3 clusters Score -3968189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -3968187.250000 Penalty: 5162.898438
	Iteration 41Q: 3 clusters Score -3968187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24881 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -3968188.500000 Penalty: 5162.898438
	Iteration 42Q: 3 clusters Score -3968188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24882 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3968189.750000 Penalty: 5162.898438
	Iteration 43Q: 3 clusters Score -3968190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24883 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -3968193.000000 Penalty: 5162.898438
	Iteration 44Q: 3 clusters Score -3968193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24886 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -3968194.500000 Penalty: 5162.898438
	Iteration 45Q: 3 clusters Score -3968194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3968192.750000 Penalty: 5162.898438
	Iteration 46Q: 3 clusters Score -3968193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -3968199.750000 Penalty: 5162.898438
	Iteration 47Q: 3 clusters Score -3968200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -3968202.000000 Penalty: 5162.898438
	Iteration 48Q: 3 clusters Score -3968202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3968194.750000 Penalty: 5162.898438
	Iteration 49Q: 3 clusters Score -3968195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24900 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -3968193.500000 Penalty: 5162.898438
	Iteration 50Q: 3 clusters Score -3968194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24901 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -3968191.750000 Penalty: 5162.898438
	Iteration 51Q: 3 clusters Score -3968192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3968189.500000 Penalty: 5162.898438
	Iteration 52Q: 3 clusters Score -3968190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3968186.750000 Penalty: 5162.898438
	Iteration 53Q: 3 clusters Score -3968187 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -3968186.750000 Penalty: 5162.898438
	Iteration 54F: 3 clusters Score -3968187 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (33026 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33026 members 
Entering Unmasked Estep 
Score: -3833095.500000 Penalty: 2580.452393
	Iteration 0F: 2 clusters Score -3833096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -3810498.500000 Penalty: 5160.904785
	Iteration 0F: 3 clusters Score -3810498 nChanged 15218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3818625.500000 Penalty: 5160.904785
	Iteration 1F: 3 clusters Score -3818626 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -3818992.750000 Penalty: 5160.904785
	Iteration 2Q: 3 clusters Score -3818993 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -3819299.750000 Penalty: 5160.904785
	Iteration 3Q: 3 clusters Score -3819300 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -3819569.250000 Penalty: 5160.904785
	Iteration 4Q: 3 clusters Score -3819569 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -3819772.750000 Penalty: 5160.904785
	Iteration 5Q: 3 clusters Score -3819773 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15033 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -3819983.750000 Penalty: 5160.904785
	Iteration 6Q: 3 clusters Score -3819984 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -3820263.250000 Penalty: 5160.904785
	Iteration 7Q: 3 clusters Score -3820263 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -3820618.250000 Penalty: 5160.904785
	Iteration 8Q: 3 clusters Score -3820618 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12452 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3821125.500000 Penalty: 5160.904785
	Iteration 9Q: 3 clusters Score -3821126 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -3821977.500000 Penalty: 5160.904785
	Iteration 10Q: 3 clusters Score -3821978 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -3823262.750000 Penalty: 5160.904785
	Iteration 11F: 3 clusters Score -3823263 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -3825222.750000 Penalty: 5160.904785
	Iteration 12F: 3 clusters Score -3825223 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 28574 members 
Entering Unmasked Estep 
Score: -3827597.750000 Penalty: 5160.904785
	Iteration 13F: 3 clusters Score -3827598 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3829622.250000 Penalty: 5160.904785
	Iteration 14F: 3 clusters Score -3829622 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -3830842.250000 Penalty: 5160.904785
	Iteration 15Q: 3 clusters Score -3830842 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 32101 members 
Entering Unmasked Estep 
Score: -3831421.500000 Penalty: 5160.904785
	Iteration 16Q: 3 clusters Score -3831422 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -3831685.500000 Penalty: 5160.904785
	Iteration 17Q: 3 clusters Score -3831686 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3831801.250000 Penalty: 5160.904785
	Iteration 18Q: 3 clusters Score -3831801 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 32375 members 
Entering Unmasked Estep 
Score: -3831847.000000 Penalty: 5160.904785
	Iteration 19Q: 3 clusters Score -3831847 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3831876.250000 Penalty: 5160.904785
	Iteration 20F: 3 clusters Score -3831876 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3831895.750000 Penalty: 5160.904785
	Iteration 21Q: 3 clusters Score -3831896 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -3831903.250000 Penalty: 5160.904785
	Iteration 22Q: 3 clusters Score -3831903 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3831906.750000 Penalty: 5160.904785
	Iteration 23Q: 3 clusters Score -3831907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3831907.750000 Penalty: 5160.904785
	Iteration 24Q: 3 clusters Score -3831908 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -3831907.500000 Penalty: 5160.904785
	Iteration 25Q: 3 clusters Score -3831908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -3831907.750000 Penalty: 5160.904785
	Iteration 26Q: 3 clusters Score -3831908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -3831905.500000 Penalty: 5160.904785
	Iteration 27Q: 3 clusters Score -3831906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3831904.250000 Penalty: 5160.904785
	Iteration 28Q: 3 clusters Score -3831904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 32377 members 
Entering Unmasked Estep 
Score: -3831904.250000 Penalty: 5160.904785
	Iteration 29F: 3 clusters Score -3831904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (42049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42049 members 
Entering Unmasked Estep 
Score: -5112140.500000 Penalty: 2640.354492
	Iteration 0F: 2 clusters Score -5112140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20866 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -5083770.500000 Penalty: 5280.708984
	Iteration 0F: 3 clusters Score -5083770 nChanged 19223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19765 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -5094328.500000 Penalty: 5280.708984
	Iteration 1F: 3 clusters Score -5094328 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 22992 members 
Entering Unmasked Estep 
Score: -5094863.500000 Penalty: 5280.708984
	Iteration 2Q: 3 clusters Score -5094864 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 24088 members 
Entering Unmasked Estep 
Score: -5095475.000000 Penalty: 5280.708984
	Iteration 3Q: 3 clusters Score -5095475 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 25619 members 
Entering Unmasked Estep 
Score: -5096294.500000 Penalty: 5280.708984
	Iteration 4Q: 3 clusters Score -5096294 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 27660 members 
Entering Unmasked Estep 
Score: -5097504.000000 Penalty: 5280.708984
	Iteration 5F: 3 clusters Score -5097504 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 30261 members 
Entering Unmasked Estep 
Score: -5099353.500000 Penalty: 5280.708984
	Iteration 6F: 3 clusters Score -5099354 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -5101849.500000 Penalty: 5280.708984
	Iteration 7F: 3 clusters Score -5101850 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 36330 members 
Entering Unmasked Estep 
Score: -5104573.500000 Penalty: 5280.708984
	Iteration 8F: 3 clusters Score -5104574 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 38760 members 
Entering Unmasked Estep 
Score: -5106848.500000 Penalty: 5280.708984
	Iteration 9F: 3 clusters Score -5106848 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 40373 members 
Entering Unmasked Estep 
Score: -5108372.500000 Penalty: 5280.708984
	Iteration 10Q: 3 clusters Score -5108372 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -5109078.000000 Penalty: 5280.708984
	Iteration 11Q: 3 clusters Score -5109078 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 41491 members 
Entering Unmasked Estep 
Score: -5109438.000000 Penalty: 5280.708984
	Iteration 12Q: 3 clusters Score -5109438 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 41635 members 
Entering Unmasked Estep 
Score: -5109631.000000 Penalty: 5280.708984
	Iteration 13Q: 3 clusters Score -5109631 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -5109729.000000 Penalty: 5280.708984
	Iteration 14Q: 3 clusters Score -5109729 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -5109791.000000 Penalty: 5280.708984
	Iteration 15Q: 3 clusters Score -5109791 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -5109820.500000 Penalty: 5280.708984
	Iteration 16Q: 3 clusters Score -5109820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -5109832.500000 Penalty: 5280.708984
	Iteration 17Q: 3 clusters Score -5109832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 41786 members 
Entering Unmasked Estep 
Score: -5109846.500000 Penalty: 5280.708984
	Iteration 18Q: 3 clusters Score -5109846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -5109852.000000 Penalty: 5280.708984
	Iteration 19Q: 3 clusters Score -5109852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -5109861.500000 Penalty: 5280.708984
	Iteration 20F: 3 clusters Score -5109862 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (3399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Entering Unmasked Estep 
Score: -418642.500000 Penalty: 2016.546753
	Iteration 0F: 2 clusters Score -418642.5 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 1714 members 
Entering Unmasked Estep 
Score: -415075.031250 Penalty: 4033.093506
	Iteration 0F: 3 clusters Score -415075 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -415795.125000 Penalty: 4033.093506
	Iteration 1F: 3 clusters Score -415795.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -415982.750000 Penalty: 4033.093506
	Iteration 2F: 3 clusters Score -415982.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -416102.156250 Penalty: 4033.093506
	Iteration 3F: 3 clusters Score -416102.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -416170.937500 Penalty: 4033.093506
	Iteration 4Q: 3 clusters Score -416170.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -416210.562500 Penalty: 4033.093506
	Iteration 5Q: 3 clusters Score -416210.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -416236.531250 Penalty: 4033.093506
	Iteration 6Q: 3 clusters Score -416236.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -416253.625000 Penalty: 4033.093506
	Iteration 7Q: 3 clusters Score -416253.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -416266.906250 Penalty: 4033.093506
	Iteration 8Q: 3 clusters Score -416266.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -416273.062500 Penalty: 4033.093506
	Iteration 9Q: 3 clusters Score -416273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -416277.718750 Penalty: 4033.093506
	Iteration 10Q: 3 clusters Score -416277.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -416280.000000 Penalty: 4033.093506
	Iteration 11Q: 3 clusters Score -416280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -416282.687500 Penalty: 4033.093506
	Iteration 12Q: 3 clusters Score -416282.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -416283.125000 Penalty: 4033.093506
	Iteration 13Q: 3 clusters Score -416283.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -416284.968750 Penalty: 4033.093506
	Iteration 14Q: 3 clusters Score -416285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -416287.343750 Penalty: 4033.093506
	Iteration 15Q: 3 clusters Score -416287.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -416288.843750 Penalty: 4033.093506
	Iteration 16Q: 3 clusters Score -416288.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -416292.343750 Penalty: 4033.093506
	Iteration 17Q: 3 clusters Score -416292.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -416294.750000 Penalty: 4033.093506
	Iteration 18Q: 3 clusters Score -416294.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -416296.937500 Penalty: 4033.093506
	Iteration 19Q: 3 clusters Score -416296.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -416297.500000 Penalty: 4033.093506
	Iteration 20F: 3 clusters Score -416297.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -416298.406250 Penalty: 4033.093506
	Iteration 21Q: 3 clusters Score -416298.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -416301.062500 Penalty: 4033.093506
	Iteration 22Q: 3 clusters Score -416301.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -416302.437500 Penalty: 4033.093506
	Iteration 23Q: 3 clusters Score -416302.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -416303.812500 Penalty: 4033.093506
	Iteration 24Q: 3 clusters Score -416303.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -416304.593750 Penalty: 4033.093506
	Iteration 25Q: 3 clusters Score -416304.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -416305.812500 Penalty: 4033.093506
	Iteration 26Q: 3 clusters Score -416305.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -416305.625000 Penalty: 4033.093506
	Iteration 27Q: 3 clusters Score -416305.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -416306.562500 Penalty: 4033.093506
	Iteration 28Q: 3 clusters Score -416306.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -416306.562500 Penalty: 4033.093506
	Iteration 29F: 3 clusters Score -416306.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (161801 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161801 members 
Entering Unmasked Estep 
Score: -19464156.000000 Penalty: 2974.542480
	Iteration 0F: 2 clusters Score -1.946416e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81161 members 
Mstep: Class 2 contains 80640 members 
Entering Unmasked Estep 
Score: -19358098.000000 Penalty: 5949.084961
	Iteration 0F: 3 clusters Score -1.93581e+07 nChanged 77371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 77475 members 
Entering Unmasked Estep 
Score: -19403092.000000 Penalty: 5949.084961
	Iteration 1F: 3 clusters Score -1.940309e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86720 members 
Mstep: Class 2 contains 75081 members 
Entering Unmasked Estep 
Score: -19404810.000000 Penalty: 5949.084961
	Iteration 2Q: 3 clusters Score -1.940481e+07 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90367 members 
Mstep: Class 2 contains 71434 members 
Entering Unmasked Estep 
Score: -19407346.000000 Penalty: 5949.084961
	Iteration 3Q: 3 clusters Score -1.940735e+07 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95551 members 
Mstep: Class 2 contains 66250 members 
Entering Unmasked Estep 
Score: -19411324.000000 Penalty: 5949.084961
	Iteration 4Q: 3 clusters Score -1.941132e+07 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102602 members 
Mstep: Class 2 contains 59199 members 
Entering Unmasked Estep 
Score: -19417292.000000 Penalty: 5949.084961
	Iteration 5F: 3 clusters Score -1.941729e+07 nChanged 10855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111431 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -19424944.000000 Penalty: 5949.084961
	Iteration 6F: 3 clusters Score -1.942494e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120898 members 
Mstep: Class 2 contains 40903 members 
Entering Unmasked Estep 
Score: -19433644.000000 Penalty: 5949.084961
	Iteration 7F: 3 clusters Score -1.943364e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129520 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -19441670.000000 Penalty: 5949.084961
	Iteration 8F: 3 clusters Score -1.944167e+07 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136405 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -19448158.000000 Penalty: 5949.084961
	Iteration 9Q: 3 clusters Score -1.944816e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141424 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -19452468.000000 Penalty: 5949.084961
	Iteration 10Q: 3 clusters Score -1.945247e+07 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145149 members 
Mstep: Class 2 contains 16652 members 
Entering Unmasked Estep 
Score: -19455154.000000 Penalty: 5949.084961
	Iteration 11Q: 3 clusters Score -1.945515e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148034 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -19456852.000000 Penalty: 5949.084961
	Iteration 12Q: 3 clusters Score -1.945685e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150370 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -19457970.000000 Penalty: 5949.084961
	Iteration 13Q: 3 clusters Score -1.945797e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152351 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -19459016.000000 Penalty: 5949.084961
	Iteration 14Q: 3 clusters Score -1.945902e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153974 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -19459578.000000 Penalty: 5949.084961
	Iteration 15Q: 3 clusters Score -1.945958e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155366 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -19460148.000000 Penalty: 5949.084961
	Iteration 16Q: 3 clusters Score -1.946015e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156466 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -19460508.000000 Penalty: 5949.084961
	Iteration 17Q: 3 clusters Score -1.946051e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157325 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -19460760.000000 Penalty: 5949.084961
	Iteration 18Q: 3 clusters Score -1.946076e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158037 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -19461122.000000 Penalty: 5949.084961
	Iteration 19Q: 3 clusters Score -1.946112e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158596 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -19461242.000000 Penalty: 5949.084961
	Iteration 20F: 3 clusters Score -1.946124e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159061 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -19461436.000000 Penalty: 5949.084961
	Iteration 21Q: 3 clusters Score -1.946144e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159379 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -19461596.000000 Penalty: 5949.084961
	Iteration 22Q: 3 clusters Score -1.94616e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159629 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -19461688.000000 Penalty: 5949.084961
	Iteration 23Q: 3 clusters Score -1.946169e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159812 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -19461750.000000 Penalty: 5949.084961
	Iteration 24Q: 3 clusters Score -1.946175e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -19461758.000000 Penalty: 5949.084961
	Iteration 25Q: 3 clusters Score -1.946176e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160036 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -19461864.000000 Penalty: 5949.084961
	Iteration 26Q: 3 clusters Score -1.946186e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160120 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -19461866.000000 Penalty: 5949.084961
	Iteration 27Q: 3 clusters Score -1.946187e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160195 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -19461924.000000 Penalty: 5949.084961
	Iteration 28Q: 3 clusters Score -1.946192e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160246 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19461930.000000 Penalty: 5949.084961
	Iteration 29Q: 3 clusters Score -1.946193e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160291 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -19461924.000000 Penalty: 5949.084961
	Iteration 30Q: 3 clusters Score -1.946192e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160328 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -19461942.000000 Penalty: 5949.084961
	Iteration 31Q: 3 clusters Score -1.946194e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160355 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -19461944.000000 Penalty: 5949.084961
	Iteration 32Q: 3 clusters Score -1.946194e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160378 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -19461960.000000 Penalty: 5949.084961
	Iteration 33Q: 3 clusters Score -1.946196e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160395 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -19461982.000000 Penalty: 5949.084961
	Iteration 34Q: 3 clusters Score -1.946198e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160415 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -19461968.000000 Penalty: 5949.084961
	Iteration 35Q: 3 clusters Score -1.946197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160435 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -19461986.000000 Penalty: 5949.084961
	Iteration 36Q: 3 clusters Score -1.946199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -19461990.000000 Penalty: 5949.084961
	Iteration 37Q: 3 clusters Score -1.946199e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160462 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -19461990.000000 Penalty: 5949.084961
	Iteration 38Q: 3 clusters Score -1.946199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160469 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -19461976.000000 Penalty: 5949.084961
	Iteration 39Q: 3 clusters Score -1.946198e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160474 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -19461988.000000 Penalty: 5949.084961
	Iteration 40F: 3 clusters Score -1.946199e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160479 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -19461988.000000 Penalty: 5949.084961
	Iteration 41Q: 3 clusters Score -1.946199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160487 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -19461994.000000 Penalty: 5949.084961
	Iteration 42Q: 3 clusters Score -1.946199e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160495 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -19462006.000000 Penalty: 5949.084961
	Iteration 43Q: 3 clusters Score -1.946201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160503 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -19462010.000000 Penalty: 5949.084961
	Iteration 44Q: 3 clusters Score -1.946201e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160511 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -19462016.000000 Penalty: 5949.084961
	Iteration 45Q: 3 clusters Score -1.946202e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160522 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -19462024.000000 Penalty: 5949.084961
	Iteration 46Q: 3 clusters Score -1.946202e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160533 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19462026.000000 Penalty: 5949.084961
	Iteration 47Q: 3 clusters Score -1.946203e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160547 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -19462038.000000 Penalty: 5949.084961
	Iteration 48Q: 3 clusters Score -1.946204e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160560 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -19462048.000000 Penalty: 5949.084961
	Iteration 49Q: 3 clusters Score -1.946205e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160568 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -19462046.000000 Penalty: 5949.084961
	Iteration 50Q: 3 clusters Score -1.946205e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160575 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -19462060.000000 Penalty: 5949.084961
	Iteration 51Q: 3 clusters Score -1.946206e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160592 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -19462060.000000 Penalty: 5949.084961
	Iteration 52Q: 3 clusters Score -1.946206e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160599 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -19462068.000000 Penalty: 5949.084961
	Iteration 53Q: 3 clusters Score -1.946207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160603 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -19462068.000000 Penalty: 5949.084961
	Iteration 54Q: 3 clusters Score -1.946207e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160605 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -19462078.000000 Penalty: 5949.084961
	Iteration 55Q: 3 clusters Score -1.946208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160608 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -19462080.000000 Penalty: 5949.084961
	Iteration 56Q: 3 clusters Score -1.946208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160610 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -19462078.000000 Penalty: 5949.084961
	Iteration 57Q: 3 clusters Score -1.946208e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160612 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -19462076.000000 Penalty: 5949.084961
	Iteration 58Q: 3 clusters Score -1.946208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160611 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19462078.000000 Penalty: 5949.084961
	Iteration 59Q: 3 clusters Score -1.946208e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160617 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -19462078.000000 Penalty: 5949.084961
	Iteration 60F: 3 clusters Score -1.946208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160622 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -19462082.000000 Penalty: 5949.084961
	Iteration 61Q: 3 clusters Score -1.946208e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160629 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -19462078.000000 Penalty: 5949.084961
	Iteration 62Q: 3 clusters Score -1.946208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160636 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19462082.000000 Penalty: 5949.084961
	Iteration 63Q: 3 clusters Score -1.946208e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160645 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -19462098.000000 Penalty: 5949.084961
	Iteration 64Q: 3 clusters Score -1.94621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160651 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -19462096.000000 Penalty: 5949.084961
	Iteration 65Q: 3 clusters Score -1.94621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160655 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -19462102.000000 Penalty: 5949.084961
	Iteration 66Q: 3 clusters Score -1.94621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160660 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -19462104.000000 Penalty: 5949.084961
	Iteration 67Q: 3 clusters Score -1.94621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160666 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -19462102.000000 Penalty: 5949.084961
	Iteration 68Q: 3 clusters Score -1.94621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160669 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -19462098.000000 Penalty: 5949.084961
	Iteration 69Q: 3 clusters Score -1.94621e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160673 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -19462086.000000 Penalty: 5949.084961
	Iteration 70Q: 3 clusters Score -1.946209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160677 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -19462090.000000 Penalty: 5949.084961
	Iteration 71Q: 3 clusters Score -1.946209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160680 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -19462076.000000 Penalty: 5949.084961
	Iteration 72Q: 3 clusters Score -1.946208e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160684 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -19462094.000000 Penalty: 5949.084961
	Iteration 73Q: 3 clusters Score -1.946209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160688 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -19462094.000000 Penalty: 5949.084961
	Iteration 74Q: 3 clusters Score -1.946209e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160693 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -19462098.000000 Penalty: 5949.084961
	Iteration 75Q: 3 clusters Score -1.94621e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160698 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -19462116.000000 Penalty: 5949.084961
	Iteration 76Q: 3 clusters Score -1.946212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160704 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -19462110.000000 Penalty: 5949.084961
	Iteration 77Q: 3 clusters Score -1.946211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160710 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -19462116.000000 Penalty: 5949.084961
	Iteration 78Q: 3 clusters Score -1.946212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160716 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -19462116.000000 Penalty: 5949.084961
	Iteration 79Q: 3 clusters Score -1.946212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160717 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -19462122.000000 Penalty: 5949.084961
	Iteration 80F: 3 clusters Score -1.946212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160717 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -19462132.000000 Penalty: 5949.084961
	Iteration 81Q: 3 clusters Score -1.946213e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160718 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19462122.000000 Penalty: 5949.084961
	Iteration 82Q: 3 clusters Score -1.946212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -19462114.000000 Penalty: 5949.084961
	Iteration 83Q: 3 clusters Score -1.946211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160720 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -19462116.000000 Penalty: 5949.084961
	Iteration 84Q: 3 clusters Score -1.946212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160719 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -19462116.000000 Penalty: 5949.084961
	Iteration 85Q: 3 clusters Score -1.946212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160718 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19462116.000000 Penalty: 5949.084961
	Iteration 86Q: 3 clusters Score -1.946212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160717 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -19462110.000000 Penalty: 5949.084961
	Iteration 87Q: 3 clusters Score -1.946211e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -19462116.000000 Penalty: 5949.084961
	Iteration 88Q: 3 clusters Score -1.946212e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -19462118.000000 Penalty: 5949.084961
	Iteration 89Q: 3 clusters Score -1.946212e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160715 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -19462118.000000 Penalty: 5949.084961
	Iteration 90F: 3 clusters Score -1.946212e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -540749.625000 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -540749.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -536490.062500 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -536490.1 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -537458.937500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -537458.9 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -537712.500000 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -537712.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -537896.750000 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -537896.8 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -538033.000000 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -538033 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -538139.562500 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -538139.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -538240.812500 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -538240.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -538331.875000 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -538331.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -538408.562500 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -538408.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -538477.437500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -538477.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -538536.687500 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -538536.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -538592.062500 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -538592.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -538642.125000 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -538642.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -538696.750000 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -538696.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -538761.125000 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -538761.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -538823.062500 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -538823.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -538908.500000 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -538908.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -538997.250000 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -538997.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -539069.625000 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -539069.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -539130.875000 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -539130.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -539177.875000 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -539177.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -539213.625000 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -539213.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -539259.875000 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -539259.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -539299.437500 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -539299.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -539325.937500 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -539325.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -539344.625000 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -539344.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -539356.250000 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -539356.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -539365.187500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -539365.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -539371.250000 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -539371.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -539379.500000 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -539379.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -539391.937500 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -539391.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -539399.562500 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -539399.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -539402.125000 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -539402.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -539406.562500 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -539406.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -539408.187500 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -539408.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -539411.625000 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -539411.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -539415.250000 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -539415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -539423.062500 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -539423.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -539434.875000 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -539434.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -539446.375000 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -539446.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -539455.750000 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -539455.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -539464.562500 Penalty: 4183.278320
	Iteration 41Q: 3 clusters Score -539464.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -539477.000000 Penalty: 4183.278320
	Iteration 42Q: 3 clusters Score -539477 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -539491.562500 Penalty: 4183.278320
	Iteration 43Q: 3 clusters Score -539491.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -539503.937500 Penalty: 4183.278320
	Iteration 44Q: 3 clusters Score -539503.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -539515.437500 Penalty: 4183.278320
	Iteration 45Q: 3 clusters Score -539515.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -539523.437500 Penalty: 4183.278320
	Iteration 46Q: 3 clusters Score -539523.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -539529.000000 Penalty: 4183.278320
	Iteration 47Q: 3 clusters Score -539529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -539535.687500 Penalty: 4183.278320
	Iteration 48Q: 3 clusters Score -539535.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -539542.062500 Penalty: 4183.278320
	Iteration 49Q: 3 clusters Score -539542.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -539549.125000 Penalty: 4183.278320
	Iteration 50Q: 3 clusters Score -539549.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -539552.625000 Penalty: 4183.278320
	Iteration 51Q: 3 clusters Score -539552.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -539556.625000 Penalty: 4183.278320
	Iteration 52Q: 3 clusters Score -539556.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -539559.937500 Penalty: 4183.278320
	Iteration 53Q: 3 clusters Score -539559.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -539563.312500 Penalty: 4183.278320
	Iteration 54Q: 3 clusters Score -539563.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -539567.625000 Penalty: 4183.278320
	Iteration 55Q: 3 clusters Score -539567.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -539572.687500 Penalty: 4183.278320
	Iteration 56Q: 3 clusters Score -539572.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -539577.062500 Penalty: 4183.278320
	Iteration 57Q: 3 clusters Score -539577.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -539582.687500 Penalty: 4183.278320
	Iteration 58Q: 3 clusters Score -539582.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -539584.937500 Penalty: 4183.278320
	Iteration 59Q: 3 clusters Score -539584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -539589.375000 Penalty: 4183.278320
	Iteration 60F: 3 clusters Score -539589.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -539594.250000 Penalty: 4183.278320
	Iteration 61Q: 3 clusters Score -539594.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -539599.625000 Penalty: 4183.278320
	Iteration 62Q: 3 clusters Score -539599.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -539604.562500 Penalty: 4183.278320
	Iteration 63Q: 3 clusters Score -539604.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -539610.187500 Penalty: 4183.278320
	Iteration 64Q: 3 clusters Score -539610.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -539614.000000 Penalty: 4183.278320
	Iteration 65Q: 3 clusters Score -539614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -539617.500000 Penalty: 4183.278320
	Iteration 66Q: 3 clusters Score -539617.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -539618.937500 Penalty: 4183.278320
	Iteration 67Q: 3 clusters Score -539618.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -539619.187500 Penalty: 4183.278320
	Iteration 68Q: 3 clusters Score -539619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -539619.187500 Penalty: 4183.278320
	Iteration 69F: 3 clusters Score -539619.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -39177.265625 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -39177.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -37828.480469 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -37828.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38009.359375 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -38009.36 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -38077.003906 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -38077 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38118.339844 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -38118.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -38133.765625 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -38133.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -38143.585938 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -38143.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38151.519531 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -38151.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -38151.519531 Penalty: 2974.240234
	Iteration 7F: 3 clusters Score -38151.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (199011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199011 members 
Entering Unmasked Estep 
Score: -24030544.000000 Penalty: 3025.876709
	Iteration 0F: 2 clusters Score -2.403054e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99121 members 
Mstep: Class 2 contains 99890 members 
Entering Unmasked Estep 
Score: -23903114.000000 Penalty: 6051.753418
	Iteration 0F: 3 clusters Score -2.390311e+07 nChanged 95737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92430 members 
Mstep: Class 2 contains 106581 members 
Entering Unmasked Estep 
Score: -23959250.000000 Penalty: 6051.753418
	Iteration 1F: 3 clusters Score -2.395925e+07 nChanged 6292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88102 members 
Mstep: Class 2 contains 110909 members 
Entering Unmasked Estep 
Score: -23961024.000000 Penalty: 6051.753418
	Iteration 2Q: 3 clusters Score -2.396102e+07 nChanged 7745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 117550 members 
Entering Unmasked Estep 
Score: -23963872.000000 Penalty: 6051.753418
	Iteration 3Q: 3 clusters Score -2.396387e+07 nChanged 10308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71543 members 
Mstep: Class 2 contains 127468 members 
Entering Unmasked Estep 
Score: -23969316.000000 Penalty: 6051.753418
	Iteration 4F: 3 clusters Score -2.396932e+07 nChanged 14152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57495 members 
Mstep: Class 2 contains 141516 members 
Entering Unmasked Estep 
Score: -23979072.000000 Penalty: 6051.753418
	Iteration 5F: 3 clusters Score -2.397907e+07 nChanged 17720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 159228 members 
Entering Unmasked Estep 
Score: -23994046.000000 Penalty: 6051.753418
	Iteration 6F: 3 clusters Score -2.399405e+07 nChanged 17891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 177119 members 
Entering Unmasked Estep 
Score: -24009658.000000 Penalty: 6051.753418
	Iteration 7F: 3 clusters Score -2.400966e+07 nChanged 12374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 189493 members 
Entering Unmasked Estep 
Score: -24020370.000000 Penalty: 6051.753418
	Iteration 8F: 3 clusters Score -2.402037e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 195528 members 
Entering Unmasked Estep 
Score: -24025134.000000 Penalty: 6051.753418
	Iteration 9Q: 3 clusters Score -2.402513e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 197686 members 
Entering Unmasked Estep 
Score: -24026662.000000 Penalty: 6051.753418
	Iteration 10Q: 3 clusters Score -2.402666e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 198368 members 
Entering Unmasked Estep 
Score: -24027282.000000 Penalty: 6051.753418
	Iteration 11Q: 3 clusters Score -2.402728e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 198576 members 
Entering Unmasked Estep 
Score: -24027554.000000 Penalty: 6051.753418
	Iteration 12Q: 3 clusters Score -2.402755e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 198652 members 
Entering Unmasked Estep 
Score: -24027626.000000 Penalty: 6051.753418
	Iteration 13Q: 3 clusters Score -2.402763e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 198683 members 
Entering Unmasked Estep 
Score: -24027690.000000 Penalty: 6051.753418
	Iteration 14Q: 3 clusters Score -2.402769e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 198704 members 
Entering Unmasked Estep 
Score: -24027728.000000 Penalty: 6051.753418
	Iteration 15Q: 3 clusters Score -2.402773e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 198718 members 
Entering Unmasked Estep 
Score: -24027758.000000 Penalty: 6051.753418
	Iteration 16Q: 3 clusters Score -2.402776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 198731 members 
Entering Unmasked Estep 
Score: -24027780.000000 Penalty: 6051.753418
	Iteration 17Q: 3 clusters Score -2.402778e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 198738 members 
Entering Unmasked Estep 
Score: -24027794.000000 Penalty: 6051.753418
	Iteration 18Q: 3 clusters Score -2.402779e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 198740 members 
Entering Unmasked Estep 
Score: -24027806.000000 Penalty: 6051.753418
	Iteration 19Q: 3 clusters Score -2.402781e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 198742 members 
Entering Unmasked Estep 
Score: -24027812.000000 Penalty: 6051.753418
	Iteration 20F: 3 clusters Score -2.402781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 198741 members 
Entering Unmasked Estep 
Score: -24027812.000000 Penalty: 6051.753418
	Iteration 21Q: 3 clusters Score -2.402781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 198738 members 
Entering Unmasked Estep 
Score: -24027808.000000 Penalty: 6051.753418
	Iteration 22Q: 3 clusters Score -2.402781e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 198741 members 
Entering Unmasked Estep 
Score: -24027810.000000 Penalty: 6051.753418
	Iteration 23Q: 3 clusters Score -2.402781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 198741 members 
Entering Unmasked Estep 
Score: -24027828.000000 Penalty: 6051.753418
	Iteration 24Q: 3 clusters Score -2.402783e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 198740 members 
Entering Unmasked Estep 
Score: -24027822.000000 Penalty: 6051.753418
	Iteration 25Q: 3 clusters Score -2.402782e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 198740 members 
Entering Unmasked Estep 
Score: -24027822.000000 Penalty: 6051.753418
	Iteration 26F: 3 clusters Score -2.402782e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Entering Unmasked Estep 
Score: -439994.437500 Penalty: 2030.243164
	Iteration 0F: 2 clusters Score -439994.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -436373.437500 Penalty: 4060.486328
	Iteration 0F: 3 clusters Score -436373.4 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -437124.125000 Penalty: 4060.486328
	Iteration 1F: 3 clusters Score -437124.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -437253.406250 Penalty: 4060.486328
	Iteration 2F: 3 clusters Score -437253.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -437326.406250 Penalty: 4060.486328
	Iteration 3Q: 3 clusters Score -437326.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -437379.906250 Penalty: 4060.486328
	Iteration 4Q: 3 clusters Score -437379.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -437420.625000 Penalty: 4060.486328
	Iteration 5Q: 3 clusters Score -437420.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -437449.750000 Penalty: 4060.486328
	Iteration 6Q: 3 clusters Score -437449.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -437473.156250 Penalty: 4060.486328
	Iteration 7Q: 3 clusters Score -437473.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -437492.218750 Penalty: 4060.486328
	Iteration 8Q: 3 clusters Score -437492.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -437509.968750 Penalty: 4060.486328
	Iteration 9Q: 3 clusters Score -437510 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -437526.843750 Penalty: 4060.486328
	Iteration 10Q: 3 clusters Score -437526.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -437541.093750 Penalty: 4060.486328
	Iteration 11Q: 3 clusters Score -437541.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -437553.062500 Penalty: 4060.486328
	Iteration 12Q: 3 clusters Score -437553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -437562.312500 Penalty: 4060.486328
	Iteration 13Q: 3 clusters Score -437562.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -437569.437500 Penalty: 4060.486328
	Iteration 14Q: 3 clusters Score -437569.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -437576.937500 Penalty: 4060.486328
	Iteration 15Q: 3 clusters Score -437576.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -437584.968750 Penalty: 4060.486328
	Iteration 16Q: 3 clusters Score -437585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -437590.968750 Penalty: 4060.486328
	Iteration 17Q: 3 clusters Score -437591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -437594.718750 Penalty: 4060.486328
	Iteration 18Q: 3 clusters Score -437594.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -437598.218750 Penalty: 4060.486328
	Iteration 19Q: 3 clusters Score -437598.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -437601.812500 Penalty: 4060.486328
	Iteration 20F: 3 clusters Score -437601.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -437603.531250 Penalty: 4060.486328
	Iteration 21Q: 3 clusters Score -437603.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -437604.312500 Penalty: 4060.486328
	Iteration 22Q: 3 clusters Score -437604.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -437605.500000 Penalty: 4060.486328
	Iteration 23Q: 3 clusters Score -437605.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -437607.375000 Penalty: 4060.486328
	Iteration 24Q: 3 clusters Score -437607.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -437608.625000 Penalty: 4060.486328
	Iteration 25Q: 3 clusters Score -437608.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -437610.218750 Penalty: 4060.486328
	Iteration 26Q: 3 clusters Score -437610.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -437611.968750 Penalty: 4060.486328
	Iteration 27Q: 3 clusters Score -437612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -437614.281250 Penalty: 4060.486328
	Iteration 28Q: 3 clusters Score -437614.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -437615.750000 Penalty: 4060.486328
	Iteration 29Q: 3 clusters Score -437615.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -437616.875000 Penalty: 4060.486328
	Iteration 30Q: 3 clusters Score -437616.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -437619.062500 Penalty: 4060.486328
	Iteration 31Q: 3 clusters Score -437619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -437621.031250 Penalty: 4060.486328
	Iteration 32Q: 3 clusters Score -437621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -437624.000000 Penalty: 4060.486328
	Iteration 33Q: 3 clusters Score -437624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -437628.343750 Penalty: 4060.486328
	Iteration 34Q: 3 clusters Score -437628.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -437633.375000 Penalty: 4060.486328
	Iteration 35Q: 3 clusters Score -437633.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -437637.500000 Penalty: 4060.486328
	Iteration 36Q: 3 clusters Score -437637.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -437642.125000 Penalty: 4060.486328
	Iteration 37Q: 3 clusters Score -437642.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -437644.468750 Penalty: 4060.486328
	Iteration 38Q: 3 clusters Score -437644.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -437648.531250 Penalty: 4060.486328
	Iteration 39Q: 3 clusters Score -437648.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -437653.031250 Penalty: 4060.486328
	Iteration 40F: 3 clusters Score -437653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -437657.343750 Penalty: 4060.486328
	Iteration 41Q: 3 clusters Score -437657.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -437664.812500 Penalty: 4060.486328
	Iteration 42Q: 3 clusters Score -437664.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -437669.906250 Penalty: 4060.486328
	Iteration 43Q: 3 clusters Score -437669.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -437675.250000 Penalty: 4060.486328
	Iteration 44Q: 3 clusters Score -437675.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -437677.906250 Penalty: 4060.486328
	Iteration 45Q: 3 clusters Score -437677.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -437681.093750 Penalty: 4060.486328
	Iteration 46Q: 3 clusters Score -437681.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -437683.125000 Penalty: 4060.486328
	Iteration 47Q: 3 clusters Score -437683.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -437685.531250 Penalty: 4060.486328
	Iteration 48Q: 3 clusters Score -437685.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -437686.062500 Penalty: 4060.486328
	Iteration 49Q: 3 clusters Score -437686.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -437687.593750 Penalty: 4060.486328
	Iteration 50Q: 3 clusters Score -437687.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -437690.281250 Penalty: 4060.486328
	Iteration 51Q: 3 clusters Score -437690.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -437695.500000 Penalty: 4060.486328
	Iteration 52Q: 3 clusters Score -437695.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -437701.031250 Penalty: 4060.486328
	Iteration 53Q: 3 clusters Score -437701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -437709.187500 Penalty: 4060.486328
	Iteration 54Q: 3 clusters Score -437709.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -437718.906250 Penalty: 4060.486328
	Iteration 55Q: 3 clusters Score -437718.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -437725.062500 Penalty: 4060.486328
	Iteration 56Q: 3 clusters Score -437725.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -437729.218750 Penalty: 4060.486328
	Iteration 57Q: 3 clusters Score -437729.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -437735.562500 Penalty: 4060.486328
	Iteration 58Q: 3 clusters Score -437735.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -437739.250000 Penalty: 4060.486328
	Iteration 59Q: 3 clusters Score -437739.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -437744.687500 Penalty: 4060.486328
	Iteration 60F: 3 clusters Score -437744.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -437751.593750 Penalty: 4060.486328
	Iteration 61Q: 3 clusters Score -437751.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -437756.906250 Penalty: 4060.486328
	Iteration 62Q: 3 clusters Score -437756.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -437764.500000 Penalty: 4060.486328
	Iteration 63Q: 3 clusters Score -437764.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -437772.750000 Penalty: 4060.486328
	Iteration 64Q: 3 clusters Score -437772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -437783.093750 Penalty: 4060.486328
	Iteration 65Q: 3 clusters Score -437783.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -437792.531250 Penalty: 4060.486328
	Iteration 66Q: 3 clusters Score -437792.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -437799.750000 Penalty: 4060.486328
	Iteration 67Q: 3 clusters Score -437799.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -437812.000000 Penalty: 4060.486328
	Iteration 68Q: 3 clusters Score -437812 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -437829.343750 Penalty: 4060.486328
	Iteration 69Q: 3 clusters Score -437829.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -437841.156250 Penalty: 4060.486328
	Iteration 70Q: 3 clusters Score -437841.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -437850.656250 Penalty: 4060.486328
	Iteration 71Q: 3 clusters Score -437850.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -437863.406250 Penalty: 4060.486328
	Iteration 72Q: 3 clusters Score -437863.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -437879.250000 Penalty: 4060.486328
	Iteration 73Q: 3 clusters Score -437879.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -437896.812500 Penalty: 4060.486328
	Iteration 74Q: 3 clusters Score -437896.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -437915.906250 Penalty: 4060.486328
	Iteration 75Q: 3 clusters Score -437915.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -437938.500000 Penalty: 4060.486328
	Iteration 76Q: 3 clusters Score -437938.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -437964.125000 Penalty: 4060.486328
	Iteration 77Q: 3 clusters Score -437964.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -437991.687500 Penalty: 4060.486328
	Iteration 78Q: 3 clusters Score -437991.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -438011.906250 Penalty: 4060.486328
	Iteration 79Q: 3 clusters Score -438011.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -438036.500000 Penalty: 4060.486328
	Iteration 80F: 3 clusters Score -438036.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -438058.937500 Penalty: 4060.486328
	Iteration 81Q: 3 clusters Score -438058.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -438075.218750 Penalty: 4060.486328
	Iteration 82Q: 3 clusters Score -438075.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -438086.437500 Penalty: 4060.486328
	Iteration 83Q: 3 clusters Score -438086.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -438096.343750 Penalty: 4060.486328
	Iteration 84Q: 3 clusters Score -438096.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -438101.843750 Penalty: 4060.486328
	Iteration 85Q: 3 clusters Score -438101.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -438109.062500 Penalty: 4060.486328
	Iteration 86Q: 3 clusters Score -438109.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -438120.406250 Penalty: 4060.486328
	Iteration 87Q: 3 clusters Score -438120.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -438130.875000 Penalty: 4060.486328
	Iteration 88Q: 3 clusters Score -438130.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -438140.843750 Penalty: 4060.486328
	Iteration 89Q: 3 clusters Score -438140.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -438148.625000 Penalty: 4060.486328
	Iteration 90Q: 3 clusters Score -438148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -438155.718750 Penalty: 4060.486328
	Iteration 91Q: 3 clusters Score -438155.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -438161.125000 Penalty: 4060.486328
	Iteration 92Q: 3 clusters Score -438161.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -438169.968750 Penalty: 4060.486328
	Iteration 93Q: 3 clusters Score -438170 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -438175.312500 Penalty: 4060.486328
	Iteration 94Q: 3 clusters Score -438175.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -438178.593750 Penalty: 4060.486328
	Iteration 95Q: 3 clusters Score -438178.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -438183.468750 Penalty: 4060.486328
	Iteration 96Q: 3 clusters Score -438183.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -438189.000000 Penalty: 4060.486328
	Iteration 97Q: 3 clusters Score -438189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -438190.093750 Penalty: 4060.486328
	Iteration 98Q: 3 clusters Score -438190.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -438189.718750 Penalty: 4060.486328
	Iteration 99Q: 3 clusters Score -438189.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -438191.156250 Penalty: 4060.486328
	Iteration 100F: 3 clusters Score -438191.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -438192.687500 Penalty: 4060.486328
	Iteration 101Q: 3 clusters Score -438192.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -438192.687500 Penalty: 4060.486328
	Iteration 102F: 3 clusters Score -438192.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Entering Unmasked Estep 
Score: -1332468.625000 Penalty: 2309.754883
	Iteration 0F: 2 clusters Score -1332469 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1324160.625000 Penalty: 4619.509766
	Iteration 0F: 3 clusters Score -1324161 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1326719.250000 Penalty: 4619.509766
	Iteration 1F: 3 clusters Score -1326719 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1327241.250000 Penalty: 4619.509766
	Iteration 2F: 3 clusters Score -1327241 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1327755.000000 Penalty: 4619.509766
	Iteration 3F: 3 clusters Score -1327755 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1328298.000000 Penalty: 4619.509766
	Iteration 4F: 3 clusters Score -1328298 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1328854.500000 Penalty: 4619.509766
	Iteration 5F: 3 clusters Score -1328854 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1329434.250000 Penalty: 4619.509766
	Iteration 6F: 3 clusters Score -1329434 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1329940.750000 Penalty: 4619.509766
	Iteration 7F: 3 clusters Score -1329941 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1330321.000000 Penalty: 4619.509766
	Iteration 8Q: 3 clusters Score -1330321 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1330619.625000 Penalty: 4619.509766
	Iteration 9Q: 3 clusters Score -1330620 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1330840.875000 Penalty: 4619.509766
	Iteration 10Q: 3 clusters Score -1330841 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1330975.625000 Penalty: 4619.509766
	Iteration 11Q: 3 clusters Score -1330976 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1331062.000000 Penalty: 4619.509766
	Iteration 12Q: 3 clusters Score -1331062 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1331119.875000 Penalty: 4619.509766
	Iteration 13Q: 3 clusters Score -1331120 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1331146.500000 Penalty: 4619.509766
	Iteration 14Q: 3 clusters Score -1331146 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1331164.500000 Penalty: 4619.509766
	Iteration 15Q: 3 clusters Score -1331164 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1331173.500000 Penalty: 4619.509766
	Iteration 16Q: 3 clusters Score -1331174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1331181.250000 Penalty: 4619.509766
	Iteration 17Q: 3 clusters Score -1331181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1331184.000000 Penalty: 4619.509766
	Iteration 18Q: 3 clusters Score -1331184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1331187.000000 Penalty: 4619.509766
	Iteration 19Q: 3 clusters Score -1331187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1331189.625000 Penalty: 4619.509766
	Iteration 20F: 3 clusters Score -1331190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1331190.500000 Penalty: 4619.509766
	Iteration 21Q: 3 clusters Score -1331190 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1331194.000000 Penalty: 4619.509766
	Iteration 22Q: 3 clusters Score -1331194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1331193.250000 Penalty: 4619.509766
	Iteration 23Q: 3 clusters Score -1331193 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1331193.500000 Penalty: 4619.509766
	Iteration 24Q: 3 clusters Score -1331194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -1331194.125000 Penalty: 4619.509766
	Iteration 25Q: 3 clusters Score -1331194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1331194.875000 Penalty: 4619.509766
	Iteration 26Q: 3 clusters Score -1331195 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1331194.875000 Penalty: 4619.509766
	Iteration 27F: 3 clusters Score -1331195 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Entering Unmasked Estep 
Score: -1624180.500000 Penalty: 2352.207764
	Iteration 0F: 2 clusters Score -1624180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1614535.875000 Penalty: 4704.415527
	Iteration 0F: 3 clusters Score -1614536 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -1617615.000000 Penalty: 4704.415527
	Iteration 1F: 3 clusters Score -1617615 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1617969.750000 Penalty: 4704.415527
	Iteration 2F: 3 clusters Score -1617970 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1618274.875000 Penalty: 4704.415527
	Iteration 3F: 3 clusters Score -1618275 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1618583.750000 Penalty: 4704.415527
	Iteration 4Q: 3 clusters Score -1618584 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1618888.500000 Penalty: 4704.415527
	Iteration 5Q: 3 clusters Score -1618888 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1619226.375000 Penalty: 4704.415527
	Iteration 6Q: 3 clusters Score -1619226 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1619626.875000 Penalty: 4704.415527
	Iteration 7Q: 3 clusters Score -1619627 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1620109.500000 Penalty: 4704.415527
	Iteration 8F: 3 clusters Score -1620110 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -1620660.000000 Penalty: 4704.415527
	Iteration 9Q: 3 clusters Score -1620660 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1621236.500000 Penalty: 4704.415527
	Iteration 10Q: 3 clusters Score -1621236 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -1621780.625000 Penalty: 4704.415527
	Iteration 11Q: 3 clusters Score -1621781 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1622089.250000 Penalty: 4704.415527
	Iteration 12Q: 3 clusters Score -1622089 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1622204.500000 Penalty: 4704.415527
	Iteration 13Q: 3 clusters Score -1622204 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1622245.625000 Penalty: 4704.415527
	Iteration 14Q: 3 clusters Score -1622246 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1622261.500000 Penalty: 4704.415527
	Iteration 15Q: 3 clusters Score -1622262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1622276.750000 Penalty: 4704.415527
	Iteration 16Q: 3 clusters Score -1622277 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1622279.875000 Penalty: 4704.415527
	Iteration 17Q: 3 clusters Score -1622280 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1622288.625000 Penalty: 4704.415527
	Iteration 18Q: 3 clusters Score -1622289 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1622299.250000 Penalty: 4704.415527
	Iteration 19Q: 3 clusters Score -1622299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1622299.375000 Penalty: 4704.415527
	Iteration 20F: 3 clusters Score -1622299 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -1622305.000000 Penalty: 4704.415527
	Iteration 21Q: 3 clusters Score -1622305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1622306.875000 Penalty: 4704.415527
	Iteration 22Q: 3 clusters Score -1622307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1622306.875000 Penalty: 4704.415527
	Iteration 23Q: 3 clusters Score -1622307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1622305.750000 Penalty: 4704.415527
	Iteration 24Q: 3 clusters Score -1622306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1622308.625000 Penalty: 4704.415527
	Iteration 25Q: 3 clusters Score -1622309 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1622306.250000 Penalty: 4704.415527
	Iteration 26Q: 3 clusters Score -1622306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1622306.250000 Penalty: 4704.415527
	Iteration 27F: 3 clusters Score -1622306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 176520 members 
Mstep: Class 3 contains 33159 members 
Mstep: Class 4 contains 33026 members 
Mstep: Class 5 contains 42049 members 
Mstep: Class 6 contains 3399 members 
Mstep: Class 7 contains 161801 members 
Mstep: Class 11 contains 4601 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 199011 members 
Mstep: Class 14 contains 3592 members 
Mstep: Class 19 contains 11087 members 
Mstep: Class 20 contains 13157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103032.000000 Penalty: 43318.621094
Iteration 279Q: 14 clusters Score -8.110303e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 175919 members 
Mstep: Class 3 contains 33237 members 
Mstep: Class 4 contains 33126 members 
Mstep: Class 5 contains 41962 members 
Mstep: Class 6 contains 3366 members 
Mstep: Class 7 contains 161438 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 199851 members 
Mstep: Class 14 contains 3587 members 
Mstep: Class 19 contains 11190 members 
Mstep: Class 20 contains 13125 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 280F: 14 clusters Score -8.110327e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 175346 members 
Mstep: Class 3 contains 33327 members 
Mstep: Class 4 contains 33225 members 
Mstep: Class 5 contains 41892 members 
Mstep: Class 6 contains 3340 members 
Mstep: Class 7 contains 161078 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 200641 members 
Mstep: Class 14 contains 3573 members 
Mstep: Class 19 contains 11282 members 
Mstep: Class 20 contains 13095 members 
Entering Unmasked Estep 
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Iteration 281Q: 14 clusters Score -8.110321e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 174816 members 
Mstep: Class 3 contains 33410 members 
Mstep: Class 4 contains 33298 members 
Mstep: Class 5 contains 41824 members 
Mstep: Class 6 contains 3290 members 
Mstep: Class 7 contains 160788 members 
Mstep: Class 11 contains 4597 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 201358 members 
Mstep: Class 14 contains 3564 members 
Mstep: Class 19 contains 11393 members 
Mstep: Class 20 contains 13058 members 
Entering Unmasked Estep 
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Iteration 282Q: 14 clusters Score -8.110326e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 174305 members 
Mstep: Class 3 contains 33513 members 
Mstep: Class 4 contains 33364 members 
Mstep: Class 5 contains 41750 members 
Mstep: Class 6 contains 3224 members 
Mstep: Class 7 contains 160570 members 
Mstep: Class 11 contains 4598 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 201963 members 
Mstep: Class 14 contains 3563 members 
Mstep: Class 19 contains 11508 members 
Mstep: Class 20 contains 13038 members 
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Iteration 283Q: 14 clusters Score -8.110338e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 173780 members 
Mstep: Class 3 contains 33624 members 
Mstep: Class 4 contains 33415 members 
Mstep: Class 5 contains 41683 members 
Mstep: Class 6 contains 3170 members 
Mstep: Class 7 contains 160438 members 
Mstep: Class 11 contains 4599 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 202498 members 
Mstep: Class 14 contains 3561 members 
Mstep: Class 19 contains 11617 members 
Mstep: Class 20 contains 13013 members 
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Iteration 284Q: 14 clusters Score -8.110346e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 173269 members 
Mstep: Class 3 contains 33730 members 
Mstep: Class 4 contains 33460 members 
Mstep: Class 5 contains 41636 members 
Mstep: Class 6 contains 3134 members 
Mstep: Class 7 contains 160367 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 202930 members 
Mstep: Class 14 contains 3554 members 
Mstep: Class 19 contains 11703 members 
Mstep: Class 20 contains 13011 members 
Entering Unmasked Estep 
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Iteration 285Q: 14 clusters Score -8.110338e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 172787 members 
Mstep: Class 3 contains 33824 members 
Mstep: Class 4 contains 33517 members 
Mstep: Class 5 contains 41605 members 
Mstep: Class 6 contains 3099 members 
Mstep: Class 7 contains 160329 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 203280 members 
Mstep: Class 14 contains 3550 members 
Mstep: Class 19 contains 11792 members 
Mstep: Class 20 contains 13012 members 
Entering Unmasked Estep 
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Iteration 286Q: 14 clusters Score -8.110358e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 172369 members 
Mstep: Class 3 contains 33892 members 
Mstep: Class 4 contains 33590 members 
Mstep: Class 5 contains 41561 members 
Mstep: Class 6 contains 3065 members 
Mstep: Class 7 contains 160312 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 203581 members 
Mstep: Class 14 contains 3544 members 
Mstep: Class 19 contains 11865 members 
Mstep: Class 20 contains 13022 members 
Entering Unmasked Estep 
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Iteration 287Q: 14 clusters Score -8.110374e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 171987 members 
Mstep: Class 3 contains 33967 members 
Mstep: Class 4 contains 33644 members 
Mstep: Class 5 contains 41528 members 
Mstep: Class 6 contains 3029 members 
Mstep: Class 7 contains 160278 members 
Mstep: Class 11 contains 4602 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 203853 members 
Mstep: Class 14 contains 3543 members 
Mstep: Class 19 contains 11939 members 
Mstep: Class 20 contains 13032 members 
Entering Unmasked Estep 
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Iteration 288Q: 14 clusters Score -8.110366e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 171626 members 
Mstep: Class 3 contains 34031 members 
Mstep: Class 4 contains 33717 members 
Mstep: Class 5 contains 41524 members 
Mstep: Class 6 contains 3008 members 
Mstep: Class 7 contains 160205 members 
Mstep: Class 11 contains 4600 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 204093 members 
Mstep: Class 14 contains 3541 members 
Mstep: Class 19 contains 12007 members 
Mstep: Class 20 contains 13050 members 
Entering Unmasked Estep 
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Iteration 289Q: 14 clusters Score -8.110386e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 171313 members 
Mstep: Class 3 contains 34077 members 
Mstep: Class 4 contains 33781 members 
Mstep: Class 5 contains 41517 members 
Mstep: Class 6 contains 2983 members 
Mstep: Class 7 contains 160191 members 
Mstep: Class 11 contains 4596 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 204252 members 
Mstep: Class 14 contains 3542 members 
Mstep: Class 19 contains 12065 members 
Mstep: Class 20 contains 13087 members 
Entering Unmasked Estep 
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Iteration 290Q: 14 clusters Score -8.11039e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 171012 members 
Mstep: Class 3 contains 34128 members 
Mstep: Class 4 contains 33842 members 
Mstep: Class 5 contains 41523 members 
Mstep: Class 6 contains 2945 members 
Mstep: Class 7 contains 160166 members 
Mstep: Class 11 contains 4593 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 204425 members 
Mstep: Class 14 contains 3539 members 
Mstep: Class 19 contains 12126 members 
Mstep: Class 20 contains 13107 members 
Entering Unmasked Estep 
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Iteration 291Q: 14 clusters Score -8.110374e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 170756 members 
Mstep: Class 3 contains 34171 members 
Mstep: Class 4 contains 33899 members 
Mstep: Class 5 contains 41511 members 
Mstep: Class 6 contains 2921 members 
Mstep: Class 7 contains 160150 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 204568 members 
Mstep: Class 14 contains 3532 members 
Mstep: Class 19 contains 12185 members 
Mstep: Class 20 contains 13121 members 
Entering Unmasked Estep 
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Iteration 292Q: 14 clusters Score -8.110379e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 170515 members 
Mstep: Class 3 contains 34195 members 
Mstep: Class 4 contains 33952 members 
Mstep: Class 5 contains 41510 members 
Mstep: Class 6 contains 2908 members 
Mstep: Class 7 contains 160153 members 
Mstep: Class 11 contains 4591 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 204675 members 
Mstep: Class 14 contains 3527 members 
Mstep: Class 19 contains 12249 members 
Mstep: Class 20 contains 13131 members 
Entering Unmasked Estep 
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Iteration 293Q: 14 clusters Score -8.110371e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 170281 members 
Mstep: Class 3 contains 34206 members 
Mstep: Class 4 contains 34003 members 
Mstep: Class 5 contains 41512 members 
Mstep: Class 6 contains 2893 members 
Mstep: Class 7 contains 160186 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 204780 members 
Mstep: Class 14 contains 3523 members 
Mstep: Class 19 contains 12291 members 
Mstep: Class 20 contains 13140 members 
Entering Unmasked Estep 
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Iteration 294Q: 14 clusters Score -8.110378e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 170043 members 
Mstep: Class 3 contains 34212 members 
Mstep: Class 4 contains 34057 members 
Mstep: Class 5 contains 41508 members 
Mstep: Class 6 contains 2866 members 
Mstep: Class 7 contains 160216 members 
Mstep: Class 11 contains 4592 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 204930 members 
Mstep: Class 14 contains 3521 members 
Mstep: Class 19 contains 12316 members 
Mstep: Class 20 contains 13148 members 
Entering Unmasked Estep 
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Iteration 295Q: 14 clusters Score -8.110362e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 169806 members 
Mstep: Class 3 contains 34229 members 
Mstep: Class 4 contains 34113 members 
Mstep: Class 5 contains 41507 members 
Mstep: Class 6 contains 2845 members 
Mstep: Class 7 contains 160254 members 
Mstep: Class 11 contains 4590 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205032 members 
Mstep: Class 14 contains 3519 members 
Mstep: Class 19 contains 12338 members 
Mstep: Class 20 contains 13175 members 
Entering Unmasked Estep 
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Iteration 296Q: 14 clusters Score -8.110354e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 169609 members 
Mstep: Class 3 contains 34263 members 
Mstep: Class 4 contains 34155 members 
Mstep: Class 5 contains 41504 members 
Mstep: Class 6 contains 2838 members 
Mstep: Class 7 contains 160298 members 
Mstep: Class 11 contains 4588 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205080 members 
Mstep: Class 14 contains 3515 members 
Mstep: Class 19 contains 12362 members 
Mstep: Class 20 contains 13197 members 
Entering Unmasked Estep 
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Iteration 297Q: 14 clusters Score -8.110367e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 169443 members 
Mstep: Class 3 contains 34274 members 
Mstep: Class 4 contains 34208 members 
Mstep: Class 5 contains 41495 members 
Mstep: Class 6 contains 2828 members 
Mstep: Class 7 contains 160332 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205123 members 
Mstep: Class 14 contains 3511 members 
Mstep: Class 19 contains 12383 members 
Mstep: Class 20 contains 13224 members 
Entering Unmasked Estep 
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Iteration 298Q: 14 clusters Score -8.110355e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 169262 members 
Mstep: Class 3 contains 34295 members 
Mstep: Class 4 contains 34250 members 
Mstep: Class 5 contains 41490 members 
Mstep: Class 6 contains 2817 members 
Mstep: Class 7 contains 160377 members 
Mstep: Class 11 contains 4587 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205186 members 
Mstep: Class 14 contains 3506 members 
Mstep: Class 19 contains 12405 members 
Mstep: Class 20 contains 13231 members 
Entering Unmasked Estep 
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Iteration 299Q: 14 clusters Score -8.110342e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 169081 members 
Mstep: Class 3 contains 34325 members 
Mstep: Class 4 contains 34289 members 
Mstep: Class 5 contains 41476 members 
Mstep: Class 6 contains 2804 members 
Mstep: Class 7 contains 160437 members 
Mstep: Class 11 contains 4586 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205232 members 
Mstep: Class 14 contains 3502 members 
Mstep: Class 19 contains 12419 members 
Mstep: Class 20 contains 13256 members 
Entering Unmasked Estep 
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Iteration 300F: 14 clusters Score -8.110343e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 168894 members 
Mstep: Class 3 contains 34366 members 
Mstep: Class 4 contains 34318 members 
Mstep: Class 5 contains 41455 members 
Mstep: Class 6 contains 2792 members 
Mstep: Class 7 contains 160451 members 
Mstep: Class 11 contains 4585 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205344 members 
Mstep: Class 14 contains 3497 members 
Mstep: Class 19 contains 12433 members 
Mstep: Class 20 contains 13272 members 
Entering Unmasked Estep 
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Iteration 301Q: 14 clusters Score -8.110348e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 168728 members 
Mstep: Class 3 contains 34413 members 
Mstep: Class 4 contains 34350 members 
Mstep: Class 5 contains 41450 members 
Mstep: Class 6 contains 2794 members 
Mstep: Class 7 contains 160403 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205439 members 
Mstep: Class 14 contains 3490 members 
Mstep: Class 19 contains 12452 members 
Mstep: Class 20 contains 13305 members 
Entering Unmasked Estep 
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Iteration 302Q: 14 clusters Score -8.110319e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 168574 members 
Mstep: Class 3 contains 34456 members 
Mstep: Class 4 contains 34379 members 
Mstep: Class 5 contains 41435 members 
Mstep: Class 6 contains 2784 members 
Mstep: Class 7 contains 160380 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205536 members 
Mstep: Class 14 contains 3479 members 
Mstep: Class 19 contains 12481 members 
Mstep: Class 20 contains 13321 members 
Entering Unmasked Estep 
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Iteration 303Q: 14 clusters Score -8.1103e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 168409 members 
Mstep: Class 3 contains 34505 members 
Mstep: Class 4 contains 34400 members 
Mstep: Class 5 contains 41421 members 
Mstep: Class 6 contains 2769 members 
Mstep: Class 7 contains 160369 members 
Mstep: Class 11 contains 4583 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205643 members 
Mstep: Class 14 contains 3476 members 
Mstep: Class 19 contains 12496 members 
Mstep: Class 20 contains 13338 members 
Entering Unmasked Estep 
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Iteration 304Q: 14 clusters Score -8.110316e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 168300 members 
Mstep: Class 3 contains 34544 members 
Mstep: Class 4 contains 34412 members 
Mstep: Class 5 contains 41422 members 
Mstep: Class 6 contains 2756 members 
Mstep: Class 7 contains 160353 members 
Mstep: Class 11 contains 4582 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205702 members 
Mstep: Class 14 contains 3474 members 
Mstep: Class 19 contains 12508 members 
Mstep: Class 20 contains 13356 members 
Entering Unmasked Estep 
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Iteration 305Q: 14 clusters Score -8.110329e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 168212 members 
Mstep: Class 3 contains 34570 members 
Mstep: Class 4 contains 34436 members 
Mstep: Class 5 contains 41413 members 
Mstep: Class 6 contains 2744 members 
Mstep: Class 7 contains 160364 members 
Mstep: Class 11 contains 4581 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205725 members 
Mstep: Class 14 contains 3469 members 
Mstep: Class 19 contains 12511 members 
Mstep: Class 20 contains 13384 members 
Entering Unmasked Estep 
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Iteration 306Q: 14 clusters Score -8.11033e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 168134 members 
Mstep: Class 3 contains 34609 members 
Mstep: Class 4 contains 34448 members 
Mstep: Class 5 contains 41403 members 
Mstep: Class 6 contains 2732 members 
Mstep: Class 7 contains 160356 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205753 members 
Mstep: Class 14 contains 3466 members 
Mstep: Class 19 contains 12527 members 
Mstep: Class 20 contains 13402 members 
Entering Unmasked Estep 
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Iteration 307Q: 14 clusters Score -8.110334e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 168038 members 
Mstep: Class 3 contains 34645 members 
Mstep: Class 4 contains 34458 members 
Mstep: Class 5 contains 41393 members 
Mstep: Class 6 contains 2721 members 
Mstep: Class 7 contains 160371 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205800 members 
Mstep: Class 14 contains 3464 members 
Mstep: Class 19 contains 12533 members 
Mstep: Class 20 contains 13412 members 
Entering Unmasked Estep 
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Iteration 308Q: 14 clusters Score -8.110342e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167943 members 
Mstep: Class 3 contains 34675 members 
Mstep: Class 4 contains 34474 members 
Mstep: Class 5 contains 41387 members 
Mstep: Class 6 contains 2715 members 
Mstep: Class 7 contains 160372 members 
Mstep: Class 11 contains 4574 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205836 members 
Mstep: Class 14 contains 3454 members 
Mstep: Class 19 contains 12552 members 
Mstep: Class 20 contains 13428 members 
Entering Unmasked Estep 
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Iteration 309Q: 14 clusters Score -8.110318e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167845 members 
Mstep: Class 3 contains 34706 members 
Mstep: Class 4 contains 34486 members 
Mstep: Class 5 contains 41375 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 160364 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205905 members 
Mstep: Class 14 contains 3447 members 
Mstep: Class 19 contains 12553 members 
Mstep: Class 20 contains 13448 members 
Entering Unmasked Estep 
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Iteration 310Q: 14 clusters Score -8.11033e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167780 members 
Mstep: Class 3 contains 34722 members 
Mstep: Class 4 contains 34502 members 
Mstep: Class 5 contains 41368 members 
Mstep: Class 6 contains 2706 members 
Mstep: Class 7 contains 160342 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205961 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 19 contains 12556 members 
Mstep: Class 20 contains 13453 members 
Entering Unmasked Estep 
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Iteration 311Q: 14 clusters Score -8.110333e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167707 members 
Mstep: Class 3 contains 34744 members 
Mstep: Class 4 contains 34517 members 
Mstep: Class 5 contains 41355 members 
Mstep: Class 6 contains 2705 members 
Mstep: Class 7 contains 160339 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206000 members 
Mstep: Class 14 contains 3446 members 
Mstep: Class 19 contains 12560 members 
Mstep: Class 20 contains 13462 members 
Entering Unmasked Estep 
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Iteration 312Q: 14 clusters Score -8.110341e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167654 members 
Mstep: Class 3 contains 34771 members 
Mstep: Class 4 contains 34532 members 
Mstep: Class 5 contains 41340 members 
Mstep: Class 6 contains 2700 members 
Mstep: Class 7 contains 160317 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206026 members 
Mstep: Class 14 contains 3443 members 
Mstep: Class 19 contains 12562 members 
Mstep: Class 20 contains 13488 members 
Entering Unmasked Estep 
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Iteration 313Q: 14 clusters Score -8.110349e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167584 members 
Mstep: Class 3 contains 34801 members 
Mstep: Class 4 contains 34549 members 
Mstep: Class 5 contains 41334 members 
Mstep: Class 6 contains 2699 members 
Mstep: Class 7 contains 160301 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206062 members 
Mstep: Class 14 contains 3440 members 
Mstep: Class 19 contains 12558 members 
Mstep: Class 20 contains 13503 members 
Entering Unmasked Estep 
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Iteration 314Q: 14 clusters Score -8.110335e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 167521 members 
Mstep: Class 3 contains 34828 members 
Mstep: Class 4 contains 34559 members 
Mstep: Class 5 contains 41330 members 
Mstep: Class 6 contains 2698 members 
Mstep: Class 7 contains 160261 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206123 members 
Mstep: Class 14 contains 3437 members 
Mstep: Class 19 contains 12561 members 
Mstep: Class 20 contains 13513 members 
Entering Unmasked Estep 
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Iteration 315Q: 14 clusters Score -8.110331e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167443 members 
Mstep: Class 3 contains 34871 members 
Mstep: Class 4 contains 34565 members 
Mstep: Class 5 contains 41336 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 160235 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206163 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 19 contains 12572 members 
Mstep: Class 20 contains 13521 members 
Entering Unmasked Estep 
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Iteration 316Q: 14 clusters Score -8.110347e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167381 members 
Mstep: Class 3 contains 34905 members 
Mstep: Class 4 contains 34586 members 
Mstep: Class 5 contains 41336 members 
Mstep: Class 6 contains 2692 members 
Mstep: Class 7 contains 160206 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206182 members 
Mstep: Class 14 contains 3432 members 
Mstep: Class 19 contains 12583 members 
Mstep: Class 20 contains 13530 members 
Entering Unmasked Estep 
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Iteration 317Q: 14 clusters Score -8.110337e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167313 members 
Mstep: Class 3 contains 34931 members 
Mstep: Class 4 contains 34595 members 
Mstep: Class 5 contains 41338 members 
Mstep: Class 6 contains 2690 members 
Mstep: Class 7 contains 160182 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206208 members 
Mstep: Class 14 contains 3430 members 
Mstep: Class 19 contains 12594 members 
Mstep: Class 20 contains 13552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103408.000000 Penalty: 43318.621094
Iteration 318Q: 14 clusters Score -8.110341e+07 nChanged 592
Entering ConstructFrom: 
Score: -81103408.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Entering Unmasked Estep 
Score: -289648.031250 Penalty: 1948.463257
	Iteration 0F: 2 clusters Score -289648 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 1311 members 
Entering Unmasked Estep 
Score: -286680.125000 Penalty: 3896.926514
	Iteration 0F: 3 clusters Score -286680.1 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -287255.843750 Penalty: 3896.926514
	Iteration 1F: 3 clusters Score -287255.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -287407.031250 Penalty: 3896.926514
	Iteration 2F: 3 clusters Score -287407 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -287510.093750 Penalty: 3896.926514
	Iteration 3Q: 3 clusters Score -287510.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -287569.968750 Penalty: 3896.926514
	Iteration 4Q: 3 clusters Score -287570 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -287635.843750 Penalty: 3896.926514
	Iteration 5Q: 3 clusters Score -287635.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -287703.812500 Penalty: 3896.926514
	Iteration 6Q: 3 clusters Score -287703.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -287756.781250 Penalty: 3896.926514
	Iteration 7Q: 3 clusters Score -287756.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -287788.468750 Penalty: 3896.926514
	Iteration 8Q: 3 clusters Score -287788.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -287811.000000 Penalty: 3896.926514
	Iteration 9Q: 3 clusters Score -287811 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -287827.812500 Penalty: 3896.926514
	Iteration 10Q: 3 clusters Score -287827.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -287836.343750 Penalty: 3896.926514
	Iteration 11Q: 3 clusters Score -287836.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -287844.125000 Penalty: 3896.926514
	Iteration 12Q: 3 clusters Score -287844.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -287853.375000 Penalty: 3896.926514
	Iteration 13Q: 3 clusters Score -287853.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -287860.281250 Penalty: 3896.926514
	Iteration 14Q: 3 clusters Score -287860.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -287871.812500 Penalty: 3896.926514
	Iteration 15Q: 3 clusters Score -287871.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -287886.000000 Penalty: 3896.926514
	Iteration 16Q: 3 clusters Score -287886 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -287895.312500 Penalty: 3896.926514
	Iteration 17Q: 3 clusters Score -287895.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -287902.500000 Penalty: 3896.926514
	Iteration 18Q: 3 clusters Score -287902.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -287907.937500 Penalty: 3896.926514
	Iteration 19Q: 3 clusters Score -287907.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -287916.593750 Penalty: 3896.926514
	Iteration 20F: 3 clusters Score -287916.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -287933.062500 Penalty: 3896.926514
	Iteration 21Q: 3 clusters Score -287933.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -287941.968750 Penalty: 3896.926514
	Iteration 22Q: 3 clusters Score -287942 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -287952.312500 Penalty: 3896.926514
	Iteration 23Q: 3 clusters Score -287952.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -287957.781250 Penalty: 3896.926514
	Iteration 24Q: 3 clusters Score -287957.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -287964.187500 Penalty: 3896.926514
	Iteration 25Q: 3 clusters Score -287964.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -287967.500000 Penalty: 3896.926514
	Iteration 26Q: 3 clusters Score -287967.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -287971.687500 Penalty: 3896.926514
	Iteration 27Q: 3 clusters Score -287971.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -287974.843750 Penalty: 3896.926514
	Iteration 28Q: 3 clusters Score -287974.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -287982.718750 Penalty: 3896.926514
	Iteration 29Q: 3 clusters Score -287982.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -287988.031250 Penalty: 3896.926514
	Iteration 30Q: 3 clusters Score -287988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -287992.437500 Penalty: 3896.926514
	Iteration 31Q: 3 clusters Score -287992.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -287997.031250 Penalty: 3896.926514
	Iteration 32Q: 3 clusters Score -287997 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -287998.812500 Penalty: 3896.926514
	Iteration 33Q: 3 clusters Score -287998.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -288000.093750 Penalty: 3896.926514
	Iteration 34Q: 3 clusters Score -288000.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -288000.406250 Penalty: 3896.926514
	Iteration 35Q: 3 clusters Score -288000.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -288000.406250 Penalty: 3896.926514
	Iteration 36F: 3 clusters Score -288000.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (167255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167255 members 
Entering Unmasked Estep 
Score: -20138938.000000 Penalty: 2982.764160
	Iteration 0F: 2 clusters Score -2.013894e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 83490 members 
Entering Unmasked Estep 
Score: -20027792.000000 Penalty: 5965.528320
	Iteration 0F: 3 clusters Score -2.002779e+07 nChanged 79776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83797 members 
Mstep: Class 2 contains 83458 members 
Entering Unmasked Estep 
Score: -20073712.000000 Penalty: 5965.528320
	Iteration 1F: 3 clusters Score -2.007371e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 83180 members 
Entering Unmasked Estep 
Score: -20074332.000000 Penalty: 5965.528320
	Iteration 2Q: 3 clusters Score -2.007433e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84605 members 
Mstep: Class 2 contains 82650 members 
Entering Unmasked Estep 
Score: -20075200.000000 Penalty: 5965.528320
	Iteration 3Q: 3 clusters Score -2.00752e+07 nChanged 4360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85343 members 
Mstep: Class 2 contains 81912 members 
Entering Unmasked Estep 
Score: -20076176.000000 Penalty: 5965.528320
	Iteration 4Q: 3 clusters Score -2.007618e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86560 members 
Mstep: Class 2 contains 80695 members 
Entering Unmasked Estep 
Score: -20077410.000000 Penalty: 5965.528320
	Iteration 5Q: 3 clusters Score -2.007741e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 78832 members 
Entering Unmasked Estep 
Score: -20078872.000000 Penalty: 5965.528320
	Iteration 6Q: 3 clusters Score -2.007887e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91275 members 
Mstep: Class 2 contains 75980 members 
Entering Unmasked Estep 
Score: -20081036.000000 Penalty: 5965.528320
	Iteration 7Q: 3 clusters Score -2.008104e+07 nChanged 7345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 71685 members 
Entering Unmasked Estep 
Score: -20084248.000000 Penalty: 5965.528320
	Iteration 8Q: 3 clusters Score -2.008425e+07 nChanged 8985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101431 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -20089320.000000 Penalty: 5965.528320
	Iteration 9F: 3 clusters Score -2.008932e+07 nChanged 10459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108556 members 
Mstep: Class 2 contains 58699 members 
Entering Unmasked Estep 
Score: -20097124.000000 Penalty: 5965.528320
	Iteration 10F: 3 clusters Score -2.009712e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115465 members 
Mstep: Class 2 contains 51790 members 
Entering Unmasked Estep 
Score: -20107260.000000 Penalty: 5965.528320
	Iteration 11F: 3 clusters Score -2.010726e+07 nChanged 10666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120323 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -20117772.000000 Penalty: 5965.528320
	Iteration 12F: 3 clusters Score -2.011777e+07 nChanged 8465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122740 members 
Mstep: Class 2 contains 44515 members 
Entering Unmasked Estep 
Score: -20125386.000000 Penalty: 5965.528320
	Iteration 13F: 3 clusters Score -2.012539e+07 nChanged 5564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123988 members 
Mstep: Class 2 contains 43267 members 
Entering Unmasked Estep 
Score: -20129608.000000 Penalty: 5965.528320
	Iteration 14Q: 3 clusters Score -2.012961e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124773 members 
Mstep: Class 2 contains 42482 members 
Entering Unmasked Estep 
Score: -20132472.000000 Penalty: 5965.528320
	Iteration 15Q: 3 clusters Score -2.013247e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -20134172.000000 Penalty: 5965.528320
	Iteration 16Q: 3 clusters Score -2.013417e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125526 members 
Mstep: Class 2 contains 41729 members 
Entering Unmasked Estep 
Score: -20135350.000000 Penalty: 5965.528320
	Iteration 17Q: 3 clusters Score -2.013535e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125668 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -20136004.000000 Penalty: 5965.528320
	Iteration 18Q: 3 clusters Score -2.0136e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125767 members 
Mstep: Class 2 contains 41488 members 
Entering Unmasked Estep 
Score: -20136424.000000 Penalty: 5965.528320
	Iteration 19Q: 3 clusters Score -2.013642e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125862 members 
Mstep: Class 2 contains 41393 members 
Entering Unmasked Estep 
Score: -20136582.000000 Penalty: 5965.528320
	Iteration 20F: 3 clusters Score -2.013658e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125969 members 
Mstep: Class 2 contains 41286 members 
Entering Unmasked Estep 
Score: -20136686.000000 Penalty: 5965.528320
	Iteration 21Q: 3 clusters Score -2.013669e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126047 members 
Mstep: Class 2 contains 41208 members 
Entering Unmasked Estep 
Score: -20136728.000000 Penalty: 5965.528320
	Iteration 22Q: 3 clusters Score -2.013673e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126135 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -20136810.000000 Penalty: 5965.528320
	Iteration 23Q: 3 clusters Score -2.013681e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126208 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -20136782.000000 Penalty: 5965.528320
	Iteration 24Q: 3 clusters Score -2.013678e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126282 members 
Mstep: Class 2 contains 40973 members 
Entering Unmasked Estep 
Score: -20136814.000000 Penalty: 5965.528320
	Iteration 25Q: 3 clusters Score -2.013681e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126361 members 
Mstep: Class 2 contains 40894 members 
Entering Unmasked Estep 
Score: -20136854.000000 Penalty: 5965.528320
	Iteration 26Q: 3 clusters Score -2.013685e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126419 members 
Mstep: Class 2 contains 40836 members 
Entering Unmasked Estep 
Score: -20136872.000000 Penalty: 5965.528320
	Iteration 27Q: 3 clusters Score -2.013687e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126463 members 
Mstep: Class 2 contains 40792 members 
Entering Unmasked Estep 
Score: -20136870.000000 Penalty: 5965.528320
	Iteration 28Q: 3 clusters Score -2.013687e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126494 members 
Mstep: Class 2 contains 40761 members 
Entering Unmasked Estep 
Score: -20136862.000000 Penalty: 5965.528320
	Iteration 29Q: 3 clusters Score -2.013686e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126514 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -20136856.000000 Penalty: 5965.528320
	Iteration 30Q: 3 clusters Score -2.013686e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126538 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -20136852.000000 Penalty: 5965.528320
	Iteration 31Q: 3 clusters Score -2.013685e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126559 members 
Mstep: Class 2 contains 40696 members 
Entering Unmasked Estep 
Score: -20136844.000000 Penalty: 5965.528320
	Iteration 32Q: 3 clusters Score -2.013684e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126581 members 
Mstep: Class 2 contains 40674 members 
Entering Unmasked Estep 
Score: -20136848.000000 Penalty: 5965.528320
	Iteration 33Q: 3 clusters Score -2.013685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 40658 members 
Entering Unmasked Estep 
Score: -20136824.000000 Penalty: 5965.528320
	Iteration 34Q: 3 clusters Score -2.013682e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126617 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -20136852.000000 Penalty: 5965.528320
	Iteration 35Q: 3 clusters Score -2.013685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126630 members 
Mstep: Class 2 contains 40625 members 
Entering Unmasked Estep 
Score: -20136846.000000 Penalty: 5965.528320
	Iteration 36Q: 3 clusters Score -2.013685e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126645 members 
Mstep: Class 2 contains 40610 members 
Entering Unmasked Estep 
Score: -20136864.000000 Penalty: 5965.528320
	Iteration 37Q: 3 clusters Score -2.013686e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126661 members 
Mstep: Class 2 contains 40594 members 
Entering Unmasked Estep 
Score: -20136848.000000 Penalty: 5965.528320
	Iteration 38Q: 3 clusters Score -2.013685e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126677 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -20136840.000000 Penalty: 5965.528320
	Iteration 39Q: 3 clusters Score -2.013684e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126691 members 
Mstep: Class 2 contains 40564 members 
Entering Unmasked Estep 
Score: -20136832.000000 Penalty: 5965.528320
	Iteration 40F: 3 clusters Score -2.013683e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -20136826.000000 Penalty: 5965.528320
	Iteration 41Q: 3 clusters Score -2.013683e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126727 members 
Mstep: Class 2 contains 40528 members 
Entering Unmasked Estep 
Score: -20136830.000000 Penalty: 5965.528320
	Iteration 42Q: 3 clusters Score -2.013683e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126738 members 
Mstep: Class 2 contains 40517 members 
Entering Unmasked Estep 
Score: -20136846.000000 Penalty: 5965.528320
	Iteration 43Q: 3 clusters Score -2.013685e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126750 members 
Mstep: Class 2 contains 40505 members 
Entering Unmasked Estep 
Score: -20136838.000000 Penalty: 5965.528320
	Iteration 44Q: 3 clusters Score -2.013684e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126772 members 
Mstep: Class 2 contains 40483 members 
Entering Unmasked Estep 
Score: -20136864.000000 Penalty: 5965.528320
	Iteration 45Q: 3 clusters Score -2.013686e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -20136878.000000 Penalty: 5965.528320
	Iteration 46Q: 3 clusters Score -2.013688e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126835 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -20136850.000000 Penalty: 5965.528320
	Iteration 47Q: 3 clusters Score -2.013685e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126875 members 
Mstep: Class 2 contains 40380 members 
Entering Unmasked Estep 
Score: -20136842.000000 Penalty: 5965.528320
	Iteration 48Q: 3 clusters Score -2.013684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126922 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -20136840.000000 Penalty: 5965.528320
	Iteration 49Q: 3 clusters Score -2.013684e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126969 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -20136864.000000 Penalty: 5965.528320
	Iteration 50Q: 3 clusters Score -2.013686e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127005 members 
Mstep: Class 2 contains 40250 members 
Entering Unmasked Estep 
Score: -20136864.000000 Penalty: 5965.528320
	Iteration 51Q: 3 clusters Score -2.013686e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127043 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -20136880.000000 Penalty: 5965.528320
	Iteration 52Q: 3 clusters Score -2.013688e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 40156 members 
Entering Unmasked Estep 
Score: -20136856.000000 Penalty: 5965.528320
	Iteration 53Q: 3 clusters Score -2.013686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127151 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -20136848.000000 Penalty: 5965.528320
	Iteration 54Q: 3 clusters Score -2.013685e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127189 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -20136838.000000 Penalty: 5965.528320
	Iteration 55Q: 3 clusters Score -2.013684e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127227 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -20136834.000000 Penalty: 5965.528320
	Iteration 56Q: 3 clusters Score -2.013683e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127266 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -20136836.000000 Penalty: 5965.528320
	Iteration 57Q: 3 clusters Score -2.013684e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127303 members 
Mstep: Class 2 contains 39952 members 
Entering Unmasked Estep 
Score: -20136844.000000 Penalty: 5965.528320
	Iteration 58Q: 3 clusters Score -2.013684e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127335 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -20136826.000000 Penalty: 5965.528320
	Iteration 59Q: 3 clusters Score -2.013683e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127366 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -20136836.000000 Penalty: 5965.528320
	Iteration 60F: 3 clusters Score -2.013684e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127401 members 
Mstep: Class 2 contains 39854 members 
Entering Unmasked Estep 
Score: -20136810.000000 Penalty: 5965.528320
	Iteration 61Q: 3 clusters Score -2.013681e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127422 members 
Mstep: Class 2 contains 39833 members 
Entering Unmasked Estep 
Score: -20136822.000000 Penalty: 5965.528320
	Iteration 62Q: 3 clusters Score -2.013682e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127441 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -20136808.000000 Penalty: 5965.528320
	Iteration 63Q: 3 clusters Score -2.013681e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127463 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -20136790.000000 Penalty: 5965.528320
	Iteration 64Q: 3 clusters Score -2.013679e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127487 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -20136798.000000 Penalty: 5965.528320
	Iteration 65Q: 3 clusters Score -2.01368e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127506 members 
Mstep: Class 2 contains 39749 members 
Entering Unmasked Estep 
Score: -20136774.000000 Penalty: 5965.528320
	Iteration 66Q: 3 clusters Score -2.013677e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127529 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -20136782.000000 Penalty: 5965.528320
	Iteration 67Q: 3 clusters Score -2.013678e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127551 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -20136804.000000 Penalty: 5965.528320
	Iteration 68Q: 3 clusters Score -2.01368e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127567 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -20136820.000000 Penalty: 5965.528320
	Iteration 69Q: 3 clusters Score -2.013682e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127594 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -20136818.000000 Penalty: 5965.528320
	Iteration 70Q: 3 clusters Score -2.013682e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127625 members 
Mstep: Class 2 contains 39630 members 
Entering Unmasked Estep 
Score: -20136830.000000 Penalty: 5965.528320
	Iteration 71Q: 3 clusters Score -2.013683e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127658 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -20136818.000000 Penalty: 5965.528320
	Iteration 72Q: 3 clusters Score -2.013682e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127691 members 
Mstep: Class 2 contains 39564 members 
Entering Unmasked Estep 
Score: -20136774.000000 Penalty: 5965.528320
	Iteration 73Q: 3 clusters Score -2.013677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127713 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -20136752.000000 Penalty: 5965.528320
	Iteration 74Q: 3 clusters Score -2.013675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127727 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -20136752.000000 Penalty: 5965.528320
	Iteration 75Q: 3 clusters Score -2.013675e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127741 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -20136788.000000 Penalty: 5965.528320
	Iteration 76Q: 3 clusters Score -2.013679e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127753 members 
Mstep: Class 2 contains 39502 members 
Entering Unmasked Estep 
Score: -20136808.000000 Penalty: 5965.528320
	Iteration 77Q: 3 clusters Score -2.013681e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127776 members 
Mstep: Class 2 contains 39479 members 
Entering Unmasked Estep 
Score: -20136772.000000 Penalty: 5965.528320
	Iteration 78Q: 3 clusters Score -2.013677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127792 members 
Mstep: Class 2 contains 39463 members 
Entering Unmasked Estep 
Score: -20136774.000000 Penalty: 5965.528320
	Iteration 79Q: 3 clusters Score -2.013677e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127810 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -20136762.000000 Penalty: 5965.528320
	Iteration 80F: 3 clusters Score -2.013676e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127834 members 
Mstep: Class 2 contains 39421 members 
Entering Unmasked Estep 
Score: -20136760.000000 Penalty: 5965.528320
	Iteration 81Q: 3 clusters Score -2.013676e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127862 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -20136726.000000 Penalty: 5965.528320
	Iteration 82Q: 3 clusters Score -2.013673e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127885 members 
Mstep: Class 2 contains 39370 members 
Entering Unmasked Estep 
Score: -20136730.000000 Penalty: 5965.528320
	Iteration 83Q: 3 clusters Score -2.013673e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127903 members 
Mstep: Class 2 contains 39352 members 
Entering Unmasked Estep 
Score: -20136716.000000 Penalty: 5965.528320
	Iteration 84Q: 3 clusters Score -2.013672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Mstep: Class 2 contains 39337 members 
Entering Unmasked Estep 
Score: -20136726.000000 Penalty: 5965.528320
	Iteration 85Q: 3 clusters Score -2.013673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 39325 members 
Entering Unmasked Estep 
Score: -20136734.000000 Penalty: 5965.528320
	Iteration 86Q: 3 clusters Score -2.013673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127938 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -20136724.000000 Penalty: 5965.528320
	Iteration 87Q: 3 clusters Score -2.013672e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127944 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -20136728.000000 Penalty: 5965.528320
	Iteration 88Q: 3 clusters Score -2.013673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127946 members 
Mstep: Class 2 contains 39309 members 
Entering Unmasked Estep 
Score: -20136716.000000 Penalty: 5965.528320
	Iteration 89Q: 3 clusters Score -2.013672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127948 members 
Mstep: Class 2 contains 39307 members 
Entering Unmasked Estep 
Score: -20136724.000000 Penalty: 5965.528320
	Iteration 90Q: 3 clusters Score -2.013672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127952 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -20136722.000000 Penalty: 5965.528320
	Iteration 91Q: 3 clusters Score -2.013672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127955 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -20136716.000000 Penalty: 5965.528320
	Iteration 92Q: 3 clusters Score -2.013672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127955 members 
Mstep: Class 2 contains 39300 members 
Entering Unmasked Estep 
Score: -20136716.000000 Penalty: 5965.528320
	Iteration 93F: 3 clusters Score -2.013672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Entering Unmasked Estep 
Score: -4186875.000000 Penalty: 2594.452637
	Iteration 0F: 2 clusters Score -4186875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4163123.750000 Penalty: 5188.905273
	Iteration 0F: 3 clusters Score -4163124 nChanged 15871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -4171684.750000 Penalty: 5188.905273
	Iteration 1F: 3 clusters Score -4171685 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -4172171.000000 Penalty: 5188.905273
	Iteration 2Q: 3 clusters Score -4172171 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -4172621.000000 Penalty: 5188.905273
	Iteration 3Q: 3 clusters Score -4172621 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21181 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -4173183.500000 Penalty: 5188.905273
	Iteration 4Q: 3 clusters Score -4173184 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -4174057.000000 Penalty: 5188.905273
	Iteration 5Q: 3 clusters Score -4174057 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -4175347.750000 Penalty: 5188.905273
	Iteration 6F: 3 clusters Score -4175348 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -4177257.500000 Penalty: 5188.905273
	Iteration 7F: 3 clusters Score -4177258 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4179613.250000 Penalty: 5188.905273
	Iteration 8F: 3 clusters Score -4179613 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31997 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -4181849.750000 Penalty: 5188.905273
	Iteration 9F: 3 clusters Score -4181850 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -4183278.750000 Penalty: 5188.905273
	Iteration 10Q: 3 clusters Score -4183279 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4183926.000000 Penalty: 5188.905273
	Iteration 11Q: 3 clusters Score -4183926 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34493 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4184232.250000 Penalty: 5188.905273
	Iteration 12Q: 3 clusters Score -4184232 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4184382.750000 Penalty: 5188.905273
	Iteration 13Q: 3 clusters Score -4184383 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4184441.500000 Penalty: 5188.905273
	Iteration 14Q: 3 clusters Score -4184442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34676 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -4184474.750000 Penalty: 5188.905273
	Iteration 15Q: 3 clusters Score -4184475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34687 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4184502.250000 Penalty: 5188.905273
	Iteration 16Q: 3 clusters Score -4184502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -4184531.500000 Penalty: 5188.905273
	Iteration 17Q: 3 clusters Score -4184532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -4184548.250000 Penalty: 5188.905273
	Iteration 18Q: 3 clusters Score -4184548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -4184558.250000 Penalty: 5188.905273
	Iteration 19Q: 3 clusters Score -4184558 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -4184561.000000 Penalty: 5188.905273
	Iteration 20F: 3 clusters Score -4184561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4184562.750000 Penalty: 5188.905273
	Iteration 21Q: 3 clusters Score -4184563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -4184562.750000 Penalty: 5188.905273
	Iteration 22F: 3 clusters Score -4184563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (34613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Entering Unmasked Estep 
Score: -4019839.000000 Penalty: 2592.092041
	Iteration 0F: 2 clusters Score -4019839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -3996227.750000 Penalty: 5184.184082
	Iteration 0F: 3 clusters Score -3996228 nChanged 15775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4004920.250000 Penalty: 5184.184082
	Iteration 1F: 3 clusters Score -4004920 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -4005528.500000 Penalty: 5184.184082
	Iteration 2Q: 3 clusters Score -4005528 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -4006188.250000 Penalty: 5184.184082
	Iteration 3Q: 3 clusters Score -4006188 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -4006917.000000 Penalty: 5184.184082
	Iteration 4Q: 3 clusters Score -4006917 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -4007715.000000 Penalty: 5184.184082
	Iteration 5F: 3 clusters Score -4007715 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4008518.750000 Penalty: 5184.184082
	Iteration 6F: 3 clusters Score -4008519 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -4009394.500000 Penalty: 5184.184082
	Iteration 7F: 3 clusters Score -4009394 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 11641 members 
Entering Unmasked Estep 
Score: -4010410.000000 Penalty: 5184.184082
	Iteration 8F: 3 clusters Score -4010410 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -4011501.750000 Penalty: 5184.184082
	Iteration 9F: 3 clusters Score -4011502 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4012625.750000 Penalty: 5184.184082
	Iteration 10F: 3 clusters Score -4012626 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28235 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -4013974.500000 Penalty: 5184.184082
	Iteration 11F: 3 clusters Score -4013974 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -4015491.250000 Penalty: 5184.184082
	Iteration 12F: 3 clusters Score -4015491 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -4016852.250000 Penalty: 5184.184082
	Iteration 13Q: 3 clusters Score -4016852 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4017783.000000 Penalty: 5184.184082
	Iteration 14Q: 3 clusters Score -4017783 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32950 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -4018324.500000 Penalty: 5184.184082
	Iteration 15Q: 3 clusters Score -4018324 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -4018522.250000 Penalty: 5184.184082
	Iteration 16Q: 3 clusters Score -4018522 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -4018605.750000 Penalty: 5184.184082
	Iteration 17Q: 3 clusters Score -4018606 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4018645.500000 Penalty: 5184.184082
	Iteration 18Q: 3 clusters Score -4018646 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33453 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -4018671.000000 Penalty: 5184.184082
	Iteration 19Q: 3 clusters Score -4018671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -4018689.000000 Penalty: 5184.184082
	Iteration 20F: 3 clusters Score -4018689 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -4018701.250000 Penalty: 5184.184082
	Iteration 21Q: 3 clusters Score -4018701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -4018708.000000 Penalty: 5184.184082
	Iteration 22Q: 3 clusters Score -4018708 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4018714.000000 Penalty: 5184.184082
	Iteration 23Q: 3 clusters Score -4018714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -4018724.500000 Penalty: 5184.184082
	Iteration 24Q: 3 clusters Score -4018724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4018720.250000 Penalty: 5184.184082
	Iteration 25Q: 3 clusters Score -4018720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33561 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -4018719.250000 Penalty: 5184.184082
	Iteration 26Q: 3 clusters Score -4018719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -4018724.750000 Penalty: 5184.184082
	Iteration 27Q: 3 clusters Score -4018725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4018727.250000 Penalty: 5184.184082
	Iteration 28Q: 3 clusters Score -4018727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -4018727.750000 Penalty: 5184.184082
	Iteration 29Q: 3 clusters Score -4018728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33576 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -4018728.500000 Penalty: 5184.184082
	Iteration 30Q: 3 clusters Score -4018728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33580 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4018727.250000 Penalty: 5184.184082
	Iteration 31Q: 3 clusters Score -4018727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4018732.250000 Penalty: 5184.184082
	Iteration 32Q: 3 clusters Score -4018732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33585 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4018731.250000 Penalty: 5184.184082
	Iteration 33Q: 3 clusters Score -4018731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33586 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4018733.250000 Penalty: 5184.184082
	Iteration 34Q: 3 clusters Score -4018733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -4018728.250000 Penalty: 5184.184082
	Iteration 35Q: 3 clusters Score -4018728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -4018726.500000 Penalty: 5184.184082
	Iteration 36Q: 3 clusters Score -4018726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -4018731.750000 Penalty: 5184.184082
	Iteration 37Q: 3 clusters Score -4018732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33597 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4018739.500000 Penalty: 5184.184082
	Iteration 38Q: 3 clusters Score -4018740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33602 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4018735.500000 Penalty: 5184.184082
	Iteration 39Q: 3 clusters Score -4018736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33607 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -4018734.500000 Penalty: 5184.184082
	Iteration 40F: 3 clusters Score -4018734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4018736.000000 Penalty: 5184.184082
	Iteration 41Q: 3 clusters Score -4018736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4018738.750000 Penalty: 5184.184082
	Iteration 42Q: 3 clusters Score -4018739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4018738.750000 Penalty: 5184.184082
	Iteration 43F: 3 clusters Score -4018739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Entering Unmasked Estep 
Score: -5026823.500000 Penalty: 2636.125244
	Iteration 0F: 2 clusters Score -5026824 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -4998892.000000 Penalty: 5272.250488
	Iteration 0F: 3 clusters Score -4998892 nChanged 18871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5008979.000000 Penalty: 5272.250488
	Iteration 1F: 3 clusters Score -5008979 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19605 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -5009455.000000 Penalty: 5272.250488
	Iteration 2Q: 3 clusters Score -5009455 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -5009907.500000 Penalty: 5272.250488
	Iteration 3Q: 3 clusters Score -5009908 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -5010515.000000 Penalty: 5272.250488
	Iteration 4Q: 3 clusters Score -5010515 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -5011234.000000 Penalty: 5272.250488
	Iteration 5Q: 3 clusters Score -5011234 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -5012488.500000 Penalty: 5272.250488
	Iteration 6F: 3 clusters Score -5012488 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 28394 members 
Entering Unmasked Estep 
Score: -5014423.500000 Penalty: 5272.250488
	Iteration 7F: 3 clusters Score -5014424 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -5017207.500000 Penalty: 5272.250488
	Iteration 8F: 3 clusters Score -5017208 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 33604 members 
Entering Unmasked Estep 
Score: -5020369.000000 Penalty: 5272.250488
	Iteration 9F: 3 clusters Score -5020369 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -5022903.000000 Penalty: 5272.250488
	Iteration 10F: 3 clusters Score -5022903 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -5024323.500000 Penalty: 5272.250488
	Iteration 11Q: 3 clusters Score -5024324 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -5024892.500000 Penalty: 5272.250488
	Iteration 12Q: 3 clusters Score -5024892 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 36475 members 
Entering Unmasked Estep 
Score: -5025116.500000 Penalty: 5272.250488
	Iteration 13Q: 3 clusters Score -5025116 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 36571 members 
Entering Unmasked Estep 
Score: -5025248.500000 Penalty: 5272.250488
	Iteration 14Q: 3 clusters Score -5025248 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -5025304.000000 Penalty: 5272.250488
	Iteration 15Q: 3 clusters Score -5025304 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 36739 members 
Entering Unmasked Estep 
Score: -5025363.000000 Penalty: 5272.250488
	Iteration 16Q: 3 clusters Score -5025363 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 36820 members 
Entering Unmasked Estep 
Score: -5025392.500000 Penalty: 5272.250488
	Iteration 17Q: 3 clusters Score -5025392 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -5025429.000000 Penalty: 5272.250488
	Iteration 18Q: 3 clusters Score -5025429 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 36901 members 
Entering Unmasked Estep 
Score: -5025439.000000 Penalty: 5272.250488
	Iteration 19Q: 3 clusters Score -5025439 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 36912 members 
Entering Unmasked Estep 
Score: -5025445.000000 Penalty: 5272.250488
	Iteration 20F: 3 clusters Score -5025445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 36925 members 
Entering Unmasked Estep 
Score: -5025454.000000 Penalty: 5272.250488
	Iteration 21Q: 3 clusters Score -5025454 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -5025462.000000 Penalty: 5272.250488
	Iteration 22Q: 3 clusters Score -5025462 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 36935 members 
Entering Unmasked Estep 
Score: -5025465.000000 Penalty: 5272.250488
	Iteration 23Q: 3 clusters Score -5025465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -5025465.000000 Penalty: 5272.250488
	Iteration 24Q: 3 clusters Score -5025465 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 36951 members 
Entering Unmasked Estep 
Score: -5025473.000000 Penalty: 5272.250488
	Iteration 25Q: 3 clusters Score -5025473 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 36956 members 
Entering Unmasked Estep 
Score: -5025471.000000 Penalty: 5272.250488
	Iteration 26Q: 3 clusters Score -5025471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5025475.500000 Penalty: 5272.250488
	Iteration 27Q: 3 clusters Score -5025476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -5025480.000000 Penalty: 5272.250488
	Iteration 28Q: 3 clusters Score -5025480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -5025476.500000 Penalty: 5272.250488
	Iteration 29Q: 3 clusters Score -5025476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 36959 members 
Entering Unmasked Estep 
Score: -5025479.000000 Penalty: 5272.250488
	Iteration 30Q: 3 clusters Score -5025479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5025481.000000 Penalty: 5272.250488
	Iteration 31Q: 3 clusters Score -5025481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 36957 members 
Entering Unmasked Estep 
Score: -5025472.000000 Penalty: 5272.250488
	Iteration 32Q: 3 clusters Score -5025472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -5025479.000000 Penalty: 5272.250488
	Iteration 33Q: 3 clusters Score -5025479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -5025476.500000 Penalty: 5272.250488
	Iteration 34Q: 3 clusters Score -5025476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 36961 members 
Entering Unmasked Estep 
Score: -5025468.000000 Penalty: 5272.250488
	Iteration 35Q: 3 clusters Score -5025468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -5025471.000000 Penalty: 5272.250488
	Iteration 36Q: 3 clusters Score -5025471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -5025472.000000 Penalty: 5272.250488
	Iteration 37Q: 3 clusters Score -5025472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -5025473.000000 Penalty: 5272.250488
	Iteration 38Q: 3 clusters Score -5025473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -5025473.000000 Penalty: 5272.250488
	Iteration 39F: 3 clusters Score -5025473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Entering Unmasked Estep 
Score: -331381.312500 Penalty: 1958.713867
	Iteration 0F: 2 clusters Score -331381.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -328298.250000 Penalty: 3917.427734
	Iteration 0F: 3 clusters Score -328298.2 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -328897.750000 Penalty: 3917.427734
	Iteration 1F: 3 clusters Score -328897.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -329022.687500 Penalty: 3917.427734
	Iteration 2F: 3 clusters Score -329022.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -329093.312500 Penalty: 3917.427734
	Iteration 3Q: 3 clusters Score -329093.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -329139.375000 Penalty: 3917.427734
	Iteration 4Q: 3 clusters Score -329139.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -329177.375000 Penalty: 3917.427734
	Iteration 5Q: 3 clusters Score -329177.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -329200.750000 Penalty: 3917.427734
	Iteration 6Q: 3 clusters Score -329200.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -329218.000000 Penalty: 3917.427734
	Iteration 7Q: 3 clusters Score -329218 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -329231.187500 Penalty: 3917.427734
	Iteration 8Q: 3 clusters Score -329231.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -329243.875000 Penalty: 3917.427734
	Iteration 9Q: 3 clusters Score -329243.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -329254.312500 Penalty: 3917.427734
	Iteration 10Q: 3 clusters Score -329254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -329264.062500 Penalty: 3917.427734
	Iteration 11Q: 3 clusters Score -329264.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -329269.062500 Penalty: 3917.427734
	Iteration 12Q: 3 clusters Score -329269.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -329273.468750 Penalty: 3917.427734
	Iteration 13Q: 3 clusters Score -329273.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -329277.843750 Penalty: 3917.427734
	Iteration 14Q: 3 clusters Score -329277.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -329284.218750 Penalty: 3917.427734
	Iteration 15Q: 3 clusters Score -329284.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -329290.125000 Penalty: 3917.427734
	Iteration 16Q: 3 clusters Score -329290.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -329297.562500 Penalty: 3917.427734
	Iteration 17Q: 3 clusters Score -329297.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -329301.562500 Penalty: 3917.427734
	Iteration 18Q: 3 clusters Score -329301.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -329304.625000 Penalty: 3917.427734
	Iteration 19Q: 3 clusters Score -329304.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -329305.437500 Penalty: 3917.427734
	Iteration 20F: 3 clusters Score -329305.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -329307.062500 Penalty: 3917.427734
	Iteration 21Q: 3 clusters Score -329307.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -329307.468750 Penalty: 3917.427734
	Iteration 22Q: 3 clusters Score -329307.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -329308.250000 Penalty: 3917.427734
	Iteration 23Q: 3 clusters Score -329308.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -329308.250000 Penalty: 3917.427734
	Iteration 24F: 3 clusters Score -329308.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (160180 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160180 members 
Entering Unmasked Estep 
Score: -19279702.000000 Penalty: 2972.045410
	Iteration 0F: 2 clusters Score -1.92797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 80289 members 
Entering Unmasked Estep 
Score: -19174044.000000 Penalty: 5944.090820
	Iteration 0F: 3 clusters Score -1.917404e+07 nChanged 76761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75840 members 
Mstep: Class 2 contains 84340 members 
Entering Unmasked Estep 
Score: -19218156.000000 Penalty: 5944.090820
	Iteration 1F: 3 clusters Score -1.921816e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73218 members 
Mstep: Class 2 contains 86962 members 
Entering Unmasked Estep 
Score: -19219280.000000 Penalty: 5944.090820
	Iteration 2Q: 3 clusters Score -1.921928e+07 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69208 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -19220794.000000 Penalty: 5944.090820
	Iteration 3Q: 3 clusters Score -1.922079e+07 nChanged 6727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63209 members 
Mstep: Class 2 contains 96971 members 
Entering Unmasked Estep 
Score: -19223396.000000 Penalty: 5944.090820
	Iteration 4Q: 3 clusters Score -1.92234e+07 nChanged 9136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 105787 members 
Entering Unmasked Estep 
Score: -19228322.000000 Penalty: 5944.090820
	Iteration 5F: 3 clusters Score -1.922832e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 118024 members 
Entering Unmasked Estep 
Score: -19237232.000000 Penalty: 5944.090820
	Iteration 6F: 3 clusters Score -1.923723e+07 nChanged 14689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27497 members 
Mstep: Class 2 contains 132683 members 
Entering Unmasked Estep 
Score: -19250802.000000 Penalty: 5944.090820
	Iteration 7F: 3 clusters Score -1.92508e+07 nChanged 13672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 146347 members 
Entering Unmasked Estep 
Score: -19264832.000000 Penalty: 5944.090820
	Iteration 8F: 3 clusters Score -1.926483e+07 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 155039 members 
Entering Unmasked Estep 
Score: -19273100.000000 Penalty: 5944.090820
	Iteration 9F: 3 clusters Score -1.92731e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 158590 members 
Entering Unmasked Estep 
Score: -19275802.000000 Penalty: 5944.090820
	Iteration 10Q: 3 clusters Score -1.92758e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -19276586.000000 Penalty: 5944.090820
	Iteration 11Q: 3 clusters Score -1.927659e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 159876 members 
Entering Unmasked Estep 
Score: -19276884.000000 Penalty: 5944.090820
	Iteration 12Q: 3 clusters Score -1.927688e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 159933 members 
Entering Unmasked Estep 
Score: -19276946.000000 Penalty: 5944.090820
	Iteration 13Q: 3 clusters Score -1.927695e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 159961 members 
Entering Unmasked Estep 
Score: -19276992.000000 Penalty: 5944.090820
	Iteration 14Q: 3 clusters Score -1.927699e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 159972 members 
Entering Unmasked Estep 
Score: -19277010.000000 Penalty: 5944.090820
	Iteration 15Q: 3 clusters Score -1.927701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 159978 members 
Entering Unmasked Estep 
Score: -19277026.000000 Penalty: 5944.090820
	Iteration 16Q: 3 clusters Score -1.927703e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159982 members 
Entering Unmasked Estep 
Score: -19277042.000000 Penalty: 5944.090820
	Iteration 17Q: 3 clusters Score -1.927704e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 159983 members 
Entering Unmasked Estep 
Score: -19277052.000000 Penalty: 5944.090820
	Iteration 18Q: 3 clusters Score -1.927705e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159982 members 
Entering Unmasked Estep 
Score: -19277050.000000 Penalty: 5944.090820
	Iteration 19Q: 3 clusters Score -1.927705e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 159982 members 
Entering Unmasked Estep 
Score: -19277050.000000 Penalty: 5944.090820
	Iteration 20F: 3 clusters Score -1.927705e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Entering Unmasked Estep 
Score: -537994.125000 Penalty: 2090.342041
	Iteration 0F: 2 clusters Score -537994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -533765.125000 Penalty: 4180.684082
	Iteration 0F: 3 clusters Score -533765.1 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -534691.937500 Penalty: 4180.684082
	Iteration 1F: 3 clusters Score -534691.9 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -534931.875000 Penalty: 4180.684082
	Iteration 2F: 3 clusters Score -534931.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -535095.687500 Penalty: 4180.684082
	Iteration 3F: 3 clusters Score -535095.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -535246.375000 Penalty: 4180.684082
	Iteration 4Q: 3 clusters Score -535246.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -535359.687500 Penalty: 4180.684082
	Iteration 5Q: 3 clusters Score -535359.7 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -535470.312500 Penalty: 4180.684082
	Iteration 6Q: 3 clusters Score -535470.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -535618.500000 Penalty: 4180.684082
	Iteration 7Q: 3 clusters Score -535618.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -535751.687500 Penalty: 4180.684082
	Iteration 8Q: 3 clusters Score -535751.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -535864.500000 Penalty: 4180.684082
	Iteration 9Q: 3 clusters Score -535864.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -535957.937500 Penalty: 4180.684082
	Iteration 10Q: 3 clusters Score -535957.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -536040.812500 Penalty: 4180.684082
	Iteration 11Q: 3 clusters Score -536040.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -536102.437500 Penalty: 4180.684082
	Iteration 12Q: 3 clusters Score -536102.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -536146.187500 Penalty: 4180.684082
	Iteration 13Q: 3 clusters Score -536146.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -536194.000000 Penalty: 4180.684082
	Iteration 14Q: 3 clusters Score -536194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -536230.062500 Penalty: 4180.684082
	Iteration 15Q: 3 clusters Score -536230.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -536264.187500 Penalty: 4180.684082
	Iteration 16Q: 3 clusters Score -536264.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -536289.500000 Penalty: 4180.684082
	Iteration 17Q: 3 clusters Score -536289.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -536317.375000 Penalty: 4180.684082
	Iteration 18Q: 3 clusters Score -536317.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -536339.312500 Penalty: 4180.684082
	Iteration 19Q: 3 clusters Score -536339.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -536363.062500 Penalty: 4180.684082
	Iteration 20F: 3 clusters Score -536363.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -536387.437500 Penalty: 4180.684082
	Iteration 21Q: 3 clusters Score -536387.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -536413.562500 Penalty: 4180.684082
	Iteration 22Q: 3 clusters Score -536413.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -536436.250000 Penalty: 4180.684082
	Iteration 23Q: 3 clusters Score -536436.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -536454.437500 Penalty: 4180.684082
	Iteration 24Q: 3 clusters Score -536454.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -536475.750000 Penalty: 4180.684082
	Iteration 25Q: 3 clusters Score -536475.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -536503.937500 Penalty: 4180.684082
	Iteration 26Q: 3 clusters Score -536503.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -536527.000000 Penalty: 4180.684082
	Iteration 27Q: 3 clusters Score -536527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -536553.562500 Penalty: 4180.684082
	Iteration 28Q: 3 clusters Score -536553.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -536570.000000 Penalty: 4180.684082
	Iteration 29Q: 3 clusters Score -536570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -536586.875000 Penalty: 4180.684082
	Iteration 30Q: 3 clusters Score -536586.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -536597.562500 Penalty: 4180.684082
	Iteration 31Q: 3 clusters Score -536597.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -536610.437500 Penalty: 4180.684082
	Iteration 32Q: 3 clusters Score -536610.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -536621.812500 Penalty: 4180.684082
	Iteration 33Q: 3 clusters Score -536621.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -536631.625000 Penalty: 4180.684082
	Iteration 34Q: 3 clusters Score -536631.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -536644.250000 Penalty: 4180.684082
	Iteration 35Q: 3 clusters Score -536644.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -536655.750000 Penalty: 4180.684082
	Iteration 36Q: 3 clusters Score -536655.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -536670.250000 Penalty: 4180.684082
	Iteration 37Q: 3 clusters Score -536670.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -536686.062500 Penalty: 4180.684082
	Iteration 38Q: 3 clusters Score -536686.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -536697.625000 Penalty: 4180.684082
	Iteration 39Q: 3 clusters Score -536697.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -536707.875000 Penalty: 4180.684082
	Iteration 40F: 3 clusters Score -536707.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -536716.625000 Penalty: 4180.684082
	Iteration 41Q: 3 clusters Score -536716.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -536722.625000 Penalty: 4180.684082
	Iteration 42Q: 3 clusters Score -536722.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -536727.875000 Penalty: 4180.684082
	Iteration 43Q: 3 clusters Score -536727.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -536732.750000 Penalty: 4180.684082
	Iteration 44Q: 3 clusters Score -536732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -536736.625000 Penalty: 4180.684082
	Iteration 45Q: 3 clusters Score -536736.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -536737.375000 Penalty: 4180.684082
	Iteration 46Q: 3 clusters Score -536737.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -536739.000000 Penalty: 4180.684082
	Iteration 47Q: 3 clusters Score -536739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -536742.187500 Penalty: 4180.684082
	Iteration 48Q: 3 clusters Score -536742.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -536748.062500 Penalty: 4180.684082
	Iteration 49Q: 3 clusters Score -536748.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -536751.625000 Penalty: 4180.684082
	Iteration 50Q: 3 clusters Score -536751.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -536754.312500 Penalty: 4180.684082
	Iteration 51Q: 3 clusters Score -536754.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -536758.625000 Penalty: 4180.684082
	Iteration 52Q: 3 clusters Score -536758.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -536760.312500 Penalty: 4180.684082
	Iteration 53Q: 3 clusters Score -536760.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -536765.125000 Penalty: 4180.684082
	Iteration 54Q: 3 clusters Score -536765.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -536767.687500 Penalty: 4180.684082
	Iteration 55Q: 3 clusters Score -536767.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -536771.250000 Penalty: 4180.684082
	Iteration 56Q: 3 clusters Score -536771.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -536774.062500 Penalty: 4180.684082
	Iteration 57Q: 3 clusters Score -536774.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -536778.937500 Penalty: 4180.684082
	Iteration 58Q: 3 clusters Score -536778.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -536780.687500 Penalty: 4180.684082
	Iteration 59Q: 3 clusters Score -536780.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -536780.937500 Penalty: 4180.684082
	Iteration 60F: 3 clusters Score -536780.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -536781.750000 Penalty: 4180.684082
	Iteration 61Q: 3 clusters Score -536781.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -536782.750000 Penalty: 4180.684082
	Iteration 62Q: 3 clusters Score -536782.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -536784.000000 Penalty: 4180.684082
	Iteration 63Q: 3 clusters Score -536784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -536785.312500 Penalty: 4180.684082
	Iteration 64Q: 3 clusters Score -536785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -536787.375000 Penalty: 4180.684082
	Iteration 65Q: 3 clusters Score -536787.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -536790.000000 Penalty: 4180.684082
	Iteration 66Q: 3 clusters Score -536790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -536789.750000 Penalty: 4180.684082
	Iteration 67Q: 3 clusters Score -536789.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -536791.250000 Penalty: 4180.684082
	Iteration 68Q: 3 clusters Score -536791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -536791.750000 Penalty: 4180.684082
	Iteration 69Q: 3 clusters Score -536791.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -536791.437500 Penalty: 4180.684082
	Iteration 70Q: 3 clusters Score -536791.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -536791.437500 Penalty: 4180.684082
	Iteration 71F: 3 clusters Score -536791.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -39177.265625 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -39177.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -37851.429688 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -37851.43 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -38058.320312 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -38058.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38116.757812 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -38116.76 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -38134.937500 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -38134.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38140.933594 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -38140.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -38146.582031 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -38146.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38147.539062 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -38147.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -38147.539062 Penalty: 2974.240234
	Iteration 7F: 3 clusters Score -38147.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206231 members 
Entering Unmasked Estep 
Score: -24881636.000000 Penalty: 3034.714600
	Iteration 0F: 2 clusters Score -2.488164e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103224 members 
Mstep: Class 2 contains 103007 members 
Entering Unmasked Estep 
Score: -24751802.000000 Penalty: 6069.429199
	Iteration 0F: 3 clusters Score -2.47518e+07 nChanged 99162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103816 members 
Mstep: Class 2 contains 102415 members 
Entering Unmasked Estep 
Score: -24809712.000000 Penalty: 6069.429199
	Iteration 1F: 3 clusters Score -2.480971e+07 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104466 members 
Mstep: Class 2 contains 101765 members 
Entering Unmasked Estep 
Score: -24810622.000000 Penalty: 6069.429199
	Iteration 2Q: 3 clusters Score -2.481062e+07 nChanged 5383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105393 members 
Mstep: Class 2 contains 100838 members 
Entering Unmasked Estep 
Score: -24811656.000000 Penalty: 6069.429199
	Iteration 3Q: 3 clusters Score -2.481166e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106812 members 
Mstep: Class 2 contains 99419 members 
Entering Unmasked Estep 
Score: -24813042.000000 Penalty: 6069.429199
	Iteration 4Q: 3 clusters Score -2.481304e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108963 members 
Mstep: Class 2 contains 97268 members 
Entering Unmasked Estep 
Score: -24814732.000000 Penalty: 6069.429199
	Iteration 5Q: 3 clusters Score -2.481473e+07 nChanged 7035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112138 members 
Mstep: Class 2 contains 94093 members 
Entering Unmasked Estep 
Score: -24816988.000000 Penalty: 6069.429199
	Iteration 6Q: 3 clusters Score -2.481699e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116725 members 
Mstep: Class 2 contains 89506 members 
Entering Unmasked Estep 
Score: -24820492.000000 Penalty: 6069.429199
	Iteration 7Q: 3 clusters Score -2.482049e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122951 members 
Mstep: Class 2 contains 83280 members 
Entering Unmasked Estep 
Score: -24825686.000000 Penalty: 6069.429199
	Iteration 8Q: 3 clusters Score -2.482569e+07 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130693 members 
Mstep: Class 2 contains 75538 members 
Entering Unmasked Estep 
Score: -24832988.000000 Penalty: 6069.429199
	Iteration 9F: 3 clusters Score -2.483299e+07 nChanged 12186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139365 members 
Mstep: Class 2 contains 66866 members 
Entering Unmasked Estep 
Score: -24841930.000000 Penalty: 6069.429199
	Iteration 10F: 3 clusters Score -2.484193e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147596 members 
Mstep: Class 2 contains 58635 members 
Entering Unmasked Estep 
Score: -24850654.000000 Penalty: 6069.429199
	Iteration 11F: 3 clusters Score -2.485065e+07 nChanged 10208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154548 members 
Mstep: Class 2 contains 51683 members 
Entering Unmasked Estep 
Score: -24857570.000000 Penalty: 6069.429199
	Iteration 12Q: 3 clusters Score -2.485757e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160493 members 
Mstep: Class 2 contains 45738 members 
Entering Unmasked Estep 
Score: -24861672.000000 Penalty: 6069.429199
	Iteration 13Q: 3 clusters Score -2.486167e+07 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165846 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
Score: -24864436.000000 Penalty: 6069.429199
	Iteration 14Q: 3 clusters Score -2.486444e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170677 members 
Mstep: Class 2 contains 35554 members 
Entering Unmasked Estep 
Score: -24866916.000000 Penalty: 6069.429199
	Iteration 15Q: 3 clusters Score -2.486692e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175182 members 
Mstep: Class 2 contains 31049 members 
Entering Unmasked Estep 
Score: -24869180.000000 Penalty: 6069.429199
	Iteration 16Q: 3 clusters Score -2.486918e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179352 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -24871142.000000 Penalty: 6069.429199
	Iteration 17Q: 3 clusters Score -2.487114e+07 nChanged 3787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183071 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -24872946.000000 Penalty: 6069.429199
	Iteration 18Q: 3 clusters Score -2.487295e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186435 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -24874392.000000 Penalty: 6069.429199
	Iteration 19Q: 3 clusters Score -2.487439e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189295 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -24875616.000000 Penalty: 6069.429199
	Iteration 20F: 3 clusters Score -2.487562e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191795 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -24876664.000000 Penalty: 6069.429199
	Iteration 21Q: 3 clusters Score -2.487666e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193964 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -24877318.000000 Penalty: 6069.429199
	Iteration 22Q: 3 clusters Score -2.487732e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195821 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -24877956.000000 Penalty: 6069.429199
	Iteration 23Q: 3 clusters Score -2.487796e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197397 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -24878446.000000 Penalty: 6069.429199
	Iteration 24Q: 3 clusters Score -2.487845e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198682 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -24878852.000000 Penalty: 6069.429199
	Iteration 25Q: 3 clusters Score -2.487885e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199756 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -24879236.000000 Penalty: 6069.429199
	Iteration 26Q: 3 clusters Score -2.487924e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200631 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -24879476.000000 Penalty: 6069.429199
	Iteration 27Q: 3 clusters Score -2.487948e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201315 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -24879558.000000 Penalty: 6069.429199
	Iteration 28Q: 3 clusters Score -2.487956e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201846 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -24879702.000000 Penalty: 6069.429199
	Iteration 29Q: 3 clusters Score -2.48797e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202277 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -24879806.000000 Penalty: 6069.429199
	Iteration 30Q: 3 clusters Score -2.487981e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202619 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -24879822.000000 Penalty: 6069.429199
	Iteration 31Q: 3 clusters Score -2.487982e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202901 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -24879818.000000 Penalty: 6069.429199
	Iteration 32Q: 3 clusters Score -2.487982e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203142 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -24879874.000000 Penalty: 6069.429199
	Iteration 33Q: 3 clusters Score -2.487987e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203339 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -24879936.000000 Penalty: 6069.429199
	Iteration 34Q: 3 clusters Score -2.487994e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203499 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -24879938.000000 Penalty: 6069.429199
	Iteration 35Q: 3 clusters Score -2.487994e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203621 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -24879934.000000 Penalty: 6069.429199
	Iteration 36Q: 3 clusters Score -2.487993e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203706 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -24879974.000000 Penalty: 6069.429199
	Iteration 37Q: 3 clusters Score -2.487997e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203798 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -24879978.000000 Penalty: 6069.429199
	Iteration 38Q: 3 clusters Score -2.487998e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203883 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -24879934.000000 Penalty: 6069.429199
	Iteration 39Q: 3 clusters Score -2.487993e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203935 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -24879950.000000 Penalty: 6069.429199
	Iteration 40F: 3 clusters Score -2.487995e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203978 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -24879920.000000 Penalty: 6069.429199
	Iteration 41Q: 3 clusters Score -2.487992e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204010 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -24879892.000000 Penalty: 6069.429199
	Iteration 42Q: 3 clusters Score -2.487989e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204036 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -24879898.000000 Penalty: 6069.429199
	Iteration 43Q: 3 clusters Score -2.48799e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204061 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -24879900.000000 Penalty: 6069.429199
	Iteration 44Q: 3 clusters Score -2.48799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204075 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -24879892.000000 Penalty: 6069.429199
	Iteration 45Q: 3 clusters Score -2.487989e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204091 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -24879894.000000 Penalty: 6069.429199
	Iteration 46Q: 3 clusters Score -2.487989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204108 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -24879918.000000 Penalty: 6069.429199
	Iteration 47Q: 3 clusters Score -2.487992e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204125 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -24879902.000000 Penalty: 6069.429199
	Iteration 48Q: 3 clusters Score -2.48799e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204138 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -24879880.000000 Penalty: 6069.429199
	Iteration 49Q: 3 clusters Score -2.487988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204151 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -24879870.000000 Penalty: 6069.429199
	Iteration 50Q: 3 clusters Score -2.487987e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204163 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -24879876.000000 Penalty: 6069.429199
	Iteration 51Q: 3 clusters Score -2.487988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204175 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -24879884.000000 Penalty: 6069.429199
	Iteration 52Q: 3 clusters Score -2.487988e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204187 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -24879884.000000 Penalty: 6069.429199
	Iteration 53Q: 3 clusters Score -2.487988e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204197 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -24879874.000000 Penalty: 6069.429199
	Iteration 54Q: 3 clusters Score -2.487987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204206 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -24879870.000000 Penalty: 6069.429199
	Iteration 55Q: 3 clusters Score -2.487987e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204213 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -24879884.000000 Penalty: 6069.429199
	Iteration 56Q: 3 clusters Score -2.487988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204222 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -24879888.000000 Penalty: 6069.429199
	Iteration 57Q: 3 clusters Score -2.487989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204235 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -24879884.000000 Penalty: 6069.429199
	Iteration 58Q: 3 clusters Score -2.487988e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204238 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -24879892.000000 Penalty: 6069.429199
	Iteration 59Q: 3 clusters Score -2.487989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204246 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -24879890.000000 Penalty: 6069.429199
	Iteration 60F: 3 clusters Score -2.487989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204250 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -24879884.000000 Penalty: 6069.429199
	Iteration 61Q: 3 clusters Score -2.487988e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204255 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -24879882.000000 Penalty: 6069.429199
	Iteration 62Q: 3 clusters Score -2.487988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204258 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -24879886.000000 Penalty: 6069.429199
	Iteration 63Q: 3 clusters Score -2.487989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204260 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -24879880.000000 Penalty: 6069.429199
	Iteration 64Q: 3 clusters Score -2.487988e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204260 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -24879886.000000 Penalty: 6069.429199
	Iteration 65Q: 3 clusters Score -2.487989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204263 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -24879886.000000 Penalty: 6069.429199
	Iteration 66Q: 3 clusters Score -2.487989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204266 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -24879890.000000 Penalty: 6069.429199
	Iteration 67Q: 3 clusters Score -2.487989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204268 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -24879884.000000 Penalty: 6069.429199
	Iteration 68Q: 3 clusters Score -2.487988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204269 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -24879884.000000 Penalty: 6069.429199
	Iteration 69Q: 3 clusters Score -2.487988e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204271 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -24879882.000000 Penalty: 6069.429199
	Iteration 70Q: 3 clusters Score -2.487988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204272 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -24879892.000000 Penalty: 6069.429199
	Iteration 71Q: 3 clusters Score -2.487989e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204273 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -24879888.000000 Penalty: 6069.429199
	Iteration 72Q: 3 clusters Score -2.487989e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204273 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -24879888.000000 Penalty: 6069.429199
	Iteration 73F: 3 clusters Score -2.487989e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Entering Unmasked Estep 
Score: -420096.062500 Penalty: 2018.581299
	Iteration 0F: 2 clusters Score -420096.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -416514.625000 Penalty: 4037.162598
	Iteration 0F: 3 clusters Score -416514.6 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -417265.656250 Penalty: 4037.162598
	Iteration 1F: 3 clusters Score -417265.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -417447.750000 Penalty: 4037.162598
	Iteration 2F: 3 clusters Score -417447.8 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -417551.906250 Penalty: 4037.162598
	Iteration 3F: 3 clusters Score -417551.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -417604.500000 Penalty: 4037.162598
	Iteration 4Q: 3 clusters Score -417604.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -417636.906250 Penalty: 4037.162598
	Iteration 5Q: 3 clusters Score -417636.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -417663.406250 Penalty: 4037.162598
	Iteration 6Q: 3 clusters Score -417663.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -417680.750000 Penalty: 4037.162598
	Iteration 7Q: 3 clusters Score -417680.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -417693.187500 Penalty: 4037.162598
	Iteration 8Q: 3 clusters Score -417693.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -417699.687500 Penalty: 4037.162598
	Iteration 9Q: 3 clusters Score -417699.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -417705.968750 Penalty: 4037.162598
	Iteration 10Q: 3 clusters Score -417706 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -417711.937500 Penalty: 4037.162598
	Iteration 11Q: 3 clusters Score -417711.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -417716.562500 Penalty: 4037.162598
	Iteration 12Q: 3 clusters Score -417716.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -417719.093750 Penalty: 4037.162598
	Iteration 13Q: 3 clusters Score -417719.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -417722.093750 Penalty: 4037.162598
	Iteration 14Q: 3 clusters Score -417722.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -417724.250000 Penalty: 4037.162598
	Iteration 15Q: 3 clusters Score -417724.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -417725.625000 Penalty: 4037.162598
	Iteration 16Q: 3 clusters Score -417725.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -417728.031250 Penalty: 4037.162598
	Iteration 17Q: 3 clusters Score -417728 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -417728.156250 Penalty: 4037.162598
	Iteration 18Q: 3 clusters Score -417728.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -417729.406250 Penalty: 4037.162598
	Iteration 19Q: 3 clusters Score -417729.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -417730.375000 Penalty: 4037.162598
	Iteration 20F: 3 clusters Score -417730.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -417733.031250 Penalty: 4037.162598
	Iteration 21Q: 3 clusters Score -417733 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -417733.343750 Penalty: 4037.162598
	Iteration 22Q: 3 clusters Score -417733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -417734.468750 Penalty: 4037.162598
	Iteration 23Q: 3 clusters Score -417734.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -417734.406250 Penalty: 4037.162598
	Iteration 24Q: 3 clusters Score -417734.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -417736.218750 Penalty: 4037.162598
	Iteration 25Q: 3 clusters Score -417736.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -417737.187500 Penalty: 4037.162598
	Iteration 26Q: 3 clusters Score -417737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -417738.062500 Penalty: 4037.162598
	Iteration 27Q: 3 clusters Score -417738.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -417738.062500 Penalty: 4037.162598
	Iteration 28F: 3 clusters Score -417738.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Entering Unmasked Estep 
Score: -1513208.625000 Penalty: 2341.322510
	Iteration 0F: 2 clusters Score -1513209 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 6308 members 
Entering Unmasked Estep 
Score: -1503873.000000 Penalty: 4682.645020
	Iteration 0F: 3 clusters Score -1503873 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1506716.500000 Penalty: 4682.645020
	Iteration 1F: 3 clusters Score -1506716 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1507093.875000 Penalty: 4682.645020
	Iteration 2F: 3 clusters Score -1507094 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1507451.125000 Penalty: 4682.645020
	Iteration 3F: 3 clusters Score -1507451 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1507948.750000 Penalty: 4682.645020
	Iteration 4F: 3 clusters Score -1507949 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1508590.875000 Penalty: 4682.645020
	Iteration 5F: 3 clusters Score -1508591 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1509299.375000 Penalty: 4682.645020
	Iteration 6F: 3 clusters Score -1509299 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1509984.000000 Penalty: 4682.645020
	Iteration 7F: 3 clusters Score -1509984 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1510615.750000 Penalty: 4682.645020
	Iteration 8F: 3 clusters Score -1510616 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1511030.000000 Penalty: 4682.645020
	Iteration 9Q: 3 clusters Score -1511030 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1511293.875000 Penalty: 4682.645020
	Iteration 10Q: 3 clusters Score -1511294 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1511461.125000 Penalty: 4682.645020
	Iteration 11Q: 3 clusters Score -1511461 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -1511567.750000 Penalty: 4682.645020
	Iteration 12Q: 3 clusters Score -1511568 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1511637.125000 Penalty: 4682.645020
	Iteration 13Q: 3 clusters Score -1511637 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -1511702.500000 Penalty: 4682.645020
	Iteration 14Q: 3 clusters Score -1511702 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1511746.750000 Penalty: 4682.645020
	Iteration 15Q: 3 clusters Score -1511747 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1511797.500000 Penalty: 4682.645020
	Iteration 16Q: 3 clusters Score -1511798 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -1511838.625000 Penalty: 4682.645020
	Iteration 17Q: 3 clusters Score -1511839 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -1511877.625000 Penalty: 4682.645020
	Iteration 18Q: 3 clusters Score -1511878 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1511920.625000 Penalty: 4682.645020
	Iteration 19Q: 3 clusters Score -1511921 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1511953.500000 Penalty: 4682.645020
	Iteration 20F: 3 clusters Score -1511954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -1511973.250000 Penalty: 4682.645020
	Iteration 21Q: 3 clusters Score -1511973 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1511982.125000 Penalty: 4682.645020
	Iteration 22Q: 3 clusters Score -1511982 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -1511999.250000 Penalty: 4682.645020
	Iteration 23Q: 3 clusters Score -1511999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -1512007.125000 Penalty: 4682.645020
	Iteration 24Q: 3 clusters Score -1512007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1512012.875000 Penalty: 4682.645020
	Iteration 25Q: 3 clusters Score -1512013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1512016.750000 Penalty: 4682.645020
	Iteration 26Q: 3 clusters Score -1512017 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -1512021.375000 Penalty: 4682.645020
	Iteration 27Q: 3 clusters Score -1512021 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1512027.750000 Penalty: 4682.645020
	Iteration 28Q: 3 clusters Score -1512028 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1512028.625000 Penalty: 4682.645020
	Iteration 29Q: 3 clusters Score -1512029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -1512033.375000 Penalty: 4682.645020
	Iteration 30Q: 3 clusters Score -1512033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1512036.625000 Penalty: 4682.645020
	Iteration 31Q: 3 clusters Score -1512037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -1512037.250000 Penalty: 4682.645020
	Iteration 32Q: 3 clusters Score -1512037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1512039.000000 Penalty: 4682.645020
	Iteration 33Q: 3 clusters Score -1512039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -1512042.500000 Penalty: 4682.645020
	Iteration 34Q: 3 clusters Score -1512042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1512041.375000 Penalty: 4682.645020
	Iteration 35Q: 3 clusters Score -1512041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1512044.125000 Penalty: 4682.645020
	Iteration 36Q: 3 clusters Score -1512044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1512044.625000 Penalty: 4682.645020
	Iteration 37Q: 3 clusters Score -1512045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1512044.375000 Penalty: 4682.645020
	Iteration 38Q: 3 clusters Score -1512044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9983 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1512045.875000 Penalty: 4682.645020
	Iteration 39Q: 3 clusters Score -1512046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1512046.000000 Penalty: 4682.645020
	Iteration 40F: 3 clusters Score -1512046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1512044.875000 Penalty: 4682.645020
	Iteration 41Q: 3 clusters Score -1512045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1512045.500000 Penalty: 4682.645020
	Iteration 42Q: 3 clusters Score -1512046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1512045.250000 Penalty: 4682.645020
	Iteration 43Q: 3 clusters Score -1512045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1512047.750000 Penalty: 4682.645020
	Iteration 44Q: 3 clusters Score -1512048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -1512049.250000 Penalty: 4682.645020
	Iteration 45Q: 3 clusters Score -1512049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1512047.875000 Penalty: 4682.645020
	Iteration 46Q: 3 clusters Score -1512048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1512047.875000 Penalty: 4682.645020
	Iteration 47F: 3 clusters Score -1512048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Entering Unmasked Estep 
Score: -1674318.125000 Penalty: 2359.726807
	Iteration 0F: 2 clusters Score -1674318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1664427.375000 Penalty: 4719.453613
	Iteration 0F: 3 clusters Score -1664427 nChanged 5789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1667431.625000 Penalty: 4719.453613
	Iteration 1F: 3 clusters Score -1667432 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1667746.250000 Penalty: 4719.453613
	Iteration 2F: 3 clusters Score -1667746 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1668032.625000 Penalty: 4719.453613
	Iteration 3Q: 3 clusters Score -1668033 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1668317.375000 Penalty: 4719.453613
	Iteration 4Q: 3 clusters Score -1668317 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1668605.000000 Penalty: 4719.453613
	Iteration 5Q: 3 clusters Score -1668605 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1668924.000000 Penalty: 4719.453613
	Iteration 6Q: 3 clusters Score -1668924 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -1669316.500000 Penalty: 4719.453613
	Iteration 7Q: 3 clusters Score -1669316 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1669753.000000 Penalty: 4719.453613
	Iteration 8Q: 3 clusters Score -1669753 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10842 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1670245.750000 Penalty: 4719.453613
	Iteration 9Q: 3 clusters Score -1670246 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1670715.125000 Penalty: 4719.453613
	Iteration 10Q: 3 clusters Score -1670715 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1671136.750000 Penalty: 4719.453613
	Iteration 11Q: 3 clusters Score -1671137 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1671451.875000 Penalty: 4719.453613
	Iteration 12Q: 3 clusters Score -1671452 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1671715.125000 Penalty: 4719.453613
	Iteration 13Q: 3 clusters Score -1671715 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1671883.375000 Penalty: 4719.453613
	Iteration 14Q: 3 clusters Score -1671883 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1672003.125000 Penalty: 4719.453613
	Iteration 15Q: 3 clusters Score -1672003 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -1672085.000000 Penalty: 4719.453613
	Iteration 16Q: 3 clusters Score -1672085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1672123.625000 Penalty: 4719.453613
	Iteration 17Q: 3 clusters Score -1672124 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -1672153.750000 Penalty: 4719.453613
	Iteration 18Q: 3 clusters Score -1672154 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1672168.875000 Penalty: 4719.453613
	Iteration 19Q: 3 clusters Score -1672169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1672187.750000 Penalty: 4719.453613
	Iteration 20F: 3 clusters Score -1672188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1672199.000000 Penalty: 4719.453613
	Iteration 21Q: 3 clusters Score -1672199 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -1672213.500000 Penalty: 4719.453613
	Iteration 22Q: 3 clusters Score -1672214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1672225.500000 Penalty: 4719.453613
	Iteration 23Q: 3 clusters Score -1672226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1672233.375000 Penalty: 4719.453613
	Iteration 24Q: 3 clusters Score -1672233 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1672240.375000 Penalty: 4719.453613
	Iteration 25Q: 3 clusters Score -1672240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1672244.750000 Penalty: 4719.453613
	Iteration 26Q: 3 clusters Score -1672245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1672252.000000 Penalty: 4719.453613
	Iteration 27Q: 3 clusters Score -1672252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -1672261.125000 Penalty: 4719.453613
	Iteration 28Q: 3 clusters Score -1672261 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1672271.000000 Penalty: 4719.453613
	Iteration 29Q: 3 clusters Score -1672271 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1672276.250000 Penalty: 4719.453613
	Iteration 30Q: 3 clusters Score -1672276 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -1672286.625000 Penalty: 4719.453613
	Iteration 31Q: 3 clusters Score -1672287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -1672291.375000 Penalty: 4719.453613
	Iteration 32Q: 3 clusters Score -1672291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1672294.625000 Penalty: 4719.453613
	Iteration 33Q: 3 clusters Score -1672295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1672295.625000 Penalty: 4719.453613
	Iteration 34Q: 3 clusters Score -1672296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1672300.875000 Penalty: 4719.453613
	Iteration 35Q: 3 clusters Score -1672301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1672302.000000 Penalty: 4719.453613
	Iteration 36Q: 3 clusters Score -1672302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -1672303.375000 Penalty: 4719.453613
	Iteration 37Q: 3 clusters Score -1672303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1672303.125000 Penalty: 4719.453613
	Iteration 38Q: 3 clusters Score -1672303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -1672303.125000 Penalty: 4719.453613
	Iteration 39F: 3 clusters Score -1672303 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167255 members 
Mstep: Class 3 contains 34944 members 
Mstep: Class 4 contains 34613 members 
Mstep: Class 5 contains 41338 members 
Mstep: Class 6 contains 2692 members 
Mstep: Class 7 contains 160180 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206231 members 
Mstep: Class 14 contains 3427 members 
Mstep: Class 19 contains 12592 members 
Mstep: Class 20 contains 13562 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 319Q: 14 clusters Score -8.110346e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167196 members 
Mstep: Class 3 contains 34949 members 
Mstep: Class 4 contains 34637 members 
Mstep: Class 5 contains 41339 members 
Mstep: Class 6 contains 2695 members 
Mstep: Class 7 contains 160197 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206235 members 
Mstep: Class 14 contains 3421 members 
Mstep: Class 19 contains 12594 members 
Mstep: Class 20 contains 13572 members 
Entering Unmasked Estep 
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Iteration 320F: 14 clusters Score -8.110343e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167149 members 
Mstep: Class 3 contains 34957 members 
Mstep: Class 4 contains 34662 members 
Mstep: Class 5 contains 41333 members 
Mstep: Class 6 contains 2689 members 
Mstep: Class 7 contains 160211 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206247 members 
Mstep: Class 14 contains 3414 members 
Mstep: Class 19 contains 12591 members 
Mstep: Class 20 contains 13584 members 
Entering Unmasked Estep 
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Iteration 321Q: 14 clusters Score -8.110362e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167093 members 
Mstep: Class 3 contains 34972 members 
Mstep: Class 4 contains 34681 members 
Mstep: Class 5 contains 41317 members 
Mstep: Class 6 contains 2687 members 
Mstep: Class 7 contains 160226 members 
Mstep: Class 11 contains 4574 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206271 members 
Mstep: Class 14 contains 3412 members 
Mstep: Class 19 contains 12592 members 
Mstep: Class 20 contains 13585 members 
Entering Unmasked Estep 
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Iteration 322Q: 14 clusters Score -8.110354e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 167035 members 
Mstep: Class 3 contains 34983 members 
Mstep: Class 4 contains 34701 members 
Mstep: Class 5 contains 41310 members 
Mstep: Class 6 contains 2681 members 
Mstep: Class 7 contains 160224 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206301 members 
Mstep: Class 14 contains 3410 members 
Mstep: Class 19 contains 12601 members 
Mstep: Class 20 contains 13590 members 
Entering Unmasked Estep 
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Iteration 323Q: 14 clusters Score -8.110357e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 167002 members 
Mstep: Class 3 contains 35001 members 
Mstep: Class 4 contains 34716 members 
Mstep: Class 5 contains 41315 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 160220 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206296 members 
Mstep: Class 14 contains 3409 members 
Mstep: Class 19 contains 12597 members 
Mstep: Class 20 contains 13605 members 
Entering Unmasked Estep 
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Iteration 324Q: 14 clusters Score -8.110351e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 166999 members 
Mstep: Class 3 contains 35008 members 
Mstep: Class 4 contains 34737 members 
Mstep: Class 5 contains 41321 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 160216 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206248 members 
Mstep: Class 14 contains 3408 members 
Mstep: Class 19 contains 12602 members 
Mstep: Class 20 contains 13624 members 
Entering Unmasked Estep 
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Iteration 325Q: 14 clusters Score -8.110361e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 166946 members 
Mstep: Class 3 contains 35026 members 
Mstep: Class 4 contains 34760 members 
Mstep: Class 5 contains 41329 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 160222 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206224 members 
Mstep: Class 14 contains 3406 members 
Mstep: Class 19 contains 12601 members 
Mstep: Class 20 contains 13651 members 
Entering Unmasked Estep 
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Iteration 326Q: 14 clusters Score -8.110361e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 166900 members 
Mstep: Class 3 contains 35056 members 
Mstep: Class 4 contains 34783 members 
Mstep: Class 5 contains 41341 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 160201 members 
Mstep: Class 11 contains 4574 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206193 members 
Mstep: Class 14 contains 3404 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 13680 members 
Entering Unmasked Estep 
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Iteration 327Q: 14 clusters Score -8.110369e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 166860 members 
Mstep: Class 3 contains 35090 members 
Mstep: Class 4 contains 34796 members 
Mstep: Class 5 contains 41348 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 160186 members 
Mstep: Class 11 contains 4575 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206174 members 
Mstep: Class 14 contains 3400 members 
Mstep: Class 19 contains 12612 members 
Mstep: Class 20 contains 13700 members 
Entering Unmasked Estep 
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Iteration 328Q: 14 clusters Score -8.110365e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 166834 members 
Mstep: Class 3 contains 35105 members 
Mstep: Class 4 contains 34822 members 
Mstep: Class 5 contains 41360 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 160156 members 
Mstep: Class 11 contains 4577 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206153 members 
Mstep: Class 14 contains 3399 members 
Mstep: Class 19 contains 12618 members 
Mstep: Class 20 contains 13718 members 
Entering Unmasked Estep 
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Iteration 329Q: 14 clusters Score -8.110365e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 166815 members 
Mstep: Class 3 contains 35128 members 
Mstep: Class 4 contains 34834 members 
Mstep: Class 5 contains 41375 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 160128 members 
Mstep: Class 11 contains 4578 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206141 members 
Mstep: Class 14 contains 3398 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 13726 members 
Entering Unmasked Estep 
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Iteration 330Q: 14 clusters Score -8.110378e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 166813 members 
Mstep: Class 3 contains 35147 members 
Mstep: Class 4 contains 34848 members 
Mstep: Class 5 contains 41379 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 160106 members 
Mstep: Class 11 contains 4579 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206129 members 
Mstep: Class 14 contains 3391 members 
Mstep: Class 19 contains 12621 members 
Mstep: Class 20 contains 13731 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 331Q: 14 clusters Score -8.110388e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 166820 members 
Mstep: Class 3 contains 35168 members 
Mstep: Class 4 contains 34858 members 
Mstep: Class 5 contains 41375 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 160066 members 
Mstep: Class 11 contains 4576 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206124 members 
Mstep: Class 14 contains 3390 members 
Mstep: Class 19 contains 12622 members 
Mstep: Class 20 contains 13743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103816.000000 Penalty: 43318.621094
Iteration 332Q: 14 clusters Score -8.110382e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 166852 members 
Mstep: Class 3 contains 35191 members 
Mstep: Class 4 contains 34865 members 
Mstep: Class 5 contains 41369 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 160049 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206080 members 
Mstep: Class 14 contains 3391 members 
Mstep: Class 19 contains 12620 members 
Mstep: Class 20 contains 13751 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 333Q: 14 clusters Score -8.110383e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 166898 members 
Mstep: Class 3 contains 35208 members 
Mstep: Class 4 contains 34874 members 
Mstep: Class 5 contains 41365 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 160023 members 
Mstep: Class 11 contains 4574 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206030 members 
Mstep: Class 14 contains 3392 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 13758 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 334Q: 14 clusters Score -8.110383e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 166935 members 
Mstep: Class 3 contains 35223 members 
Mstep: Class 4 contains 34880 members 
Mstep: Class 5 contains 41355 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 159998 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206000 members 
Mstep: Class 14 contains 3388 members 
Mstep: Class 19 contains 12616 members 
Mstep: Class 20 contains 13772 members 
Entering Unmasked Estep 
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Iteration 335Q: 14 clusters Score -8.110375e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 166969 members 
Mstep: Class 3 contains 35244 members 
Mstep: Class 4 contains 34880 members 
Mstep: Class 5 contains 41354 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 159978 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205953 members 
Mstep: Class 14 contains 3385 members 
Mstep: Class 19 contains 12610 members 
Mstep: Class 20 contains 13793 members 
Entering Unmasked Estep 
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Iteration 336Q: 14 clusters Score -8.110387e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 166997 members 
Mstep: Class 3 contains 35264 members 
Mstep: Class 4 contains 34880 members 
Mstep: Class 5 contains 41349 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 159952 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205923 members 
Mstep: Class 14 contains 3382 members 
Mstep: Class 19 contains 12605 members 
Mstep: Class 20 contains 13814 members 
Entering Unmasked Estep 
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Iteration 337Q: 14 clusters Score -8.110393e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167021 members 
Mstep: Class 3 contains 35275 members 
Mstep: Class 4 contains 34886 members 
Mstep: Class 5 contains 41343 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 159928 members 
Mstep: Class 11 contains 4572 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205904 members 
Mstep: Class 14 contains 3378 members 
Mstep: Class 19 contains 12609 members 
Mstep: Class 20 contains 13823 members 
Entering Unmasked Estep 
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Iteration 338Q: 14 clusters Score -8.110394e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167049 members 
Mstep: Class 3 contains 35290 members 
Mstep: Class 4 contains 34893 members 
Mstep: Class 5 contains 41332 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 159927 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205865 members 
Mstep: Class 14 contains 3375 members 
Mstep: Class 19 contains 12609 members 
Mstep: Class 20 contains 13830 members 
Entering Unmasked Estep 
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Iteration 339Q: 14 clusters Score -8.110395e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167082 members 
Mstep: Class 3 contains 35306 members 
Mstep: Class 4 contains 34896 members 
Mstep: Class 5 contains 41321 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 159917 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205824 members 
Mstep: Class 14 contains 3372 members 
Mstep: Class 19 contains 12609 members 
Mstep: Class 20 contains 13844 members 
Entering Unmasked Estep 
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Iteration 340F: 14 clusters Score -8.1104e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167099 members 
Mstep: Class 3 contains 35324 members 
Mstep: Class 4 contains 34895 members 
Mstep: Class 5 contains 41314 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 159904 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205809 members 
Mstep: Class 14 contains 3370 members 
Mstep: Class 19 contains 12608 members 
Mstep: Class 20 contains 13849 members 
Entering Unmasked Estep 
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Iteration 341Q: 14 clusters Score -8.110407e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167148 members 
Mstep: Class 3 contains 35336 members 
Mstep: Class 4 contains 34904 members 
Mstep: Class 5 contains 41321 members 
Mstep: Class 6 contains 2670 members 
Mstep: Class 7 contains 159891 members 
Mstep: Class 11 contains 4570 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205742 members 
Mstep: Class 14 contains 3366 members 
Mstep: Class 19 contains 12604 members 
Mstep: Class 20 contains 13860 members 
Entering Unmasked Estep 
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Iteration 342Q: 14 clusters Score -8.110404e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167187 members 
Mstep: Class 3 contains 35348 members 
Mstep: Class 4 contains 34916 members 
Mstep: Class 5 contains 41324 members 
Mstep: Class 6 contains 2671 members 
Mstep: Class 7 contains 159858 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205705 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 19 contains 12602 members 
Mstep: Class 20 contains 13868 members 
Entering Unmasked Estep 
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Iteration 343Q: 14 clusters Score -8.110406e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167229 members 
Mstep: Class 3 contains 35355 members 
Mstep: Class 4 contains 34923 members 
Mstep: Class 5 contains 41320 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 159811 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205674 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 19 contains 12613 members 
Mstep: Class 20 contains 13878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103976.000000 Penalty: 43318.621094
Iteration 344Q: 14 clusters Score -8.110398e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167245 members 
Mstep: Class 3 contains 35368 members 
Mstep: Class 4 contains 34933 members 
Mstep: Class 5 contains 41317 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 159799 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205645 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 19 contains 12613 members 
Mstep: Class 20 contains 13880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103896.000000 Penalty: 43318.621094
Iteration 345Q: 14 clusters Score -8.11039e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167255 members 
Mstep: Class 3 contains 35376 members 
Mstep: Class 4 contains 34940 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 2676 members 
Mstep: Class 7 contains 159785 members 
Mstep: Class 11 contains 4571 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205622 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 19 contains 12617 members 
Mstep: Class 20 contains 13887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103784.000000 Penalty: 43318.621094
Iteration 346Q: 14 clusters Score -8.110378e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167238 members 
Mstep: Class 3 contains 35397 members 
Mstep: Class 4 contains 34953 members 
Mstep: Class 5 contains 41318 members 
Mstep: Class 6 contains 2675 members 
Mstep: Class 7 contains 159775 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205608 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 19 contains 12622 members 
Mstep: Class 20 contains 13889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103744.000000 Penalty: 43318.621094
Iteration 347Q: 14 clusters Score -8.110374e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167200 members 
Mstep: Class 3 contains 35428 members 
Mstep: Class 4 contains 34969 members 
Mstep: Class 5 contains 41320 members 
Mstep: Class 6 contains 2673 members 
Mstep: Class 7 contains 159753 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205608 members 
Mstep: Class 14 contains 3361 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 13898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103696.000000 Penalty: 43318.621094
Iteration 348Q: 14 clusters Score -8.11037e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167145 members 
Mstep: Class 3 contains 35458 members 
Mstep: Class 4 contains 34988 members 
Mstep: Class 5 contains 41317 members 
Mstep: Class 6 contains 2672 members 
Mstep: Class 7 contains 159738 members 
Mstep: Class 11 contains 4573 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205615 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 13904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103736.000000 Penalty: 43318.621094
Iteration 349Q: 14 clusters Score -8.110374e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167116 members 
Mstep: Class 3 contains 35477 members 
Mstep: Class 4 contains 34996 members 
Mstep: Class 5 contains 41319 members 
Mstep: Class 6 contains 2669 members 
Mstep: Class 7 contains 159727 members 
Mstep: Class 11 contains 4569 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205619 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 19 contains 12647 members 
Mstep: Class 20 contains 13909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103712.000000 Penalty: 43318.621094
Iteration 350Q: 14 clusters Score -8.110371e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167066 members 
Mstep: Class 3 contains 35499 members 
Mstep: Class 4 contains 35012 members 
Mstep: Class 5 contains 41313 members 
Mstep: Class 6 contains 2667 members 
Mstep: Class 7 contains 159737 members 
Mstep: Class 11 contains 4566 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205625 members 
Mstep: Class 14 contains 3362 members 
Mstep: Class 19 contains 12649 members 
Mstep: Class 20 contains 13915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103752.000000 Penalty: 43318.621094
Iteration 351Q: 14 clusters Score -8.110375e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167036 members 
Mstep: Class 3 contains 35512 members 
Mstep: Class 4 contains 35027 members 
Mstep: Class 5 contains 41307 members 
Mstep: Class 6 contains 2668 members 
Mstep: Class 7 contains 159744 members 
Mstep: Class 11 contains 4564 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205630 members 
Mstep: Class 14 contains 3363 members 
Mstep: Class 19 contains 12640 members 
Mstep: Class 20 contains 13920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103744.000000 Penalty: 43318.621094
Iteration 352Q: 14 clusters Score -8.110374e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 167033 members 
Mstep: Class 3 contains 35516 members 
Mstep: Class 4 contains 35048 members 
Mstep: Class 5 contains 41298 members 
Mstep: Class 6 contains 2665 members 
Mstep: Class 7 contains 159750 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205623 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 19 contains 12639 members 
Mstep: Class 20 contains 13916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103728.000000 Penalty: 43318.621094
Iteration 353Q: 14 clusters Score -8.110373e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 167042 members 
Mstep: Class 3 contains 35516 members 
Mstep: Class 4 contains 35069 members 
Mstep: Class 5 contains 41283 members 
Mstep: Class 6 contains 2661 members 
Mstep: Class 7 contains 159773 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205596 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 19 contains 12635 members 
Mstep: Class 20 contains 13915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103792.000000 Penalty: 43318.621094
Iteration 354Q: 14 clusters Score -8.110379e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167044 members 
Mstep: Class 3 contains 35527 members 
Mstep: Class 4 contains 35078 members 
Mstep: Class 5 contains 41279 members 
Mstep: Class 6 contains 2658 members 
Mstep: Class 7 contains 159791 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205569 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 19 contains 12627 members 
Mstep: Class 20 contains 13917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103824.000000 Penalty: 43318.621094
Iteration 355Q: 14 clusters Score -8.110382e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167027 members 
Mstep: Class 3 contains 35520 members 
Mstep: Class 4 contains 35100 members 
Mstep: Class 5 contains 41271 members 
Mstep: Class 6 contains 2656 members 
Mstep: Class 7 contains 159803 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205576 members 
Mstep: Class 14 contains 3365 members 
Mstep: Class 19 contains 12622 members 
Mstep: Class 20 contains 13914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103848.000000 Penalty: 43318.621094
Iteration 356Q: 14 clusters Score -8.110385e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167020 members 
Mstep: Class 3 contains 35510 members 
Mstep: Class 4 contains 35124 members 
Mstep: Class 5 contains 41272 members 
Mstep: Class 6 contains 2655 members 
Mstep: Class 7 contains 159798 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205579 members 
Mstep: Class 14 contains 3364 members 
Mstep: Class 19 contains 12619 members 
Mstep: Class 20 contains 13914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103856.000000 Penalty: 43318.621094
Iteration 357Q: 14 clusters Score -8.110386e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 167020 members 
Mstep: Class 3 contains 35502 members 
Mstep: Class 4 contains 35138 members 
Mstep: Class 5 contains 41267 members 
Mstep: Class 6 contains 2649 members 
Mstep: Class 7 contains 159798 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205591 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 19 contains 12608 members 
Mstep: Class 20 contains 13924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103744.000000 Penalty: 43318.621094
Iteration 358Q: 14 clusters Score -8.110374e+07 nChanged 432
Entering ConstructFrom: 
Score: -81103744.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Entering Unmasked Estep 
Score: -289285.093750 Penalty: 1948.175049
	Iteration 0F: 2 clusters Score -289285.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -286300.031250 Penalty: 3896.350098
	Iteration 0F: 3 clusters Score -286300 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -286876.625000 Penalty: 3896.350098
	Iteration 1F: 3 clusters Score -286876.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -287005.843750 Penalty: 3896.350098
	Iteration 2F: 3 clusters Score -287005.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -287077.968750 Penalty: 3896.350098
	Iteration 3Q: 3 clusters Score -287078 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -287121.250000 Penalty: 3896.350098
	Iteration 4Q: 3 clusters Score -287121.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -287153.781250 Penalty: 3896.350098
	Iteration 5Q: 3 clusters Score -287153.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -287179.937500 Penalty: 3896.350098
	Iteration 6Q: 3 clusters Score -287179.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -287204.062500 Penalty: 3896.350098
	Iteration 7Q: 3 clusters Score -287204.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -287233.250000 Penalty: 3896.350098
	Iteration 8Q: 3 clusters Score -287233.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -287261.000000 Penalty: 3896.350098
	Iteration 9Q: 3 clusters Score -287261 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -287280.343750 Penalty: 3896.350098
	Iteration 10Q: 3 clusters Score -287280.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -287294.000000 Penalty: 3896.350098
	Iteration 11Q: 3 clusters Score -287294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -287303.968750 Penalty: 3896.350098
	Iteration 12Q: 3 clusters Score -287304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -287318.843750 Penalty: 3896.350098
	Iteration 13Q: 3 clusters Score -287318.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -287330.718750 Penalty: 3896.350098
	Iteration 14Q: 3 clusters Score -287330.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -287349.531250 Penalty: 3896.350098
	Iteration 15Q: 3 clusters Score -287349.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -287360.687500 Penalty: 3896.350098
	Iteration 16Q: 3 clusters Score -287360.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -287369.031250 Penalty: 3896.350098
	Iteration 17Q: 3 clusters Score -287369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -287372.718750 Penalty: 3896.350098
	Iteration 18Q: 3 clusters Score -287372.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -287373.750000 Penalty: 3896.350098
	Iteration 19Q: 3 clusters Score -287373.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -287374.593750 Penalty: 3896.350098
	Iteration 20F: 3 clusters Score -287374.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -287374.843750 Penalty: 3896.350098
	Iteration 21Q: 3 clusters Score -287374.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -287375.750000 Penalty: 3896.350098
	Iteration 22Q: 3 clusters Score -287375.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -287377.000000 Penalty: 3896.350098
	Iteration 23Q: 3 clusters Score -287377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -287377.718750 Penalty: 3896.350098
	Iteration 24Q: 3 clusters Score -287377.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -287377.500000 Penalty: 3896.350098
	Iteration 25Q: 3 clusters Score -287377.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -287377.500000 Penalty: 3896.350098
	Iteration 26F: 3 clusters Score -287377.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (167037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167037 members 
Entering Unmasked Estep 
Score: -20115068.000000 Penalty: 2982.440674
	Iteration 0F: 2 clusters Score -2.011507e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -20003662.000000 Penalty: 5964.881348
	Iteration 0F: 3 clusters Score -2.000366e+07 nChanged 80121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87099 members 
Mstep: Class 2 contains 79938 members 
Entering Unmasked Estep 
Score: -20049866.000000 Penalty: 5964.881348
	Iteration 1F: 3 clusters Score -2.004987e+07 nChanged 4284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88937 members 
Mstep: Class 2 contains 78100 members 
Entering Unmasked Estep 
Score: -20050778.000000 Penalty: 5964.881348
	Iteration 2Q: 3 clusters Score -2.005078e+07 nChanged 4516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91807 members 
Mstep: Class 2 contains 75230 members 
Entering Unmasked Estep 
Score: -20051688.000000 Penalty: 5964.881348
	Iteration 3Q: 3 clusters Score -2.005169e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 70879 members 
Entering Unmasked Estep 
Score: -20053064.000000 Penalty: 5964.881348
	Iteration 4Q: 3 clusters Score -2.005306e+07 nChanged 6897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102641 members 
Mstep: Class 2 contains 64396 members 
Entering Unmasked Estep 
Score: -20055758.000000 Penalty: 5964.881348
	Iteration 5Q: 3 clusters Score -2.005576e+07 nChanged 9690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112227 members 
Mstep: Class 2 contains 54810 members 
Entering Unmasked Estep 
Score: -20061068.000000 Penalty: 5964.881348
	Iteration 6F: 3 clusters Score -2.006107e+07 nChanged 13399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125614 members 
Mstep: Class 2 contains 41423 members 
Entering Unmasked Estep 
Score: -20070890.000000 Penalty: 5964.881348
	Iteration 7F: 3 clusters Score -2.007089e+07 nChanged 15944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141554 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -20086086.000000 Penalty: 5964.881348
	Iteration 8F: 3 clusters Score -2.008609e+07 nChanged 14258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155812 members 
Mstep: Class 2 contains 11225 members 
Entering Unmasked Estep 
Score: -20101214.000000 Penalty: 5964.881348
	Iteration 9F: 3 clusters Score -2.010121e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163695 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -20108924.000000 Penalty: 5964.881348
	Iteration 10Q: 3 clusters Score -2.010892e+07 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166213 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -20111522.000000 Penalty: 5964.881348
	Iteration 11Q: 3 clusters Score -2.011152e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166735 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -20112086.000000 Penalty: 5964.881348
	Iteration 12Q: 3 clusters Score -2.011209e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -20112262.000000 Penalty: 5964.881348
	Iteration 13Q: 3 clusters Score -2.011226e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166855 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -20112322.000000 Penalty: 5964.881348
	Iteration 14Q: 3 clusters Score -2.011232e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166868 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -20112344.000000 Penalty: 5964.881348
	Iteration 15Q: 3 clusters Score -2.011234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166872 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -20112364.000000 Penalty: 5964.881348
	Iteration 16Q: 3 clusters Score -2.011236e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166875 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -20112374.000000 Penalty: 5964.881348
	Iteration 17Q: 3 clusters Score -2.011237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166877 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -20112384.000000 Penalty: 5964.881348
	Iteration 18Q: 3 clusters Score -2.011238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166880 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -20112394.000000 Penalty: 5964.881348
	Iteration 19Q: 3 clusters Score -2.011239e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166881 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -20112400.000000 Penalty: 5964.881348
	Iteration 20F: 3 clusters Score -2.01124e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166883 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -20112416.000000 Penalty: 5964.881348
	Iteration 21Q: 3 clusters Score -2.011242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166885 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20112418.000000 Penalty: 5964.881348
	Iteration 22Q: 3 clusters Score -2.011242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166884 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -20112402.000000 Penalty: 5964.881348
	Iteration 23Q: 3 clusters Score -2.01124e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166885 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20112414.000000 Penalty: 5964.881348
	Iteration 24Q: 3 clusters Score -2.011241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166885 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -20112414.000000 Penalty: 5964.881348
	Iteration 25F: 3 clusters Score -2.011241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35488 members 
Entering Unmasked Estep 
Score: -4252947.000000 Penalty: 2598.283447
	Iteration 0F: 2 clusters Score -4252947 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -4228919.500000 Penalty: 5196.566895
	Iteration 0F: 3 clusters Score -4228920 nChanged 16051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4237373.500000 Penalty: 5196.566895
	Iteration 1F: 3 clusters Score -4237374 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -4237802.000000 Penalty: 5196.566895
	Iteration 2Q: 3 clusters Score -4237802 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -4238174.500000 Penalty: 5196.566895
	Iteration 3Q: 3 clusters Score -4238174 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -4238585.000000 Penalty: 5196.566895
	Iteration 4Q: 3 clusters Score -4238585 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -4238972.500000 Penalty: 5196.566895
	Iteration 5Q: 3 clusters Score -4238972 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -4239443.500000 Penalty: 5196.566895
	Iteration 6Q: 3 clusters Score -4239444 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 20479 members 
Entering Unmasked Estep 
Score: -4240154.500000 Penalty: 5196.566895
	Iteration 7Q: 3 clusters Score -4240154 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -4241088.000000 Penalty: 5196.566895
	Iteration 8Q: 3 clusters Score -4241088 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -4242399.500000 Penalty: 5196.566895
	Iteration 9Q: 3 clusters Score -4242400 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -4243804.000000 Penalty: 5196.566895
	Iteration 10Q: 3 clusters Score -4243804 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -4245160.000000 Penalty: 5196.566895
	Iteration 11Q: 3 clusters Score -4245160 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -4246227.500000 Penalty: 5196.566895
	Iteration 12Q: 3 clusters Score -4246228 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -4247027.000000 Penalty: 5196.566895
	Iteration 13Q: 3 clusters Score -4247027 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 25367 members 
Entering Unmasked Estep 
Score: -4247659.500000 Penalty: 5196.566895
	Iteration 14Q: 3 clusters Score -4247660 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -4248075.500000 Penalty: 5196.566895
	Iteration 15Q: 3 clusters Score -4248076 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 25583 members 
Entering Unmasked Estep 
Score: -4248328.500000 Penalty: 5196.566895
	Iteration 16Q: 3 clusters Score -4248328 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -4248471.500000 Penalty: 5196.566895
	Iteration 17Q: 3 clusters Score -4248472 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -4248566.000000 Penalty: 5196.566895
	Iteration 18Q: 3 clusters Score -4248566 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 25714 members 
Entering Unmasked Estep 
Score: -4248618.500000 Penalty: 5196.566895
	Iteration 19Q: 3 clusters Score -4248618 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -4248679.500000 Penalty: 5196.566895
	Iteration 20F: 3 clusters Score -4248680 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 25768 members 
Entering Unmasked Estep 
Score: -4248715.500000 Penalty: 5196.566895
	Iteration 21Q: 3 clusters Score -4248716 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -4248736.500000 Penalty: 5196.566895
	Iteration 22Q: 3 clusters Score -4248736 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 25812 members 
Entering Unmasked Estep 
Score: -4248761.500000 Penalty: 5196.566895
	Iteration 23Q: 3 clusters Score -4248762 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -4248787.500000 Penalty: 5196.566895
	Iteration 24Q: 3 clusters Score -4248788 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -4248797.000000 Penalty: 5196.566895
	Iteration 25Q: 3 clusters Score -4248797 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -4248813.000000 Penalty: 5196.566895
	Iteration 26Q: 3 clusters Score -4248813 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 25946 members 
Entering Unmasked Estep 
Score: -4248835.000000 Penalty: 5196.566895
	Iteration 27Q: 3 clusters Score -4248835 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 25973 members 
Entering Unmasked Estep 
Score: -4248845.000000 Penalty: 5196.566895
	Iteration 28Q: 3 clusters Score -4248845 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -4248865.000000 Penalty: 5196.566895
	Iteration 29Q: 3 clusters Score -4248865 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -4248864.500000 Penalty: 5196.566895
	Iteration 30Q: 3 clusters Score -4248864 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -4248884.000000 Penalty: 5196.566895
	Iteration 31Q: 3 clusters Score -4248884 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -4248894.000000 Penalty: 5196.566895
	Iteration 32Q: 3 clusters Score -4248894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -4248907.000000 Penalty: 5196.566895
	Iteration 33Q: 3 clusters Score -4248907 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 26208 members 
Entering Unmasked Estep 
Score: -4248926.000000 Penalty: 5196.566895
	Iteration 34Q: 3 clusters Score -4248926 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4248947.000000 Penalty: 5196.566895
	Iteration 35Q: 3 clusters Score -4248947 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 26243 members 
Entering Unmasked Estep 
Score: -4248951.500000 Penalty: 5196.566895
	Iteration 36Q: 3 clusters Score -4248952 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -4248967.000000 Penalty: 5196.566895
	Iteration 37Q: 3 clusters Score -4248967 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 26286 members 
Entering Unmasked Estep 
Score: -4248987.000000 Penalty: 5196.566895
	Iteration 38Q: 3 clusters Score -4248987 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -4249004.000000 Penalty: 5196.566895
	Iteration 39Q: 3 clusters Score -4249004 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 26350 members 
Entering Unmasked Estep 
Score: -4249013.500000 Penalty: 5196.566895
	Iteration 40F: 3 clusters Score -4249014 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -4249029.000000 Penalty: 5196.566895
	Iteration 41Q: 3 clusters Score -4249029 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -4249027.000000 Penalty: 5196.566895
	Iteration 42Q: 3 clusters Score -4249027 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -4249035.000000 Penalty: 5196.566895
	Iteration 43Q: 3 clusters Score -4249035 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -4249039.000000 Penalty: 5196.566895
	Iteration 44Q: 3 clusters Score -4249039 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -4249044.500000 Penalty: 5196.566895
	Iteration 45Q: 3 clusters Score -4249044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -4249042.500000 Penalty: 5196.566895
	Iteration 46Q: 3 clusters Score -4249042 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 26572 members 
Entering Unmasked Estep 
Score: -4249059.500000 Penalty: 5196.566895
	Iteration 47Q: 3 clusters Score -4249060 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 26596 members 
Entering Unmasked Estep 
Score: -4249072.500000 Penalty: 5196.566895
	Iteration 48Q: 3 clusters Score -4249072 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 26619 members 
Entering Unmasked Estep 
Score: -4249088.500000 Penalty: 5196.566895
	Iteration 49Q: 3 clusters Score -4249088 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4249093.500000 Penalty: 5196.566895
	Iteration 50Q: 3 clusters Score -4249094 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -4249110.500000 Penalty: 5196.566895
	Iteration 51Q: 3 clusters Score -4249110 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 26715 members 
Entering Unmasked Estep 
Score: -4249113.500000 Penalty: 5196.566895
	Iteration 52Q: 3 clusters Score -4249114 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -4249108.500000 Penalty: 5196.566895
	Iteration 53Q: 3 clusters Score -4249108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 26799 members 
Entering Unmasked Estep 
Score: -4249132.500000 Penalty: 5196.566895
	Iteration 54Q: 3 clusters Score -4249132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 26840 members 
Entering Unmasked Estep 
Score: -4249145.000000 Penalty: 5196.566895
	Iteration 55Q: 3 clusters Score -4249145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -4249139.000000 Penalty: 5196.566895
	Iteration 56Q: 3 clusters Score -4249139 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -4249137.000000 Penalty: 5196.566895
	Iteration 57Q: 3 clusters Score -4249137 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 26945 members 
Entering Unmasked Estep 
Score: -4249142.000000 Penalty: 5196.566895
	Iteration 58Q: 3 clusters Score -4249142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -4249163.000000 Penalty: 5196.566895
	Iteration 59Q: 3 clusters Score -4249163 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 27038 members 
Entering Unmasked Estep 
Score: -4249170.500000 Penalty: 5196.566895
	Iteration 60F: 3 clusters Score -4249170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -4249168.500000 Penalty: 5196.566895
	Iteration 61Q: 3 clusters Score -4249168 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4249184.500000 Penalty: 5196.566895
	Iteration 62Q: 3 clusters Score -4249184 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -4249195.000000 Penalty: 5196.566895
	Iteration 63Q: 3 clusters Score -4249195 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -4249195.000000 Penalty: 5196.566895
	Iteration 64Q: 3 clusters Score -4249195 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 27294 members 
Entering Unmasked Estep 
Score: -4249206.000000 Penalty: 5196.566895
	Iteration 65Q: 3 clusters Score -4249206 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -4249204.500000 Penalty: 5196.566895
	Iteration 66Q: 3 clusters Score -4249204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -4249210.500000 Penalty: 5196.566895
	Iteration 67Q: 3 clusters Score -4249210 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -4249225.000000 Penalty: 5196.566895
	Iteration 68Q: 3 clusters Score -4249225 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -4249232.500000 Penalty: 5196.566895
	Iteration 69Q: 3 clusters Score -4249232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 27605 members 
Entering Unmasked Estep 
Score: -4249247.000000 Penalty: 5196.566895
	Iteration 70Q: 3 clusters Score -4249247 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -4249251.000000 Penalty: 5196.566895
	Iteration 71Q: 3 clusters Score -4249251 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -4249260.500000 Penalty: 5196.566895
	Iteration 72Q: 3 clusters Score -4249260 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 27800 members 
Entering Unmasked Estep 
Score: -4249272.500000 Penalty: 5196.566895
	Iteration 73Q: 3 clusters Score -4249272 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 27849 members 
Entering Unmasked Estep 
Score: -4249283.000000 Penalty: 5196.566895
	Iteration 74Q: 3 clusters Score -4249283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -4249277.500000 Penalty: 5196.566895
	Iteration 75Q: 3 clusters Score -4249278 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -4249289.500000 Penalty: 5196.566895
	Iteration 76Q: 3 clusters Score -4249290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 28024 members 
Entering Unmasked Estep 
Score: -4249307.500000 Penalty: 5196.566895
	Iteration 77Q: 3 clusters Score -4249308 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -4249321.500000 Penalty: 5196.566895
	Iteration 78Q: 3 clusters Score -4249322 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -4249328.500000 Penalty: 5196.566895
	Iteration 79Q: 3 clusters Score -4249328 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 28277 members 
Entering Unmasked Estep 
Score: -4249338.000000 Penalty: 5196.566895
	Iteration 80F: 3 clusters Score -4249338 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 28376 members 
Entering Unmasked Estep 
Score: -4249353.500000 Penalty: 5196.566895
	Iteration 81Q: 3 clusters Score -4249354 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -4249361.000000 Penalty: 5196.566895
	Iteration 82Q: 3 clusters Score -4249361 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -4249371.000000 Penalty: 5196.566895
	Iteration 83Q: 3 clusters Score -4249371 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -4249390.000000 Penalty: 5196.566895
	Iteration 84Q: 3 clusters Score -4249390 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -4249417.500000 Penalty: 5196.566895
	Iteration 85Q: 3 clusters Score -4249418 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -4249412.500000 Penalty: 5196.566895
	Iteration 86Q: 3 clusters Score -4249412 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -4249446.000000 Penalty: 5196.566895
	Iteration 87Q: 3 clusters Score -4249446 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 29096 members 
Entering Unmasked Estep 
Score: -4249457.500000 Penalty: 5196.566895
	Iteration 88Q: 3 clusters Score -4249458 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 29198 members 
Entering Unmasked Estep 
Score: -4249459.500000 Penalty: 5196.566895
	Iteration 89Q: 3 clusters Score -4249460 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 29298 members 
Entering Unmasked Estep 
Score: -4249488.500000 Penalty: 5196.566895
	Iteration 90Q: 3 clusters Score -4249488 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -4249500 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 29489 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -4249550 nChanged 94
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Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 29676 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -4249544 nChanged 98
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Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -4249566 nChanged 91
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Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 29855 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -4249588 nChanged 102
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Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -4249592 nChanged 98
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Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -4249612 nChanged 103
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Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 30154 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -4249654 nChanged 95
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Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -4249668 nChanged 103
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Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 30436 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -4249686 nChanged 102
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Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 30536 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -4249704 nChanged 110
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Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 30750 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -4249768 nChanged 114
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Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -4249789 nChanged 125
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Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -4249836 nChanged 141
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Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -4249858 nChanged 148
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Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -4249899 nChanged 151
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Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -4249940 nChanged 153
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Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -4249978 nChanged 145
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Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 31810 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -4250012 nChanged 145
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Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 31951 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -4250033 nChanged 133
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Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -4250070 nChanged 136
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -4250102 nChanged 132
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Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 32340 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -4250144 nChanged 132
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Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -4250175 nChanged 144
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Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4250218 nChanged 126
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Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -4250260 nChanged 118
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Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 32832 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -4250303 nChanged 100
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Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -4250325 nChanged 99
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Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -4250362 nChanged 84
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Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 33095 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -4250390 nChanged 79
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Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4250407 nChanged 89
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Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -4250437 nChanged 87
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Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -4250464 nChanged 80
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Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -4250478 nChanged 79
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Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -4250506 nChanged 68
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Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -4250532 nChanged 59
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Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33590 members 
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	Iteration 131Q: 3 clusters Score -4250556 nChanged 53
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Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 33641 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -4250562 nChanged 42
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Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 33677 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -4250574 nChanged 35
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Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 33708 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -4250579 nChanged 28
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Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -4250592 nChanged 29
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Mstep: Class 1 contains 1731 members 
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	Iteration 136Q: 3 clusters Score -4250590 nChanged 34
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Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 33785 members 
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	Iteration 137Q: 3 clusters Score -4250605 nChanged 34
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Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -4250616 nChanged 31
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Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4250626 nChanged 32
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Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -4250626 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -4250638 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -4250646 nChanged 15
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Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -4250650 nChanged 20
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Mstep: Class 1 contains 1556 members 
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	Iteration 144Q: 3 clusters Score -4250652 nChanged 14
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	Iteration 145Q: 3 clusters Score -4250655 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1521 members 
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	Iteration 146Q: 3 clusters Score -4250664 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1507 members 
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	Iteration 147Q: 3 clusters Score -4250664 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1492 members 
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	Iteration 148Q: 3 clusters Score -4250668 nChanged 17
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Mstep: Class 1 contains 1479 members 
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -4250668 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1462 members 
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	Iteration 150Q: 3 clusters Score -4250678 nChanged 22
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Mstep: Class 1 contains 1444 members 
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	Iteration 151Q: 3 clusters Score -4250689 nChanged 15
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Mstep: Class 2 contains 34059 members 
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	Iteration 152Q: 3 clusters Score -4250695 nChanged 12
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	Iteration 153Q: 3 clusters Score -4250697 nChanged 12
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Mstep: Class 1 contains 1405 members 
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	Iteration 154Q: 3 clusters Score -4250699 nChanged 12
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	Iteration 155Q: 3 clusters Score -4250710 nChanged 10
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Mstep: Class 1 contains 1383 members 
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	Iteration 156Q: 3 clusters Score -4250709 nChanged 11
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Mstep: Class 1 contains 1380 members 
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	Iteration 157Q: 3 clusters Score -4250718 nChanged 13
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	Iteration 158Q: 3 clusters Score -4250720 nChanged 13
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Mstep: Class 1 contains 1360 members 
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	Iteration 159Q: 3 clusters Score -4250716 nChanged 8
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Mstep: Class 1 contains 1356 members 
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	Iteration 160F: 3 clusters Score -4250723 nChanged 9
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -4250720 nChanged 5
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	Iteration 162Q: 3 clusters Score -4250729 nChanged 8
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	Iteration 163Q: 3 clusters Score -4250734 nChanged 6
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	Iteration 164Q: 3 clusters Score -4250736 nChanged 5
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	Iteration 165Q: 3 clusters Score -4250732 nChanged 6
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	Iteration 166Q: 3 clusters Score -4250734 nChanged 5
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	Iteration 167Q: 3 clusters Score -4250737 nChanged 4
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	Iteration 168Q: 3 clusters Score -4250734 nChanged 6
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	Iteration 169Q: 3 clusters Score -4250736 nChanged 5
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	Iteration 170Q: 3 clusters Score -4250734 nChanged 10
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	Iteration 171Q: 3 clusters Score -4250738 nChanged 5
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	Iteration 172Q: 3 clusters Score -4250736 nChanged 8
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	Iteration 173Q: 3 clusters Score -4250737 nChanged 8
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	Iteration 174Q: 3 clusters Score -4250741 nChanged 12
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	Iteration 175Q: 3 clusters Score -4250749 nChanged 10
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	Iteration 176Q: 3 clusters Score -4250752 nChanged 18
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	Iteration 177Q: 3 clusters Score -4250752 nChanged 15
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	Iteration 178Q: 3 clusters Score -4250750 nChanged 13
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	Iteration 179Q: 3 clusters Score -4250754 nChanged 17
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Mstep: Class 1 contains 1195 members 
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Entering Unmasked Estep 
Score: -4250771.500000 Penalty: 5196.566895
	Iteration 180F: 3 clusters Score -4250772 nChanged 12
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	Iteration 181Q: 3 clusters Score -4250774 nChanged 10
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	Iteration 182Q: 3 clusters Score -4250779 nChanged 10
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	Iteration 183Q: 3 clusters Score -4250788 nChanged 10
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Entering Unmasked Estep 
Score: -4250791.500000 Penalty: 5196.566895
	Iteration 184Q: 3 clusters Score -4250792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 34338 members 
Entering Unmasked Estep 
Score: -4250793.500000 Penalty: 5196.566895
	Iteration 185Q: 3 clusters Score -4250794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4250796.000000 Penalty: 5196.566895
	Iteration 186Q: 3 clusters Score -4250796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -4250796.500000 Penalty: 5196.566895
	Iteration 187Q: 3 clusters Score -4250796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4250795.500000 Penalty: 5196.566895
	Iteration 188Q: 3 clusters Score -4250796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 34342 members 
Entering Unmasked Estep 
Score: -4250795.500000 Penalty: 5196.566895
	Iteration 189F: 3 clusters Score -4250796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35156 members 
Entering Unmasked Estep 
Score: -4083286.750000 Penalty: 2595.952393
	Iteration 0F: 2 clusters Score -4083287 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -4059360.500000 Penalty: 5191.904785
	Iteration 0F: 3 clusters Score -4059360 nChanged 16006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -4068227.000000 Penalty: 5191.904785
	Iteration 1F: 3 clusters Score -4068227 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -4069064.000000 Penalty: 5191.904785
	Iteration 2F: 3 clusters Score -4069064 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16047 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -4070039.500000 Penalty: 5191.904785
	Iteration 3F: 3 clusters Score -4070040 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -4071068.000000 Penalty: 5191.904785
	Iteration 4F: 3 clusters Score -4071068 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -4072240.000000 Penalty: 5191.904785
	Iteration 5F: 3 clusters Score -4072240 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 23187 members 
Entering Unmasked Estep 
Score: -4073496.750000 Penalty: 5191.904785
	Iteration 6F: 3 clusters Score -4073497 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -4074735.000000 Penalty: 5191.904785
	Iteration 7F: 3 clusters Score -4074735 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -4076041.250000 Penalty: 5191.904785
	Iteration 8F: 3 clusters Score -4076041 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -4077409.250000 Penalty: 5191.904785
	Iteration 9F: 3 clusters Score -4077409 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -4078816.000000 Penalty: 5191.904785
	Iteration 10Q: 3 clusters Score -4078816 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 31783 members 
Entering Unmasked Estep 
Score: -4080247.750000 Penalty: 5191.904785
	Iteration 11Q: 3 clusters Score -4080248 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -4081226.250000 Penalty: 5191.904785
	Iteration 12Q: 3 clusters Score -4081226 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 33351 members 
Entering Unmasked Estep 
Score: -4081798.000000 Penalty: 5191.904785
	Iteration 13Q: 3 clusters Score -4081798 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -4082022.000000 Penalty: 5191.904785
	Iteration 14Q: 3 clusters Score -4082022 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -4082104.500000 Penalty: 5191.904785
	Iteration 15Q: 3 clusters Score -4082104 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 33882 members 
Entering Unmasked Estep 
Score: -4082143.750000 Penalty: 5191.904785
	Iteration 16Q: 3 clusters Score -4082144 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 33941 members 
Entering Unmasked Estep 
Score: -4082162.000000 Penalty: 5191.904785
	Iteration 17Q: 3 clusters Score -4082162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 33986 members 
Entering Unmasked Estep 
Score: -4082184.250000 Penalty: 5191.904785
	Iteration 18Q: 3 clusters Score -4082184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -4082199.750000 Penalty: 5191.904785
	Iteration 19Q: 3 clusters Score -4082200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4082218.500000 Penalty: 5191.904785
	Iteration 20F: 3 clusters Score -4082218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -4082219.750000 Penalty: 5191.904785
	Iteration 21Q: 3 clusters Score -4082220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -4082228.250000 Penalty: 5191.904785
	Iteration 22Q: 3 clusters Score -4082228 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -4082232.750000 Penalty: 5191.904785
	Iteration 23Q: 3 clusters Score -4082233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4082245.750000 Penalty: 5191.904785
	Iteration 24Q: 3 clusters Score -4082246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -4082245.000000 Penalty: 5191.904785
	Iteration 25Q: 3 clusters Score -4082245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 34113 members 
Entering Unmasked Estep 
Score: -4082245.500000 Penalty: 5191.904785
	Iteration 26Q: 3 clusters Score -4082246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 34120 members 
Entering Unmasked Estep 
Score: -4082252.750000 Penalty: 5191.904785
	Iteration 27Q: 3 clusters Score -4082253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 34123 members 
Entering Unmasked Estep 
Score: -4082250.250000 Penalty: 5191.904785
	Iteration 28Q: 3 clusters Score -4082250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4082252.000000 Penalty: 5191.904785
	Iteration 29Q: 3 clusters Score -4082252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4082252.000000 Penalty: 5191.904785
	Iteration 30F: 3 clusters Score -4082252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Entering Unmasked Estep 
Score: -5018448.000000 Penalty: 2635.710938
	Iteration 0F: 2 clusters Score -5018448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -4990561.000000 Penalty: 5271.421875
	Iteration 0F: 3 clusters Score -4990561 nChanged 18903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -5000902.500000 Penalty: 5271.421875
	Iteration 1F: 3 clusters Score -5000902 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5001310.000000 Penalty: 5271.421875
	Iteration 2Q: 3 clusters Score -5001310 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 19722 members 
Entering Unmasked Estep 
Score: -5001740.500000 Penalty: 5271.421875
	Iteration 3Q: 3 clusters Score -5001740 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -5002225.000000 Penalty: 5271.421875
	Iteration 4Q: 3 clusters Score -5002225 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -5002906.500000 Penalty: 5271.421875
	Iteration 5Q: 3 clusters Score -5002906 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -5003894.000000 Penalty: 5271.421875
	Iteration 6Q: 3 clusters Score -5003894 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -5005571.500000 Penalty: 5271.421875
	Iteration 7F: 3 clusters Score -5005572 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -5007908.500000 Penalty: 5271.421875
	Iteration 8F: 3 clusters Score -5007908 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -5010640.000000 Penalty: 5271.421875
	Iteration 9F: 3 clusters Score -5010640 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30605 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -5012992.000000 Penalty: 5271.421875
	Iteration 10F: 3 clusters Score -5012992 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -5014495.500000 Penalty: 5271.421875
	Iteration 11Q: 3 clusters Score -5014496 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32410 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -5015252.000000 Penalty: 5271.421875
	Iteration 12Q: 3 clusters Score -5015252 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -5015806.500000 Penalty: 5271.421875
	Iteration 13Q: 3 clusters Score -5015806 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -5016202.000000 Penalty: 5271.421875
	Iteration 14Q: 3 clusters Score -5016202 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33829 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -5016507.000000 Penalty: 5271.421875
	Iteration 15Q: 3 clusters Score -5016507 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34092 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -5016684.000000 Penalty: 5271.421875
	Iteration 16Q: 3 clusters Score -5016684 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -5016757.000000 Penalty: 5271.421875
	Iteration 17Q: 3 clusters Score -5016757 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -5016808.500000 Penalty: 5271.421875
	Iteration 18Q: 3 clusters Score -5016808 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -5016873.500000 Penalty: 5271.421875
	Iteration 19Q: 3 clusters Score -5016874 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -5016910.000000 Penalty: 5271.421875
	Iteration 20F: 3 clusters Score -5016910 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34826 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -5016918.000000 Penalty: 5271.421875
	Iteration 21Q: 3 clusters Score -5016918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34908 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -5016910.500000 Penalty: 5271.421875
	Iteration 22Q: 3 clusters Score -5016910 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -5016931.500000 Penalty: 5271.421875
	Iteration 23Q: 3 clusters Score -5016932 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -5016923.000000 Penalty: 5271.421875
	Iteration 24Q: 3 clusters Score -5016923 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -5016968.000000 Penalty: 5271.421875
	Iteration 25Q: 3 clusters Score -5016968 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -5016978.500000 Penalty: 5271.421875
	Iteration 26Q: 3 clusters Score -5016978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35212 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -5016992.500000 Penalty: 5271.421875
	Iteration 27Q: 3 clusters Score -5016992 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -5016984.500000 Penalty: 5271.421875
	Iteration 28Q: 3 clusters Score -5016984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -5016998.000000 Penalty: 5271.421875
	Iteration 29Q: 3 clusters Score -5016998 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -5017008.500000 Penalty: 5271.421875
	Iteration 30Q: 3 clusters Score -5017008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -5017013.500000 Penalty: 5271.421875
	Iteration 31Q: 3 clusters Score -5017014 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -5017028.000000 Penalty: 5271.421875
	Iteration 32Q: 3 clusters Score -5017028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -5017036.500000 Penalty: 5271.421875
	Iteration 33Q: 3 clusters Score -5017036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -5017037.000000 Penalty: 5271.421875
	Iteration 34Q: 3 clusters Score -5017037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35509 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -5017033.500000 Penalty: 5271.421875
	Iteration 35Q: 3 clusters Score -5017034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35528 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -5017039.500000 Penalty: 5271.421875
	Iteration 36Q: 3 clusters Score -5017040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -5017037.000000 Penalty: 5271.421875
	Iteration 37Q: 3 clusters Score -5017037 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -5017038.500000 Penalty: 5271.421875
	Iteration 38Q: 3 clusters Score -5017038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -5017039.500000 Penalty: 5271.421875
	Iteration 39Q: 3 clusters Score -5017040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -5017043.000000 Penalty: 5271.421875
	Iteration 40F: 3 clusters Score -5017043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35581 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -5017040.000000 Penalty: 5271.421875
	Iteration 41Q: 3 clusters Score -5017040 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -5017034.000000 Penalty: 5271.421875
	Iteration 42Q: 3 clusters Score -5017034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35611 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -5017030.500000 Penalty: 5271.421875
	Iteration 43Q: 3 clusters Score -5017030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -5017046.000000 Penalty: 5271.421875
	Iteration 44Q: 3 clusters Score -5017046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -5017046.500000 Penalty: 5271.421875
	Iteration 45Q: 3 clusters Score -5017046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -5017046.500000 Penalty: 5271.421875
	Iteration 46Q: 3 clusters Score -5017046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -5017043.000000 Penalty: 5271.421875
	Iteration 47Q: 3 clusters Score -5017043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -5017048.500000 Penalty: 5271.421875
	Iteration 48Q: 3 clusters Score -5017048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -5017049.500000 Penalty: 5271.421875
	Iteration 49Q: 3 clusters Score -5017050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -5017051.000000 Penalty: 5271.421875
	Iteration 50Q: 3 clusters Score -5017051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -5017048.000000 Penalty: 5271.421875
	Iteration 51Q: 3 clusters Score -5017048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -5017049.500000 Penalty: 5271.421875
	Iteration 52Q: 3 clusters Score -5017050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -5017046.500000 Penalty: 5271.421875
	Iteration 53Q: 3 clusters Score -5017046 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -5017052.500000 Penalty: 5271.421875
	Iteration 54Q: 3 clusters Score -5017052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -5017048.000000 Penalty: 5271.421875
	Iteration 55Q: 3 clusters Score -5017048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -5017049.000000 Penalty: 5271.421875
	Iteration 56Q: 3 clusters Score -5017049 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -5017058.000000 Penalty: 5271.421875
	Iteration 57Q: 3 clusters Score -5017058 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35769 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -5017052.000000 Penalty: 5271.421875
	Iteration 58Q: 3 clusters Score -5017052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -5017058.000000 Penalty: 5271.421875
	Iteration 59Q: 3 clusters Score -5017058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -5017060.000000 Penalty: 5271.421875
	Iteration 60F: 3 clusters Score -5017060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -5017063.500000 Penalty: 5271.421875
	Iteration 61Q: 3 clusters Score -5017064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35809 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -5017061.000000 Penalty: 5271.421875
	Iteration 62Q: 3 clusters Score -5017061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -5017062.000000 Penalty: 5271.421875
	Iteration 63Q: 3 clusters Score -5017062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -5017058.000000 Penalty: 5271.421875
	Iteration 64Q: 3 clusters Score -5017058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35834 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -5017070.000000 Penalty: 5271.421875
	Iteration 65Q: 3 clusters Score -5017070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35840 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -5017069.500000 Penalty: 5271.421875
	Iteration 66Q: 3 clusters Score -5017070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35846 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -5017073.500000 Penalty: 5271.421875
	Iteration 67Q: 3 clusters Score -5017074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -5017074.500000 Penalty: 5271.421875
	Iteration 68Q: 3 clusters Score -5017074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35855 members 
Mstep: Class 2 contains 5414 members 
Entering Unmasked Estep 
Score: -5017073.000000 Penalty: 5271.421875
	Iteration 69Q: 3 clusters Score -5017073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35857 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -5017075.000000 Penalty: 5271.421875
	Iteration 70Q: 3 clusters Score -5017075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35859 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -5017071.500000 Penalty: 5271.421875
	Iteration 71Q: 3 clusters Score -5017072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -5017069.500000 Penalty: 5271.421875
	Iteration 72Q: 3 clusters Score -5017070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35860 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -5017069.500000 Penalty: 5271.421875
	Iteration 73F: 3 clusters Score -5017070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Entering Unmasked Estep 
Score: -324925.375000 Penalty: 1953.782471
	Iteration 0F: 2 clusters Score -324925.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -321858.312500 Penalty: 3907.564941
	Iteration 0F: 3 clusters Score -321858.3 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -322428.312500 Penalty: 3907.564941
	Iteration 1F: 3 clusters Score -322428.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -322555.343750 Penalty: 3907.564941
	Iteration 2F: 3 clusters Score -322555.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -322625.937500 Penalty: 3907.564941
	Iteration 3Q: 3 clusters Score -322625.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -322678.781250 Penalty: 3907.564941
	Iteration 4Q: 3 clusters Score -322678.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -322709.656250 Penalty: 3907.564941
	Iteration 5Q: 3 clusters Score -322709.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -322728.656250 Penalty: 3907.564941
	Iteration 6Q: 3 clusters Score -322728.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -322744.875000 Penalty: 3907.564941
	Iteration 7Q: 3 clusters Score -322744.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -322756.906250 Penalty: 3907.564941
	Iteration 8Q: 3 clusters Score -322756.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -322765.187500 Penalty: 3907.564941
	Iteration 9Q: 3 clusters Score -322765.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -322776.906250 Penalty: 3907.564941
	Iteration 10Q: 3 clusters Score -322776.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -322785.875000 Penalty: 3907.564941
	Iteration 11Q: 3 clusters Score -322785.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -322792.906250 Penalty: 3907.564941
	Iteration 12Q: 3 clusters Score -322792.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -322797.562500 Penalty: 3907.564941
	Iteration 13Q: 3 clusters Score -322797.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -322803.593750 Penalty: 3907.564941
	Iteration 14Q: 3 clusters Score -322803.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -322811.937500 Penalty: 3907.564941
	Iteration 15Q: 3 clusters Score -322811.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -322817.718750 Penalty: 3907.564941
	Iteration 16Q: 3 clusters Score -322817.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -322823.406250 Penalty: 3907.564941
	Iteration 17Q: 3 clusters Score -322823.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -322830.093750 Penalty: 3907.564941
	Iteration 18Q: 3 clusters Score -322830.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -322834.937500 Penalty: 3907.564941
	Iteration 19Q: 3 clusters Score -322834.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -322838.406250 Penalty: 3907.564941
	Iteration 20F: 3 clusters Score -322838.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -322842.812500 Penalty: 3907.564941
	Iteration 21Q: 3 clusters Score -322842.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -322850.531250 Penalty: 3907.564941
	Iteration 22Q: 3 clusters Score -322850.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -322856.250000 Penalty: 3907.564941
	Iteration 23Q: 3 clusters Score -322856.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -322861.125000 Penalty: 3907.564941
	Iteration 24Q: 3 clusters Score -322861.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -322865.437500 Penalty: 3907.564941
	Iteration 25Q: 3 clusters Score -322865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -322867.593750 Penalty: 3907.564941
	Iteration 26Q: 3 clusters Score -322867.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -322870.781250 Penalty: 3907.564941
	Iteration 27Q: 3 clusters Score -322870.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -322878.750000 Penalty: 3907.564941
	Iteration 28Q: 3 clusters Score -322878.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -322887.437500 Penalty: 3907.564941
	Iteration 29Q: 3 clusters Score -322887.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -322893.218750 Penalty: 3907.564941
	Iteration 30Q: 3 clusters Score -322893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -322898.375000 Penalty: 3907.564941
	Iteration 31Q: 3 clusters Score -322898.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -322904.781250 Penalty: 3907.564941
	Iteration 32Q: 3 clusters Score -322904.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -322910.656250 Penalty: 3907.564941
	Iteration 33Q: 3 clusters Score -322910.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -322916.468750 Penalty: 3907.564941
	Iteration 34Q: 3 clusters Score -322916.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -322921.593750 Penalty: 3907.564941
	Iteration 35Q: 3 clusters Score -322921.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -322924.593750 Penalty: 3907.564941
	Iteration 36Q: 3 clusters Score -322924.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -322928.156250 Penalty: 3907.564941
	Iteration 37Q: 3 clusters Score -322928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -322931.000000 Penalty: 3907.564941
	Iteration 38Q: 3 clusters Score -322931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -322932.625000 Penalty: 3907.564941
	Iteration 39Q: 3 clusters Score -322932.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -322933.031250 Penalty: 3907.564941
	Iteration 40F: 3 clusters Score -322933 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159783 members 
Entering Unmasked Estep 
Score: -19233086.000000 Penalty: 2971.429932
	Iteration 0F: 2 clusters Score -1.923309e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 80318 members 
Entering Unmasked Estep 
Score: -19127736.000000 Penalty: 5942.859863
	Iteration 0F: 3 clusters Score -1.912774e+07 nChanged 76352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74343 members 
Mstep: Class 2 contains 85440 members 
Entering Unmasked Estep 
Score: -19172282.000000 Penalty: 5942.859863
	Iteration 1F: 3 clusters Score -1.917228e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71379 members 
Mstep: Class 2 contains 88404 members 
Entering Unmasked Estep 
Score: -19173784.000000 Penalty: 5942.859863
	Iteration 2Q: 3 clusters Score -1.917378e+07 nChanged 5891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -19176214.000000 Penalty: 5942.859863
	Iteration 3Q: 3 clusters Score -1.917621e+07 nChanged 7327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60235 members 
Mstep: Class 2 contains 99548 members 
Entering Unmasked Estep 
Score: -19179944.000000 Penalty: 5942.859863
	Iteration 4Q: 3 clusters Score -1.917994e+07 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 109031 members 
Entering Unmasked Estep 
Score: -19186540.000000 Penalty: 5942.859863
	Iteration 5F: 3 clusters Score -1.918654e+07 nChanged 12454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38462 members 
Mstep: Class 2 contains 121321 members 
Entering Unmasked Estep 
Score: -19197046.000000 Penalty: 5942.859863
	Iteration 6F: 3 clusters Score -1.919705e+07 nChanged 13321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25211 members 
Mstep: Class 2 contains 134572 members 
Entering Unmasked Estep 
Score: -19209442.000000 Penalty: 5942.859863
	Iteration 7F: 3 clusters Score -1.920944e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 145570 members 
Entering Unmasked Estep 
Score: -19219902.000000 Penalty: 5942.859863
	Iteration 8F: 3 clusters Score -1.92199e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 152575 members 
Entering Unmasked Estep 
Score: -19225740.000000 Penalty: 5942.859863
	Iteration 9Q: 3 clusters Score -1.922574e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 156125 members 
Entering Unmasked Estep 
Score: -19228478.000000 Penalty: 5942.859863
	Iteration 10Q: 3 clusters Score -1.922848e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 157759 members 
Entering Unmasked Estep 
Score: -19229518.000000 Penalty: 5942.859863
	Iteration 11Q: 3 clusters Score -1.922952e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 158470 members 
Entering Unmasked Estep 
Score: -19229980.000000 Penalty: 5942.859863
	Iteration 12Q: 3 clusters Score -1.922998e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 158823 members 
Entering Unmasked Estep 
Score: -19230222.000000 Penalty: 5942.859863
	Iteration 13Q: 3 clusters Score -1.923022e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 158993 members 
Entering Unmasked Estep 
Score: -19230334.000000 Penalty: 5942.859863
	Iteration 14Q: 3 clusters Score -1.923033e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 159102 members 
Entering Unmasked Estep 
Score: -19230414.000000 Penalty: 5942.859863
	Iteration 15Q: 3 clusters Score -1.923041e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 159170 members 
Entering Unmasked Estep 
Score: -19230484.000000 Penalty: 5942.859863
	Iteration 16Q: 3 clusters Score -1.923048e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 159208 members 
Entering Unmasked Estep 
Score: -19230514.000000 Penalty: 5942.859863
	Iteration 17Q: 3 clusters Score -1.923051e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 159236 members 
Entering Unmasked Estep 
Score: -19230522.000000 Penalty: 5942.859863
	Iteration 18Q: 3 clusters Score -1.923052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 159250 members 
Entering Unmasked Estep 
Score: -19230552.000000 Penalty: 5942.859863
	Iteration 19Q: 3 clusters Score -1.923055e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -19230564.000000 Penalty: 5942.859863
	Iteration 20F: 3 clusters Score -1.923056e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 159269 members 
Entering Unmasked Estep 
Score: -19230554.000000 Penalty: 5942.859863
	Iteration 21Q: 3 clusters Score -1.923055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 159274 members 
Entering Unmasked Estep 
Score: -19230548.000000 Penalty: 5942.859863
	Iteration 22Q: 3 clusters Score -1.923055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 159279 members 
Entering Unmasked Estep 
Score: -19230568.000000 Penalty: 5942.859863
	Iteration 23Q: 3 clusters Score -1.923057e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 159284 members 
Entering Unmasked Estep 
Score: -19230574.000000 Penalty: 5942.859863
	Iteration 24Q: 3 clusters Score -1.923057e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 159291 members 
Entering Unmasked Estep 
Score: -19230592.000000 Penalty: 5942.859863
	Iteration 25Q: 3 clusters Score -1.923059e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 159292 members 
Entering Unmasked Estep 
Score: -19230602.000000 Penalty: 5942.859863
	Iteration 26Q: 3 clusters Score -1.92306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 159296 members 
Entering Unmasked Estep 
Score: -19230598.000000 Penalty: 5942.859863
	Iteration 27Q: 3 clusters Score -1.92306e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 159296 members 
Entering Unmasked Estep 
Score: -19230616.000000 Penalty: 5942.859863
	Iteration 28Q: 3 clusters Score -1.923062e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 159300 members 
Entering Unmasked Estep 
Score: -19230616.000000 Penalty: 5942.859863
	Iteration 29Q: 3 clusters Score -1.923062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 159303 members 
Entering Unmasked Estep 
Score: -19230612.000000 Penalty: 5942.859863
	Iteration 30Q: 3 clusters Score -1.923061e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 159304 members 
Entering Unmasked Estep 
Score: -19230606.000000 Penalty: 5942.859863
	Iteration 31Q: 3 clusters Score -1.923061e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 159303 members 
Entering Unmasked Estep 
Score: -19230620.000000 Penalty: 5942.859863
	Iteration 32Q: 3 clusters Score -1.923062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 159303 members 
Entering Unmasked Estep 
Score: -19230620.000000 Penalty: 5942.859863
	Iteration 33F: 3 clusters Score -1.923062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Entering Unmasked Estep 
Score: -536042.312500 Penalty: 2089.419189
	Iteration 0F: 2 clusters Score -536042.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -531775.312500 Penalty: 4178.838379
	Iteration 0F: 3 clusters Score -531775.3 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -532759.000000 Penalty: 4178.838379
	Iteration 1F: 3 clusters Score -532759 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -532953.312500 Penalty: 4178.838379
	Iteration 2F: 3 clusters Score -532953.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -533087.562500 Penalty: 4178.838379
	Iteration 3F: 3 clusters Score -533087.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -533193.812500 Penalty: 4178.838379
	Iteration 4Q: 3 clusters Score -533193.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -533276.500000 Penalty: 4178.838379
	Iteration 5Q: 3 clusters Score -533276.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -533338.937500 Penalty: 4178.838379
	Iteration 6Q: 3 clusters Score -533338.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -533392.812500 Penalty: 4178.838379
	Iteration 7Q: 3 clusters Score -533392.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -533447.437500 Penalty: 4178.838379
	Iteration 8Q: 3 clusters Score -533447.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -533500.437500 Penalty: 4178.838379
	Iteration 9Q: 3 clusters Score -533500.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -533550.187500 Penalty: 4178.838379
	Iteration 10Q: 3 clusters Score -533550.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -533599.687500 Penalty: 4178.838379
	Iteration 11Q: 3 clusters Score -533599.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -533661.562500 Penalty: 4178.838379
	Iteration 12Q: 3 clusters Score -533661.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -533715.000000 Penalty: 4178.838379
	Iteration 13Q: 3 clusters Score -533715 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -533755.000000 Penalty: 4178.838379
	Iteration 14Q: 3 clusters Score -533755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -533790.437500 Penalty: 4178.838379
	Iteration 15Q: 3 clusters Score -533790.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -533818.625000 Penalty: 4178.838379
	Iteration 16Q: 3 clusters Score -533818.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -533847.500000 Penalty: 4178.838379
	Iteration 17Q: 3 clusters Score -533847.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -533867.812500 Penalty: 4178.838379
	Iteration 18Q: 3 clusters Score -533867.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -533893.875000 Penalty: 4178.838379
	Iteration 19Q: 3 clusters Score -533893.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -533929.625000 Penalty: 4178.838379
	Iteration 20F: 3 clusters Score -533929.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -533963.000000 Penalty: 4178.838379
	Iteration 21Q: 3 clusters Score -533963 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -534011.312500 Penalty: 4178.838379
	Iteration 22Q: 3 clusters Score -534011.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -534059.687500 Penalty: 4178.838379
	Iteration 23Q: 3 clusters Score -534059.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -534111.750000 Penalty: 4178.838379
	Iteration 24Q: 3 clusters Score -534111.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -534148.562500 Penalty: 4178.838379
	Iteration 25Q: 3 clusters Score -534148.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -534185.000000 Penalty: 4178.838379
	Iteration 26Q: 3 clusters Score -534185 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -534220.750000 Penalty: 4178.838379
	Iteration 27Q: 3 clusters Score -534220.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -534248.750000 Penalty: 4178.838379
	Iteration 28Q: 3 clusters Score -534248.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -534270.125000 Penalty: 4178.838379
	Iteration 29Q: 3 clusters Score -534270.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -534286.375000 Penalty: 4178.838379
	Iteration 30Q: 3 clusters Score -534286.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -534311.875000 Penalty: 4178.838379
	Iteration 31Q: 3 clusters Score -534311.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -534343.375000 Penalty: 4178.838379
	Iteration 32Q: 3 clusters Score -534343.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -534376.937500 Penalty: 4178.838379
	Iteration 33Q: 3 clusters Score -534376.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -534395.250000 Penalty: 4178.838379
	Iteration 34Q: 3 clusters Score -534395.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -534407.125000 Penalty: 4178.838379
	Iteration 35Q: 3 clusters Score -534407.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -534425.312500 Penalty: 4178.838379
	Iteration 36Q: 3 clusters Score -534425.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -534450.750000 Penalty: 4178.838379
	Iteration 37Q: 3 clusters Score -534450.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -534473.625000 Penalty: 4178.838379
	Iteration 38Q: 3 clusters Score -534473.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -534495.312500 Penalty: 4178.838379
	Iteration 39Q: 3 clusters Score -534495.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -534520.500000 Penalty: 4178.838379
	Iteration 40F: 3 clusters Score -534520.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -534552.250000 Penalty: 4178.838379
	Iteration 41Q: 3 clusters Score -534552.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -534588.625000 Penalty: 4178.838379
	Iteration 42Q: 3 clusters Score -534588.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -534625.875000 Penalty: 4178.838379
	Iteration 43Q: 3 clusters Score -534625.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -534682.625000 Penalty: 4178.838379
	Iteration 44Q: 3 clusters Score -534682.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -534736.687500 Penalty: 4178.838379
	Iteration 45Q: 3 clusters Score -534736.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -534776.437500 Penalty: 4178.838379
	Iteration 46Q: 3 clusters Score -534776.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -534813.250000 Penalty: 4178.838379
	Iteration 47Q: 3 clusters Score -534813.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -534835.875000 Penalty: 4178.838379
	Iteration 48Q: 3 clusters Score -534835.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -534856.250000 Penalty: 4178.838379
	Iteration 49Q: 3 clusters Score -534856.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -534865.375000 Penalty: 4178.838379
	Iteration 50Q: 3 clusters Score -534865.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -534871.687500 Penalty: 4178.838379
	Iteration 51Q: 3 clusters Score -534871.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -534877.187500 Penalty: 4178.838379
	Iteration 52Q: 3 clusters Score -534877.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -534885.312500 Penalty: 4178.838379
	Iteration 53Q: 3 clusters Score -534885.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -534890.625000 Penalty: 4178.838379
	Iteration 54Q: 3 clusters Score -534890.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -534892.937500 Penalty: 4178.838379
	Iteration 55Q: 3 clusters Score -534892.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -534894.937500 Penalty: 4178.838379
	Iteration 56Q: 3 clusters Score -534894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -534896.187500 Penalty: 4178.838379
	Iteration 57Q: 3 clusters Score -534896.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -534897.375000 Penalty: 4178.838379
	Iteration 58Q: 3 clusters Score -534897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -534898.500000 Penalty: 4178.838379
	Iteration 59Q: 3 clusters Score -534898.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -534900.000000 Penalty: 4178.838379
	Iteration 60F: 3 clusters Score -534900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -534901.187500 Penalty: 4178.838379
	Iteration 61Q: 3 clusters Score -534901.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -534902.562500 Penalty: 4178.838379
	Iteration 62Q: 3 clusters Score -534902.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -534902.812500 Penalty: 4178.838379
	Iteration 63Q: 3 clusters Score -534902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -534903.562500 Penalty: 4178.838379
	Iteration 64Q: 3 clusters Score -534903.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -534903.562500 Penalty: 4178.838379
	Iteration 65F: 3 clusters Score -534903.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -39177.265625 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -39177.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37827.515625 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -37827.52 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -38014.417969 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -38014.42 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -38048.199219 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -38048.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38069.363281 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -38069.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -38088.875000 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -38088.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -38095.578125 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -38095.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38104.941406 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -38104.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -38104.941406 Penalty: 2974.240234
	Iteration 7F: 3 clusters Score -38104.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (205596 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205596 members 
Entering Unmasked Estep 
Score: -24805382.000000 Penalty: 3033.949707
	Iteration 0F: 2 clusters Score -2.480538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102403 members 
Mstep: Class 2 contains 103193 members 
Entering Unmasked Estep 
Score: -24675546.000000 Penalty: 6067.899414
	Iteration 0F: 3 clusters Score -2.467555e+07 nChanged 98696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94315 members 
Mstep: Class 2 contains 111281 members 
Entering Unmasked Estep 
Score: -24734136.000000 Penalty: 6067.899414
	Iteration 1F: 3 clusters Score -2.473414e+07 nChanged 6729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89098 members 
Mstep: Class 2 contains 116498 members 
Entering Unmasked Estep 
Score: -24735936.000000 Penalty: 6067.899414
	Iteration 2Q: 3 clusters Score -2.473594e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81137 members 
Mstep: Class 2 contains 124459 members 
Entering Unmasked Estep 
Score: -24739090.000000 Penalty: 6067.899414
	Iteration 3Q: 3 clusters Score -2.473909e+07 nChanged 11963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69412 members 
Mstep: Class 2 contains 136184 members 
Entering Unmasked Estep 
Score: -24745732.000000 Penalty: 6067.899414
	Iteration 4F: 3 clusters Score -2.474573e+07 nChanged 16242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53266 members 
Mstep: Class 2 contains 152330 members 
Entering Unmasked Estep 
Score: -24757744.000000 Penalty: 6067.899414
	Iteration 5F: 3 clusters Score -2.475774e+07 nChanged 19466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33810 members 
Mstep: Class 2 contains 171786 members 
Entering Unmasked Estep 
Score: -24773512.000000 Penalty: 6067.899414
	Iteration 6F: 3 clusters Score -2.477351e+07 nChanged 17643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 189423 members 
Entering Unmasked Estep 
Score: -24789144.000000 Penalty: 6067.899414
	Iteration 7F: 3 clusters Score -2.478914e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 199818 members 
Entering Unmasked Estep 
Score: -24797678.000000 Penalty: 6067.899414
	Iteration 8F: 3 clusters Score -2.479768e+07 nChanged 4010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 203828 members 
Entering Unmasked Estep 
Score: -24801096.000000 Penalty: 6067.899414
	Iteration 9Q: 3 clusters Score -2.48011e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 204925 members 
Entering Unmasked Estep 
Score: -24802036.000000 Penalty: 6067.899414
	Iteration 10Q: 3 clusters Score -2.480204e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 205186 members 
Entering Unmasked Estep 
Score: -24802368.000000 Penalty: 6067.899414
	Iteration 11Q: 3 clusters Score -2.480237e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 205276 members 
Entering Unmasked Estep 
Score: -24802474.000000 Penalty: 6067.899414
	Iteration 12Q: 3 clusters Score -2.480247e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 205310 members 
Entering Unmasked Estep 
Score: -24802506.000000 Penalty: 6067.899414
	Iteration 13Q: 3 clusters Score -2.480251e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 205328 members 
Entering Unmasked Estep 
Score: -24802586.000000 Penalty: 6067.899414
	Iteration 14Q: 3 clusters Score -2.480259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 205337 members 
Entering Unmasked Estep 
Score: -24802616.000000 Penalty: 6067.899414
	Iteration 15Q: 3 clusters Score -2.480262e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 205343 members 
Entering Unmasked Estep 
Score: -24802644.000000 Penalty: 6067.899414
	Iteration 16Q: 3 clusters Score -2.480264e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 205345 members 
Entering Unmasked Estep 
Score: -24802648.000000 Penalty: 6067.899414
	Iteration 17Q: 3 clusters Score -2.480265e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 205350 members 
Entering Unmasked Estep 
Score: -24802668.000000 Penalty: 6067.899414
	Iteration 18Q: 3 clusters Score -2.480267e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205353 members 
Entering Unmasked Estep 
Score: -24802664.000000 Penalty: 6067.899414
	Iteration 19Q: 3 clusters Score -2.480266e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205353 members 
Entering Unmasked Estep 
Score: -24802658.000000 Penalty: 6067.899414
	Iteration 20F: 3 clusters Score -2.480266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 205354 members 
Entering Unmasked Estep 
Score: -24802666.000000 Penalty: 6067.899414
	Iteration 21Q: 3 clusters Score -2.480267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 205354 members 
Entering Unmasked Estep 
Score: -24802654.000000 Penalty: 6067.899414
	Iteration 22Q: 3 clusters Score -2.480265e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 205356 members 
Entering Unmasked Estep 
Score: -24802660.000000 Penalty: 6067.899414
	Iteration 23Q: 3 clusters Score -2.480266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 205355 members 
Entering Unmasked Estep 
Score: -24802672.000000 Penalty: 6067.899414
	Iteration 24Q: 3 clusters Score -2.480267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 205353 members 
Entering Unmasked Estep 
Score: -24802690.000000 Penalty: 6067.899414
	Iteration 25Q: 3 clusters Score -2.480269e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 205352 members 
Entering Unmasked Estep 
Score: -24802676.000000 Penalty: 6067.899414
	Iteration 26Q: 3 clusters Score -2.480268e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 205351 members 
Entering Unmasked Estep 
Score: -24802688.000000 Penalty: 6067.899414
	Iteration 27Q: 3 clusters Score -2.480269e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 205351 members 
Entering Unmasked Estep 
Score: -24802688.000000 Penalty: 6067.899414
	Iteration 28F: 3 clusters Score -2.480269e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Entering Unmasked Estep 
Score: -411687.562500 Penalty: 2013.536987
	Iteration 0F: 2 clusters Score -411687.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -408177.000000 Penalty: 4027.073975
	Iteration 0F: 3 clusters Score -408177 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -408898.750000 Penalty: 4027.073975
	Iteration 1F: 3 clusters Score -408898.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -409053.656250 Penalty: 4027.073975
	Iteration 2F: 3 clusters Score -409053.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -409136.250000 Penalty: 4027.073975
	Iteration 3Q: 3 clusters Score -409136.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -409202.812500 Penalty: 4027.073975
	Iteration 4Q: 3 clusters Score -409202.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -409246.937500 Penalty: 4027.073975
	Iteration 5Q: 3 clusters Score -409246.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -409283.625000 Penalty: 4027.073975
	Iteration 6Q: 3 clusters Score -409283.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -409331.062500 Penalty: 4027.073975
	Iteration 7Q: 3 clusters Score -409331.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -409364.343750 Penalty: 4027.073975
	Iteration 8Q: 3 clusters Score -409364.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -409391.437500 Penalty: 4027.073975
	Iteration 9Q: 3 clusters Score -409391.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -409415.718750 Penalty: 4027.073975
	Iteration 10Q: 3 clusters Score -409415.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -409441.531250 Penalty: 4027.073975
	Iteration 11Q: 3 clusters Score -409441.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -409466.187500 Penalty: 4027.073975
	Iteration 12Q: 3 clusters Score -409466.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -409481.593750 Penalty: 4027.073975
	Iteration 13Q: 3 clusters Score -409481.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -409499.281250 Penalty: 4027.073975
	Iteration 14Q: 3 clusters Score -409499.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -409516.593750 Penalty: 4027.073975
	Iteration 15Q: 3 clusters Score -409516.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -409528.031250 Penalty: 4027.073975
	Iteration 16Q: 3 clusters Score -409528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -409537.593750 Penalty: 4027.073975
	Iteration 17Q: 3 clusters Score -409537.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -409548.156250 Penalty: 4027.073975
	Iteration 18Q: 3 clusters Score -409548.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -409558.781250 Penalty: 4027.073975
	Iteration 19Q: 3 clusters Score -409558.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -409570.312500 Penalty: 4027.073975
	Iteration 20F: 3 clusters Score -409570.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -409585.375000 Penalty: 4027.073975
	Iteration 21Q: 3 clusters Score -409585.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -409603.125000 Penalty: 4027.073975
	Iteration 22Q: 3 clusters Score -409603.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -409621.500000 Penalty: 4027.073975
	Iteration 23Q: 3 clusters Score -409621.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -409637.031250 Penalty: 4027.073975
	Iteration 24Q: 3 clusters Score -409637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -409649.625000 Penalty: 4027.073975
	Iteration 25Q: 3 clusters Score -409649.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -409662.281250 Penalty: 4027.073975
	Iteration 26Q: 3 clusters Score -409662.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -409669.437500 Penalty: 4027.073975
	Iteration 27Q: 3 clusters Score -409669.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -409677.781250 Penalty: 4027.073975
	Iteration 28Q: 3 clusters Score -409677.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -409684.656250 Penalty: 4027.073975
	Iteration 29Q: 3 clusters Score -409684.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -409696.218750 Penalty: 4027.073975
	Iteration 30Q: 3 clusters Score -409696.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -409709.437500 Penalty: 4027.073975
	Iteration 31Q: 3 clusters Score -409709.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -409720.187500 Penalty: 4027.073975
	Iteration 32Q: 3 clusters Score -409720.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -409728.656250 Penalty: 4027.073975
	Iteration 33Q: 3 clusters Score -409728.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -409735.781250 Penalty: 4027.073975
	Iteration 34Q: 3 clusters Score -409735.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -409745.375000 Penalty: 4027.073975
	Iteration 35Q: 3 clusters Score -409745.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -409754.875000 Penalty: 4027.073975
	Iteration 36Q: 3 clusters Score -409754.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -409762.187500 Penalty: 4027.073975
	Iteration 37Q: 3 clusters Score -409762.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -409764.593750 Penalty: 4027.073975
	Iteration 38Q: 3 clusters Score -409764.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -409767.656250 Penalty: 4027.073975
	Iteration 39Q: 3 clusters Score -409767.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -409772.875000 Penalty: 4027.073975
	Iteration 40F: 3 clusters Score -409772.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -409778.437500 Penalty: 4027.073975
	Iteration 41Q: 3 clusters Score -409778.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -409781.812500 Penalty: 4027.073975
	Iteration 42Q: 3 clusters Score -409781.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -409784.437500 Penalty: 4027.073975
	Iteration 43Q: 3 clusters Score -409784.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -409788.156250 Penalty: 4027.073975
	Iteration 44Q: 3 clusters Score -409788.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -409792.468750 Penalty: 4027.073975
	Iteration 45Q: 3 clusters Score -409792.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -409796.343750 Penalty: 4027.073975
	Iteration 46Q: 3 clusters Score -409796.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -409799.750000 Penalty: 4027.073975
	Iteration 47Q: 3 clusters Score -409799.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -409804.531250 Penalty: 4027.073975
	Iteration 48Q: 3 clusters Score -409804.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -409807.437500 Penalty: 4027.073975
	Iteration 49Q: 3 clusters Score -409807.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -409811.781250 Penalty: 4027.073975
	Iteration 50Q: 3 clusters Score -409811.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -409814.750000 Penalty: 4027.073975
	Iteration 51Q: 3 clusters Score -409814.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -409816.937500 Penalty: 4027.073975
	Iteration 52Q: 3 clusters Score -409816.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -409821.531250 Penalty: 4027.073975
	Iteration 53Q: 3 clusters Score -409821.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -409824.875000 Penalty: 4027.073975
	Iteration 54Q: 3 clusters Score -409824.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -409828.625000 Penalty: 4027.073975
	Iteration 55Q: 3 clusters Score -409828.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -409834.375000 Penalty: 4027.073975
	Iteration 56Q: 3 clusters Score -409834.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -409841.031250 Penalty: 4027.073975
	Iteration 57Q: 3 clusters Score -409841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -409846.031250 Penalty: 4027.073975
	Iteration 58Q: 3 clusters Score -409846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -409849.343750 Penalty: 4027.073975
	Iteration 59Q: 3 clusters Score -409849.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -409850.281250 Penalty: 4027.073975
	Iteration 60F: 3 clusters Score -409850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -409851.687500 Penalty: 4027.073975
	Iteration 61Q: 3 clusters Score -409851.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -409853.250000 Penalty: 4027.073975
	Iteration 62Q: 3 clusters Score -409853.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -409856.250000 Penalty: 4027.073975
	Iteration 63Q: 3 clusters Score -409856.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -409861.031250 Penalty: 4027.073975
	Iteration 64Q: 3 clusters Score -409861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -409863.312500 Penalty: 4027.073975
	Iteration 65Q: 3 clusters Score -409863.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -409865.437500 Penalty: 4027.073975
	Iteration 66Q: 3 clusters Score -409865.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -409867.000000 Penalty: 4027.073975
	Iteration 67Q: 3 clusters Score -409867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -409867.093750 Penalty: 4027.073975
	Iteration 68Q: 3 clusters Score -409867.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -409869.625000 Penalty: 4027.073975
	Iteration 69Q: 3 clusters Score -409869.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -409869.937500 Penalty: 4027.073975
	Iteration 70Q: 3 clusters Score -409869.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -409869.937500 Penalty: 4027.073975
	Iteration 71F: 3 clusters Score -409869.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Entering Unmasked Estep 
Score: -1514462.750000 Penalty: 2341.539307
	Iteration 0F: 2 clusters Score -1514463 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1505177.625000 Penalty: 4683.078613
	Iteration 0F: 3 clusters Score -1505178 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1507972.875000 Penalty: 4683.078613
	Iteration 1F: 3 clusters Score -1507973 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1508246.500000 Penalty: 4683.078613
	Iteration 2F: 3 clusters Score -1508246 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -1508449.375000 Penalty: 4683.078613
	Iteration 3Q: 3 clusters Score -1508449 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1508631.625000 Penalty: 4683.078613
	Iteration 4Q: 3 clusters Score -1508632 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1508845.375000 Penalty: 4683.078613
	Iteration 5Q: 3 clusters Score -1508845 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1509157.125000 Penalty: 4683.078613
	Iteration 6Q: 3 clusters Score -1509157 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6894 members 
Entering Unmasked Estep 
Score: -1509590.000000 Penalty: 4683.078613
	Iteration 7Q: 3 clusters Score -1509590 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1510072.250000 Penalty: 4683.078613
	Iteration 8F: 3 clusters Score -1510072 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -1510605.375000 Penalty: 4683.078613
	Iteration 9F: 3 clusters Score -1510605 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1511189.000000 Penalty: 4683.078613
	Iteration 10F: 3 clusters Score -1511189 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1511777.625000 Penalty: 4683.078613
	Iteration 11F: 3 clusters Score -1511778 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1512301.000000 Penalty: 4683.078613
	Iteration 12Q: 3 clusters Score -1512301 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -1512654.125000 Penalty: 4683.078613
	Iteration 13Q: 3 clusters Score -1512654 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1512914.750000 Penalty: 4683.078613
	Iteration 14Q: 3 clusters Score -1512915 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1513056.625000 Penalty: 4683.078613
	Iteration 15Q: 3 clusters Score -1513057 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1513114.750000 Penalty: 4683.078613
	Iteration 16Q: 3 clusters Score -1513115 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -1513150.000000 Penalty: 4683.078613
	Iteration 17Q: 3 clusters Score -1513150 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1513175.750000 Penalty: 4683.078613
	Iteration 18Q: 3 clusters Score -1513176 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -1513190.375000 Penalty: 4683.078613
	Iteration 19Q: 3 clusters Score -1513190 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -1513203.625000 Penalty: 4683.078613
	Iteration 20F: 3 clusters Score -1513204 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1513212.250000 Penalty: 4683.078613
	Iteration 21Q: 3 clusters Score -1513212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -1513220.000000 Penalty: 4683.078613
	Iteration 22Q: 3 clusters Score -1513220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1513220.000000 Penalty: 4683.078613
	Iteration 23Q: 3 clusters Score -1513220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1513222.750000 Penalty: 4683.078613
	Iteration 24Q: 3 clusters Score -1513223 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -1513225.625000 Penalty: 4683.078613
	Iteration 25Q: 3 clusters Score -1513226 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -1513227.750000 Penalty: 4683.078613
	Iteration 26Q: 3 clusters Score -1513228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1513226.875000 Penalty: 4683.078613
	Iteration 27Q: 3 clusters Score -1513227 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -1513229.500000 Penalty: 4683.078613
	Iteration 28Q: 3 clusters Score -1513230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 9842 members 
Entering Unmasked Estep 
Score: -1513228.375000 Penalty: 4683.078613
	Iteration 29Q: 3 clusters Score -1513228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1513230.000000 Penalty: 4683.078613
	Iteration 30Q: 3 clusters Score -1513230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -1513228.250000 Penalty: 4683.078613
	Iteration 31Q: 3 clusters Score -1513228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1513232.250000 Penalty: 4683.078613
	Iteration 32Q: 3 clusters Score -1513232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1513230.250000 Penalty: 4683.078613
	Iteration 33Q: 3 clusters Score -1513230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -1513231.375000 Penalty: 4683.078613
	Iteration 34Q: 3 clusters Score -1513231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -1513229.375000 Penalty: 4683.078613
	Iteration 35Q: 3 clusters Score -1513229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1513234.000000 Penalty: 4683.078613
	Iteration 36Q: 3 clusters Score -1513234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -1513231.875000 Penalty: 4683.078613
	Iteration 37Q: 3 clusters Score -1513232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1513234.000000 Penalty: 4683.078613
	Iteration 38Q: 3 clusters Score -1513234 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1513231.125000 Penalty: 4683.078613
	Iteration 39Q: 3 clusters Score -1513231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1513232.375000 Penalty: 4683.078613
	Iteration 40F: 3 clusters Score -1513232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1513232.375000 Penalty: 4683.078613
	Iteration 41Q: 3 clusters Score -1513232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1513235.125000 Penalty: 4683.078613
	Iteration 42Q: 3 clusters Score -1513235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1513241.750000 Penalty: 4683.078613
	Iteration 43Q: 3 clusters Score -1513242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1513242.375000 Penalty: 4683.078613
	Iteration 44Q: 3 clusters Score -1513242 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1513245.125000 Penalty: 4683.078613
	Iteration 45Q: 3 clusters Score -1513245 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 9941 members 
Entering Unmasked Estep 
Score: -1513246.875000 Penalty: 4683.078613
	Iteration 46Q: 3 clusters Score -1513247 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1513248.000000 Penalty: 4683.078613
	Iteration 47Q: 3 clusters Score -1513248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -1513254.125000 Penalty: 4683.078613
	Iteration 48Q: 3 clusters Score -1513254 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -1513258.500000 Penalty: 4683.078613
	Iteration 49Q: 3 clusters Score -1513258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -1513261.875000 Penalty: 4683.078613
	Iteration 50Q: 3 clusters Score -1513262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1513265.250000 Penalty: 4683.078613
	Iteration 51Q: 3 clusters Score -1513265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -1513267.125000 Penalty: 4683.078613
	Iteration 52Q: 3 clusters Score -1513267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 10022 members 
Entering Unmasked Estep 
Score: -1513265.125000 Penalty: 4683.078613
	Iteration 53Q: 3 clusters Score -1513265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1513269.375000 Penalty: 4683.078613
	Iteration 54Q: 3 clusters Score -1513269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -1513275.000000 Penalty: 4683.078613
	Iteration 55Q: 3 clusters Score -1513275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -1513273.750000 Penalty: 4683.078613
	Iteration 56Q: 3 clusters Score -1513274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -1513273.250000 Penalty: 4683.078613
	Iteration 57Q: 3 clusters Score -1513273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1513274.250000 Penalty: 4683.078613
	Iteration 58Q: 3 clusters Score -1513274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1513274.500000 Penalty: 4683.078613
	Iteration 59Q: 3 clusters Score -1513274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 10057 members 
Entering Unmasked Estep 
Score: -1513272.625000 Penalty: 4683.078613
	Iteration 60F: 3 clusters Score -1513273 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Entering Unmasked Estep 
Score: -1718821.000000 Penalty: 2366.277344
	Iteration 0F: 2 clusters Score -1718821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1708671.625000 Penalty: 4732.554688
	Iteration 0F: 3 clusters Score -1708672 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1711860.375000 Penalty: 4732.554688
	Iteration 1F: 3 clusters Score -1711860 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1712263.250000 Penalty: 4732.554688
	Iteration 2F: 3 clusters Score -1712263 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -1712629.000000 Penalty: 4732.554688
	Iteration 3F: 3 clusters Score -1712629 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1712990.750000 Penalty: 4732.554688
	Iteration 4Q: 3 clusters Score -1712991 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1713318.375000 Penalty: 4732.554688
	Iteration 5Q: 3 clusters Score -1713318 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -1713724.875000 Penalty: 4732.554688
	Iteration 6Q: 3 clusters Score -1713725 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1714201.375000 Penalty: 4732.554688
	Iteration 7Q: 3 clusters Score -1714201 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -1714721.500000 Penalty: 4732.554688
	Iteration 8F: 3 clusters Score -1714722 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1715250.625000 Penalty: 4732.554688
	Iteration 9F: 3 clusters Score -1715251 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1715657.750000 Penalty: 4732.554688
	Iteration 10Q: 3 clusters Score -1715658 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1715889.625000 Penalty: 4732.554688
	Iteration 11Q: 3 clusters Score -1715890 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1716021.250000 Penalty: 4732.554688
	Iteration 12Q: 3 clusters Score -1716021 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1716108.750000 Penalty: 4732.554688
	Iteration 13Q: 3 clusters Score -1716109 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1716164.125000 Penalty: 4732.554688
	Iteration 14Q: 3 clusters Score -1716164 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1716200.375000 Penalty: 4732.554688
	Iteration 15Q: 3 clusters Score -1716200 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1716231.375000 Penalty: 4732.554688
	Iteration 16Q: 3 clusters Score -1716231 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1716260.625000 Penalty: 4732.554688
	Iteration 17Q: 3 clusters Score -1716261 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1716284.875000 Penalty: 4732.554688
	Iteration 18Q: 3 clusters Score -1716285 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1716300.750000 Penalty: 4732.554688
	Iteration 19Q: 3 clusters Score -1716301 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1716313.875000 Penalty: 4732.554688
	Iteration 20F: 3 clusters Score -1716314 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1716326.000000 Penalty: 4732.554688
	Iteration 21Q: 3 clusters Score -1716326 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1716336.375000 Penalty: 4732.554688
	Iteration 22Q: 3 clusters Score -1716336 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1716340.250000 Penalty: 4732.554688
	Iteration 23Q: 3 clusters Score -1716340 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1716349.875000 Penalty: 4732.554688
	Iteration 24Q: 3 clusters Score -1716350 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1716356.750000 Penalty: 4732.554688
	Iteration 25Q: 3 clusters Score -1716357 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -1716361.875000 Penalty: 4732.554688
	Iteration 26Q: 3 clusters Score -1716362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1716363.125000 Penalty: 4732.554688
	Iteration 27Q: 3 clusters Score -1716363 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1716368.250000 Penalty: 4732.554688
	Iteration 28Q: 3 clusters Score -1716368 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1716377.500000 Penalty: 4732.554688
	Iteration 29Q: 3 clusters Score -1716378 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1716383.625000 Penalty: 4732.554688
	Iteration 30Q: 3 clusters Score -1716384 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1716389.500000 Penalty: 4732.554688
	Iteration 31Q: 3 clusters Score -1716390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1716391.625000 Penalty: 4732.554688
	Iteration 32Q: 3 clusters Score -1716392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1716390.500000 Penalty: 4732.554688
	Iteration 33Q: 3 clusters Score -1716390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -1716396 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1716394.250000 Penalty: 4732.554688
	Iteration 35Q: 3 clusters Score -1716394 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1716399.000000 Penalty: 4732.554688
	Iteration 36Q: 3 clusters Score -1716399 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1716400.875000 Penalty: 4732.554688
	Iteration 37Q: 3 clusters Score -1716401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -1716401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1716400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1716403.375000 Penalty: 4732.554688
	Iteration 40F: 3 clusters Score -1716403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1716402.125000 Penalty: 4732.554688
	Iteration 41Q: 3 clusters Score -1716402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -1716401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1716403 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -1716400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1716401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -1716402.625000 Penalty: 4732.554688
	Iteration 46Q: 3 clusters Score -1716403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1716406.500000 Penalty: 4732.554688
	Iteration 47Q: 3 clusters Score -1716406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1716405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1716411 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -1716408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1716409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -1716410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -1716410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -1716412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
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	Iteration 55F: 3 clusters Score -1716412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 167037 members 
Mstep: Class 3 contains 35488 members 
Mstep: Class 4 contains 35156 members 
Mstep: Class 5 contains 41269 members 
Mstep: Class 6 contains 2639 members 
Mstep: Class 7 contains 159783 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205596 members 
Mstep: Class 14 contains 3358 members 
Mstep: Class 19 contains 12603 members 
Mstep: Class 20 contains 13925 members 
Entering Unmasked Estep 
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Iteration 359Q: 14 clusters Score -8.110373e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 167030 members 
Mstep: Class 3 contains 35481 members 
Mstep: Class 4 contains 35174 members 
Mstep: Class 5 contains 41273 members 
Mstep: Class 6 contains 2628 members 
Mstep: Class 7 contains 159755 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205619 members 
Mstep: Class 14 contains 3356 members 
Mstep: Class 19 contains 12605 members 
Mstep: Class 20 contains 13933 members 
Entering Unmasked Estep 
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Iteration 360F: 14 clusters Score -8.110384e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 167029 members 
Mstep: Class 3 contains 35481 members 
Mstep: Class 4 contains 35188 members 
Mstep: Class 5 contains 41282 members 
Mstep: Class 6 contains 2623 members 
Mstep: Class 7 contains 159739 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205604 members 
Mstep: Class 14 contains 3355 members 
Mstep: Class 19 contains 12609 members 
Mstep: Class 20 contains 13946 members 
Entering Unmasked Estep 
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Iteration 361Q: 14 clusters Score -8.110386e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 167016 members 
Mstep: Class 3 contains 35481 members 
Mstep: Class 4 contains 35194 members 
Mstep: Class 5 contains 41287 members 
Mstep: Class 6 contains 2622 members 
Mstep: Class 7 contains 159706 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205617 members 
Mstep: Class 14 contains 3352 members 
Mstep: Class 19 contains 12613 members 
Mstep: Class 20 contains 13968 members 
Entering Unmasked Estep 
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Iteration 362Q: 14 clusters Score -8.11039e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 167004 members 
Mstep: Class 3 contains 35472 members 
Mstep: Class 4 contains 35207 members 
Mstep: Class 5 contains 41286 members 
Mstep: Class 6 contains 2621 members 
Mstep: Class 7 contains 159694 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205620 members 
Mstep: Class 14 contains 3351 members 
Mstep: Class 19 contains 12623 members 
Mstep: Class 20 contains 13978 members 
Entering Unmasked Estep 
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Iteration 363Q: 14 clusters Score -8.110382e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167001 members 
Mstep: Class 3 contains 35469 members 
Mstep: Class 4 contains 35219 members 
Mstep: Class 5 contains 41282 members 
Mstep: Class 6 contains 2614 members 
Mstep: Class 7 contains 159672 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205627 members 
Mstep: Class 14 contains 3349 members 
Mstep: Class 19 contains 12632 members 
Mstep: Class 20 contains 13989 members 
Entering Unmasked Estep 
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Iteration 364Q: 14 clusters Score -8.11039e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 166981 members 
Mstep: Class 3 contains 35457 members 
Mstep: Class 4 contains 35238 members 
Mstep: Class 5 contains 41278 members 
Mstep: Class 6 contains 2613 members 
Mstep: Class 7 contains 159641 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205656 members 
Mstep: Class 14 contains 3341 members 
Mstep: Class 19 contains 12637 members 
Mstep: Class 20 contains 14011 members 
Entering Unmasked Estep 
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Iteration 365Q: 14 clusters Score -8.11037e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 166975 members 
Mstep: Class 3 contains 35448 members 
Mstep: Class 4 contains 35249 members 
Mstep: Class 5 contains 41272 members 
Mstep: Class 6 contains 2612 members 
Mstep: Class 7 contains 159628 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205667 members 
Mstep: Class 14 contains 3340 members 
Mstep: Class 19 contains 12641 members 
Mstep: Class 20 contains 14020 members 
Entering Unmasked Estep 
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Iteration 366Q: 14 clusters Score -8.110367e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 166975 members 
Mstep: Class 3 contains 35449 members 
Mstep: Class 4 contains 35258 members 
Mstep: Class 5 contains 41272 members 
Mstep: Class 6 contains 2611 members 
Mstep: Class 7 contains 159620 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205657 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 19 contains 12649 members 
Mstep: Class 20 contains 14023 members 
Entering Unmasked Estep 
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Iteration 367Q: 14 clusters Score -8.110362e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 166979 members 
Mstep: Class 3 contains 35443 members 
Mstep: Class 4 contains 35266 members 
Mstep: Class 5 contains 41265 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 159598 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205664 members 
Mstep: Class 14 contains 3338 members 
Mstep: Class 19 contains 12657 members 
Mstep: Class 20 contains 14033 members 
Entering Unmasked Estep 
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Iteration 368Q: 14 clusters Score -8.110373e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 166979 members 
Mstep: Class 3 contains 35437 members 
Mstep: Class 4 contains 35282 members 
Mstep: Class 5 contains 41256 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 159580 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205654 members 
Mstep: Class 14 contains 3337 members 
Mstep: Class 19 contains 12659 members 
Mstep: Class 20 contains 14058 members 
Entering Unmasked Estep 
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Iteration 369Q: 14 clusters Score -8.110374e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 166983 members 
Mstep: Class 3 contains 35433 members 
Mstep: Class 4 contains 35293 members 
Mstep: Class 5 contains 41252 members 
Mstep: Class 6 contains 2610 members 
Mstep: Class 7 contains 159571 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205634 members 
Mstep: Class 14 contains 3336 members 
Mstep: Class 19 contains 12664 members 
Mstep: Class 20 contains 14076 members 
Entering Unmasked Estep 
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Iteration 370Q: 14 clusters Score -8.110374e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 166970 members 
Mstep: Class 3 contains 35439 members 
Mstep: Class 4 contains 35303 members 
Mstep: Class 5 contains 41247 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 159567 members 
Mstep: Class 11 contains 4560 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205615 members 
Mstep: Class 14 contains 3335 members 
Mstep: Class 19 contains 12670 members 
Mstep: Class 20 contains 14097 members 
Entering Unmasked Estep 
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Iteration 371Q: 14 clusters Score -8.110371e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 166986 members 
Mstep: Class 3 contains 35446 members 
Mstep: Class 4 contains 35302 members 
Mstep: Class 5 contains 41239 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 159551 members 
Mstep: Class 11 contains 4561 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205604 members 
Mstep: Class 14 contains 3332 members 
Mstep: Class 19 contains 12675 members 
Mstep: Class 20 contains 14107 members 
Entering Unmasked Estep 
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Iteration 372Q: 14 clusters Score -8.110374e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167010 members 
Mstep: Class 3 contains 35456 members 
Mstep: Class 4 contains 35313 members 
Mstep: Class 5 contains 41222 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 159536 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205575 members 
Mstep: Class 14 contains 3330 members 
Mstep: Class 19 contains 12681 members 
Mstep: Class 20 contains 14121 members 
Entering Unmasked Estep 
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Iteration 373Q: 14 clusters Score -8.110379e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167035 members 
Mstep: Class 3 contains 35458 members 
Mstep: Class 4 contains 35326 members 
Mstep: Class 5 contains 41207 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 159517 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205554 members 
Mstep: Class 14 contains 3322 members 
Mstep: Class 19 contains 12690 members 
Mstep: Class 20 contains 14136 members 
Entering Unmasked Estep 
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Iteration 374Q: 14 clusters Score -8.110375e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167063 members 
Mstep: Class 3 contains 35455 members 
Mstep: Class 4 contains 35340 members 
Mstep: Class 5 contains 41198 members 
Mstep: Class 6 contains 2609 members 
Mstep: Class 7 contains 159492 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205533 members 
Mstep: Class 14 contains 3315 members 
Mstep: Class 19 contains 12699 members 
Mstep: Class 20 contains 14149 members 
Entering Unmasked Estep 
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Iteration 375Q: 14 clusters Score -8.110391e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167094 members 
Mstep: Class 3 contains 35456 members 
Mstep: Class 4 contains 35347 members 
Mstep: Class 5 contains 41187 members 
Mstep: Class 6 contains 2608 members 
Mstep: Class 7 contains 159440 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205539 members 
Mstep: Class 14 contains 3312 members 
Mstep: Class 19 contains 12713 members 
Mstep: Class 20 contains 14159 members 
Entering Unmasked Estep 
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Iteration 376Q: 14 clusters Score -8.110394e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167127 members 
Mstep: Class 3 contains 35448 members 
Mstep: Class 4 contains 35358 members 
Mstep: Class 5 contains 41175 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 159423 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205510 members 
Mstep: Class 14 contains 3310 members 
Mstep: Class 19 contains 12726 members 
Mstep: Class 20 contains 14169 members 
Entering Unmasked Estep 
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Iteration 377Q: 14 clusters Score -8.110382e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167134 members 
Mstep: Class 3 contains 35453 members 
Mstep: Class 4 contains 35370 members 
Mstep: Class 5 contains 41167 members 
Mstep: Class 6 contains 2607 members 
Mstep: Class 7 contains 159393 members 
Mstep: Class 11 contains 4559 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205501 members 
Mstep: Class 14 contains 3308 members 
Mstep: Class 19 contains 12742 members 
Mstep: Class 20 contains 14177 members 
Entering Unmasked Estep 
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Iteration 378Q: 14 clusters Score -8.110381e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167143 members 
Mstep: Class 3 contains 35451 members 
Mstep: Class 4 contains 35379 members 
Mstep: Class 5 contains 41159 members 
Mstep: Class 6 contains 2604 members 
Mstep: Class 7 contains 159352 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205498 members 
Mstep: Class 14 contains 3306 members 
Mstep: Class 19 contains 12765 members 
Mstep: Class 20 contains 14197 members 
Entering Unmasked Estep 
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Iteration 379Q: 14 clusters Score -8.110385e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167160 members 
Mstep: Class 3 contains 35457 members 
Mstep: Class 4 contains 35378 members 
Mstep: Class 5 contains 41148 members 
Mstep: Class 6 contains 2600 members 
Mstep: Class 7 contains 159302 members 
Mstep: Class 11 contains 4557 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205523 members 
Mstep: Class 14 contains 3302 members 
Mstep: Class 19 contains 12772 members 
Mstep: Class 20 contains 14212 members 
Entering Unmasked Estep 
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Iteration 380F: 14 clusters Score -8.110383e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167196 members 
Mstep: Class 3 contains 35452 members 
Mstep: Class 4 contains 35374 members 
Mstep: Class 5 contains 41133 members 
Mstep: Class 6 contains 2595 members 
Mstep: Class 7 contains 159272 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205524 members 
Mstep: Class 14 contains 3301 members 
Mstep: Class 19 contains 12781 members 
Mstep: Class 20 contains 14227 members 
Entering Unmasked Estep 
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Iteration 381Q: 14 clusters Score -8.110395e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167234 members 
Mstep: Class 3 contains 35445 members 
Mstep: Class 4 contains 35378 members 
Mstep: Class 5 contains 41131 members 
Mstep: Class 6 contains 2593 members 
Mstep: Class 7 contains 159217 members 
Mstep: Class 11 contains 4558 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205525 members 
Mstep: Class 14 contains 3298 members 
Mstep: Class 19 contains 12788 members 
Mstep: Class 20 contains 14245 members 
Entering Unmasked Estep 
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Iteration 382Q: 14 clusters Score -8.110389e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167272 members 
Mstep: Class 3 contains 35448 members 
Mstep: Class 4 contains 35384 members 
Mstep: Class 5 contains 41128 members 
Mstep: Class 6 contains 2591 members 
Mstep: Class 7 contains 159146 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205531 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 19 contains 12800 members 
Mstep: Class 20 contains 14262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103936.000000 Penalty: 43318.621094
Iteration 383Q: 14 clusters Score -8.110394e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 167325 members 
Mstep: Class 3 contains 35446 members 
Mstep: Class 4 contains 35387 members 
Mstep: Class 5 contains 41128 members 
Mstep: Class 6 contains 2590 members 
Mstep: Class 7 contains 159083 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205513 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 19 contains 12810 members 
Mstep: Class 20 contains 14281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103976.000000 Penalty: 43318.621094
Iteration 384Q: 14 clusters Score -8.110398e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 167356 members 
Mstep: Class 3 contains 35444 members 
Mstep: Class 4 contains 35390 members 
Mstep: Class 5 contains 41122 members 
Mstep: Class 6 contains 2588 members 
Mstep: Class 7 contains 159038 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205503 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 19 contains 12824 members 
Mstep: Class 20 contains 14298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103904.000000 Penalty: 43318.621094
Iteration 385Q: 14 clusters Score -8.11039e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 167384 members 
Mstep: Class 3 contains 35443 members 
Mstep: Class 4 contains 35391 members 
Mstep: Class 5 contains 41109 members 
Mstep: Class 6 contains 2585 members 
Mstep: Class 7 contains 159003 members 
Mstep: Class 11 contains 4556 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205502 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 19 contains 12834 members 
Mstep: Class 20 contains 14312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103928.000000 Penalty: 43318.621094
Iteration 386Q: 14 clusters Score -8.110393e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 167395 members 
Mstep: Class 3 contains 35446 members 
Mstep: Class 4 contains 35389 members 
Mstep: Class 5 contains 41103 members 
Mstep: Class 6 contains 2581 members 
Mstep: Class 7 contains 158973 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205508 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 19 contains 12841 members 
Mstep: Class 20 contains 14328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103992.000000 Penalty: 43318.621094
Iteration 387Q: 14 clusters Score -8.110399e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 167422 members 
Mstep: Class 3 contains 35445 members 
Mstep: Class 4 contains 35389 members 
Mstep: Class 5 contains 41095 members 
Mstep: Class 6 contains 2578 members 
Mstep: Class 7 contains 158933 members 
Mstep: Class 11 contains 4555 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205508 members 
Mstep: Class 14 contains 3295 members 
Mstep: Class 19 contains 12854 members 
Mstep: Class 20 contains 14340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103968.000000 Penalty: 43318.621094
Iteration 388Q: 14 clusters Score -8.110397e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 167434 members 
Mstep: Class 3 contains 35453 members 
Mstep: Class 4 contains 35396 members 
Mstep: Class 5 contains 41086 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 158904 members 
Mstep: Class 11 contains 4554 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205499 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 19 contains 12867 members 
Mstep: Class 20 contains 14351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104000.000000 Penalty: 43318.621094
Iteration 389Q: 14 clusters Score -8.1104e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167444 members 
Mstep: Class 3 contains 35455 members 
Mstep: Class 4 contains 35394 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 2575 members 
Mstep: Class 7 contains 158880 members 
Mstep: Class 11 contains 4553 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205514 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 19 contains 12873 members 
Mstep: Class 20 contains 14354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103920.000000 Penalty: 43318.621094
Iteration 390Q: 14 clusters Score -8.110392e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 167458 members 
Mstep: Class 3 contains 35451 members 
Mstep: Class 4 contains 35392 members 
Mstep: Class 5 contains 41076 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 158848 members 
Mstep: Class 11 contains 4551 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205528 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 19 contains 12885 members 
Mstep: Class 20 contains 14356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103840.000000 Penalty: 43318.621094
Iteration 391Q: 14 clusters Score -8.110384e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167458 members 
Mstep: Class 3 contains 35447 members 
Mstep: Class 4 contains 35398 members 
Mstep: Class 5 contains 41075 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 158812 members 
Mstep: Class 11 contains 4550 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205538 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 19 contains 12895 members 
Mstep: Class 20 contains 14371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103912.000000 Penalty: 43318.621094
Iteration 392Q: 14 clusters Score -8.110391e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167456 members 
Mstep: Class 3 contains 35438 members 
Mstep: Class 4 contains 35408 members 
Mstep: Class 5 contains 41083 members 
Mstep: Class 6 contains 2573 members 
Mstep: Class 7 contains 158779 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205551 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 19 contains 12897 members 
Mstep: Class 20 contains 14386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103968.000000 Penalty: 43318.621094
Iteration 393Q: 14 clusters Score -8.110397e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167466 members 
Mstep: Class 3 contains 35441 members 
Mstep: Class 4 contains 35416 members 
Mstep: Class 5 contains 41087 members 
Mstep: Class 6 contains 2571 members 
Mstep: Class 7 contains 158734 members 
Mstep: Class 11 contains 4549 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205558 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 19 contains 12899 members 
Mstep: Class 20 contains 14398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104152.000000 Penalty: 43318.621094
Iteration 394Q: 14 clusters Score -8.110415e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 167464 members 
Mstep: Class 3 contains 35445 members 
Mstep: Class 4 contains 35427 members 
Mstep: Class 5 contains 41088 members 
Mstep: Class 6 contains 2569 members 
Mstep: Class 7 contains 158719 members 
Mstep: Class 11 contains 4548 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205556 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 19 contains 12898 members 
Mstep: Class 20 contains 14403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104112.000000 Penalty: 43318.621094
Iteration 395Q: 14 clusters Score -8.110411e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167433 members 
Mstep: Class 3 contains 35467 members 
Mstep: Class 4 contains 35430 members 
Mstep: Class 5 contains 41088 members 
Mstep: Class 6 contains 2566 members 
Mstep: Class 7 contains 158674 members 
Mstep: Class 11 contains 4546 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205594 members 
Mstep: Class 14 contains 3294 members 
Mstep: Class 19 contains 12906 members 
Mstep: Class 20 contains 14412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104096.000000 Penalty: 43318.621094
Iteration 396Q: 14 clusters Score -8.11041e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167401 members 
Mstep: Class 3 contains 35484 members 
Mstep: Class 4 contains 35436 members 
Mstep: Class 5 contains 41085 members 
Mstep: Class 6 contains 2563 members 
Mstep: Class 7 contains 158646 members 
Mstep: Class 11 contains 4545 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205626 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 19 contains 12912 members 
Mstep: Class 20 contains 14421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104112.000000 Penalty: 43318.621094
Iteration 397Q: 14 clusters Score -8.110411e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167381 members 
Mstep: Class 3 contains 35494 members 
Mstep: Class 4 contains 35439 members 
Mstep: Class 5 contains 41086 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 158624 members 
Mstep: Class 11 contains 4542 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205650 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 19 contains 12917 members 
Mstep: Class 20 contains 14426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104080.000000 Penalty: 43318.621094
Iteration 398Q: 14 clusters Score -8.110408e+07 nChanged 347
Entering ConstructFrom: 
Score: -81104080.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Entering Unmasked Estep 
Score: -289856.781250 Penalty: 1948.655273
	Iteration 0F: 2 clusters Score -289856.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -286863.718750 Penalty: 3897.310547
	Iteration 0F: 3 clusters Score -286863.7 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -287379.343750 Penalty: 3897.310547
	Iteration 1F: 3 clusters Score -287379.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -287506.562500 Penalty: 3897.310547
	Iteration 2F: 3 clusters Score -287506.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -287590.343750 Penalty: 3897.310547
	Iteration 3Q: 3 clusters Score -287590.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -287651.500000 Penalty: 3897.310547
	Iteration 4Q: 3 clusters Score -287651.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -287709.593750 Penalty: 3897.310547
	Iteration 5Q: 3 clusters Score -287709.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -287756.531250 Penalty: 3897.310547
	Iteration 6Q: 3 clusters Score -287756.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -287792.968750 Penalty: 3897.310547
	Iteration 7Q: 3 clusters Score -287793 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -287834.156250 Penalty: 3897.310547
	Iteration 8Q: 3 clusters Score -287834.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -287864.281250 Penalty: 3897.310547
	Iteration 9Q: 3 clusters Score -287864.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -287891.812500 Penalty: 3897.310547
	Iteration 10Q: 3 clusters Score -287891.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -287907.875000 Penalty: 3897.310547
	Iteration 11Q: 3 clusters Score -287907.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -287924.656250 Penalty: 3897.310547
	Iteration 12Q: 3 clusters Score -287924.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -287939.250000 Penalty: 3897.310547
	Iteration 13Q: 3 clusters Score -287939.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -287956.312500 Penalty: 3897.310547
	Iteration 14Q: 3 clusters Score -287956.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -287973.875000 Penalty: 3897.310547
	Iteration 15Q: 3 clusters Score -287973.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -287986.625000 Penalty: 3897.310547
	Iteration 16Q: 3 clusters Score -287986.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -287997.718750 Penalty: 3897.310547
	Iteration 17Q: 3 clusters Score -287997.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -288011.218750 Penalty: 3897.310547
	Iteration 18Q: 3 clusters Score -288011.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -288022.062500 Penalty: 3897.310547
	Iteration 19Q: 3 clusters Score -288022.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -288034.125000 Penalty: 3897.310547
	Iteration 20F: 3 clusters Score -288034.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -288047.437500 Penalty: 3897.310547
	Iteration 21Q: 3 clusters Score -288047.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -288059.625000 Penalty: 3897.310547
	Iteration 22Q: 3 clusters Score -288059.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -288071.187500 Penalty: 3897.310547
	Iteration 23Q: 3 clusters Score -288071.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -288080.500000 Penalty: 3897.310547
	Iteration 24Q: 3 clusters Score -288080.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -288090.250000 Penalty: 3897.310547
	Iteration 25Q: 3 clusters Score -288090.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -288101.031250 Penalty: 3897.310547
	Iteration 26Q: 3 clusters Score -288101 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -288111.843750 Penalty: 3897.310547
	Iteration 27Q: 3 clusters Score -288111.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -288118.437500 Penalty: 3897.310547
	Iteration 28Q: 3 clusters Score -288118.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -288122.187500 Penalty: 3897.310547
	Iteration 29Q: 3 clusters Score -288122.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -288124.968750 Penalty: 3897.310547
	Iteration 30Q: 3 clusters Score -288125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -288126.250000 Penalty: 3897.310547
	Iteration 31Q: 3 clusters Score -288126.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -288129.343750 Penalty: 3897.310547
	Iteration 32Q: 3 clusters Score -288129.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -288130.875000 Penalty: 3897.310547
	Iteration 33Q: 3 clusters Score -288130.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -288133.406250 Penalty: 3897.310547
	Iteration 34Q: 3 clusters Score -288133.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -288135.906250 Penalty: 3897.310547
	Iteration 35Q: 3 clusters Score -288135.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -288141.000000 Penalty: 3897.310547
	Iteration 36Q: 3 clusters Score -288141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -288144.468750 Penalty: 3897.310547
	Iteration 37Q: 3 clusters Score -288144.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -288147.031250 Penalty: 3897.310547
	Iteration 38Q: 3 clusters Score -288147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -288149.187500 Penalty: 3897.310547
	Iteration 39Q: 3 clusters Score -288149.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -288150.312500 Penalty: 3897.310547
	Iteration 40F: 3 clusters Score -288150.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -288151.000000 Penalty: 3897.310547
	Iteration 41Q: 3 clusters Score -288151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -288151.656250 Penalty: 3897.310547
	Iteration 42Q: 3 clusters Score -288151.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -288152.000000 Penalty: 3897.310547
	Iteration 43Q: 3 clusters Score -288152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -288152.000000 Penalty: 3897.310547
	Iteration 44F: 3 clusters Score -288152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (167363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167363 members 
Entering Unmasked Estep 
Score: -20153992.000000 Penalty: 2982.924316
	Iteration 0F: 2 clusters Score -2.015399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83878 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -20042352.000000 Penalty: 5965.848633
	Iteration 0F: 3 clusters Score -2.004235e+07 nChanged 80188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86830 members 
Mstep: Class 2 contains 80533 members 
Entering Unmasked Estep 
Score: -20088404.000000 Penalty: 5965.848633
	Iteration 1F: 3 clusters Score -2.00884e+07 nChanged 4253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88669 members 
Mstep: Class 2 contains 78694 members 
Entering Unmasked Estep 
Score: -20089204.000000 Penalty: 5965.848633
	Iteration 2Q: 3 clusters Score -2.00892e+07 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91522 members 
Mstep: Class 2 contains 75841 members 
Entering Unmasked Estep 
Score: -20090444.000000 Penalty: 5965.848633
	Iteration 3Q: 3 clusters Score -2.009044e+07 nChanged 5466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96020 members 
Mstep: Class 2 contains 71343 members 
Entering Unmasked Estep 
Score: -20092288.000000 Penalty: 5965.848633
	Iteration 4Q: 3 clusters Score -2.009229e+07 nChanged 7166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102742 members 
Mstep: Class 2 contains 64621 members 
Entering Unmasked Estep 
Score: -20095542.000000 Penalty: 5965.848633
	Iteration 5Q: 3 clusters Score -2.009554e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112561 members 
Mstep: Class 2 contains 54802 members 
Entering Unmasked Estep 
Score: -20101500.000000 Penalty: 5965.848633
	Iteration 6F: 3 clusters Score -2.01015e+07 nChanged 13002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125541 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -20111876.000000 Penalty: 5965.848633
	Iteration 7F: 3 clusters Score -2.011188e+07 nChanged 14800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140339 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -20125840.000000 Penalty: 5965.848633
	Iteration 8F: 3 clusters Score -2.012584e+07 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153212 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -20138730.000000 Penalty: 5965.848633
	Iteration 9F: 3 clusters Score -2.013873e+07 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161275 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -20146408.000000 Penalty: 5965.848633
	Iteration 10Q: 3 clusters Score -2.014641e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164859 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -20149580.000000 Penalty: 5965.848633
	Iteration 11Q: 3 clusters Score -2.014958e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166140 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -20150570.000000 Penalty: 5965.848633
	Iteration 12Q: 3 clusters Score -2.015057e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166636 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20150982.000000 Penalty: 5965.848633
	Iteration 13Q: 3 clusters Score -2.015098e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166809 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -20151154.000000 Penalty: 5965.848633
	Iteration 14Q: 3 clusters Score -2.015115e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166891 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -20151280.000000 Penalty: 5965.848633
	Iteration 15Q: 3 clusters Score -2.015128e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166922 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -20151344.000000 Penalty: 5965.848633
	Iteration 16Q: 3 clusters Score -2.015134e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166948 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -20151408.000000 Penalty: 5965.848633
	Iteration 17Q: 3 clusters Score -2.015141e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166959 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -20151410.000000 Penalty: 5965.848633
	Iteration 18Q: 3 clusters Score -2.015141e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166968 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -20151424.000000 Penalty: 5965.848633
	Iteration 19Q: 3 clusters Score -2.015142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166973 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -20151436.000000 Penalty: 5965.848633
	Iteration 20F: 3 clusters Score -2.015144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -20151450.000000 Penalty: 5965.848633
	Iteration 21Q: 3 clusters Score -2.015145e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166976 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -20151460.000000 Penalty: 5965.848633
	Iteration 22Q: 3 clusters Score -2.015146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166977 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -20151454.000000 Penalty: 5965.848633
	Iteration 23Q: 3 clusters Score -2.015145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166980 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -20151448.000000 Penalty: 5965.848633
	Iteration 24Q: 3 clusters Score -2.015145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20151454.000000 Penalty: 5965.848633
	Iteration 25Q: 3 clusters Score -2.015145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166979 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -20151454.000000 Penalty: 5965.848633
	Iteration 26F: 3 clusters Score -2.015145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Entering Unmasked Estep 
Score: -4257171.500000 Penalty: 2598.486328
	Iteration 0F: 2 clusters Score -4257172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -4233083.000000 Penalty: 5196.972656
	Iteration 0F: 3 clusters Score -4233083 nChanged 16116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4241916.000000 Penalty: 5196.972656
	Iteration 1F: 3 clusters Score -4241916 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4242310.000000 Penalty: 5196.972656
	Iteration 2Q: 3 clusters Score -4242310 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4242600.000000 Penalty: 5196.972656
	Iteration 3Q: 3 clusters Score -4242600 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -4242841.000000 Penalty: 5196.972656
	Iteration 4Q: 3 clusters Score -4242841 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -4243114.000000 Penalty: 5196.972656
	Iteration 5Q: 3 clusters Score -4243114 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18699 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -4243427.500000 Penalty: 5196.972656
	Iteration 6Q: 3 clusters Score -4243428 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 16426 members 
Entering Unmasked Estep 
Score: -4243846.000000 Penalty: 5196.972656
	Iteration 7Q: 3 clusters Score -4243846 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -4244497.000000 Penalty: 5196.972656
	Iteration 8Q: 3 clusters Score -4244497 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 15293 members 
Entering Unmasked Estep 
Score: -4245366.500000 Penalty: 5196.972656
	Iteration 9Q: 3 clusters Score -4245366 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -4246606.000000 Penalty: 5196.972656
	Iteration 10Q: 3 clusters Score -4246606 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 14174 members 
Entering Unmasked Estep 
Score: -4248099.500000 Penalty: 5196.972656
	Iteration 11F: 3 clusters Score -4248100 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -4249807.500000 Penalty: 5196.972656
	Iteration 12F: 3 clusters Score -4249808 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21560 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -4251175.000000 Penalty: 5196.972656
	Iteration 13F: 3 clusters Score -4251175 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -4252008.000000 Penalty: 5196.972656
	Iteration 14Q: 3 clusters Score -4252008 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -4252472.000000 Penalty: 5196.972656
	Iteration 15Q: 3 clusters Score -4252472 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20758 members 
Mstep: Class 2 contains 14759 members 
Entering Unmasked Estep 
Score: -4252751.500000 Penalty: 5196.972656
	Iteration 16Q: 3 clusters Score -4252752 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -4253060.500000 Penalty: 5196.972656
	Iteration 17Q: 3 clusters Score -4253060 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -4253339.000000 Penalty: 5196.972656
	Iteration 18Q: 3 clusters Score -4253339 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -4253658.000000 Penalty: 5196.972656
	Iteration 19Q: 3 clusters Score -4253658 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -4253953.000000 Penalty: 5196.972656
	Iteration 20F: 3 clusters Score -4253953 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -4254160.500000 Penalty: 5196.972656
	Iteration 21Q: 3 clusters Score -4254160 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -4254335.500000 Penalty: 5196.972656
	Iteration 22Q: 3 clusters Score -4254336 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -4254448.000000 Penalty: 5196.972656
	Iteration 23Q: 3 clusters Score -4254448 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -4254514.500000 Penalty: 5196.972656
	Iteration 24Q: 3 clusters Score -4254514 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -4254570.500000 Penalty: 5196.972656
	Iteration 25Q: 3 clusters Score -4254570 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -4254609.500000 Penalty: 5196.972656
	Iteration 26Q: 3 clusters Score -4254610 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4254632.000000 Penalty: 5196.972656
	Iteration 27Q: 3 clusters Score -4254632 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -4254646.000000 Penalty: 5196.972656
	Iteration 28Q: 3 clusters Score -4254646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -4254659.000000 Penalty: 5196.972656
	Iteration 29Q: 3 clusters Score -4254659 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -4254682.500000 Penalty: 5196.972656
	Iteration 30Q: 3 clusters Score -4254682 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -4254695.500000 Penalty: 5196.972656
	Iteration 31Q: 3 clusters Score -4254696 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -4254719.500000 Penalty: 5196.972656
	Iteration 32Q: 3 clusters Score -4254720 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -4254736.500000 Penalty: 5196.972656
	Iteration 33Q: 3 clusters Score -4254736 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4254747.000000 Penalty: 5196.972656
	Iteration 34Q: 3 clusters Score -4254747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -4254744.000000 Penalty: 5196.972656
	Iteration 35Q: 3 clusters Score -4254744 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -4254749.000000 Penalty: 5196.972656
	Iteration 36Q: 3 clusters Score -4254749 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -4254760.500000 Penalty: 5196.972656
	Iteration 37Q: 3 clusters Score -4254760 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -4254773.500000 Penalty: 5196.972656
	Iteration 38Q: 3 clusters Score -4254774 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15967 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -4254782.500000 Penalty: 5196.972656
	Iteration 39Q: 3 clusters Score -4254782 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 19634 members 
Entering Unmasked Estep 
Score: -4254773.000000 Penalty: 5196.972656
	Iteration 40F: 3 clusters Score -4254773 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -4254797.500000 Penalty: 5196.972656
	Iteration 41Q: 3 clusters Score -4254798 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 19804 members 
Entering Unmasked Estep 
Score: -4254806.500000 Penalty: 5196.972656
	Iteration 42Q: 3 clusters Score -4254806 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15635 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -4254822.500000 Penalty: 5196.972656
	Iteration 43Q: 3 clusters Score -4254822 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15566 members 
Mstep: Class 2 contains 19951 members 
Entering Unmasked Estep 
Score: -4254816.000000 Penalty: 5196.972656
	Iteration 44Q: 3 clusters Score -4254816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4254822.500000 Penalty: 5196.972656
	Iteration 45Q: 3 clusters Score -4254822 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 20086 members 
Entering Unmasked Estep 
Score: -4254817.000000 Penalty: 5196.972656
	Iteration 46Q: 3 clusters Score -4254817 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4254824.500000 Penalty: 5196.972656
	Iteration 47Q: 3 clusters Score -4254824 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -4254836.000000 Penalty: 5196.972656
	Iteration 48Q: 3 clusters Score -4254836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 20259 members 
Entering Unmasked Estep 
Score: -4254834.500000 Penalty: 5196.972656
	Iteration 49Q: 3 clusters Score -4254834 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -4254851.000000 Penalty: 5196.972656
	Iteration 50Q: 3 clusters Score -4254851 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4254841.000000 Penalty: 5196.972656
	Iteration 51Q: 3 clusters Score -4254841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4254856.500000 Penalty: 5196.972656
	Iteration 52Q: 3 clusters Score -4254856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -4254858.000000 Penalty: 5196.972656
	Iteration 53Q: 3 clusters Score -4254858 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 20542 members 
Entering Unmasked Estep 
Score: -4254867.000000 Penalty: 5196.972656
	Iteration 54Q: 3 clusters Score -4254867 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -4254864.000000 Penalty: 5196.972656
	Iteration 55Q: 3 clusters Score -4254864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -4254862.500000 Penalty: 5196.972656
	Iteration 56Q: 3 clusters Score -4254862 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -4254874.500000 Penalty: 5196.972656
	Iteration 57Q: 3 clusters Score -4254874 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 20719 members 
Entering Unmasked Estep 
Score: -4254871.500000 Penalty: 5196.972656
	Iteration 58Q: 3 clusters Score -4254872 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4254875.500000 Penalty: 5196.972656
	Iteration 59Q: 3 clusters Score -4254876 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4254880.000000 Penalty: 5196.972656
	Iteration 60F: 3 clusters Score -4254880 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -4254886.000000 Penalty: 5196.972656
	Iteration 61Q: 3 clusters Score -4254886 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -4254890.000000 Penalty: 5196.972656
	Iteration 62Q: 3 clusters Score -4254890 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -4254888.500000 Penalty: 5196.972656
	Iteration 63Q: 3 clusters Score -4254888 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -4254899.000000 Penalty: 5196.972656
	Iteration 64Q: 3 clusters Score -4254899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 21043 members 
Entering Unmasked Estep 
Score: -4254907.500000 Penalty: 5196.972656
	Iteration 65Q: 3 clusters Score -4254908 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -4254900.000000 Penalty: 5196.972656
	Iteration 66Q: 3 clusters Score -4254900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -4254916.000000 Penalty: 5196.972656
	Iteration 67Q: 3 clusters Score -4254916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4254918.000000 Penalty: 5196.972656
	Iteration 68Q: 3 clusters Score -4254918 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4254924.500000 Penalty: 5196.972656
	Iteration 69Q: 3 clusters Score -4254924 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4254927.000000 Penalty: 5196.972656
	Iteration 70Q: 3 clusters Score -4254927 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4254941.000000 Penalty: 5196.972656
	Iteration 71Q: 3 clusters Score -4254941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -4254939.500000 Penalty: 5196.972656
	Iteration 72Q: 3 clusters Score -4254940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4254940.500000 Penalty: 5196.972656
	Iteration 73Q: 3 clusters Score -4254940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4254933.500000 Penalty: 5196.972656
	Iteration 74Q: 3 clusters Score -4254934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4254937.000000 Penalty: 5196.972656
	Iteration 75Q: 3 clusters Score -4254937 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4254945.500000 Penalty: 5196.972656
	Iteration 76Q: 3 clusters Score -4254946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -4254942.500000 Penalty: 5196.972656
	Iteration 77Q: 3 clusters Score -4254942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4254938.500000 Penalty: 5196.972656
	Iteration 78Q: 3 clusters Score -4254938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -4254955.000000 Penalty: 5196.972656
	Iteration 79Q: 3 clusters Score -4254955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -4254957.000000 Penalty: 5196.972656
	Iteration 80F: 3 clusters Score -4254957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -4254972.500000 Penalty: 5196.972656
	Iteration 81Q: 3 clusters Score -4254972 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4254965.500000 Penalty: 5196.972656
	Iteration 82Q: 3 clusters Score -4254966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -4254973.500000 Penalty: 5196.972656
	Iteration 83Q: 3 clusters Score -4254974 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 21693 members 
Entering Unmasked Estep 
Score: -4254975.000000 Penalty: 5196.972656
	Iteration 84Q: 3 clusters Score -4254975 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4254964.500000 Penalty: 5196.972656
	Iteration 85Q: 3 clusters Score -4254964 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -4254966.000000 Penalty: 5196.972656
	Iteration 86Q: 3 clusters Score -4254966 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -4254972.000000 Penalty: 5196.972656
	Iteration 87Q: 3 clusters Score -4254972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -4254967.500000 Penalty: 5196.972656
	Iteration 88Q: 3 clusters Score -4254968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -4254970.500000 Penalty: 5196.972656
	Iteration 89Q: 3 clusters Score -4254970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -4254964.500000 Penalty: 5196.972656
	Iteration 90Q: 3 clusters Score -4254964 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -4254968.000000 Penalty: 5196.972656
	Iteration 91Q: 3 clusters Score -4254968 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -4254957.000000 Penalty: 5196.972656
	Iteration 92Q: 3 clusters Score -4254957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -4254957.500000 Penalty: 5196.972656
	Iteration 93Q: 3 clusters Score -4254958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -4254961.500000 Penalty: 5196.972656
	Iteration 94Q: 3 clusters Score -4254962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -4254968.500000 Penalty: 5196.972656
	Iteration 95Q: 3 clusters Score -4254968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13586 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4254978.000000 Penalty: 5196.972656
	Iteration 96Q: 3 clusters Score -4254978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -4254977.000000 Penalty: 5196.972656
	Iteration 97Q: 3 clusters Score -4254977 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -4254966.500000 Penalty: 5196.972656
	Iteration 98Q: 3 clusters Score -4254966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -4254964.500000 Penalty: 5196.972656
	Iteration 99Q: 3 clusters Score -4254964 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -4254965.500000 Penalty: 5196.972656
	Iteration 100F: 3 clusters Score -4254966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -4254966.500000 Penalty: 5196.972656
	Iteration 101Q: 3 clusters Score -4254966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -4254971.500000 Penalty: 5196.972656
	Iteration 102Q: 3 clusters Score -4254972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 22001 members 
Entering Unmasked Estep 
Score: -4254970.500000 Penalty: 5196.972656
	Iteration 103Q: 3 clusters Score -4254970 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -4254967.000000 Penalty: 5196.972656
	Iteration 104Q: 3 clusters Score -4254967 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -4254971.000000 Penalty: 5196.972656
	Iteration 105Q: 3 clusters Score -4254971 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -4254971.500000 Penalty: 5196.972656
	Iteration 106Q: 3 clusters Score -4254972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -4254971.500000 Penalty: 5196.972656
	Iteration 107Q: 3 clusters Score -4254972 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -4254982.500000 Penalty: 5196.972656
	Iteration 108Q: 3 clusters Score -4254982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -4254975.000000 Penalty: 5196.972656
	Iteration 109Q: 3 clusters Score -4254975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -4254974.000000 Penalty: 5196.972656
	Iteration 110Q: 3 clusters Score -4254974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4254979.000000 Penalty: 5196.972656
	Iteration 111Q: 3 clusters Score -4254979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 22141 members 
Entering Unmasked Estep 
Score: -4254973.500000 Penalty: 5196.972656
	Iteration 112Q: 3 clusters Score -4254974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -4254978.500000 Penalty: 5196.972656
	Iteration 113Q: 3 clusters Score -4254978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -4254981.000000 Penalty: 5196.972656
	Iteration 114Q: 3 clusters Score -4254981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13339 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -4254979.500000 Penalty: 5196.972656
	Iteration 115Q: 3 clusters Score -4254980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -4254983.500000 Penalty: 5196.972656
	Iteration 116Q: 3 clusters Score -4254984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13317 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -4254985.500000 Penalty: 5196.972656
	Iteration 117Q: 3 clusters Score -4254986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4254987.000000 Penalty: 5196.972656
	Iteration 118Q: 3 clusters Score -4254987 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -4254988.000000 Penalty: 5196.972656
	Iteration 119Q: 3 clusters Score -4254988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -4254987.000000 Penalty: 5196.972656
	Iteration 120F: 3 clusters Score -4254987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -4254990.000000 Penalty: 5196.972656
	Iteration 121Q: 3 clusters Score -4254990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4254985.500000 Penalty: 5196.972656
	Iteration 122Q: 3 clusters Score -4254986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -4254983.000000 Penalty: 5196.972656
	Iteration 123Q: 3 clusters Score -4254983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -4254984.500000 Penalty: 5196.972656
	Iteration 124Q: 3 clusters Score -4254984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -4254986.000000 Penalty: 5196.972656
	Iteration 125Q: 3 clusters Score -4254986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -4254986.000000 Penalty: 5196.972656
	Iteration 126Q: 3 clusters Score -4254986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -4254993.500000 Penalty: 5196.972656
	Iteration 127Q: 3 clusters Score -4254994 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -4254993.000000 Penalty: 5196.972656
	Iteration 128Q: 3 clusters Score -4254993 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -4254990.000000 Penalty: 5196.972656
	Iteration 129Q: 3 clusters Score -4254990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 22313 members 
Entering Unmasked Estep 
Score: -4254989.000000 Penalty: 5196.972656
	Iteration 130Q: 3 clusters Score -4254989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -4254993.000000 Penalty: 5196.972656
	Iteration 131Q: 3 clusters Score -4254993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 22321 members 
Entering Unmasked Estep 
Score: -4254992.500000 Penalty: 5196.972656
	Iteration 132Q: 3 clusters Score -4254992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13187 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -4254993.500000 Penalty: 5196.972656
	Iteration 133Q: 3 clusters Score -4254994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -4254988.000000 Penalty: 5196.972656
	Iteration 134Q: 3 clusters Score -4254988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4254988.000000 Penalty: 5196.972656
	Iteration 135Q: 3 clusters Score -4254988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -4254991.000000 Penalty: 5196.972656
	Iteration 136Q: 3 clusters Score -4254991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -4254991.000000 Penalty: 5196.972656
	Iteration 137Q: 3 clusters Score -4254991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -4254994.500000 Penalty: 5196.972656
	Iteration 138Q: 3 clusters Score -4254994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -4254992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13151 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -4254992.500000 Penalty: 5196.972656
	Iteration 140F: 3 clusters Score -4254992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Entering Unmasked Estep 
Score: -4116597.500000 Penalty: 2597.955078
	Iteration 0F: 2 clusters Score -4116598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 17626 members 
Entering Unmasked Estep 
Score: -4092547.500000 Penalty: 5195.910156
	Iteration 0F: 3 clusters Score -4092548 nChanged 16060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4101273.750000 Penalty: 5195.910156
	Iteration 1F: 3 clusters Score -4101274 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -4101693.000000 Penalty: 5195.910156
	Iteration 2Q: 3 clusters Score -4101693 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -4102194.750000 Penalty: 5195.910156
	Iteration 3Q: 3 clusters Score -4102195 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -4102827.000000 Penalty: 5195.910156
	Iteration 4Q: 3 clusters Score -4102827 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21145 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4103726.250000 Penalty: 5195.910156
	Iteration 5Q: 3 clusters Score -4103726 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22803 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -4105007.750000 Penalty: 5195.910156
	Iteration 6F: 3 clusters Score -4105008 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -4106840.000000 Penalty: 5195.910156
	Iteration 7F: 3 clusters Score -4106840 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27600 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -4109120.750000 Penalty: 5195.910156
	Iteration 8F: 3 clusters Score -4109121 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -4111484.500000 Penalty: 5195.910156
	Iteration 9F: 3 clusters Score -4111484 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -4113372.250000 Penalty: 5195.910156
	Iteration 10F: 3 clusters Score -4113372 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -4114583.750000 Penalty: 5195.910156
	Iteration 11Q: 3 clusters Score -4114584 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4115176.250000 Penalty: 5195.910156
	Iteration 12Q: 3 clusters Score -4115176 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33941 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4115387.250000 Penalty: 5195.910156
	Iteration 13Q: 3 clusters Score -4115387 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -4115477.500000 Penalty: 5195.910156
	Iteration 14Q: 3 clusters Score -4115478 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4115519.750000 Penalty: 5195.910156
	Iteration 15Q: 3 clusters Score -4115520 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34235 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -4115543.250000 Penalty: 5195.910156
	Iteration 16Q: 3 clusters Score -4115543 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -4115564.500000 Penalty: 5195.910156
	Iteration 17Q: 3 clusters Score -4115564 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -4115572.250000 Penalty: 5195.910156
	Iteration 18Q: 3 clusters Score -4115572 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -4115576.250000 Penalty: 5195.910156
	Iteration 19Q: 3 clusters Score -4115576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34334 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4115577.750000 Penalty: 5195.910156
	Iteration 20F: 3 clusters Score -4115578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34342 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -4115572.000000 Penalty: 5195.910156
	Iteration 21Q: 3 clusters Score -4115572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34345 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -4115573.750000 Penalty: 5195.910156
	Iteration 22Q: 3 clusters Score -4115574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -4115575.750000 Penalty: 5195.910156
	Iteration 23Q: 3 clusters Score -4115576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -4115581.250000 Penalty: 5195.910156
	Iteration 24Q: 3 clusters Score -4115581 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4115587.750000 Penalty: 5195.910156
	Iteration 25Q: 3 clusters Score -4115588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4115585.000000 Penalty: 5195.910156
	Iteration 26Q: 3 clusters Score -4115585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34358 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4115589.250000 Penalty: 5195.910156
	Iteration 27Q: 3 clusters Score -4115589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4115589.250000 Penalty: 5195.910156
	Iteration 28Q: 3 clusters Score -4115589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34359 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4115589.250000 Penalty: 5195.910156
	Iteration 29F: 3 clusters Score -4115589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41086 members 
Entering Unmasked Estep 
Score: -4996421.500000 Penalty: 2634.608887
	Iteration 0F: 2 clusters Score -4996422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20620 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4968606.000000 Penalty: 5269.217773
	Iteration 0F: 3 clusters Score -4968606 nChanged 18836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -4979041.000000 Penalty: 5269.217773
	Iteration 1F: 3 clusters Score -4979041 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21486 members 
Mstep: Class 2 contains 19600 members 
Entering Unmasked Estep 
Score: -4979542.000000 Penalty: 5269.217773
	Iteration 2Q: 3 clusters Score -4979542 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4980089.500000 Penalty: 5269.217773
	Iteration 3Q: 3 clusters Score -4980090 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 18230 members 
Entering Unmasked Estep 
Score: -4980835.000000 Penalty: 5269.217773
	Iteration 4Q: 3 clusters Score -4980835 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -4981825.500000 Penalty: 5269.217773
	Iteration 5Q: 3 clusters Score -4981826 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -4983377.500000 Penalty: 5269.217773
	Iteration 6F: 3 clusters Score -4983378 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -4985549.000000 Penalty: 5269.217773
	Iteration 7F: 3 clusters Score -4985549 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -4988177.000000 Penalty: 5269.217773
	Iteration 8F: 3 clusters Score -4988177 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -4990843.000000 Penalty: 5269.217773
	Iteration 9F: 3 clusters Score -4990843 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33644 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -4992726.500000 Penalty: 5269.217773
	Iteration 10Q: 3 clusters Score -4992726 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -4993745.000000 Penalty: 5269.217773
	Iteration 11Q: 3 clusters Score -4993745 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -4994250.500000 Penalty: 5269.217773
	Iteration 12Q: 3 clusters Score -4994250 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35126 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -4994540.000000 Penalty: 5269.217773
	Iteration 13Q: 3 clusters Score -4994540 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -4994702.500000 Penalty: 5269.217773
	Iteration 14Q: 3 clusters Score -4994702 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -4994836.000000 Penalty: 5269.217773
	Iteration 15Q: 3 clusters Score -4994836 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35694 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -4994910.500000 Penalty: 5269.217773
	Iteration 16Q: 3 clusters Score -4994910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -4994943.500000 Penalty: 5269.217773
	Iteration 17Q: 3 clusters Score -4994944 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -4994963.500000 Penalty: 5269.217773
	Iteration 18Q: 3 clusters Score -4994964 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36019 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -4994985.500000 Penalty: 5269.217773
	Iteration 19Q: 3 clusters Score -4994986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -4995011.000000 Penalty: 5269.217773
	Iteration 20F: 3 clusters Score -4995011 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36123 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -4995004.000000 Penalty: 5269.217773
	Iteration 21Q: 3 clusters Score -4995004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -4995021.000000 Penalty: 5269.217773
	Iteration 22Q: 3 clusters Score -4995021 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -4995023.500000 Penalty: 5269.217773
	Iteration 23Q: 3 clusters Score -4995024 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36227 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -4995038.000000 Penalty: 5269.217773
	Iteration 24Q: 3 clusters Score -4995038 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -4995041.000000 Penalty: 5269.217773
	Iteration 25Q: 3 clusters Score -4995041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36256 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -4995038.000000 Penalty: 5269.217773
	Iteration 26Q: 3 clusters Score -4995038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36264 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -4995033.000000 Penalty: 5269.217773
	Iteration 27Q: 3 clusters Score -4995033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -4995033.500000 Penalty: 5269.217773
	Iteration 28Q: 3 clusters Score -4995034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -4995034.500000 Penalty: 5269.217773
	Iteration 29Q: 3 clusters Score -4995034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -4995032.500000 Penalty: 5269.217773
	Iteration 30Q: 3 clusters Score -4995032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36293 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -4995033.500000 Penalty: 5269.217773
	Iteration 31Q: 3 clusters Score -4995034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -4995042.500000 Penalty: 5269.217773
	Iteration 32Q: 3 clusters Score -4995042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36304 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -4995036.500000 Penalty: 5269.217773
	Iteration 33Q: 3 clusters Score -4995036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36311 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -4995032.000000 Penalty: 5269.217773
	Iteration 34Q: 3 clusters Score -4995032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36320 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -4995033.000000 Penalty: 5269.217773
	Iteration 35Q: 3 clusters Score -4995033 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -4995045.500000 Penalty: 5269.217773
	Iteration 36Q: 3 clusters Score -4995046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -4995046.500000 Penalty: 5269.217773
	Iteration 37Q: 3 clusters Score -4995046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -4995050.500000 Penalty: 5269.217773
	Iteration 38Q: 3 clusters Score -4995050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -4995045.000000 Penalty: 5269.217773
	Iteration 39Q: 3 clusters Score -4995045 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4995047.500000 Penalty: 5269.217773
	Iteration 40F: 3 clusters Score -4995048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36352 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4995042.500000 Penalty: 5269.217773
	Iteration 41Q: 3 clusters Score -4995042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -4995044.000000 Penalty: 5269.217773
	Iteration 42Q: 3 clusters Score -4995044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -4995046.000000 Penalty: 5269.217773
	Iteration 43Q: 3 clusters Score -4995046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -4995048.500000 Penalty: 5269.217773
	Iteration 44Q: 3 clusters Score -4995048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36358 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -4995045.500000 Penalty: 5269.217773
	Iteration 45Q: 3 clusters Score -4995046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -4995042.000000 Penalty: 5269.217773
	Iteration 46Q: 3 clusters Score -4995042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -4995042.000000 Penalty: 5269.217773
	Iteration 47Q: 3 clusters Score -4995042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4995045.000000 Penalty: 5269.217773
	Iteration 48Q: 3 clusters Score -4995045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4995045.000000 Penalty: 5269.217773
	Iteration 49F: 3 clusters Score -4995045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Entering Unmasked Estep 
Score: -314972.375000 Penalty: 1946.051270
	Iteration 0F: 2 clusters Score -314972.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -311968.500000 Penalty: 3892.102539
	Iteration 0F: 3 clusters Score -311968.5 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -312485.843750 Penalty: 3892.102539
	Iteration 1F: 3 clusters Score -312485.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -312622.312500 Penalty: 3892.102539
	Iteration 2F: 3 clusters Score -312622.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -312707.343750 Penalty: 3892.102539
	Iteration 3Q: 3 clusters Score -312707.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -312759.062500 Penalty: 3892.102539
	Iteration 4Q: 3 clusters Score -312759.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -312799.593750 Penalty: 3892.102539
	Iteration 5Q: 3 clusters Score -312799.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -312831.093750 Penalty: 3892.102539
	Iteration 6Q: 3 clusters Score -312831.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -312851.906250 Penalty: 3892.102539
	Iteration 7Q: 3 clusters Score -312851.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -312871.437500 Penalty: 3892.102539
	Iteration 8Q: 3 clusters Score -312871.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -312884.968750 Penalty: 3892.102539
	Iteration 9Q: 3 clusters Score -312885 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -312896.093750 Penalty: 3892.102539
	Iteration 10Q: 3 clusters Score -312896.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -312903.406250 Penalty: 3892.102539
	Iteration 11Q: 3 clusters Score -312903.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -312911.312500 Penalty: 3892.102539
	Iteration 12Q: 3 clusters Score -312911.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -312920.718750 Penalty: 3892.102539
	Iteration 13Q: 3 clusters Score -312920.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -312930.718750 Penalty: 3892.102539
	Iteration 14Q: 3 clusters Score -312930.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -312943.093750 Penalty: 3892.102539
	Iteration 15Q: 3 clusters Score -312943.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -312951.406250 Penalty: 3892.102539
	Iteration 16Q: 3 clusters Score -312951.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -312956.625000 Penalty: 3892.102539
	Iteration 17Q: 3 clusters Score -312956.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -312960.468750 Penalty: 3892.102539
	Iteration 18Q: 3 clusters Score -312960.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -312963.718750 Penalty: 3892.102539
	Iteration 19Q: 3 clusters Score -312963.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -312968.406250 Penalty: 3892.102539
	Iteration 20F: 3 clusters Score -312968.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -312972.281250 Penalty: 3892.102539
	Iteration 21Q: 3 clusters Score -312972.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -312976.187500 Penalty: 3892.102539
	Iteration 22Q: 3 clusters Score -312976.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -312980.250000 Penalty: 3892.102539
	Iteration 23Q: 3 clusters Score -312980.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -312980.531250 Penalty: 3892.102539
	Iteration 24Q: 3 clusters Score -312980.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -312980.531250 Penalty: 3892.102539
	Iteration 25F: 3 clusters Score -312980.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158622 members 
Entering Unmasked Estep 
Score: -19096310.000000 Penalty: 2969.621338
	Iteration 0F: 2 clusters Score -1.909631e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79467 members 
Mstep: Class 2 contains 79155 members 
Entering Unmasked Estep 
Score: -18991212.000000 Penalty: 5939.242676
	Iteration 0F: 3 clusters Score -1.899121e+07 nChanged 76156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82515 members 
Mstep: Class 2 contains 76107 members 
Entering Unmasked Estep 
Score: -19036094.000000 Penalty: 5939.242676
	Iteration 1F: 3 clusters Score -1.903609e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84298 members 
Mstep: Class 2 contains 74324 members 
Entering Unmasked Estep 
Score: -19037510.000000 Penalty: 5939.242676
	Iteration 2Q: 3 clusters Score -1.903751e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86906 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -19039148.000000 Penalty: 5939.242676
	Iteration 3Q: 3 clusters Score -1.903915e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90721 members 
Mstep: Class 2 contains 67901 members 
Entering Unmasked Estep 
Score: -19041824.000000 Penalty: 5939.242676
	Iteration 4Q: 3 clusters Score -1.904182e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96021 members 
Mstep: Class 2 contains 62601 members 
Entering Unmasked Estep 
Score: -19045926.000000 Penalty: 5939.242676
	Iteration 5Q: 3 clusters Score -1.904593e+07 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102896 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -19051856.000000 Penalty: 5939.242676
	Iteration 6F: 3 clusters Score -1.905186e+07 nChanged 10206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110882 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -19059728.000000 Penalty: 5939.242676
	Iteration 7F: 3 clusters Score -1.905973e+07 nChanged 9762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118498 members 
Mstep: Class 2 contains 40124 members 
Entering Unmasked Estep 
Score: -19067546.000000 Penalty: 5939.242676
	Iteration 8F: 3 clusters Score -1.906755e+07 nChanged 8087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124601 members 
Mstep: Class 2 contains 34021 members 
Entering Unmasked Estep 
Score: -19073418.000000 Penalty: 5939.242676
	Iteration 9F: 3 clusters Score -1.907342e+07 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129160 members 
Mstep: Class 2 contains 29462 members 
Entering Unmasked Estep 
Score: -19077094.000000 Penalty: 5939.242676
	Iteration 10Q: 3 clusters Score -1.907709e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132969 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -19079442.000000 Penalty: 5939.242676
	Iteration 11Q: 3 clusters Score -1.907944e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136420 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -19081140.000000 Penalty: 5939.242676
	Iteration 12Q: 3 clusters Score -1.908114e+07 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139730 members 
Mstep: Class 2 contains 18892 members 
Entering Unmasked Estep 
Score: -19082930.000000 Penalty: 5939.242676
	Iteration 13Q: 3 clusters Score -1.908293e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142916 members 
Mstep: Class 2 contains 15706 members 
Entering Unmasked Estep 
Score: -19084810.000000 Penalty: 5939.242676
	Iteration 14Q: 3 clusters Score -1.908481e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145952 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -19086502.000000 Penalty: 5939.242676
	Iteration 15Q: 3 clusters Score -1.90865e+07 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -19088236.000000 Penalty: 5939.242676
	Iteration 16Q: 3 clusters Score -1.908824e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151250 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -19089708.000000 Penalty: 5939.242676
	Iteration 17Q: 3 clusters Score -1.908971e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153320 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -19091018.000000 Penalty: 5939.242676
	Iteration 18Q: 3 clusters Score -1.909102e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154967 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -19091988.000000 Penalty: 5939.242676
	Iteration 19Q: 3 clusters Score -1.909199e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156120 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -19092678.000000 Penalty: 5939.242676
	Iteration 20F: 3 clusters Score -1.909268e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -19093122.000000 Penalty: 5939.242676
	Iteration 21Q: 3 clusters Score -1.909312e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157249 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -19093394.000000 Penalty: 5939.242676
	Iteration 22Q: 3 clusters Score -1.909339e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157480 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -19093562.000000 Penalty: 5939.242676
	Iteration 23Q: 3 clusters Score -1.909356e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157618 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19093718.000000 Penalty: 5939.242676
	Iteration 24Q: 3 clusters Score -1.909372e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157698 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -19093766.000000 Penalty: 5939.242676
	Iteration 25Q: 3 clusters Score -1.909377e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157734 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -19093824.000000 Penalty: 5939.242676
	Iteration 26Q: 3 clusters Score -1.909382e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157760 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -19093888.000000 Penalty: 5939.242676
	Iteration 27Q: 3 clusters Score -1.909389e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157778 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -19093898.000000 Penalty: 5939.242676
	Iteration 28Q: 3 clusters Score -1.90939e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157789 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -19093894.000000 Penalty: 5939.242676
	Iteration 29Q: 3 clusters Score -1.909389e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157798 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -19093910.000000 Penalty: 5939.242676
	Iteration 30Q: 3 clusters Score -1.909391e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157797 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -19093922.000000 Penalty: 5939.242676
	Iteration 31Q: 3 clusters Score -1.909392e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157804 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -19093930.000000 Penalty: 5939.242676
	Iteration 32Q: 3 clusters Score -1.909393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157819 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -19093950.000000 Penalty: 5939.242676
	Iteration 33Q: 3 clusters Score -1.909395e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157820 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -19093938.000000 Penalty: 5939.242676
	Iteration 34Q: 3 clusters Score -1.909394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157831 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -19093960.000000 Penalty: 5939.242676
	Iteration 35Q: 3 clusters Score -1.909396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157831 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -19093978.000000 Penalty: 5939.242676
	Iteration 36Q: 3 clusters Score -1.909398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157833 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -19093992.000000 Penalty: 5939.242676
	Iteration 37Q: 3 clusters Score -1.909399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157839 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -19093996.000000 Penalty: 5939.242676
	Iteration 38Q: 3 clusters Score -1.9094e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157845 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -19094000.000000 Penalty: 5939.242676
	Iteration 39Q: 3 clusters Score -1.9094e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157847 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -19094008.000000 Penalty: 5939.242676
	Iteration 40F: 3 clusters Score -1.909401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157847 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -19094020.000000 Penalty: 5939.242676
	Iteration 41Q: 3 clusters Score -1.909402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157849 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -19094038.000000 Penalty: 5939.242676
	Iteration 42Q: 3 clusters Score -1.909404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157844 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -19094044.000000 Penalty: 5939.242676
	Iteration 43Q: 3 clusters Score -1.909404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157848 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -19094050.000000 Penalty: 5939.242676
	Iteration 44Q: 3 clusters Score -1.909405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157852 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -19094040.000000 Penalty: 5939.242676
	Iteration 45Q: 3 clusters Score -1.909404e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157860 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -19094072.000000 Penalty: 5939.242676
	Iteration 46Q: 3 clusters Score -1.909407e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157857 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -19094066.000000 Penalty: 5939.242676
	Iteration 47Q: 3 clusters Score -1.909407e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157861 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -19094080.000000 Penalty: 5939.242676
	Iteration 48Q: 3 clusters Score -1.909408e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -19094084.000000 Penalty: 5939.242676
	Iteration 49Q: 3 clusters Score -1.909408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -19094084.000000 Penalty: 5939.242676
	Iteration 50Q: 3 clusters Score -1.909408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -19094090.000000 Penalty: 5939.242676
	Iteration 51Q: 3 clusters Score -1.909409e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157866 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -19094090.000000 Penalty: 5939.242676
	Iteration 52F: 3 clusters Score -1.909409e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Entering Unmasked Estep 
Score: -533589.312500 Penalty: 2088.274414
	Iteration 0F: 2 clusters Score -533589.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -529318.687500 Penalty: 4176.548828
	Iteration 0F: 3 clusters Score -529318.7 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -530304.500000 Penalty: 4176.548828
	Iteration 1F: 3 clusters Score -530304.5 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -530566.375000 Penalty: 4176.548828
	Iteration 2F: 3 clusters Score -530566.4 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -530764.437500 Penalty: 4176.548828
	Iteration 3F: 3 clusters Score -530764.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -530895.937500 Penalty: 4176.548828
	Iteration 4Q: 3 clusters Score -530895.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -530996.750000 Penalty: 4176.548828
	Iteration 5Q: 3 clusters Score -530996.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -531083.562500 Penalty: 4176.548828
	Iteration 6Q: 3 clusters Score -531083.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -531159.750000 Penalty: 4176.548828
	Iteration 7Q: 3 clusters Score -531159.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -531226.062500 Penalty: 4176.548828
	Iteration 8Q: 3 clusters Score -531226.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -531293.125000 Penalty: 4176.548828
	Iteration 9Q: 3 clusters Score -531293.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -531353.875000 Penalty: 4176.548828
	Iteration 10Q: 3 clusters Score -531353.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -531417.375000 Penalty: 4176.548828
	Iteration 11Q: 3 clusters Score -531417.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -531481.875000 Penalty: 4176.548828
	Iteration 12Q: 3 clusters Score -531481.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -531551.312500 Penalty: 4176.548828
	Iteration 13Q: 3 clusters Score -531551.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -531608.562500 Penalty: 4176.548828
	Iteration 14Q: 3 clusters Score -531608.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -531680.375000 Penalty: 4176.548828
	Iteration 15Q: 3 clusters Score -531680.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -531769.875000 Penalty: 4176.548828
	Iteration 16Q: 3 clusters Score -531769.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -531853.500000 Penalty: 4176.548828
	Iteration 17Q: 3 clusters Score -531853.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -531939.562500 Penalty: 4176.548828
	Iteration 18Q: 3 clusters Score -531939.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -532020.187500 Penalty: 4176.548828
	Iteration 19Q: 3 clusters Score -532020.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -532085.312500 Penalty: 4176.548828
	Iteration 20F: 3 clusters Score -532085.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -532137.062500 Penalty: 4176.548828
	Iteration 21Q: 3 clusters Score -532137.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -532194.062500 Penalty: 4176.548828
	Iteration 22Q: 3 clusters Score -532194.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -532250.125000 Penalty: 4176.548828
	Iteration 23Q: 3 clusters Score -532250.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -532293.312500 Penalty: 4176.548828
	Iteration 24Q: 3 clusters Score -532293.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -532320.562500 Penalty: 4176.548828
	Iteration 25Q: 3 clusters Score -532320.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -532336.187500 Penalty: 4176.548828
	Iteration 26Q: 3 clusters Score -532336.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -532344.437500 Penalty: 4176.548828
	Iteration 27Q: 3 clusters Score -532344.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -532346.937500 Penalty: 4176.548828
	Iteration 28Q: 3 clusters Score -532346.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -532348.187500 Penalty: 4176.548828
	Iteration 29Q: 3 clusters Score -532348.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -532348.062500 Penalty: 4176.548828
	Iteration 30Q: 3 clusters Score -532348.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -532348.750000 Penalty: 4176.548828
	Iteration 31Q: 3 clusters Score -532348.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -532351.312500 Penalty: 4176.548828
	Iteration 32Q: 3 clusters Score -532351.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -532351.500000 Penalty: 4176.548828
	Iteration 33Q: 3 clusters Score -532351.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -532352.125000 Penalty: 4176.548828
	Iteration 34Q: 3 clusters Score -532352.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -532352.187500 Penalty: 4176.548828
	Iteration 35Q: 3 clusters Score -532352.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -532352.187500 Penalty: 4176.548828
	Iteration 36F: 3 clusters Score -532352.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -39177.265625 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -39177.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -37829.679688 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -37829.68 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38061.851562 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -38061.85 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -38111.812500 Penalty: 2974.240234
	Iteration 2Q: 3 clusters Score -38111.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38134.515625 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -38134.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -38146.089844 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -38146.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38147.972656 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -38147.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38147.972656 Penalty: 2974.240234
	Iteration 6F: 3 clusters Score -38147.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (205635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205635 members 
Entering Unmasked Estep 
Score: -24808592.000000 Penalty: 3033.996826
	Iteration 0F: 2 clusters Score -2.480859e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102474 members 
Mstep: Class 2 contains 103161 members 
Entering Unmasked Estep 
Score: -24678544.000000 Penalty: 6067.993652
	Iteration 0F: 3 clusters Score -2.467854e+07 nChanged 98739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96263 members 
Mstep: Class 2 contains 109372 members 
Entering Unmasked Estep 
Score: -24736948.000000 Penalty: 6067.993652
	Iteration 1F: 3 clusters Score -2.473695e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92254 members 
Mstep: Class 2 contains 113381 members 
Entering Unmasked Estep 
Score: -24738532.000000 Penalty: 6067.993652
	Iteration 2Q: 3 clusters Score -2.473853e+07 nChanged 7636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85950 members 
Mstep: Class 2 contains 119685 members 
Entering Unmasked Estep 
Score: -24741090.000000 Penalty: 6067.993652
	Iteration 3Q: 3 clusters Score -2.474109e+07 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76437 members 
Mstep: Class 2 contains 129198 members 
Entering Unmasked Estep 
Score: -24745974.000000 Penalty: 6067.993652
	Iteration 4Q: 3 clusters Score -2.474597e+07 nChanged 14045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62764 members 
Mstep: Class 2 contains 142871 members 
Entering Unmasked Estep 
Score: -24755064.000000 Penalty: 6067.993652
	Iteration 5F: 3 clusters Score -2.475506e+07 nChanged 17540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45362 members 
Mstep: Class 2 contains 160273 members 
Entering Unmasked Estep 
Score: -24768534.000000 Penalty: 6067.993652
	Iteration 6F: 3 clusters Score -2.476853e+07 nChanged 18927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 179170 members 
Entering Unmasked Estep 
Score: -24784544.000000 Penalty: 6067.993652
	Iteration 7F: 3 clusters Score -2.478454e+07 nChanged 14570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 193734 members 
Entering Unmasked Estep 
Score: -24796476.000000 Penalty: 6067.993652
	Iteration 8F: 3 clusters Score -2.479648e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 201366 members 
Entering Unmasked Estep 
Score: -24802504.000000 Penalty: 6067.993652
	Iteration 9Q: 3 clusters Score -2.48025e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 204143 members 
Entering Unmasked Estep 
Score: -24804598.000000 Penalty: 6067.993652
	Iteration 10Q: 3 clusters Score -2.48046e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 205031 members 
Entering Unmasked Estep 
Score: -24805334.000000 Penalty: 6067.993652
	Iteration 11Q: 3 clusters Score -2.480533e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 205273 members 
Entering Unmasked Estep 
Score: -24805618.000000 Penalty: 6067.993652
	Iteration 12Q: 3 clusters Score -2.480562e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 205347 members 
Entering Unmasked Estep 
Score: -24805744.000000 Penalty: 6067.993652
	Iteration 13Q: 3 clusters Score -2.480574e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 205380 members 
Entering Unmasked Estep 
Score: -24805774.000000 Penalty: 6067.993652
	Iteration 14Q: 3 clusters Score -2.480577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 205390 members 
Entering Unmasked Estep 
Score: -24805790.000000 Penalty: 6067.993652
	Iteration 15Q: 3 clusters Score -2.480579e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 205396 members 
Entering Unmasked Estep 
Score: -24805838.000000 Penalty: 6067.993652
	Iteration 16Q: 3 clusters Score -2.480584e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 205397 members 
Entering Unmasked Estep 
Score: -24805848.000000 Penalty: 6067.993652
	Iteration 17Q: 3 clusters Score -2.480585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 205402 members 
Entering Unmasked Estep 
Score: -24805880.000000 Penalty: 6067.993652
	Iteration 18Q: 3 clusters Score -2.480588e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 205407 members 
Entering Unmasked Estep 
Score: -24805872.000000 Penalty: 6067.993652
	Iteration 19Q: 3 clusters Score -2.480587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 205408 members 
Entering Unmasked Estep 
Score: -24805882.000000 Penalty: 6067.993652
	Iteration 20F: 3 clusters Score -2.480588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 205406 members 
Entering Unmasked Estep 
Score: -24805890.000000 Penalty: 6067.993652
	Iteration 21Q: 3 clusters Score -2.480589e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 205404 members 
Entering Unmasked Estep 
Score: -24805876.000000 Penalty: 6067.993652
	Iteration 22Q: 3 clusters Score -2.480588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 205404 members 
Entering Unmasked Estep 
Score: -24805876.000000 Penalty: 6067.993652
	Iteration 23F: 3 clusters Score -2.480588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Entering Unmasked Estep 
Score: -403628.781250 Penalty: 2008.614258
	Iteration 0F: 2 clusters Score -403628.8 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 1668 members 
Entering Unmasked Estep 
Score: -400183.906250 Penalty: 4017.228516
	Iteration 0F: 3 clusters Score -400183.9 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -400908.750000 Penalty: 4017.228516
	Iteration 1F: 3 clusters Score -400908.8 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -401060.312500 Penalty: 4017.228516
	Iteration 2F: 3 clusters Score -401060.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -401137.125000 Penalty: 4017.228516
	Iteration 3Q: 3 clusters Score -401137.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -401181.875000 Penalty: 4017.228516
	Iteration 4Q: 3 clusters Score -401181.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -401213.718750 Penalty: 4017.228516
	Iteration 5Q: 3 clusters Score -401213.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -401244.062500 Penalty: 4017.228516
	Iteration 6Q: 3 clusters Score -401244.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -401267.218750 Penalty: 4017.228516
	Iteration 7Q: 3 clusters Score -401267.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -401289.250000 Penalty: 4017.228516
	Iteration 8Q: 3 clusters Score -401289.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -401307.656250 Penalty: 4017.228516
	Iteration 9Q: 3 clusters Score -401307.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -401325.750000 Penalty: 4017.228516
	Iteration 10Q: 3 clusters Score -401325.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -401340.343750 Penalty: 4017.228516
	Iteration 11Q: 3 clusters Score -401340.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -401356.468750 Penalty: 4017.228516
	Iteration 12Q: 3 clusters Score -401356.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -401370.218750 Penalty: 4017.228516
	Iteration 13Q: 3 clusters Score -401370.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -401384.718750 Penalty: 4017.228516
	Iteration 14Q: 3 clusters Score -401384.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -401398.781250 Penalty: 4017.228516
	Iteration 15Q: 3 clusters Score -401398.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -401409.875000 Penalty: 4017.228516
	Iteration 16Q: 3 clusters Score -401409.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -401424.093750 Penalty: 4017.228516
	Iteration 17Q: 3 clusters Score -401424.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -401440.187500 Penalty: 4017.228516
	Iteration 18Q: 3 clusters Score -401440.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -401458.343750 Penalty: 4017.228516
	Iteration 19Q: 3 clusters Score -401458.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -401474.875000 Penalty: 4017.228516
	Iteration 20F: 3 clusters Score -401474.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -401492.750000 Penalty: 4017.228516
	Iteration 21Q: 3 clusters Score -401492.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -401503.625000 Penalty: 4017.228516
	Iteration 22Q: 3 clusters Score -401503.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -401514.125000 Penalty: 4017.228516
	Iteration 23Q: 3 clusters Score -401514.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -401527.437500 Penalty: 4017.228516
	Iteration 24Q: 3 clusters Score -401527.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -401538.031250 Penalty: 4017.228516
	Iteration 25Q: 3 clusters Score -401538 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -401547.156250 Penalty: 4017.228516
	Iteration 26Q: 3 clusters Score -401547.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -401556.968750 Penalty: 4017.228516
	Iteration 27Q: 3 clusters Score -401557 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -401565.875000 Penalty: 4017.228516
	Iteration 28Q: 3 clusters Score -401565.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -401577.468750 Penalty: 4017.228516
	Iteration 29Q: 3 clusters Score -401577.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -401588.281250 Penalty: 4017.228516
	Iteration 30Q: 3 clusters Score -401588.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -401597.687500 Penalty: 4017.228516
	Iteration 31Q: 3 clusters Score -401597.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -401606.906250 Penalty: 4017.228516
	Iteration 32Q: 3 clusters Score -401606.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -401614.750000 Penalty: 4017.228516
	Iteration 33Q: 3 clusters Score -401614.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -401622.468750 Penalty: 4017.228516
	Iteration 34Q: 3 clusters Score -401622.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -401627.093750 Penalty: 4017.228516
	Iteration 35Q: 3 clusters Score -401627.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -401634.312500 Penalty: 4017.228516
	Iteration 36Q: 3 clusters Score -401634.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -401642.687500 Penalty: 4017.228516
	Iteration 37Q: 3 clusters Score -401642.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -401653.625000 Penalty: 4017.228516
	Iteration 38Q: 3 clusters Score -401653.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -401666.656250 Penalty: 4017.228516
	Iteration 39Q: 3 clusters Score -401666.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -401676.156250 Penalty: 4017.228516
	Iteration 40F: 3 clusters Score -401676.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -401680.531250 Penalty: 4017.228516
	Iteration 41Q: 3 clusters Score -401680.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -401684.625000 Penalty: 4017.228516
	Iteration 42Q: 3 clusters Score -401684.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -401689.468750 Penalty: 4017.228516
	Iteration 43Q: 3 clusters Score -401689.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -401692.000000 Penalty: 4017.228516
	Iteration 44Q: 3 clusters Score -401692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -401694.375000 Penalty: 4017.228516
	Iteration 45Q: 3 clusters Score -401694.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -401696.437500 Penalty: 4017.228516
	Iteration 46Q: 3 clusters Score -401696.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -401702.187500 Penalty: 4017.228516
	Iteration 47Q: 3 clusters Score -401702.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -401704.437500 Penalty: 4017.228516
	Iteration 48Q: 3 clusters Score -401704.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -401707.437500 Penalty: 4017.228516
	Iteration 49Q: 3 clusters Score -401707.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -401710.281250 Penalty: 4017.228516
	Iteration 50Q: 3 clusters Score -401710.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -401713.406250 Penalty: 4017.228516
	Iteration 51Q: 3 clusters Score -401713.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -401718.468750 Penalty: 4017.228516
	Iteration 52Q: 3 clusters Score -401718.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -401722.000000 Penalty: 4017.228516
	Iteration 53Q: 3 clusters Score -401722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -401731.968750 Penalty: 4017.228516
	Iteration 54Q: 3 clusters Score -401732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -401737.312500 Penalty: 4017.228516
	Iteration 55Q: 3 clusters Score -401737.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -401741.562500 Penalty: 4017.228516
	Iteration 56Q: 3 clusters Score -401741.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -401744.375000 Penalty: 4017.228516
	Iteration 57Q: 3 clusters Score -401744.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -401747.625000 Penalty: 4017.228516
	Iteration 58Q: 3 clusters Score -401747.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -401749.437500 Penalty: 4017.228516
	Iteration 59Q: 3 clusters Score -401749.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -401752.312500 Penalty: 4017.228516
	Iteration 60F: 3 clusters Score -401752.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -401752.843750 Penalty: 4017.228516
	Iteration 61Q: 3 clusters Score -401752.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -401754.218750 Penalty: 4017.228516
	Iteration 62Q: 3 clusters Score -401754.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -401755.718750 Penalty: 4017.228516
	Iteration 63Q: 3 clusters Score -401755.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -401758.343750 Penalty: 4017.228516
	Iteration 64Q: 3 clusters Score -401758.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -401760.687500 Penalty: 4017.228516
	Iteration 65Q: 3 clusters Score -401760.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2662 members 
Entering Unmasked Estep 
Score: -401761.125000 Penalty: 4017.228516
	Iteration 66Q: 3 clusters Score -401761.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -401763.937500 Penalty: 4017.228516
	Iteration 67Q: 3 clusters Score -401763.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -401765.687500 Penalty: 4017.228516
	Iteration 68Q: 3 clusters Score -401765.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -401765.968750 Penalty: 4017.228516
	Iteration 69Q: 3 clusters Score -401766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -401765.968750 Penalty: 4017.228516
	Iteration 70F: 3 clusters Score -401766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Entering Unmasked Estep 
Score: -1553335.000000 Penalty: 2347.814941
	Iteration 0F: 2 clusters Score -1553335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1543892.125000 Penalty: 4695.629883
	Iteration 0F: 3 clusters Score -1543892 nChanged 5417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1546888.250000 Penalty: 4695.629883
	Iteration 1F: 3 clusters Score -1546888 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1547490.375000 Penalty: 4695.629883
	Iteration 2F: 3 clusters Score -1547490 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1548173.750000 Penalty: 4695.629883
	Iteration 3F: 3 clusters Score -1548174 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1548906.375000 Penalty: 4695.629883
	Iteration 4F: 3 clusters Score -1548906 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1549667.625000 Penalty: 4695.629883
	Iteration 5F: 3 clusters Score -1549668 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1550342.375000 Penalty: 4695.629883
	Iteration 6F: 3 clusters Score -1550342 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1550911.375000 Penalty: 4695.629883
	Iteration 7F: 3 clusters Score -1550911 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1551280.000000 Penalty: 4695.629883
	Iteration 8Q: 3 clusters Score -1551280 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1551532.125000 Penalty: 4695.629883
	Iteration 9Q: 3 clusters Score -1551532 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1551691.250000 Penalty: 4695.629883
	Iteration 10Q: 3 clusters Score -1551691 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -1551797.375000 Penalty: 4695.629883
	Iteration 11Q: 3 clusters Score -1551797 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -1551872.750000 Penalty: 4695.629883
	Iteration 12Q: 3 clusters Score -1551873 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1551934.500000 Penalty: 4695.629883
	Iteration 13Q: 3 clusters Score -1551934 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1551983.750000 Penalty: 4695.629883
	Iteration 14Q: 3 clusters Score -1551984 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -1552005.625000 Penalty: 4695.629883
	Iteration 15Q: 3 clusters Score -1552006 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -1552026.750000 Penalty: 4695.629883
	Iteration 16Q: 3 clusters Score -1552027 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 10006 members 
Entering Unmasked Estep 
Score: -1552042.750000 Penalty: 4695.629883
	Iteration 17Q: 3 clusters Score -1552043 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1552054.875000 Penalty: 4695.629883
	Iteration 18Q: 3 clusters Score -1552055 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1552066.000000 Penalty: 4695.629883
	Iteration 19Q: 3 clusters Score -1552066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1552075.750000 Penalty: 4695.629883
	Iteration 20F: 3 clusters Score -1552076 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10158 members 
Entering Unmasked Estep 
Score: -1552083.875000 Penalty: 4695.629883
	Iteration 21Q: 3 clusters Score -1552084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1552092.625000 Penalty: 4695.629883
	Iteration 22Q: 3 clusters Score -1552093 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -1552095.375000 Penalty: 4695.629883
	Iteration 23Q: 3 clusters Score -1552095 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1552103.625000 Penalty: 4695.629883
	Iteration 24Q: 3 clusters Score -1552104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -1552111.125000 Penalty: 4695.629883
	Iteration 25Q: 3 clusters Score -1552111 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1552114.250000 Penalty: 4695.629883
	Iteration 26Q: 3 clusters Score -1552114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1552118.125000 Penalty: 4695.629883
	Iteration 27Q: 3 clusters Score -1552118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -1552120.625000 Penalty: 4695.629883
	Iteration 28Q: 3 clusters Score -1552121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -1552125.250000 Penalty: 4695.629883
	Iteration 29Q: 3 clusters Score -1552125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1552127.375000 Penalty: 4695.629883
	Iteration 30Q: 3 clusters Score -1552127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1552131.250000 Penalty: 4695.629883
	Iteration 31Q: 3 clusters Score -1552131 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1552130.000000 Penalty: 4695.629883
	Iteration 32Q: 3 clusters Score -1552130 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1552133.000000 Penalty: 4695.629883
	Iteration 33Q: 3 clusters Score -1552133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1552134.625000 Penalty: 4695.629883
	Iteration 34Q: 3 clusters Score -1552135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1552134.250000 Penalty: 4695.629883
	Iteration 35Q: 3 clusters Score -1552134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1552134.875000 Penalty: 4695.629883
	Iteration 36Q: 3 clusters Score -1552135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1552134.500000 Penalty: 4695.629883
	Iteration 37Q: 3 clusters Score -1552134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -1552139.500000 Penalty: 4695.629883
	Iteration 38Q: 3 clusters Score -1552140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1552137.750000 Penalty: 4695.629883
	Iteration 39Q: 3 clusters Score -1552138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -1552140.375000 Penalty: 4695.629883
	Iteration 40F: 3 clusters Score -1552140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -1552141.125000 Penalty: 4695.629883
	Iteration 41Q: 3 clusters Score -1552141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1552141.125000 Penalty: 4695.629883
	Iteration 42Q: 3 clusters Score -1552141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1552141.625000 Penalty: 4695.629883
	Iteration 43Q: 3 clusters Score -1552142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -1552140.875000 Penalty: 4695.629883
	Iteration 44Q: 3 clusters Score -1552141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -1552139.625000 Penalty: 4695.629883
	Iteration 45Q: 3 clusters Score -1552140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 10432 members 
Entering Unmasked Estep 
Score: -1552144.625000 Penalty: 4695.629883
	Iteration 46Q: 3 clusters Score -1552145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -1552141.625000 Penalty: 4695.629883
	Iteration 47Q: 3 clusters Score -1552142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -1552148.250000 Penalty: 4695.629883
	Iteration 48Q: 3 clusters Score -1552148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -1552149.875000 Penalty: 4695.629883
	Iteration 49Q: 3 clusters Score -1552150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1552148.500000 Penalty: 4695.629883
	Iteration 50Q: 3 clusters Score -1552148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1552150.500000 Penalty: 4695.629883
	Iteration 51Q: 3 clusters Score -1552150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1552151.375000 Penalty: 4695.629883
	Iteration 52Q: 3 clusters Score -1552151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -1552154.875000 Penalty: 4695.629883
	Iteration 53Q: 3 clusters Score -1552155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1552154.125000 Penalty: 4695.629883
	Iteration 54Q: 3 clusters Score -1552154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1552156.875000 Penalty: 4695.629883
	Iteration 55Q: 3 clusters Score -1552157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -1552154.875000 Penalty: 4695.629883
	Iteration 56Q: 3 clusters Score -1552155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1552153.500000 Penalty: 4695.629883
	Iteration 57Q: 3 clusters Score -1552154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 10479 members 
Entering Unmasked Estep 
Score: -1552156.000000 Penalty: 4695.629883
	Iteration 58Q: 3 clusters Score -1552156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 10486 members 
Entering Unmasked Estep 
Score: -1552160.125000 Penalty: 4695.629883
	Iteration 59Q: 3 clusters Score -1552160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -1552157.250000 Penalty: 4695.629883
	Iteration 60F: 3 clusters Score -1552157 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1552158.125000 Penalty: 4695.629883
	Iteration 61Q: 3 clusters Score -1552158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1552155.000000 Penalty: 4695.629883
	Iteration 62Q: 3 clusters Score -1552155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1552158.875000 Penalty: 4695.629883
	Iteration 63Q: 3 clusters Score -1552159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1552160.000000 Penalty: 4695.629883
	Iteration 64Q: 3 clusters Score -1552160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1552159.500000 Penalty: 4695.629883
	Iteration 65Q: 3 clusters Score -1552160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1552163.500000 Penalty: 4695.629883
	Iteration 66Q: 3 clusters Score -1552164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1552164.375000 Penalty: 4695.629883
	Iteration 67Q: 3 clusters Score -1552164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1552164.375000 Penalty: 4695.629883
	Iteration 68F: 3 clusters Score -1552164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14430 members 
Entering Unmasked Estep 
Score: -1780773.625000 Penalty: 2375.112061
	Iteration 0F: 2 clusters Score -1780774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1770216.375000 Penalty: 4750.224121
	Iteration 0F: 3 clusters Score -1770216 nChanged 6271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1773545.250000 Penalty: 4750.224121
	Iteration 1F: 3 clusters Score -1773545 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1773861.625000 Penalty: 4750.224121
	Iteration 2F: 3 clusters Score -1773862 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1774108.375000 Penalty: 4750.224121
	Iteration 3Q: 3 clusters Score -1774108 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1774262.875000 Penalty: 4750.224121
	Iteration 4Q: 3 clusters Score -1774263 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -1774410.875000 Penalty: 4750.224121
	Iteration 5Q: 3 clusters Score -1774411 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1774517.250000 Penalty: 4750.224121
	Iteration 6Q: 3 clusters Score -1774517 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1774600.750000 Penalty: 4750.224121
	Iteration 7Q: 3 clusters Score -1774601 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1774682.375000 Penalty: 4750.224121
	Iteration 8Q: 3 clusters Score -1774682 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1774764.750000 Penalty: 4750.224121
	Iteration 9Q: 3 clusters Score -1774765 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1774852.000000 Penalty: 4750.224121
	Iteration 10Q: 3 clusters Score -1774852 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1774956.250000 Penalty: 4750.224121
	Iteration 11Q: 3 clusters Score -1774956 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1775101.125000 Penalty: 4750.224121
	Iteration 12Q: 3 clusters Score -1775101 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1775284.250000 Penalty: 4750.224121
	Iteration 13Q: 3 clusters Score -1775284 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1775522.375000 Penalty: 4750.224121
	Iteration 14Q: 3 clusters Score -1775522 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1775833.625000 Penalty: 4750.224121
	Iteration 15Q: 3 clusters Score -1775834 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -1776213.250000 Penalty: 4750.224121
	Iteration 16Q: 3 clusters Score -1776213 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1776670.750000 Penalty: 4750.224121
	Iteration 17Q: 3 clusters Score -1776671 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -1777102.250000 Penalty: 4750.224121
	Iteration 18Q: 3 clusters Score -1777102 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1777380.750000 Penalty: 4750.224121
	Iteration 19Q: 3 clusters Score -1777381 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1777544.125000 Penalty: 4750.224121
	Iteration 20F: 3 clusters Score -1777544 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1777646.625000 Penalty: 4750.224121
	Iteration 21Q: 3 clusters Score -1777647 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1777709.125000 Penalty: 4750.224121
	Iteration 22Q: 3 clusters Score -1777709 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1777761.375000 Penalty: 4750.224121
	Iteration 23Q: 3 clusters Score -1777761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1777798.625000 Penalty: 4750.224121
	Iteration 24Q: 3 clusters Score -1777799 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -1777820.000000 Penalty: 4750.224121
	Iteration 25Q: 3 clusters Score -1777820 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -1777840.875000 Penalty: 4750.224121
	Iteration 26Q: 3 clusters Score -1777841 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1777874.125000 Penalty: 4750.224121
	Iteration 27Q: 3 clusters Score -1777874 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1777902.875000 Penalty: 4750.224121
	Iteration 28Q: 3 clusters Score -1777903 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1777923.500000 Penalty: 4750.224121
	Iteration 29Q: 3 clusters Score -1777924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -1777953.625000 Penalty: 4750.224121
	Iteration 30Q: 3 clusters Score -1777954 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1777964.375000 Penalty: 4750.224121
	Iteration 31Q: 3 clusters Score -1777964 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1777972.000000 Penalty: 4750.224121
	Iteration 32Q: 3 clusters Score -1777972 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1777985 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1777998.750000 Penalty: 4750.224121
	Iteration 34Q: 3 clusters Score -1777999 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1778009.750000 Penalty: 4750.224121
	Iteration 35Q: 3 clusters Score -1778010 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1778022.750000 Penalty: 4750.224121
	Iteration 36Q: 3 clusters Score -1778023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1778028.000000 Penalty: 4750.224121
	Iteration 37Q: 3 clusters Score -1778028 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -1778035.750000 Penalty: 4750.224121
	Iteration 38Q: 3 clusters Score -1778036 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1778042.250000 Penalty: 4750.224121
	Iteration 39Q: 3 clusters Score -1778042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1778051.750000 Penalty: 4750.224121
	Iteration 40F: 3 clusters Score -1778052 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1778058.500000 Penalty: 4750.224121
	Iteration 41Q: 3 clusters Score -1778058 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1778072.000000 Penalty: 4750.224121
	Iteration 42Q: 3 clusters Score -1778072 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1778082.875000 Penalty: 4750.224121
	Iteration 43Q: 3 clusters Score -1778083 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1778091.750000 Penalty: 4750.224121
	Iteration 44Q: 3 clusters Score -1778092 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1778108.250000 Penalty: 4750.224121
	Iteration 45Q: 3 clusters Score -1778108 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1778117.625000 Penalty: 4750.224121
	Iteration 46Q: 3 clusters Score -1778118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -1778122.375000 Penalty: 4750.224121
	Iteration 47Q: 3 clusters Score -1778122 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1778125.375000 Penalty: 4750.224121
	Iteration 48Q: 3 clusters Score -1778125 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1778132.375000 Penalty: 4750.224121
	Iteration 49Q: 3 clusters Score -1778132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -1778133.125000 Penalty: 4750.224121
	Iteration 50Q: 3 clusters Score -1778133 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1778137.375000 Penalty: 4750.224121
	Iteration 51Q: 3 clusters Score -1778137 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1778139.750000 Penalty: 4750.224121
	Iteration 52Q: 3 clusters Score -1778140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1778137.750000 Penalty: 4750.224121
	Iteration 53Q: 3 clusters Score -1778138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1778135.500000 Penalty: 4750.224121
	Iteration 54Q: 3 clusters Score -1778136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1778136.125000 Penalty: 4750.224121
	Iteration 55Q: 3 clusters Score -1778136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10860 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1778138.500000 Penalty: 4750.224121
	Iteration 56Q: 3 clusters Score -1778138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1778140.625000 Penalty: 4750.224121
	Iteration 57Q: 3 clusters Score -1778141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1778140.500000 Penalty: 4750.224121
	Iteration 58Q: 3 clusters Score -1778140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -1778142.500000 Penalty: 4750.224121
	Iteration 59Q: 3 clusters Score -1778142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1778142.500000 Penalty: 4750.224121
	Iteration 60F: 3 clusters Score -1778142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1778145.250000 Penalty: 4750.224121
	Iteration 61Q: 3 clusters Score -1778145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -1778149.875000 Penalty: 4750.224121
	Iteration 62Q: 3 clusters Score -1778150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1778143.500000 Penalty: 4750.224121
	Iteration 63Q: 3 clusters Score -1778144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1778145.500000 Penalty: 4750.224121
	Iteration 64Q: 3 clusters Score -1778146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1778146.000000 Penalty: 4750.224121
	Iteration 65Q: 3 clusters Score -1778146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1778145.500000 Penalty: 4750.224121
	Iteration 66Q: 3 clusters Score -1778146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1778147.500000 Penalty: 4750.224121
	Iteration 67Q: 3 clusters Score -1778148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1778143.875000 Penalty: 4750.224121
	Iteration 68Q: 3 clusters Score -1778144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1778145.625000 Penalty: 4750.224121
	Iteration 69Q: 3 clusters Score -1778146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1778145.125000 Penalty: 4750.224121
	Iteration 70Q: 3 clusters Score -1778145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1778147.500000 Penalty: 4750.224121
	Iteration 71Q: 3 clusters Score -1778148 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1778154.250000 Penalty: 4750.224121
	Iteration 72Q: 3 clusters Score -1778154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -1778159.500000 Penalty: 4750.224121
	Iteration 73Q: 3 clusters Score -1778160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1778159.500000 Penalty: 4750.224121
	Iteration 74Q: 3 clusters Score -1778160 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1778159.375000 Penalty: 4750.224121
	Iteration 75Q: 3 clusters Score -1778159 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1778161.750000 Penalty: 4750.224121
	Iteration 76Q: 3 clusters Score -1778162 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1778161.000000 Penalty: 4750.224121
	Iteration 77Q: 3 clusters Score -1778161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1778168.500000 Penalty: 4750.224121
	Iteration 78Q: 3 clusters Score -1778168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1778166.250000 Penalty: 4750.224121
	Iteration 79Q: 3 clusters Score -1778166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1778164.500000 Penalty: 4750.224121
	Iteration 80F: 3 clusters Score -1778164 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1778171.625000 Penalty: 4750.224121
	Iteration 81Q: 3 clusters Score -1778172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11093 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1778174.000000 Penalty: 4750.224121
	Iteration 82Q: 3 clusters Score -1778174 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1778180.875000 Penalty: 4750.224121
	Iteration 83Q: 3 clusters Score -1778181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -1778180.500000 Penalty: 4750.224121
	Iteration 84Q: 3 clusters Score -1778180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1778183.625000 Penalty: 4750.224121
	Iteration 85Q: 3 clusters Score -1778184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -1778182.625000 Penalty: 4750.224121
	Iteration 86Q: 3 clusters Score -1778183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1778188.625000 Penalty: 4750.224121
	Iteration 87Q: 3 clusters Score -1778189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -1778188.000000 Penalty: 4750.224121
	Iteration 88Q: 3 clusters Score -1778188 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1778191.375000 Penalty: 4750.224121
	Iteration 89Q: 3 clusters Score -1778191 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -1778198.250000 Penalty: 4750.224121
	Iteration 90Q: 3 clusters Score -1778198 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1778196.625000 Penalty: 4750.224121
	Iteration 91Q: 3 clusters Score -1778197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1778204.000000 Penalty: 4750.224121
	Iteration 92Q: 3 clusters Score -1778204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1778210.250000 Penalty: 4750.224121
	Iteration 93Q: 3 clusters Score -1778210 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -1778217.125000 Penalty: 4750.224121
	Iteration 94Q: 3 clusters Score -1778217 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1778220.000000 Penalty: 4750.224121
	Iteration 95Q: 3 clusters Score -1778220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1778228.875000 Penalty: 4750.224121
	Iteration 96Q: 3 clusters Score -1778229 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1778239.875000 Penalty: 4750.224121
	Iteration 97Q: 3 clusters Score -1778240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1778239.625000 Penalty: 4750.224121
	Iteration 98Q: 3 clusters Score -1778240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -1778253.875000 Penalty: 4750.224121
	Iteration 99Q: 3 clusters Score -1778254 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1778262.000000 Penalty: 4750.224121
	Iteration 100F: 3 clusters Score -1778262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -1778266.125000 Penalty: 4750.224121
	Iteration 101Q: 3 clusters Score -1778266 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -1778271.125000 Penalty: 4750.224121
	Iteration 102Q: 3 clusters Score -1778271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1778270.500000 Penalty: 4750.224121
	Iteration 103Q: 3 clusters Score -1778270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1778271.250000 Penalty: 4750.224121
	Iteration 104Q: 3 clusters Score -1778271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11575 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1778275.625000 Penalty: 4750.224121
	Iteration 105Q: 3 clusters Score -1778276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1778277.000000 Penalty: 4750.224121
	Iteration 106Q: 3 clusters Score -1778277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1778279.250000 Penalty: 4750.224121
	Iteration 107Q: 3 clusters Score -1778279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1778282.875000 Penalty: 4750.224121
	Iteration 108Q: 3 clusters Score -1778283 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1778285.125000 Penalty: 4750.224121
	Iteration 109Q: 3 clusters Score -1778285 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1778291.375000 Penalty: 4750.224121
	Iteration 110Q: 3 clusters Score -1778291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1778301.750000 Penalty: 4750.224121
	Iteration 111Q: 3 clusters Score -1778302 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1778309.750000 Penalty: 4750.224121
	Iteration 112Q: 3 clusters Score -1778310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -1778313.875000 Penalty: 4750.224121
	Iteration 113Q: 3 clusters Score -1778314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1778320.875000 Penalty: 4750.224121
	Iteration 114Q: 3 clusters Score -1778321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1778322.500000 Penalty: 4750.224121
	Iteration 115Q: 3 clusters Score -1778322 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1778327.750000 Penalty: 4750.224121
	Iteration 116Q: 3 clusters Score -1778328 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1778329.000000 Penalty: 4750.224121
	Iteration 117Q: 3 clusters Score -1778329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1778332.625000 Penalty: 4750.224121
	Iteration 118Q: 3 clusters Score -1778333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1778339.625000 Penalty: 4750.224121
	Iteration 119Q: 3 clusters Score -1778340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1778342.000000 Penalty: 4750.224121
	Iteration 120F: 3 clusters Score -1778342 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -1778348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1778352.125000 Penalty: 4750.224121
	Iteration 122Q: 3 clusters Score -1778352 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1778354.000000 Penalty: 4750.224121
	Iteration 123Q: 3 clusters Score -1778354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -1778358.875000 Penalty: 4750.224121
	Iteration 124Q: 3 clusters Score -1778359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1778361.125000 Penalty: 4750.224121
	Iteration 125Q: 3 clusters Score -1778361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11974 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -1778364.750000 Penalty: 4750.224121
	Iteration 126Q: 3 clusters Score -1778365 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -1778367 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11998 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1778366.250000 Penalty: 4750.224121
	Iteration 128Q: 3 clusters Score -1778366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1778366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -1778365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12029 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1778373.375000 Penalty: 4750.224121
	Iteration 131Q: 3 clusters Score -1778373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -1778374 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1778378.500000 Penalty: 4750.224121
	Iteration 133Q: 3 clusters Score -1778378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -1778381.000000 Penalty: 4750.224121
	Iteration 134Q: 3 clusters Score -1778381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1778385.750000 Penalty: 4750.224121
	Iteration 135Q: 3 clusters Score -1778386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1778387.750000 Penalty: 4750.224121
	Iteration 136Q: 3 clusters Score -1778388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1778387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1778385.625000 Penalty: 4750.224121
	Iteration 138Q: 3 clusters Score -1778386 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1778385.625000 Penalty: 4750.224121
	Iteration 139Q: 3 clusters Score -1778386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1778390.250000 Penalty: 4750.224121
	Iteration 140F: 3 clusters Score -1778390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1778389.875000 Penalty: 4750.224121
	Iteration 141Q: 3 clusters Score -1778390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -1778391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1778392.625000 Penalty: 4750.224121
	Iteration 143Q: 3 clusters Score -1778393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -1778391 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1778389.375000 Penalty: 4750.224121
	Iteration 145Q: 3 clusters Score -1778389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1778392.625000 Penalty: 4750.224121
	Iteration 146Q: 3 clusters Score -1778393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -1778393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -1778391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1778391.250000 Penalty: 4750.224121
	Iteration 149Q: 3 clusters Score -1778391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1778393.750000 Penalty: 4750.224121
	Iteration 150Q: 3 clusters Score -1778394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1778397.375000 Penalty: 4750.224121
	Iteration 151Q: 3 clusters Score -1778397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1778399.500000 Penalty: 4750.224121
	Iteration 152Q: 3 clusters Score -1778400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -1778400.000000 Penalty: 4750.224121
	Iteration 153Q: 3 clusters Score -1778400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1778398.375000 Penalty: 4750.224121
	Iteration 154Q: 3 clusters Score -1778398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1778396.875000 Penalty: 4750.224121
	Iteration 155Q: 3 clusters Score -1778397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1778400.125000 Penalty: 4750.224121
	Iteration 156Q: 3 clusters Score -1778400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1778400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
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	Iteration 158F: 3 clusters Score -1778400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167363 members 
Mstep: Class 3 contains 35517 members 
Mstep: Class 4 contains 35441 members 
Mstep: Class 5 contains 41086 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 158622 members 
Mstep: Class 11 contains 4539 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205635 members 
Mstep: Class 14 contains 3292 members 
Mstep: Class 19 contains 12926 members 
Mstep: Class 20 contains 14430 members 
Entering Unmasked Estep 
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Iteration 399Q: 14 clusters Score -8.110402e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167334 members 
Mstep: Class 3 contains 35534 members 
Mstep: Class 4 contains 35451 members 
Mstep: Class 5 contains 41077 members 
Mstep: Class 6 contains 2559 members 
Mstep: Class 7 contains 158604 members 
Mstep: Class 11 contains 4535 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205647 members 
Mstep: Class 14 contains 3291 members 
Mstep: Class 19 contains 12938 members 
Mstep: Class 20 contains 14439 members 
Entering Unmasked Estep 
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Iteration 400F: 14 clusters Score -8.110401e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167309 members 
Mstep: Class 3 contains 35561 members 
Mstep: Class 4 contains 35453 members 
Mstep: Class 5 contains 41062 members 
Mstep: Class 6 contains 2558 members 
Mstep: Class 7 contains 158590 members 
Mstep: Class 11 contains 4533 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205656 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 19 contains 12951 members 
Mstep: Class 20 contains 14447 members 
Entering Unmasked Estep 
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Iteration 401Q: 14 clusters Score -8.110413e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167285 members 
Mstep: Class 3 contains 35579 members 
Mstep: Class 4 contains 35460 members 
Mstep: Class 5 contains 41045 members 
Mstep: Class 6 contains 2553 members 
Mstep: Class 7 contains 158577 members 
Mstep: Class 11 contains 4531 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205686 members 
Mstep: Class 14 contains 3289 members 
Mstep: Class 19 contains 12954 members 
Mstep: Class 20 contains 14451 members 
Entering Unmasked Estep 
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Iteration 402Q: 14 clusters Score -8.110428e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167284 members 
Mstep: Class 3 contains 35591 members 
Mstep: Class 4 contains 35458 members 
Mstep: Class 5 contains 41035 members 
Mstep: Class 6 contains 2550 members 
Mstep: Class 7 contains 158537 members 
Mstep: Class 11 contains 4529 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205709 members 
Mstep: Class 14 contains 3288 members 
Mstep: Class 19 contains 12963 members 
Mstep: Class 20 contains 14466 members 
Entering Unmasked Estep 
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Iteration 403Q: 14 clusters Score -8.11043e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167268 members 
Mstep: Class 3 contains 35602 members 
Mstep: Class 4 contains 35455 members 
Mstep: Class 5 contains 41023 members 
Mstep: Class 6 contains 2547 members 
Mstep: Class 7 contains 158511 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205740 members 
Mstep: Class 14 contains 3287 members 
Mstep: Class 19 contains 12973 members 
Mstep: Class 20 contains 14476 members 
Entering Unmasked Estep 
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Iteration 404Q: 14 clusters Score -8.110444e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167257 members 
Mstep: Class 3 contains 35614 members 
Mstep: Class 4 contains 35457 members 
Mstep: Class 5 contains 41005 members 
Mstep: Class 6 contains 2543 members 
Mstep: Class 7 contains 158489 members 
Mstep: Class 11 contains 4528 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205774 members 
Mstep: Class 14 contains 3283 members 
Mstep: Class 19 contains 12987 members 
Mstep: Class 20 contains 14473 members 
Entering Unmasked Estep 
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Iteration 405Q: 14 clusters Score -8.11044e+07 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 2 contains 167254 members 
Mstep: Class 3 contains 35620 members 
Mstep: Class 4 contains 35463 members 
Mstep: Class 5 contains 40991 members 
Mstep: Class 6 contains 2539 members 
Mstep: Class 7 contains 158488 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205775 members 
Mstep: Class 14 contains 3282 members 
Mstep: Class 19 contains 12994 members 
Mstep: Class 20 contains 14477 members 
Entering Unmasked Estep 
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Iteration 406Q: 14 clusters Score -8.110442e+07 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 2 contains 167252 members 
Mstep: Class 3 contains 35622 members 
Mstep: Class 4 contains 35466 members 
Mstep: Class 5 contains 40990 members 
Mstep: Class 6 contains 2537 members 
Mstep: Class 7 contains 158475 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205775 members 
Mstep: Class 14 contains 3280 members 
Mstep: Class 19 contains 12999 members 
Mstep: Class 20 contains 14487 members 
Entering Unmasked Estep 
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Iteration 407Q: 14 clusters Score -8.110449e+07 nChanged 287
Entering Unmasked Mstep 
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Mstep: Class 2 contains 167235 members 
Mstep: Class 3 contains 35626 members 
Mstep: Class 4 contains 35469 members 
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Mstep: Class 7 contains 158464 members 
Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205796 members 
Mstep: Class 14 contains 3278 members 
Mstep: Class 19 contains 13005 members 
Mstep: Class 20 contains 14493 members 
Entering Unmasked Estep 
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Iteration 408Q: 14 clusters Score -8.110459e+07 nChanged 259
Entering Unmasked Mstep 
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Mstep: Class 2 contains 167229 members 
Mstep: Class 3 contains 35626 members 
Mstep: Class 4 contains 35474 members 
Mstep: Class 5 contains 40973 members 
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Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205804 members 
Mstep: Class 14 contains 3279 members 
Mstep: Class 19 contains 13010 members 
Mstep: Class 20 contains 14498 members 
Entering Unmasked Estep 
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Iteration 409Q: 14 clusters Score -8.110459e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
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Mstep: Class 2 contains 167214 members 
Mstep: Class 3 contains 35628 members 
Mstep: Class 4 contains 35478 members 
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Mstep: Class 11 contains 4527 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205830 members 
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Mstep: Class 19 contains 13026 members 
Mstep: Class 20 contains 14502 members 
Entering Unmasked Estep 
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Iteration 410Q: 14 clusters Score -8.110454e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
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Mstep: Class 2 contains 167198 members 
Mstep: Class 3 contains 35630 members 
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Mstep: Class 11 contains 4524 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205837 members 
Mstep: Class 14 contains 3279 members 
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Mstep: Class 20 contains 14504 members 
Entering Unmasked Estep 
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Iteration 411Q: 14 clusters Score -8.110458e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
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Mstep: Class 2 contains 167177 members 
Mstep: Class 3 contains 35632 members 
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Mstep: Class 19 contains 13061 members 
Mstep: Class 20 contains 14510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104608.000000 Penalty: 43318.621094
Iteration 412Q: 14 clusters Score -8.110461e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167152 members 
Mstep: Class 3 contains 35640 members 
Mstep: Class 4 contains 35485 members 
Mstep: Class 5 contains 40922 members 
Mstep: Class 6 contains 2533 members 
Mstep: Class 7 contains 158439 members 
Mstep: Class 11 contains 4519 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205863 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 19 contains 13071 members 
Mstep: Class 20 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104696.000000 Penalty: 43318.621094
Iteration 413Q: 14 clusters Score -8.11047e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167110 members 
Mstep: Class 3 contains 35646 members 
Mstep: Class 4 contains 35489 members 
Mstep: Class 5 contains 40915 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 158462 members 
Mstep: Class 11 contains 4517 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205867 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 19 contains 13080 members 
Mstep: Class 20 contains 14518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104680.000000 Penalty: 43318.621094
Iteration 414Q: 14 clusters Score -8.110468e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 167077 members 
Mstep: Class 3 contains 35651 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 40899 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 158490 members 
Mstep: Class 11 contains 4517 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205875 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 19 contains 13087 members 
Mstep: Class 20 contains 14518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104600.000000 Penalty: 43318.621094
Iteration 415Q: 14 clusters Score -8.11046e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167061 members 
Mstep: Class 3 contains 35658 members 
Mstep: Class 4 contains 35486 members 
Mstep: Class 5 contains 40889 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 158519 members 
Mstep: Class 11 contains 4517 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205871 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 19 contains 13092 members 
Mstep: Class 20 contains 14511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104672.000000 Penalty: 43318.621094
Iteration 416Q: 14 clusters Score -8.110467e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167041 members 
Mstep: Class 3 contains 35671 members 
Mstep: Class 4 contains 35485 members 
Mstep: Class 5 contains 40880 members 
Mstep: Class 6 contains 2534 members 
Mstep: Class 7 contains 158521 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205864 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 19 contains 13105 members 
Mstep: Class 20 contains 14518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104728.000000 Penalty: 43318.621094
Iteration 417Q: 14 clusters Score -8.110473e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 167022 members 
Mstep: Class 3 contains 35677 members 
Mstep: Class 4 contains 35489 members 
Mstep: Class 5 contains 40857 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 7 contains 158535 members 
Mstep: Class 11 contains 4516 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205865 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 19 contains 13119 members 
Mstep: Class 20 contains 14524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104664.000000 Penalty: 43318.621094
Iteration 418Q: 14 clusters Score -8.110466e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 166987 members 
Mstep: Class 3 contains 35688 members 
Mstep: Class 4 contains 35493 members 
Mstep: Class 5 contains 40848 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 158535 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205869 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 19 contains 13135 members 
Mstep: Class 20 contains 14535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104608.000000 Penalty: 43318.621094
Iteration 419Q: 14 clusters Score -8.110461e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 166952 members 
Mstep: Class 3 contains 35701 members 
Mstep: Class 4 contains 35493 members 
Mstep: Class 5 contains 40842 members 
Mstep: Class 6 contains 2530 members 
Mstep: Class 7 contains 158549 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205855 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 19 contains 13148 members 
Mstep: Class 20 contains 14550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104576.000000 Penalty: 43318.621094
Iteration 420F: 14 clusters Score -8.110458e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 166905 members 
Mstep: Class 3 contains 35711 members 
Mstep: Class 4 contains 35500 members 
Mstep: Class 5 contains 40832 members 
Mstep: Class 6 contains 2527 members 
Mstep: Class 7 contains 158571 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205852 members 
Mstep: Class 14 contains 3275 members 
Mstep: Class 19 contains 13162 members 
Mstep: Class 20 contains 14559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104696.000000 Penalty: 43318.621094
Iteration 421Q: 14 clusters Score -8.11047e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166849 members 
Mstep: Class 3 contains 35714 members 
Mstep: Class 4 contains 35508 members 
Mstep: Class 5 contains 40829 members 
Mstep: Class 6 contains 2523 members 
Mstep: Class 7 contains 158597 members 
Mstep: Class 11 contains 4515 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205856 members 
Mstep: Class 14 contains 3276 members 
Mstep: Class 19 contains 13176 members 
Mstep: Class 20 contains 14565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104752.000000 Penalty: 43318.621094
Iteration 422Q: 14 clusters Score -8.110475e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 166797 members 
Mstep: Class 3 contains 35729 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 40824 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 158631 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205850 members 
Mstep: Class 14 contains 3274 members 
Mstep: Class 19 contains 13184 members 
Mstep: Class 20 contains 14569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104616.000000 Penalty: 43318.621094
Iteration 423Q: 14 clusters Score -8.110462e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 166747 members 
Mstep: Class 3 contains 35742 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 40819 members 
Mstep: Class 6 contains 2521 members 
Mstep: Class 7 contains 158657 members 
Mstep: Class 11 contains 4513 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205850 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 19 contains 13189 members 
Mstep: Class 20 contains 14577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104624.000000 Penalty: 43318.621094
Iteration 424Q: 14 clusters Score -8.110462e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 166685 members 
Mstep: Class 3 contains 35752 members 
Mstep: Class 4 contains 35524 members 
Mstep: Class 5 contains 40801 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 158711 members 
Mstep: Class 11 contains 4512 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205863 members 
Mstep: Class 14 contains 3270 members 
Mstep: Class 19 contains 13196 members 
Mstep: Class 20 contains 14575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104672.000000 Penalty: 43318.621094
Iteration 425Q: 14 clusters Score -8.110467e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 166612 members 
Mstep: Class 3 contains 35758 members 
Mstep: Class 4 contains 35529 members 
Mstep: Class 5 contains 40793 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 158750 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205884 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 19 contains 13201 members 
Mstep: Class 20 contains 14582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104696.000000 Penalty: 43318.621094
Iteration 426Q: 14 clusters Score -8.11047e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 166521 members 
Mstep: Class 3 contains 35766 members 
Mstep: Class 4 contains 35532 members 
Mstep: Class 5 contains 40776 members 
Mstep: Class 6 contains 2517 members 
Mstep: Class 7 contains 158792 members 
Mstep: Class 11 contains 4510 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205922 members 
Mstep: Class 14 contains 3273 members 
Mstep: Class 19 contains 13209 members 
Mstep: Class 20 contains 14589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104776.000000 Penalty: 43318.621094
Iteration 427Q: 14 clusters Score -8.110478e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 166450 members 
Mstep: Class 3 contains 35777 members 
Mstep: Class 4 contains 35531 members 
Mstep: Class 5 contains 40754 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 158825 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205957 members 
Mstep: Class 14 contains 3269 members 
Mstep: Class 19 contains 13218 members 
Mstep: Class 20 contains 14599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104664.000000 Penalty: 43318.621094
Iteration 428Q: 14 clusters Score -8.110466e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 166375 members 
Mstep: Class 3 contains 35786 members 
Mstep: Class 4 contains 35529 members 
Mstep: Class 5 contains 40731 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 158877 members 
Mstep: Class 11 contains 4509 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 205989 members 
Mstep: Class 14 contains 3267 members 
Mstep: Class 19 contains 13222 members 
Mstep: Class 20 contains 14604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104704.000000 Penalty: 43318.621094
Iteration 429Q: 14 clusters Score -8.11047e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166315 members 
Mstep: Class 3 contains 35787 members 
Mstep: Class 4 contains 35537 members 
Mstep: Class 5 contains 40720 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 158911 members 
Mstep: Class 11 contains 4507 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206007 members 
Mstep: Class 14 contains 3263 members 
Mstep: Class 19 contains 13235 members 
Mstep: Class 20 contains 14608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104872.000000 Penalty: 43318.621094
Iteration 430Q: 14 clusters Score -8.110487e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166253 members 
Mstep: Class 3 contains 35792 members 
Mstep: Class 4 contains 35541 members 
Mstep: Class 5 contains 40705 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 158951 members 
Mstep: Class 11 contains 4505 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206034 members 
Mstep: Class 14 contains 3259 members 
Mstep: Class 19 contains 13244 members 
Mstep: Class 20 contains 14606 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104768.000000 Penalty: 43318.621094
Iteration 431Q: 14 clusters Score -8.110477e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166214 members 
Mstep: Class 3 contains 35797 members 
Mstep: Class 4 contains 35540 members 
Mstep: Class 5 contains 40695 members 
Mstep: Class 6 contains 2519 members 
Mstep: Class 7 contains 158956 members 
Mstep: Class 11 contains 4503 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206062 members 
Mstep: Class 14 contains 3257 members 
Mstep: Class 19 contains 13251 members 
Mstep: Class 20 contains 14614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104808.000000 Penalty: 43318.621094
Iteration 432Q: 14 clusters Score -8.110481e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166191 members 
Mstep: Class 3 contains 35798 members 
Mstep: Class 4 contains 35543 members 
Mstep: Class 5 contains 40686 members 
Mstep: Class 6 contains 2518 members 
Mstep: Class 7 contains 158956 members 
Mstep: Class 11 contains 4503 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206070 members 
Mstep: Class 14 contains 3260 members 
Mstep: Class 19 contains 13256 members 
Mstep: Class 20 contains 14627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104736.000000 Penalty: 43318.621094
Iteration 433Q: 14 clusters Score -8.110474e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166168 members 
Mstep: Class 3 contains 35806 members 
Mstep: Class 4 contains 35545 members 
Mstep: Class 5 contains 40684 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 158950 members 
Mstep: Class 11 contains 4502 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206081 members 
Mstep: Class 14 contains 3256 members 
Mstep: Class 19 contains 13261 members 
Mstep: Class 20 contains 14639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104776.000000 Penalty: 43318.621094
Iteration 434Q: 14 clusters Score -8.110478e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166130 members 
Mstep: Class 3 contains 35813 members 
Mstep: Class 4 contains 35552 members 
Mstep: Class 5 contains 40683 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 158939 members 
Mstep: Class 11 contains 4500 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206105 members 
Mstep: Class 14 contains 3252 members 
Mstep: Class 19 contains 13267 members 
Mstep: Class 20 contains 14652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104768.000000 Penalty: 43318.621094
Iteration 435Q: 14 clusters Score -8.110477e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166075 members 
Mstep: Class 3 contains 35824 members 
Mstep: Class 4 contains 35556 members 
Mstep: Class 5 contains 40676 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 158934 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206151 members 
Mstep: Class 14 contains 3248 members 
Mstep: Class 19 contains 13276 members 
Mstep: Class 20 contains 14655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104696.000000 Penalty: 43318.621094
Iteration 436Q: 14 clusters Score -8.11047e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166041 members 
Mstep: Class 3 contains 35826 members 
Mstep: Class 4 contains 35564 members 
Mstep: Class 5 contains 40670 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 158919 members 
Mstep: Class 11 contains 4498 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206179 members 
Mstep: Class 14 contains 3245 members 
Mstep: Class 19 contains 13288 members 
Mstep: Class 20 contains 14662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104728.000000 Penalty: 43318.621094
Iteration 437Q: 14 clusters Score -8.110473e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 166008 members 
Mstep: Class 3 contains 35833 members 
Mstep: Class 4 contains 35560 members 
Mstep: Class 5 contains 40670 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 158918 members 
Mstep: Class 11 contains 4496 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206211 members 
Mstep: Class 14 contains 3246 members 
Mstep: Class 19 contains 13288 members 
Mstep: Class 20 contains 14662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104744.000000 Penalty: 43318.621094
Iteration 438Q: 14 clusters Score -8.110474e+07 nChanged 237
Entering ConstructFrom: 
Score: -81104744.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -289961.437500 Penalty: 1948.751221
	Iteration 0F: 2 clusters Score -289961.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -286942.843750 Penalty: 3897.502441
	Iteration 0F: 3 clusters Score -286942.8 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -287469.312500 Penalty: 3897.502441
	Iteration 1F: 3 clusters Score -287469.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -287629.625000 Penalty: 3897.502441
	Iteration 2F: 3 clusters Score -287629.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -287738.406250 Penalty: 3897.502441
	Iteration 3Q: 3 clusters Score -287738.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -287813.562500 Penalty: 3897.502441
	Iteration 4Q: 3 clusters Score -287813.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -287863.406250 Penalty: 3897.502441
	Iteration 5Q: 3 clusters Score -287863.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -287894.906250 Penalty: 3897.502441
	Iteration 6Q: 3 clusters Score -287894.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -287933.812500 Penalty: 3897.502441
	Iteration 7Q: 3 clusters Score -287933.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -287956.625000 Penalty: 3897.502441
	Iteration 8Q: 3 clusters Score -287956.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -287980.781250 Penalty: 3897.502441
	Iteration 9Q: 3 clusters Score -287980.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -288001.562500 Penalty: 3897.502441
	Iteration 10Q: 3 clusters Score -288001.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -288017.937500 Penalty: 3897.502441
	Iteration 11Q: 3 clusters Score -288017.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -288032.656250 Penalty: 3897.502441
	Iteration 12Q: 3 clusters Score -288032.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -288045.875000 Penalty: 3897.502441
	Iteration 13Q: 3 clusters Score -288045.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -288058.156250 Penalty: 3897.502441
	Iteration 14Q: 3 clusters Score -288058.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -288075.187500 Penalty: 3897.502441
	Iteration 15Q: 3 clusters Score -288075.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -288087.062500 Penalty: 3897.502441
	Iteration 16Q: 3 clusters Score -288087.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -288101.843750 Penalty: 3897.502441
	Iteration 17Q: 3 clusters Score -288101.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -288117.906250 Penalty: 3897.502441
	Iteration 18Q: 3 clusters Score -288117.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -288129.906250 Penalty: 3897.502441
	Iteration 19Q: 3 clusters Score -288129.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -288144.500000 Penalty: 3897.502441
	Iteration 20F: 3 clusters Score -288144.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -288150.468750 Penalty: 3897.502441
	Iteration 21Q: 3 clusters Score -288150.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -288155.437500 Penalty: 3897.502441
	Iteration 22Q: 3 clusters Score -288155.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -288160.156250 Penalty: 3897.502441
	Iteration 23Q: 3 clusters Score -288160.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -288167.468750 Penalty: 3897.502441
	Iteration 24Q: 3 clusters Score -288167.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -288175.687500 Penalty: 3897.502441
	Iteration 25Q: 3 clusters Score -288175.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -288179.781250 Penalty: 3897.502441
	Iteration 26Q: 3 clusters Score -288179.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -288186.750000 Penalty: 3897.502441
	Iteration 27Q: 3 clusters Score -288186.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -288196.843750 Penalty: 3897.502441
	Iteration 28Q: 3 clusters Score -288196.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -288202.500000 Penalty: 3897.502441
	Iteration 29Q: 3 clusters Score -288202.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -288210.000000 Penalty: 3897.502441
	Iteration 30Q: 3 clusters Score -288210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -288215.031250 Penalty: 3897.502441
	Iteration 31Q: 3 clusters Score -288215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -288220.531250 Penalty: 3897.502441
	Iteration 32Q: 3 clusters Score -288220.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -288225.750000 Penalty: 3897.502441
	Iteration 33Q: 3 clusters Score -288225.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -288228.125000 Penalty: 3897.502441
	Iteration 34Q: 3 clusters Score -288228.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -288229.562500 Penalty: 3897.502441
	Iteration 35Q: 3 clusters Score -288229.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -288231.687500 Penalty: 3897.502441
	Iteration 36Q: 3 clusters Score -288231.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -288234.312500 Penalty: 3897.502441
	Iteration 37Q: 3 clusters Score -288234.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -288236.312500 Penalty: 3897.502441
	Iteration 38Q: 3 clusters Score -288236.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -288238.968750 Penalty: 3897.502441
	Iteration 39Q: 3 clusters Score -288239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -288239.125000 Penalty: 3897.502441
	Iteration 40F: 3 clusters Score -288239.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -288240.062500 Penalty: 3897.502441
	Iteration 41Q: 3 clusters Score -288240.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -288241.562500 Penalty: 3897.502441
	Iteration 42Q: 3 clusters Score -288241.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -288243.781250 Penalty: 3897.502441
	Iteration 43Q: 3 clusters Score -288243.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -288245.562500 Penalty: 3897.502441
	Iteration 44Q: 3 clusters Score -288245.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -288246.062500 Penalty: 3897.502441
	Iteration 45Q: 3 clusters Score -288246.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -288246.906250 Penalty: 3897.502441
	Iteration 46Q: 3 clusters Score -288246.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -288247.093750 Penalty: 3897.502441
	Iteration 47Q: 3 clusters Score -288247.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -288248.937500 Penalty: 3897.502441
	Iteration 48Q: 3 clusters Score -288248.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -288249.781250 Penalty: 3897.502441
	Iteration 49Q: 3 clusters Score -288249.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -288250.000000 Penalty: 3897.502441
	Iteration 50Q: 3 clusters Score -288250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -288250.000000 Penalty: 3897.502441
	Iteration 51F: 3 clusters Score -288250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (165968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Entering Unmasked Estep 
Score: -19986936.000000 Penalty: 2980.848389
	Iteration 0F: 2 clusters Score -1.998694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 83438 members 
Entering Unmasked Estep 
Score: -19876532.000000 Penalty: 5961.696777
	Iteration 0F: 3 clusters Score -1.987653e+07 nChanged 79563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74287 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -19923424.000000 Penalty: 5961.696777
	Iteration 1F: 3 clusters Score -1.992342e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69468 members 
Mstep: Class 2 contains 96500 members 
Entering Unmasked Estep 
Score: -19925362.000000 Penalty: 5961.696777
	Iteration 2Q: 3 clusters Score -1.992536e+07 nChanged 7727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62359 members 
Mstep: Class 2 contains 103609 members 
Entering Unmasked Estep 
Score: -19928976.000000 Penalty: 5961.696777
	Iteration 3Q: 3 clusters Score -1.992898e+07 nChanged 10410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 113751 members 
Entering Unmasked Estep 
Score: -19935712.000000 Penalty: 5961.696777
	Iteration 4F: 3 clusters Score -1.993571e+07 nChanged 13275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 126952 members 
Entering Unmasked Estep 
Score: -19946530.000000 Penalty: 5961.696777
	Iteration 5F: 3 clusters Score -1.994653e+07 nChanged 14434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24596 members 
Mstep: Class 2 contains 141372 members 
Entering Unmasked Estep 
Score: -19960054.000000 Penalty: 5961.696777
	Iteration 6F: 3 clusters Score -1.996005e+07 nChanged 12041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 153413 members 
Entering Unmasked Estep 
Score: -19972196.000000 Penalty: 5961.696777
	Iteration 7F: 3 clusters Score -1.99722e+07 nChanged 7485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 160898 members 
Entering Unmasked Estep 
Score: -19979694.000000 Penalty: 5961.696777
	Iteration 8Q: 3 clusters Score -1.997969e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -19982670.000000 Penalty: 5961.696777
	Iteration 9Q: 3 clusters Score -1.998267e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 165361 members 
Entering Unmasked Estep 
Score: -19983734.000000 Penalty: 5961.696777
	Iteration 10Q: 3 clusters Score -1.998373e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 165650 members 
Entering Unmasked Estep 
Score: -19983988.000000 Penalty: 5961.696777
	Iteration 11Q: 3 clusters Score -1.998399e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 165727 members 
Entering Unmasked Estep 
Score: -19984144.000000 Penalty: 5961.696777
	Iteration 12Q: 3 clusters Score -1.998414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 165753 members 
Entering Unmasked Estep 
Score: -19984194.000000 Penalty: 5961.696777
	Iteration 13Q: 3 clusters Score -1.998419e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 165765 members 
Entering Unmasked Estep 
Score: -19984216.000000 Penalty: 5961.696777
	Iteration 14Q: 3 clusters Score -1.998422e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 165774 members 
Entering Unmasked Estep 
Score: -19984230.000000 Penalty: 5961.696777
	Iteration 15Q: 3 clusters Score -1.998423e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 165781 members 
Entering Unmasked Estep 
Score: -19984240.000000 Penalty: 5961.696777
	Iteration 16Q: 3 clusters Score -1.998424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165782 members 
Entering Unmasked Estep 
Score: -19984234.000000 Penalty: 5961.696777
	Iteration 17Q: 3 clusters Score -1.998423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165782 members 
Entering Unmasked Estep 
Score: -19984246.000000 Penalty: 5961.696777
	Iteration 18Q: 3 clusters Score -1.998425e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 165783 members 
Entering Unmasked Estep 
Score: -19984262.000000 Penalty: 5961.696777
	Iteration 19Q: 3 clusters Score -1.998426e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 165784 members 
Entering Unmasked Estep 
Score: -19984260.000000 Penalty: 5961.696777
	Iteration 20F: 3 clusters Score -1.998426e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35848 members 
Entering Unmasked Estep 
Score: -4297087.500000 Penalty: 2600.786865
	Iteration 0F: 2 clusters Score -4297088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -4272747.000000 Penalty: 5201.573730
	Iteration 0F: 3 clusters Score -4272747 nChanged 16327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4281489.000000 Penalty: 5201.573730
	Iteration 1F: 3 clusters Score -4281489 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -4281953.000000 Penalty: 5201.573730
	Iteration 2Q: 3 clusters Score -4281953 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -4282397.000000 Penalty: 5201.573730
	Iteration 3Q: 3 clusters Score -4282397 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4282904.500000 Penalty: 5201.573730
	Iteration 4Q: 3 clusters Score -4282904 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -4283597.500000 Penalty: 5201.573730
	Iteration 5Q: 3 clusters Score -4283598 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 24596 members 
Entering Unmasked Estep 
Score: -4284668.000000 Penalty: 5201.573730
	Iteration 6F: 3 clusters Score -4284668 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 27015 members 
Entering Unmasked Estep 
Score: -4286397.000000 Penalty: 5201.573730
	Iteration 7F: 3 clusters Score -4286397 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 29829 members 
Entering Unmasked Estep 
Score: -4288844.500000 Penalty: 5201.573730
	Iteration 8F: 3 clusters Score -4288844 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 32499 members 
Entering Unmasked Estep 
Score: -4291446.000000 Penalty: 5201.573730
	Iteration 9F: 3 clusters Score -4291446 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 34308 members 
Entering Unmasked Estep 
Score: -4293267.000000 Penalty: 5201.573730
	Iteration 10F: 3 clusters Score -4293267 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 35206 members 
Entering Unmasked Estep 
Score: -4294189.000000 Penalty: 5201.573730
	Iteration 11Q: 3 clusters Score -4294189 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -4294513.500000 Penalty: 5201.573730
	Iteration 12Q: 3 clusters Score -4294514 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 35585 members 
Entering Unmasked Estep 
Score: -4294663.500000 Penalty: 5201.573730
	Iteration 13Q: 3 clusters Score -4294664 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -4294774.000000 Penalty: 5201.573730
	Iteration 14Q: 3 clusters Score -4294774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4294823.500000 Penalty: 5201.573730
	Iteration 15Q: 3 clusters Score -4294824 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -4294841.000000 Penalty: 5201.573730
	Iteration 16Q: 3 clusters Score -4294841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -4294850.500000 Penalty: 5201.573730
	Iteration 17Q: 3 clusters Score -4294850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -4294860.500000 Penalty: 5201.573730
	Iteration 18Q: 3 clusters Score -4294860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4294866.000000 Penalty: 5201.573730
	Iteration 19Q: 3 clusters Score -4294866 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 35658 members 
Entering Unmasked Estep 
Score: -4294865.500000 Penalty: 5201.573730
	Iteration 20F: 3 clusters Score -4294866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35558 members 
Entering Unmasked Estep 
Score: -4130328.500000 Penalty: 2598.772217
	Iteration 0F: 2 clusters Score -4130328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
Score: -4106187.500000 Penalty: 5197.544434
	Iteration 0F: 3 clusters Score -4106188 nChanged 16128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -4115066.250000 Penalty: 5197.544434
	Iteration 1F: 3 clusters Score -4115066 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -4115653.500000 Penalty: 5197.544434
	Iteration 2Q: 3 clusters Score -4115654 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -4116266.500000 Penalty: 5197.544434
	Iteration 3Q: 3 clusters Score -4116266 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4117114.500000 Penalty: 5197.544434
	Iteration 4Q: 3 clusters Score -4117114 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -4118245.250000 Penalty: 5197.544434
	Iteration 5Q: 3 clusters Score -4118245 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -4119631.500000 Penalty: 5197.544434
	Iteration 6F: 3 clusters Score -4119632 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26995 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -4121260.250000 Penalty: 5197.544434
	Iteration 7F: 3 clusters Score -4121260 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -4123127.250000 Penalty: 5197.544434
	Iteration 8F: 3 clusters Score -4123127 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -4124888.500000 Penalty: 5197.544434
	Iteration 9F: 3 clusters Score -4124888 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -4126169.000000 Penalty: 5197.544434
	Iteration 10Q: 3 clusters Score -4126169 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33115 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -4126964.250000 Penalty: 5197.544434
	Iteration 11Q: 3 clusters Score -4126964 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33603 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4127390.500000 Penalty: 5197.544434
	Iteration 12Q: 3 clusters Score -4127390 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -4127630.500000 Penalty: 5197.544434
	Iteration 13Q: 3 clusters Score -4127630 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -4127792.000000 Penalty: 5197.544434
	Iteration 14Q: 3 clusters Score -4127792 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -4127900.500000 Penalty: 5197.544434
	Iteration 15Q: 3 clusters Score -4127900 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34297 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4127985.000000 Penalty: 5197.544434
	Iteration 16Q: 3 clusters Score -4127985 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34366 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -4128043.250000 Penalty: 5197.544434
	Iteration 17Q: 3 clusters Score -4128043 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34411 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -4128095.000000 Penalty: 5197.544434
	Iteration 18Q: 3 clusters Score -4128095 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34449 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4128141.250000 Penalty: 5197.544434
	Iteration 19Q: 3 clusters Score -4128141 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34466 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -4128170.000000 Penalty: 5197.544434
	Iteration 20F: 3 clusters Score -4128170 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34476 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -4128195.000000 Penalty: 5197.544434
	Iteration 21Q: 3 clusters Score -4128195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -4128219.750000 Penalty: 5197.544434
	Iteration 22Q: 3 clusters Score -4128220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34502 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4128242.250000 Penalty: 5197.544434
	Iteration 23Q: 3 clusters Score -4128242 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -4128260.000000 Penalty: 5197.544434
	Iteration 24Q: 3 clusters Score -4128260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -4128267.000000 Penalty: 5197.544434
	Iteration 25Q: 3 clusters Score -4128267 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34527 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -4128283.750000 Penalty: 5197.544434
	Iteration 26Q: 3 clusters Score -4128284 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -4128291.250000 Penalty: 5197.544434
	Iteration 27Q: 3 clusters Score -4128291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34531 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -4128285.750000 Penalty: 5197.544434
	Iteration 28Q: 3 clusters Score -4128286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -4128296.250000 Penalty: 5197.544434
	Iteration 29Q: 3 clusters Score -4128296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4128299.000000 Penalty: 5197.544434
	Iteration 30Q: 3 clusters Score -4128299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4128300.000000 Penalty: 5197.544434
	Iteration 31Q: 3 clusters Score -4128300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4128306.250000 Penalty: 5197.544434
	Iteration 32Q: 3 clusters Score -4128306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -4128303.000000 Penalty: 5197.544434
	Iteration 33Q: 3 clusters Score -4128303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4128303.500000 Penalty: 5197.544434
	Iteration 34Q: 3 clusters Score -4128304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -4128311.500000 Penalty: 5197.544434
	Iteration 35Q: 3 clusters Score -4128312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4128311.500000 Penalty: 5197.544434
	Iteration 36Q: 3 clusters Score -4128312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -4128313.250000 Penalty: 5197.544434
	Iteration 37Q: 3 clusters Score -4128313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4128314.250000 Penalty: 5197.544434
	Iteration 38Q: 3 clusters Score -4128314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4128314.250000 Penalty: 5197.544434
	Iteration 39F: 3 clusters Score -4128314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40669 members 
Entering Unmasked Estep 
Score: -4945829.500000 Penalty: 2632.078857
	Iteration 0F: 2 clusters Score -4945830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -4918400.500000 Penalty: 5264.157715
	Iteration 0F: 3 clusters Score -4918400 nChanged 18649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -4928587.500000 Penalty: 5264.157715
	Iteration 1F: 3 clusters Score -4928588 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -4929083.500000 Penalty: 5264.157715
	Iteration 2Q: 3 clusters Score -4929084 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4929733.000000 Penalty: 5264.157715
	Iteration 3Q: 3 clusters Score -4929733 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -4930555.000000 Penalty: 5264.157715
	Iteration 4Q: 3 clusters Score -4930555 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4931814.000000 Penalty: 5264.157715
	Iteration 5F: 3 clusters Score -4931814 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4933834.000000 Penalty: 5264.157715
	Iteration 6F: 3 clusters Score -4933834 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12028 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -4936504.000000 Penalty: 5264.157715
	Iteration 7F: 3 clusters Score -4936504 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -4939465.500000 Penalty: 5264.157715
	Iteration 8F: 3 clusters Score -4939466 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -4941858.000000 Penalty: 5264.157715
	Iteration 9F: 3 clusters Score -4941858 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -4943219.000000 Penalty: 5264.157715
	Iteration 10Q: 3 clusters Score -4943219 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -4943736.500000 Penalty: 5264.157715
	Iteration 11Q: 3 clusters Score -4943736 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -4943973.000000 Penalty: 5264.157715
	Iteration 12Q: 3 clusters Score -4943973 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -4944082.000000 Penalty: 5264.157715
	Iteration 13Q: 3 clusters Score -4944082 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -4944132.500000 Penalty: 5264.157715
	Iteration 14Q: 3 clusters Score -4944132 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -4944168.500000 Penalty: 5264.157715
	Iteration 15Q: 3 clusters Score -4944168 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4944200.500000 Penalty: 5264.157715
	Iteration 16Q: 3 clusters Score -4944200 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -4944228.500000 Penalty: 5264.157715
	Iteration 17Q: 3 clusters Score -4944228 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 34236 members 
Entering Unmasked Estep 
Score: -4944252.500000 Penalty: 5264.157715
	Iteration 18Q: 3 clusters Score -4944252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 34316 members 
Entering Unmasked Estep 
Score: -4944263.000000 Penalty: 5264.157715
	Iteration 19Q: 3 clusters Score -4944263 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -4944266.000000 Penalty: 5264.157715
	Iteration 20F: 3 clusters Score -4944266 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -4944289.500000 Penalty: 5264.157715
	Iteration 21Q: 3 clusters Score -4944290 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4944295.000000 Penalty: 5264.157715
	Iteration 22Q: 3 clusters Score -4944295 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 34526 members 
Entering Unmasked Estep 
Score: -4944309.000000 Penalty: 5264.157715
	Iteration 23Q: 3 clusters Score -4944309 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 34561 members 
Entering Unmasked Estep 
Score: -4944305.500000 Penalty: 5264.157715
	Iteration 24Q: 3 clusters Score -4944306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -4944313.500000 Penalty: 5264.157715
	Iteration 25Q: 3 clusters Score -4944314 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -4944321.500000 Penalty: 5264.157715
	Iteration 26Q: 3 clusters Score -4944322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -4944326.500000 Penalty: 5264.157715
	Iteration 27Q: 3 clusters Score -4944326 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4944341.500000 Penalty: 5264.157715
	Iteration 28Q: 3 clusters Score -4944342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -4944347.500000 Penalty: 5264.157715
	Iteration 29Q: 3 clusters Score -4944348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 34793 members 
Entering Unmasked Estep 
Score: -4944344.000000 Penalty: 5264.157715
	Iteration 30Q: 3 clusters Score -4944344 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 34826 members 
Entering Unmasked Estep 
Score: -4944352.500000 Penalty: 5264.157715
	Iteration 31Q: 3 clusters Score -4944352 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -4944335.500000 Penalty: 5264.157715
	Iteration 32Q: 3 clusters Score -4944336 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4944350.500000 Penalty: 5264.157715
	Iteration 33Q: 3 clusters Score -4944350 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 34916 members 
Entering Unmasked Estep 
Score: -4944360.000000 Penalty: 5264.157715
	Iteration 34Q: 3 clusters Score -4944360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 34938 members 
Entering Unmasked Estep 
Score: -4944371.500000 Penalty: 5264.157715
	Iteration 35Q: 3 clusters Score -4944372 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 34956 members 
Entering Unmasked Estep 
Score: -4944374.000000 Penalty: 5264.157715
	Iteration 36Q: 3 clusters Score -4944374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4944379.000000 Penalty: 5264.157715
	Iteration 37Q: 3 clusters Score -4944379 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 34993 members 
Entering Unmasked Estep 
Score: -4944388.000000 Penalty: 5264.157715
	Iteration 38Q: 3 clusters Score -4944388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 35012 members 
Entering Unmasked Estep 
Score: -4944380.500000 Penalty: 5264.157715
	Iteration 39Q: 3 clusters Score -4944380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 35031 members 
Entering Unmasked Estep 
Score: -4944391.000000 Penalty: 5264.157715
	Iteration 40F: 3 clusters Score -4944391 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -4944396.000000 Penalty: 5264.157715
	Iteration 41Q: 3 clusters Score -4944396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4944384.500000 Penalty: 5264.157715
	Iteration 42Q: 3 clusters Score -4944384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 35110 members 
Entering Unmasked Estep 
Score: -4944387.000000 Penalty: 5264.157715
	Iteration 43Q: 3 clusters Score -4944387 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -4944387.500000 Penalty: 5264.157715
	Iteration 44Q: 3 clusters Score -4944388 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 35157 members 
Entering Unmasked Estep 
Score: -4944392.000000 Penalty: 5264.157715
	Iteration 45Q: 3 clusters Score -4944392 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 35183 members 
Entering Unmasked Estep 
Score: -4944398.500000 Penalty: 5264.157715
	Iteration 46Q: 3 clusters Score -4944398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -4944393.500000 Penalty: 5264.157715
	Iteration 47Q: 3 clusters Score -4944394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4944395.000000 Penalty: 5264.157715
	Iteration 48Q: 3 clusters Score -4944395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 35232 members 
Entering Unmasked Estep 
Score: -4944398.000000 Penalty: 5264.157715
	Iteration 49Q: 3 clusters Score -4944398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -4944391.500000 Penalty: 5264.157715
	Iteration 50Q: 3 clusters Score -4944392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -4944391.500000 Penalty: 5264.157715
	Iteration 51Q: 3 clusters Score -4944392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -4944396.000000 Penalty: 5264.157715
	Iteration 52Q: 3 clusters Score -4944396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4944402.000000 Penalty: 5264.157715
	Iteration 53Q: 3 clusters Score -4944402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -4944404.500000 Penalty: 5264.157715
	Iteration 54Q: 3 clusters Score -4944404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -4944406.000000 Penalty: 5264.157715
	Iteration 55Q: 3 clusters Score -4944406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 35322 members 
Entering Unmasked Estep 
Score: -4944402.500000 Penalty: 5264.157715
	Iteration 56Q: 3 clusters Score -4944402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -4944403.500000 Penalty: 5264.157715
	Iteration 57Q: 3 clusters Score -4944404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 35336 members 
Entering Unmasked Estep 
Score: -4944399.500000 Penalty: 5264.157715
	Iteration 58Q: 3 clusters Score -4944400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -4944407.000000 Penalty: 5264.157715
	Iteration 59Q: 3 clusters Score -4944407 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4944404.500000 Penalty: 5264.157715
	Iteration 60F: 3 clusters Score -4944404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -4944408.000000 Penalty: 5264.157715
	Iteration 61Q: 3 clusters Score -4944408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -4944404.500000 Penalty: 5264.157715
	Iteration 62Q: 3 clusters Score -4944404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 35354 members 
Entering Unmasked Estep 
Score: -4944405.000000 Penalty: 5264.157715
	Iteration 63Q: 3 clusters Score -4944405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4944407.500000 Penalty: 5264.157715
	Iteration 64Q: 3 clusters Score -4944408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -4944409.000000 Penalty: 5264.157715
	Iteration 65Q: 3 clusters Score -4944409 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 35357 members 
Entering Unmasked Estep 
Score: -4944409.500000 Penalty: 5264.157715
	Iteration 66Q: 3 clusters Score -4944410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4944413.000000 Penalty: 5264.157715
	Iteration 67Q: 3 clusters Score -4944413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -4944413.500000 Penalty: 5264.157715
	Iteration 68Q: 3 clusters Score -4944414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -4944411.500000 Penalty: 5264.157715
	Iteration 69Q: 3 clusters Score -4944412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4944414.500000 Penalty: 5264.157715
	Iteration 70Q: 3 clusters Score -4944414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 35364 members 
Entering Unmasked Estep 
Score: -4944414.500000 Penalty: 5264.157715
	Iteration 71F: 3 clusters Score -4944414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Entering Unmasked Estep 
Score: -309827.968750 Penalty: 1941.945557
	Iteration 0F: 2 clusters Score -309828 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -306881.750000 Penalty: 3883.891113
	Iteration 0F: 3 clusters Score -306881.8 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -307406.750000 Penalty: 3883.891113
	Iteration 1F: 3 clusters Score -307406.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -307529.781250 Penalty: 3883.891113
	Iteration 2F: 3 clusters Score -307529.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -307605.843750 Penalty: 3883.891113
	Iteration 3Q: 3 clusters Score -307605.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -307651.000000 Penalty: 3883.891113
	Iteration 4Q: 3 clusters Score -307651 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -307675.375000 Penalty: 3883.891113
	Iteration 5Q: 3 clusters Score -307675.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -307693.250000 Penalty: 3883.891113
	Iteration 6Q: 3 clusters Score -307693.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -307710.500000 Penalty: 3883.891113
	Iteration 7Q: 3 clusters Score -307710.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -307725.843750 Penalty: 3883.891113
	Iteration 8Q: 3 clusters Score -307725.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -307733.343750 Penalty: 3883.891113
	Iteration 9Q: 3 clusters Score -307733.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -307739.156250 Penalty: 3883.891113
	Iteration 10Q: 3 clusters Score -307739.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -307746.750000 Penalty: 3883.891113
	Iteration 11Q: 3 clusters Score -307746.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -307753.375000 Penalty: 3883.891113
	Iteration 12Q: 3 clusters Score -307753.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -307758.406250 Penalty: 3883.891113
	Iteration 13Q: 3 clusters Score -307758.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -307761.312500 Penalty: 3883.891113
	Iteration 14Q: 3 clusters Score -307761.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -307762.312500 Penalty: 3883.891113
	Iteration 15Q: 3 clusters Score -307762.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -307762.906250 Penalty: 3883.891113
	Iteration 16Q: 3 clusters Score -307762.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -307762.906250 Penalty: 3883.891113
	Iteration 17F: 3 clusters Score -307762.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (158931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158931 members 
Entering Unmasked Estep 
Score: -19134312.000000 Penalty: 2970.104004
	Iteration 0F: 2 clusters Score -1.913431e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79605 members 
Mstep: Class 2 contains 79326 members 
Entering Unmasked Estep 
Score: -19029260.000000 Penalty: 5940.208008
	Iteration 0F: 3 clusters Score -1.902926e+07 nChanged 76094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81177 members 
Mstep: Class 2 contains 77754 members 
Entering Unmasked Estep 
Score: -19072914.000000 Penalty: 5940.208008
	Iteration 1F: 3 clusters Score -1.907291e+07 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82339 members 
Mstep: Class 2 contains 76592 members 
Entering Unmasked Estep 
Score: -19073876.000000 Penalty: 5940.208008
	Iteration 2Q: 3 clusters Score -1.907388e+07 nChanged 4726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84173 members 
Mstep: Class 2 contains 74758 members 
Entering Unmasked Estep 
Score: -19075132.000000 Penalty: 5940.208008
	Iteration 3Q: 3 clusters Score -1.907513e+07 nChanged 5615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87118 members 
Mstep: Class 2 contains 71813 members 
Entering Unmasked Estep 
Score: -19076860.000000 Penalty: 5940.208008
	Iteration 4Q: 3 clusters Score -1.907686e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91583 members 
Mstep: Class 2 contains 67348 members 
Entering Unmasked Estep 
Score: -19079500.000000 Penalty: 5940.208008
	Iteration 5Q: 3 clusters Score -1.90795e+07 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97970 members 
Mstep: Class 2 contains 60961 members 
Entering Unmasked Estep 
Score: -19083920.000000 Penalty: 5940.208008
	Iteration 6F: 3 clusters Score -1.908392e+07 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106683 members 
Mstep: Class 2 contains 52248 members 
Entering Unmasked Estep 
Score: -19090810.000000 Penalty: 5940.208008
	Iteration 7F: 3 clusters Score -1.909081e+07 nChanged 11705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116860 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -19100034.000000 Penalty: 5940.208008
	Iteration 8F: 3 clusters Score -1.910003e+07 nChanged 11273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126977 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -19109752.000000 Penalty: 5940.208008
	Iteration 9F: 3 clusters Score -1.910975e+07 nChanged 8992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135179 members 
Mstep: Class 2 contains 23752 members 
Entering Unmasked Estep 
Score: -19117718.000000 Penalty: 5940.208008
	Iteration 10F: 3 clusters Score -1.911772e+07 nChanged 6269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140834 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -19122826.000000 Penalty: 5940.208008
	Iteration 11Q: 3 clusters Score -1.912283e+07 nChanged 4126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144530 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -19125858.000000 Penalty: 5940.208008
	Iteration 12Q: 3 clusters Score -1.912586e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147129 members 
Mstep: Class 2 contains 11802 members 
Entering Unmasked Estep 
Score: -19127664.000000 Penalty: 5940.208008
	Iteration 13Q: 3 clusters Score -1.912766e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149128 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -19128904.000000 Penalty: 5940.208008
	Iteration 14Q: 3 clusters Score -1.91289e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150736 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -19129716.000000 Penalty: 5940.208008
	Iteration 15Q: 3 clusters Score -1.912972e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151981 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -19130318.000000 Penalty: 5940.208008
	Iteration 16Q: 3 clusters Score -1.913032e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153008 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -19130746.000000 Penalty: 5940.208008
	Iteration 17Q: 3 clusters Score -1.913075e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153835 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -19131020.000000 Penalty: 5940.208008
	Iteration 18Q: 3 clusters Score -1.913102e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154519 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -19131216.000000 Penalty: 5940.208008
	Iteration 19Q: 3 clusters Score -1.913122e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155076 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -19131456.000000 Penalty: 5940.208008
	Iteration 20F: 3 clusters Score -1.913146e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155505 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -19131598.000000 Penalty: 5940.208008
	Iteration 21Q: 3 clusters Score -1.91316e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155860 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -19131694.000000 Penalty: 5940.208008
	Iteration 22Q: 3 clusters Score -1.913169e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156161 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -19131786.000000 Penalty: 5940.208008
	Iteration 23Q: 3 clusters Score -1.913179e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156408 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -19131766.000000 Penalty: 5940.208008
	Iteration 24Q: 3 clusters Score -1.913177e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -19131832.000000 Penalty: 5940.208008
	Iteration 25Q: 3 clusters Score -1.913183e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156782 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -19131892.000000 Penalty: 5940.208008
	Iteration 26Q: 3 clusters Score -1.913189e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156918 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -19131902.000000 Penalty: 5940.208008
	Iteration 27Q: 3 clusters Score -1.91319e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -19131978.000000 Penalty: 5940.208008
	Iteration 28Q: 3 clusters Score -1.913198e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157133 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -19132014.000000 Penalty: 5940.208008
	Iteration 29Q: 3 clusters Score -1.913201e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157229 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -19131990.000000 Penalty: 5940.208008
	Iteration 30Q: 3 clusters Score -1.913199e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157313 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -19132002.000000 Penalty: 5940.208008
	Iteration 31Q: 3 clusters Score -1.9132e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157376 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -19132012.000000 Penalty: 5940.208008
	Iteration 32Q: 3 clusters Score -1.913201e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157435 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -19132024.000000 Penalty: 5940.208008
	Iteration 33Q: 3 clusters Score -1.913202e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157483 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -19132012.000000 Penalty: 5940.208008
	Iteration 34Q: 3 clusters Score -1.913201e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157526 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -19132008.000000 Penalty: 5940.208008
	Iteration 35Q: 3 clusters Score -1.913201e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157554 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -19132022.000000 Penalty: 5940.208008
	Iteration 36Q: 3 clusters Score -1.913202e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157585 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -19132034.000000 Penalty: 5940.208008
	Iteration 37Q: 3 clusters Score -1.913203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157600 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -19132034.000000 Penalty: 5940.208008
	Iteration 38Q: 3 clusters Score -1.913203e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157629 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -19132026.000000 Penalty: 5940.208008
	Iteration 39Q: 3 clusters Score -1.913203e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157646 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -19132018.000000 Penalty: 5940.208008
	Iteration 40F: 3 clusters Score -1.913202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157656 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -19132036.000000 Penalty: 5940.208008
	Iteration 41Q: 3 clusters Score -1.913204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157668 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -19132044.000000 Penalty: 5940.208008
	Iteration 42Q: 3 clusters Score -1.913204e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157684 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19132056.000000 Penalty: 5940.208008
	Iteration 43Q: 3 clusters Score -1.913206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157700 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -19132054.000000 Penalty: 5940.208008
	Iteration 44Q: 3 clusters Score -1.913205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157711 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19132072.000000 Penalty: 5940.208008
	Iteration 45Q: 3 clusters Score -1.913207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157720 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -19132068.000000 Penalty: 5940.208008
	Iteration 46Q: 3 clusters Score -1.913207e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157734 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -19132074.000000 Penalty: 5940.208008
	Iteration 47Q: 3 clusters Score -1.913207e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157744 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -19132080.000000 Penalty: 5940.208008
	Iteration 48Q: 3 clusters Score -1.913208e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157750 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19132072.000000 Penalty: 5940.208008
	Iteration 49Q: 3 clusters Score -1.913207e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157754 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -19132076.000000 Penalty: 5940.208008
	Iteration 50Q: 3 clusters Score -1.913208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157757 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -19132082.000000 Penalty: 5940.208008
	Iteration 51Q: 3 clusters Score -1.913208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157758 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -19132096.000000 Penalty: 5940.208008
	Iteration 52Q: 3 clusters Score -1.91321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157760 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -19132088.000000 Penalty: 5940.208008
	Iteration 53Q: 3 clusters Score -1.913209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19132082.000000 Penalty: 5940.208008
	Iteration 54Q: 3 clusters Score -1.913208e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157761 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -19132082.000000 Penalty: 5940.208008
	Iteration 55F: 3 clusters Score -1.913208e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Entering Unmasked Estep 
Score: -528402.375000 Penalty: 2085.858887
	Iteration 0F: 2 clusters Score -528402.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -524201.000000 Penalty: 4171.717773
	Iteration 0F: 3 clusters Score -524201 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -525219.687500 Penalty: 4171.717773
	Iteration 1F: 3 clusters Score -525219.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -525449.875000 Penalty: 4171.717773
	Iteration 2F: 3 clusters Score -525449.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -525611.000000 Penalty: 4171.717773
	Iteration 3F: 3 clusters Score -525611 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -525720.437500 Penalty: 4171.717773
	Iteration 4Q: 3 clusters Score -525720.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -525803.875000 Penalty: 4171.717773
	Iteration 5Q: 3 clusters Score -525803.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -525879.687500 Penalty: 4171.717773
	Iteration 6Q: 3 clusters Score -525879.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -525950.062500 Penalty: 4171.717773
	Iteration 7Q: 3 clusters Score -525950.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -526020.625000 Penalty: 4171.717773
	Iteration 8Q: 3 clusters Score -526020.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -526088.750000 Penalty: 4171.717773
	Iteration 9Q: 3 clusters Score -526088.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -526142.812500 Penalty: 4171.717773
	Iteration 10Q: 3 clusters Score -526142.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -526181.437500 Penalty: 4171.717773
	Iteration 11Q: 3 clusters Score -526181.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -526218.750000 Penalty: 4171.717773
	Iteration 12Q: 3 clusters Score -526218.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -526253.750000 Penalty: 4171.717773
	Iteration 13Q: 3 clusters Score -526253.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -526290.750000 Penalty: 4171.717773
	Iteration 14Q: 3 clusters Score -526290.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -526317.750000 Penalty: 4171.717773
	Iteration 15Q: 3 clusters Score -526317.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -526334.937500 Penalty: 4171.717773
	Iteration 16Q: 3 clusters Score -526334.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -526355.937500 Penalty: 4171.717773
	Iteration 17Q: 3 clusters Score -526355.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -526382.937500 Penalty: 4171.717773
	Iteration 18Q: 3 clusters Score -526382.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -526417.812500 Penalty: 4171.717773
	Iteration 19Q: 3 clusters Score -526417.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -526449.250000 Penalty: 4171.717773
	Iteration 20F: 3 clusters Score -526449.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -526471.437500 Penalty: 4171.717773
	Iteration 21Q: 3 clusters Score -526471.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -526494.750000 Penalty: 4171.717773
	Iteration 22Q: 3 clusters Score -526494.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -526511.812500 Penalty: 4171.717773
	Iteration 23Q: 3 clusters Score -526511.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -526534.937500 Penalty: 4171.717773
	Iteration 24Q: 3 clusters Score -526534.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -526553.812500 Penalty: 4171.717773
	Iteration 25Q: 3 clusters Score -526553.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -526573.437500 Penalty: 4171.717773
	Iteration 26Q: 3 clusters Score -526573.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -526594.812500 Penalty: 4171.717773
	Iteration 27Q: 3 clusters Score -526594.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -526610.750000 Penalty: 4171.717773
	Iteration 28Q: 3 clusters Score -526610.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -526620.437500 Penalty: 4171.717773
	Iteration 29Q: 3 clusters Score -526620.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -526631.687500 Penalty: 4171.717773
	Iteration 30Q: 3 clusters Score -526631.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -526637.125000 Penalty: 4171.717773
	Iteration 31Q: 3 clusters Score -526637.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -526640.937500 Penalty: 4171.717773
	Iteration 32Q: 3 clusters Score -526640.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -526643.687500 Penalty: 4171.717773
	Iteration 33Q: 3 clusters Score -526643.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -526646.500000 Penalty: 4171.717773
	Iteration 34Q: 3 clusters Score -526646.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -526648.625000 Penalty: 4171.717773
	Iteration 35Q: 3 clusters Score -526648.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -526649.250000 Penalty: 4171.717773
	Iteration 36Q: 3 clusters Score -526649.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -526650.875000 Penalty: 4171.717773
	Iteration 37Q: 3 clusters Score -526650.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -526650.375000 Penalty: 4171.717773
	Iteration 38Q: 3 clusters Score -526650.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -526652.062500 Penalty: 4171.717773
	Iteration 39Q: 3 clusters Score -526652.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -526653.375000 Penalty: 4171.717773
	Iteration 40F: 3 clusters Score -526653.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -526656.312500 Penalty: 4171.717773
	Iteration 41Q: 3 clusters Score -526656.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -526657.875000 Penalty: 4171.717773
	Iteration 42Q: 3 clusters Score -526657.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -526662.750000 Penalty: 4171.717773
	Iteration 43Q: 3 clusters Score -526662.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -526666.750000 Penalty: 4171.717773
	Iteration 44Q: 3 clusters Score -526666.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -526669.687500 Penalty: 4171.717773
	Iteration 45Q: 3 clusters Score -526669.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -526671.625000 Penalty: 4171.717773
	Iteration 46Q: 3 clusters Score -526671.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -526673.687500 Penalty: 4171.717773
	Iteration 47Q: 3 clusters Score -526673.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -526673.687500 Penalty: 4171.717773
	Iteration 48F: 3 clusters Score -526673.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Entering Unmasked Estep 
Score: -39177.265625 Penalty: 1487.120117
	Iteration 0F: 2 clusters Score -39177.27 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -37772.117188 Penalty: 2974.240234
	Iteration 0F: 3 clusters Score -37772.12 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -37918.003906 Penalty: 2974.240234
	Iteration 1F: 3 clusters Score -37918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -37999.984375 Penalty: 2974.240234
	Iteration 2F: 3 clusters Score -37999.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -38047.636719 Penalty: 2974.240234
	Iteration 3Q: 3 clusters Score -38047.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38064.589844 Penalty: 2974.240234
	Iteration 4Q: 3 clusters Score -38064.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -38071.613281 Penalty: 2974.240234
	Iteration 5Q: 3 clusters Score -38071.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38071.953125 Penalty: 2974.240234
	Iteration 6Q: 3 clusters Score -38071.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -38071.953125 Penalty: 2974.240234
	Iteration 7F: 3 clusters Score -38071.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206228 members 
Entering Unmasked Estep 
Score: -24879154.000000 Penalty: 3034.710938
	Iteration 0F: 2 clusters Score -2.487915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103355 members 
Mstep: Class 2 contains 102873 members 
Entering Unmasked Estep 
Score: -24749114.000000 Penalty: 6069.421875
	Iteration 0F: 3 clusters Score -2.474911e+07 nChanged 99251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107054 members 
Mstep: Class 2 contains 99174 members 
Entering Unmasked Estep 
Score: -24808176.000000 Penalty: 6069.421875
	Iteration 1F: 3 clusters Score -2.480818e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109436 members 
Mstep: Class 2 contains 96792 members 
Entering Unmasked Estep 
Score: -24809656.000000 Penalty: 6069.421875
	Iteration 2Q: 3 clusters Score -2.480966e+07 nChanged 7056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113088 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -24811882.000000 Penalty: 6069.421875
	Iteration 3Q: 3 clusters Score -2.481188e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118618 members 
Mstep: Class 2 contains 87610 members 
Entering Unmasked Estep 
Score: -24814936.000000 Penalty: 6069.421875
	Iteration 4Q: 3 clusters Score -2.481494e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126629 members 
Mstep: Class 2 contains 79599 members 
Entering Unmasked Estep 
Score: -24819880.000000 Penalty: 6069.421875
	Iteration 5Q: 3 clusters Score -2.481988e+07 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137640 members 
Mstep: Class 2 contains 68588 members 
Entering Unmasked Estep 
Score: -24828134.000000 Penalty: 6069.421875
	Iteration 6F: 3 clusters Score -2.482813e+07 nChanged 14548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151014 members 
Mstep: Class 2 contains 55214 members 
Entering Unmasked Estep 
Score: -24839848.000000 Penalty: 6069.421875
	Iteration 7F: 3 clusters Score -2.483985e+07 nChanged 14157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164453 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -24851264.000000 Penalty: 6069.421875
	Iteration 8F: 3 clusters Score -2.485126e+07 nChanged 11916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175821 members 
Mstep: Class 2 contains 30407 members 
Entering Unmasked Estep 
Score: -24859908.000000 Penalty: 6069.421875
	Iteration 9F: 3 clusters Score -2.485991e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183841 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -24865460.000000 Penalty: 6069.421875
	Iteration 10Q: 3 clusters Score -2.486546e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189442 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -24868866.000000 Penalty: 6069.421875
	Iteration 11Q: 3 clusters Score -2.486887e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193436 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -24870944.000000 Penalty: 6069.421875
	Iteration 12Q: 3 clusters Score -2.487094e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196488 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -24872250.000000 Penalty: 6069.421875
	Iteration 13Q: 3 clusters Score -2.487225e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198755 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -24873284.000000 Penalty: 6069.421875
	Iteration 14Q: 3 clusters Score -2.487328e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200448 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -24873916.000000 Penalty: 6069.421875
	Iteration 15Q: 3 clusters Score -2.487392e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201743 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -24874516.000000 Penalty: 6069.421875
	Iteration 16Q: 3 clusters Score -2.487452e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202752 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -24874992.000000 Penalty: 6069.421875
	Iteration 17Q: 3 clusters Score -2.487499e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203505 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -24875344.000000 Penalty: 6069.421875
	Iteration 18Q: 3 clusters Score -2.487534e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204049 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -24875672.000000 Penalty: 6069.421875
	Iteration 19Q: 3 clusters Score -2.487567e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204401 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -24875848.000000 Penalty: 6069.421875
	Iteration 20F: 3 clusters Score -2.487585e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204653 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -24875992.000000 Penalty: 6069.421875
	Iteration 21Q: 3 clusters Score -2.487599e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204830 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -24876104.000000 Penalty: 6069.421875
	Iteration 22Q: 3 clusters Score -2.48761e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204954 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -24876176.000000 Penalty: 6069.421875
	Iteration 23Q: 3 clusters Score -2.487618e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205054 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -24876228.000000 Penalty: 6069.421875
	Iteration 24Q: 3 clusters Score -2.487623e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205125 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -24876278.000000 Penalty: 6069.421875
	Iteration 25Q: 3 clusters Score -2.487628e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205188 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -24876312.000000 Penalty: 6069.421875
	Iteration 26Q: 3 clusters Score -2.487631e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205242 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -24876366.000000 Penalty: 6069.421875
	Iteration 27Q: 3 clusters Score -2.487637e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205286 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24876398.000000 Penalty: 6069.421875
	Iteration 28Q: 3 clusters Score -2.48764e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205320 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -24876438.000000 Penalty: 6069.421875
	Iteration 29Q: 3 clusters Score -2.487644e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205355 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -24876462.000000 Penalty: 6069.421875
	Iteration 30Q: 3 clusters Score -2.487646e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205377 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -24876446.000000 Penalty: 6069.421875
	Iteration 31Q: 3 clusters Score -2.487645e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205397 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -24876478.000000 Penalty: 6069.421875
	Iteration 32Q: 3 clusters Score -2.487648e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205414 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -24876490.000000 Penalty: 6069.421875
	Iteration 33Q: 3 clusters Score -2.487649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205432 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -24876494.000000 Penalty: 6069.421875
	Iteration 34Q: 3 clusters Score -2.487649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205437 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -24876522.000000 Penalty: 6069.421875
	Iteration 35Q: 3 clusters Score -2.487652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205447 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -24876506.000000 Penalty: 6069.421875
	Iteration 36Q: 3 clusters Score -2.487651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205453 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -24876514.000000 Penalty: 6069.421875
	Iteration 37Q: 3 clusters Score -2.487651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205458 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -24876512.000000 Penalty: 6069.421875
	Iteration 38Q: 3 clusters Score -2.487651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205462 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -24876516.000000 Penalty: 6069.421875
	Iteration 39Q: 3 clusters Score -2.487652e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205466 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -24876542.000000 Penalty: 6069.421875
	Iteration 40F: 3 clusters Score -2.487654e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205468 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -24876522.000000 Penalty: 6069.421875
	Iteration 41Q: 3 clusters Score -2.487652e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205473 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -24876528.000000 Penalty: 6069.421875
	Iteration 42Q: 3 clusters Score -2.487653e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205473 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -24876530.000000 Penalty: 6069.421875
	Iteration 43Q: 3 clusters Score -2.487653e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205476 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -24876524.000000 Penalty: 6069.421875
	Iteration 44Q: 3 clusters Score -2.487652e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205484 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -24876518.000000 Penalty: 6069.421875
	Iteration 45Q: 3 clusters Score -2.487652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205485 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -24876536.000000 Penalty: 6069.421875
	Iteration 46Q: 3 clusters Score -2.487654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205488 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -24876544.000000 Penalty: 6069.421875
	Iteration 47Q: 3 clusters Score -2.487654e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205492 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -24876554.000000 Penalty: 6069.421875
	Iteration 48Q: 3 clusters Score -2.487655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205493 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -24876550.000000 Penalty: 6069.421875
	Iteration 49Q: 3 clusters Score -2.487655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205494 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -24876546.000000 Penalty: 6069.421875
	Iteration 50Q: 3 clusters Score -2.487655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205494 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -24876546.000000 Penalty: 6069.421875
	Iteration 51F: 3 clusters Score -2.487655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Entering Unmasked Estep 
Score: -397737.687500 Penalty: 2004.971436
	Iteration 0F: 2 clusters Score -397737.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -394268.375000 Penalty: 4009.942871
	Iteration 0F: 3 clusters Score -394268.4 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -394977.218750 Penalty: 4009.942871
	Iteration 1F: 3 clusters Score -394977.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -395146.031250 Penalty: 4009.942871
	Iteration 2F: 3 clusters Score -395146 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -395240.125000 Penalty: 4009.942871
	Iteration 3Q: 3 clusters Score -395240.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -395313.093750 Penalty: 4009.942871
	Iteration 4Q: 3 clusters Score -395313.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -395374.281250 Penalty: 4009.942871
	Iteration 5Q: 3 clusters Score -395374.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -395425.718750 Penalty: 4009.942871
	Iteration 6Q: 3 clusters Score -395425.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -395462.250000 Penalty: 4009.942871
	Iteration 7Q: 3 clusters Score -395462.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -395490.500000 Penalty: 4009.942871
	Iteration 8Q: 3 clusters Score -395490.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -395513.000000 Penalty: 4009.942871
	Iteration 9Q: 3 clusters Score -395513 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -395527.593750 Penalty: 4009.942871
	Iteration 10Q: 3 clusters Score -395527.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -395537.843750 Penalty: 4009.942871
	Iteration 11Q: 3 clusters Score -395537.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -395544.781250 Penalty: 4009.942871
	Iteration 12Q: 3 clusters Score -395544.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -395553.062500 Penalty: 4009.942871
	Iteration 13Q: 3 clusters Score -395553.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -395563.875000 Penalty: 4009.942871
	Iteration 14Q: 3 clusters Score -395563.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -395575.687500 Penalty: 4009.942871
	Iteration 15Q: 3 clusters Score -395575.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -395588.531250 Penalty: 4009.942871
	Iteration 16Q: 3 clusters Score -395588.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -395597.218750 Penalty: 4009.942871
	Iteration 17Q: 3 clusters Score -395597.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -395604.281250 Penalty: 4009.942871
	Iteration 18Q: 3 clusters Score -395604.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -395609.812500 Penalty: 4009.942871
	Iteration 19Q: 3 clusters Score -395609.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -395613.218750 Penalty: 4009.942871
	Iteration 20F: 3 clusters Score -395613.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -395618.250000 Penalty: 4009.942871
	Iteration 21Q: 3 clusters Score -395618.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -395623.062500 Penalty: 4009.942871
	Iteration 22Q: 3 clusters Score -395623.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -395626.000000 Penalty: 4009.942871
	Iteration 23Q: 3 clusters Score -395626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -395630.156250 Penalty: 4009.942871
	Iteration 24Q: 3 clusters Score -395630.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -395634.312500 Penalty: 4009.942871
	Iteration 25Q: 3 clusters Score -395634.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -395639.656250 Penalty: 4009.942871
	Iteration 26Q: 3 clusters Score -395639.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -395644.250000 Penalty: 4009.942871
	Iteration 27Q: 3 clusters Score -395644.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -395651.687500 Penalty: 4009.942871
	Iteration 28Q: 3 clusters Score -395651.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -395658.593750 Penalty: 4009.942871
	Iteration 29Q: 3 clusters Score -395658.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -395663.812500 Penalty: 4009.942871
	Iteration 30Q: 3 clusters Score -395663.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -395668.593750 Penalty: 4009.942871
	Iteration 31Q: 3 clusters Score -395668.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -395680.593750 Penalty: 4009.942871
	Iteration 32Q: 3 clusters Score -395680.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -395693.093750 Penalty: 4009.942871
	Iteration 33Q: 3 clusters Score -395693.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -395706.937500 Penalty: 4009.942871
	Iteration 34Q: 3 clusters Score -395706.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -395723.968750 Penalty: 4009.942871
	Iteration 35Q: 3 clusters Score -395724 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -395739.187500 Penalty: 4009.942871
	Iteration 36Q: 3 clusters Score -395739.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -395755.625000 Penalty: 4009.942871
	Iteration 37Q: 3 clusters Score -395755.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -395767.906250 Penalty: 4009.942871
	Iteration 38Q: 3 clusters Score -395767.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -395775.718750 Penalty: 4009.942871
	Iteration 39Q: 3 clusters Score -395775.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -395781.187500 Penalty: 4009.942871
	Iteration 40F: 3 clusters Score -395781.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -395786.156250 Penalty: 4009.942871
	Iteration 41Q: 3 clusters Score -395786.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -395791.781250 Penalty: 4009.942871
	Iteration 42Q: 3 clusters Score -395791.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -395794.687500 Penalty: 4009.942871
	Iteration 43Q: 3 clusters Score -395794.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -395797.031250 Penalty: 4009.942871
	Iteration 44Q: 3 clusters Score -395797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -395798.343750 Penalty: 4009.942871
	Iteration 45Q: 3 clusters Score -395798.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -395799.562500 Penalty: 4009.942871
	Iteration 46Q: 3 clusters Score -395799.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -395801.531250 Penalty: 4009.942871
	Iteration 47Q: 3 clusters Score -395801.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -395804.750000 Penalty: 4009.942871
	Iteration 48Q: 3 clusters Score -395804.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -395807.062500 Penalty: 4009.942871
	Iteration 49Q: 3 clusters Score -395807.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -395810.562500 Penalty: 4009.942871
	Iteration 50Q: 3 clusters Score -395810.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -395811.687500 Penalty: 4009.942871
	Iteration 51Q: 3 clusters Score -395811.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -395813.531250 Penalty: 4009.942871
	Iteration 52Q: 3 clusters Score -395813.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -395813.093750 Penalty: 4009.942871
	Iteration 53Q: 3 clusters Score -395813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -395813.875000 Penalty: 4009.942871
	Iteration 54Q: 3 clusters Score -395813.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -395814.281250 Penalty: 4009.942871
	Iteration 55Q: 3 clusters Score -395814.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -395814.281250 Penalty: 4009.942871
	Iteration 56F: 3 clusters Score -395814.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Entering Unmasked Estep 
Score: -1597201.375000 Penalty: 2354.683594
	Iteration 0F: 2 clusters Score -1597201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1587417.375000 Penalty: 4709.367188
	Iteration 0F: 3 clusters Score -1587417 nChanged 5622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1590343.125000 Penalty: 4709.367188
	Iteration 1F: 3 clusters Score -1590343 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1590653.375000 Penalty: 4709.367188
	Iteration 2F: 3 clusters Score -1590653 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 7082 members 
Entering Unmasked Estep 
Score: -1590967.500000 Penalty: 4709.367188
	Iteration 3Q: 3 clusters Score -1590968 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -1591275.250000 Penalty: 4709.367188
	Iteration 4Q: 3 clusters Score -1591275 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -1591677.875000 Penalty: 4709.367188
	Iteration 5Q: 3 clusters Score -1591678 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -1592134.375000 Penalty: 4709.367188
	Iteration 6Q: 3 clusters Score -1592134 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1592615.500000 Penalty: 4709.367188
	Iteration 7Q: 3 clusters Score -1592616 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1593113.625000 Penalty: 4709.367188
	Iteration 8F: 3 clusters Score -1593114 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1593557.875000 Penalty: 4709.367188
	Iteration 9F: 3 clusters Score -1593558 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -1593939.375000 Penalty: 4709.367188
	Iteration 10Q: 3 clusters Score -1593939 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1594251.750000 Penalty: 4709.367188
	Iteration 11Q: 3 clusters Score -1594252 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1594501.000000 Penalty: 4709.367188
	Iteration 12Q: 3 clusters Score -1594501 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1594671.125000 Penalty: 4709.367188
	Iteration 13Q: 3 clusters Score -1594671 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1594808.125000 Penalty: 4709.367188
	Iteration 14Q: 3 clusters Score -1594808 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -1594909.125000 Penalty: 4709.367188
	Iteration 15Q: 3 clusters Score -1594909 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1594985.375000 Penalty: 4709.367188
	Iteration 16Q: 3 clusters Score -1594985 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -1595046.250000 Penalty: 4709.367188
	Iteration 17Q: 3 clusters Score -1595046 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1595092.250000 Penalty: 4709.367188
	Iteration 18Q: 3 clusters Score -1595092 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1595144.875000 Penalty: 4709.367188
	Iteration 19Q: 3 clusters Score -1595145 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1595173.250000 Penalty: 4709.367188
	Iteration 20F: 3 clusters Score -1595173 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1595212 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -1595244.875000 Penalty: 4709.367188
	Iteration 22Q: 3 clusters Score -1595245 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1595287 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1595340 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1595385 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1595427 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1595454 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1595488 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1595519.875000 Penalty: 4709.367188
	Iteration 29Q: 3 clusters Score -1595520 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1595552.500000 Penalty: 4709.367188
	Iteration 30Q: 3 clusters Score -1595552 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -1595588.000000 Penalty: 4709.367188
	Iteration 31Q: 3 clusters Score -1595588 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -1595605 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -1595619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1595630.875000 Penalty: 4709.367188
	Iteration 34Q: 3 clusters Score -1595631 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1595639.000000 Penalty: 4709.367188
	Iteration 35Q: 3 clusters Score -1595639 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1595642.750000 Penalty: 4709.367188
	Iteration 36Q: 3 clusters Score -1595643 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1595647.625000 Penalty: 4709.367188
	Iteration 37Q: 3 clusters Score -1595648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1595653.375000 Penalty: 4709.367188
	Iteration 38Q: 3 clusters Score -1595653 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -1595657 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -1595658 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -1595666 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1595673.375000 Penalty: 4709.367188
	Iteration 42Q: 3 clusters Score -1595673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -1595673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1595671.500000 Penalty: 4709.367188
	Iteration 44Q: 3 clusters Score -1595672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -1595675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1595682.250000 Penalty: 4709.367188
	Iteration 46Q: 3 clusters Score -1595682 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -1595681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -1595681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -1595680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1595685.625000 Penalty: 4709.367188
	Iteration 50Q: 3 clusters Score -1595686 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -1595685 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1595691.625000 Penalty: 4709.367188
	Iteration 52Q: 3 clusters Score -1595692 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1595695.500000 Penalty: 4709.367188
	Iteration 53Q: 3 clusters Score -1595696 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1595704.500000 Penalty: 4709.367188
	Iteration 54Q: 3 clusters Score -1595704 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -1595710.875000 Penalty: 4709.367188
	Iteration 55Q: 3 clusters Score -1595711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -1595709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1595720.375000 Penalty: 4709.367188
	Iteration 57Q: 3 clusters Score -1595720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8910 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1595723.125000 Penalty: 4709.367188
	Iteration 58Q: 3 clusters Score -1595723 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1595727.500000 Penalty: 4709.367188
	Iteration 59Q: 3 clusters Score -1595728 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1595725.750000 Penalty: 4709.367188
	Iteration 60F: 3 clusters Score -1595726 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -1595730.000000 Penalty: 4709.367188
	Iteration 61Q: 3 clusters Score -1595730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1595738.125000 Penalty: 4709.367188
	Iteration 62Q: 3 clusters Score -1595738 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -1595738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1595740.750000 Penalty: 4709.367188
	Iteration 64Q: 3 clusters Score -1595741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1595748.750000 Penalty: 4709.367188
	Iteration 65Q: 3 clusters Score -1595749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -1595749 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1595751.000000 Penalty: 4709.367188
	Iteration 67Q: 3 clusters Score -1595751 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1595752.250000 Penalty: 4709.367188
	Iteration 68Q: 3 clusters Score -1595752 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1595758.125000 Penalty: 4709.367188
	Iteration 69Q: 3 clusters Score -1595758 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -1595766.625000 Penalty: 4709.367188
	Iteration 70Q: 3 clusters Score -1595767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1595772.250000 Penalty: 4709.367188
	Iteration 71Q: 3 clusters Score -1595772 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1595777.375000 Penalty: 4709.367188
	Iteration 72Q: 3 clusters Score -1595777 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1595784.750000 Penalty: 4709.367188
	Iteration 73Q: 3 clusters Score -1595785 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1595787.000000 Penalty: 4709.367188
	Iteration 74Q: 3 clusters Score -1595787 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1595799.500000 Penalty: 4709.367188
	Iteration 75Q: 3 clusters Score -1595800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1595806.625000 Penalty: 4709.367188
	Iteration 76Q: 3 clusters Score -1595807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1595810.625000 Penalty: 4709.367188
	Iteration 77Q: 3 clusters Score -1595811 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -1595822.125000 Penalty: 4709.367188
	Iteration 78Q: 3 clusters Score -1595822 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1595825.375000 Penalty: 4709.367188
	Iteration 79Q: 3 clusters Score -1595825 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1595833.250000 Penalty: 4709.367188
	Iteration 80F: 3 clusters Score -1595833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1595836.375000 Penalty: 4709.367188
	Iteration 81Q: 3 clusters Score -1595836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -1595837 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -1595842.125000 Penalty: 4709.367188
	Iteration 83Q: 3 clusters Score -1595842 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1595848.750000 Penalty: 4709.367188
	Iteration 84Q: 3 clusters Score -1595849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1595851.500000 Penalty: 4709.367188
	Iteration 85Q: 3 clusters Score -1595852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1595854.625000 Penalty: 4709.367188
	Iteration 86Q: 3 clusters Score -1595855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1595856.625000 Penalty: 4709.367188
	Iteration 87Q: 3 clusters Score -1595857 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -1595861.750000 Penalty: 4709.367188
	Iteration 88Q: 3 clusters Score -1595862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1595862.750000 Penalty: 4709.367188
	Iteration 89Q: 3 clusters Score -1595863 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1595864.125000 Penalty: 4709.367188
	Iteration 90Q: 3 clusters Score -1595864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1595862.750000 Penalty: 4709.367188
	Iteration 91Q: 3 clusters Score -1595863 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1595869.875000 Penalty: 4709.367188
	Iteration 92Q: 3 clusters Score -1595870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -1595869 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1595868.250000 Penalty: 4709.367188
	Iteration 94Q: 3 clusters Score -1595868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1595875.625000 Penalty: 4709.367188
	Iteration 95Q: 3 clusters Score -1595876 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1595878.250000 Penalty: 4709.367188
	Iteration 96Q: 3 clusters Score -1595878 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -1595879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1595883.250000 Penalty: 4709.367188
	Iteration 98Q: 3 clusters Score -1595883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -1595887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -1595889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -1595890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1595896.875000 Penalty: 4709.367188
	Iteration 102Q: 3 clusters Score -1595897 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1595900.125000 Penalty: 4709.367188
	Iteration 103Q: 3 clusters Score -1595900 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1595904.000000 Penalty: 4709.367188
	Iteration 104Q: 3 clusters Score -1595904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -1595906 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -1595908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -1595907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -1595908 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1595909.250000 Penalty: 4709.367188
	Iteration 109Q: 3 clusters Score -1595909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1595911.875000 Penalty: 4709.367188
	Iteration 110Q: 3 clusters Score -1595912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1595916.750000 Penalty: 4709.367188
	Iteration 111Q: 3 clusters Score -1595917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1595920.125000 Penalty: 4709.367188
	Iteration 112Q: 3 clusters Score -1595920 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1595921.875000 Penalty: 4709.367188
	Iteration 113Q: 3 clusters Score -1595922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1595924.125000 Penalty: 4709.367188
	Iteration 114Q: 3 clusters Score -1595924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -1595927.125000 Penalty: 4709.367188
	Iteration 115Q: 3 clusters Score -1595927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -1595930.125000 Penalty: 4709.367188
	Iteration 116Q: 3 clusters Score -1595930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1595930.750000 Penalty: 4709.367188
	Iteration 117Q: 3 clusters Score -1595931 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1595934.250000 Penalty: 4709.367188
	Iteration 118Q: 3 clusters Score -1595934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1595937.375000 Penalty: 4709.367188
	Iteration 119Q: 3 clusters Score -1595937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -1595939.250000 Penalty: 4709.367188
	Iteration 120F: 3 clusters Score -1595939 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1595943.125000 Penalty: 4709.367188
	Iteration 121Q: 3 clusters Score -1595943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1595941.000000 Penalty: 4709.367188
	Iteration 122Q: 3 clusters Score -1595941 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1595944.625000 Penalty: 4709.367188
	Iteration 123Q: 3 clusters Score -1595945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1595947.500000 Penalty: 4709.367188
	Iteration 124Q: 3 clusters Score -1595948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -1595944.625000 Penalty: 4709.367188
	Iteration 125Q: 3 clusters Score -1595945 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1595947.250000 Penalty: 4709.367188
	Iteration 126Q: 3 clusters Score -1595947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1595947.375000 Penalty: 4709.367188
	Iteration 127Q: 3 clusters Score -1595947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1595946.750000 Penalty: 4709.367188
	Iteration 128Q: 3 clusters Score -1595947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1595947.250000 Penalty: 4709.367188
	Iteration 129Q: 3 clusters Score -1595947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1595944.875000 Penalty: 4709.367188
	Iteration 130Q: 3 clusters Score -1595945 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1595948.375000 Penalty: 4709.367188
	Iteration 131Q: 3 clusters Score -1595948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1595947.125000 Penalty: 4709.367188
	Iteration 132Q: 3 clusters Score -1595947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1595947.125000 Penalty: 4709.367188
	Iteration 133F: 3 clusters Score -1595947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Entering Unmasked Estep 
Score: -1809624.250000 Penalty: 2379.067627
	Iteration 0F: 2 clusters Score -1809624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1799048.125000 Penalty: 4758.135254
	Iteration 0F: 3 clusters Score -1799048 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1802351.500000 Penalty: 4758.135254
	Iteration 1F: 3 clusters Score -1802352 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1802706.125000 Penalty: 4758.135254
	Iteration 2F: 3 clusters Score -1802706 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1802989.125000 Penalty: 4758.135254
	Iteration 3Q: 3 clusters Score -1802989 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1803266.875000 Penalty: 4758.135254
	Iteration 4Q: 3 clusters Score -1803267 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1803555.500000 Penalty: 4758.135254
	Iteration 5Q: 3 clusters Score -1803556 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1803880.625000 Penalty: 4758.135254
	Iteration 6Q: 3 clusters Score -1803881 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1804286.625000 Penalty: 4758.135254
	Iteration 7Q: 3 clusters Score -1804287 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1804804.625000 Penalty: 4758.135254
	Iteration 8F: 3 clusters Score -1804805 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1805433.875000 Penalty: 4758.135254
	Iteration 9F: 3 clusters Score -1805434 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1806141.500000 Penalty: 4758.135254
	Iteration 10F: 3 clusters Score -1806142 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1806690.125000 Penalty: 4758.135254
	Iteration 11Q: 3 clusters Score -1806690 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1806955.500000 Penalty: 4758.135254
	Iteration 12Q: 3 clusters Score -1806956 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1807077.000000 Penalty: 4758.135254
	Iteration 13Q: 3 clusters Score -1807077 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1807144.875000 Penalty: 4758.135254
	Iteration 14Q: 3 clusters Score -1807145 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1807185.250000 Penalty: 4758.135254
	Iteration 15Q: 3 clusters Score -1807185 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10795 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1807212.250000 Penalty: 4758.135254
	Iteration 16Q: 3 clusters Score -1807212 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1807240.250000 Penalty: 4758.135254
	Iteration 17Q: 3 clusters Score -1807240 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1807258.125000 Penalty: 4758.135254
	Iteration 18Q: 3 clusters Score -1807258 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1807272.000000 Penalty: 4758.135254
	Iteration 19Q: 3 clusters Score -1807272 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1807277.875000 Penalty: 4758.135254
	Iteration 20F: 3 clusters Score -1807278 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1807277.000000 Penalty: 4758.135254
	Iteration 21Q: 3 clusters Score -1807277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1807283.500000 Penalty: 4758.135254
	Iteration 22Q: 3 clusters Score -1807284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1807294.125000 Penalty: 4758.135254
	Iteration 23Q: 3 clusters Score -1807294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1807300.250000 Penalty: 4758.135254
	Iteration 24Q: 3 clusters Score -1807300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1807305.125000 Penalty: 4758.135254
	Iteration 25Q: 3 clusters Score -1807305 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1807308.625000 Penalty: 4758.135254
	Iteration 26Q: 3 clusters Score -1807309 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1807314.375000 Penalty: 4758.135254
	Iteration 27Q: 3 clusters Score -1807314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1807313.500000 Penalty: 4758.135254
	Iteration 28Q: 3 clusters Score -1807314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1807315.875000 Penalty: 4758.135254
	Iteration 29Q: 3 clusters Score -1807316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1807318.375000 Penalty: 4758.135254
	Iteration 30Q: 3 clusters Score -1807318 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1807321.750000 Penalty: 4758.135254
	Iteration 31Q: 3 clusters Score -1807322 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1807327.250000 Penalty: 4758.135254
	Iteration 32Q: 3 clusters Score -1807327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -1807330.750000 Penalty: 4758.135254
	Iteration 33Q: 3 clusters Score -1807331 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -1807339.500000 Penalty: 4758.135254
	Iteration 34Q: 3 clusters Score -1807340 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1807344.250000 Penalty: 4758.135254
	Iteration 35Q: 3 clusters Score -1807344 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1807352.750000 Penalty: 4758.135254
	Iteration 36Q: 3 clusters Score -1807353 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1807352.375000 Penalty: 4758.135254
	Iteration 37Q: 3 clusters Score -1807352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1807348.750000 Penalty: 4758.135254
	Iteration 38Q: 3 clusters Score -1807349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1807355.250000 Penalty: 4758.135254
	Iteration 39Q: 3 clusters Score -1807355 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1807358.375000 Penalty: 4758.135254
	Iteration 40F: 3 clusters Score -1807358 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1807363.375000 Penalty: 4758.135254
	Iteration 41Q: 3 clusters Score -1807363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -1807372.125000 Penalty: 4758.135254
	Iteration 42Q: 3 clusters Score -1807372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1807373.250000 Penalty: 4758.135254
	Iteration 43Q: 3 clusters Score -1807373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1807371.875000 Penalty: 4758.135254
	Iteration 44Q: 3 clusters Score -1807372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -1807373.875000 Penalty: 4758.135254
	Iteration 45Q: 3 clusters Score -1807374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1807373.250000 Penalty: 4758.135254
	Iteration 46Q: 3 clusters Score -1807373 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1807372.750000 Penalty: 4758.135254
	Iteration 47Q: 3 clusters Score -1807373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -1807374.000000 Penalty: 4758.135254
	Iteration 48Q: 3 clusters Score -1807374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1807375.250000 Penalty: 4758.135254
	Iteration 49Q: 3 clusters Score -1807375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1807375.250000 Penalty: 4758.135254
	Iteration 50F: 3 clusters Score -1807375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 165968 members 
Mstep: Class 3 contains 35848 members 
Mstep: Class 4 contains 35558 members 
Mstep: Class 5 contains 40669 members 
Mstep: Class 6 contains 2516 members 
Mstep: Class 7 contains 158931 members 
Mstep: Class 11 contains 4495 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206228 members 
Mstep: Class 14 contains 3244 members 
Mstep: Class 19 contains 13289 members 
Mstep: Class 20 contains 14662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104808.000000 Penalty: 43318.621094
Iteration 439Q: 14 clusters Score -8.110481e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 165933 members 
Mstep: Class 3 contains 35862 members 
Mstep: Class 4 contains 35553 members 
Mstep: Class 5 contains 40667 members 
Mstep: Class 6 contains 2515 members 
Mstep: Class 7 contains 158913 members 
Mstep: Class 11 contains 4493 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206270 members 
Mstep: Class 14 contains 3241 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 14662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104768.000000 Penalty: 43318.621094
Iteration 440F: 14 clusters Score -8.110477e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 165907 members 
Mstep: Class 3 contains 35871 members 
Mstep: Class 4 contains 35552 members 
Mstep: Class 5 contains 40668 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 158911 members 
Mstep: Class 11 contains 4491 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206292 members 
Mstep: Class 14 contains 3238 members 
Mstep: Class 19 contains 13298 members 
Mstep: Class 20 contains 14667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104656.000000 Penalty: 43318.621094
Iteration 441Q: 14 clusters Score -8.110466e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 165883 members 
Mstep: Class 3 contains 35882 members 
Mstep: Class 4 contains 35549 members 
Mstep: Class 5 contains 40660 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 158908 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206310 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13299 members 
Mstep: Class 20 contains 14675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104688.000000 Penalty: 43318.621094
Iteration 442Q: 14 clusters Score -8.110469e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 165841 members 
Mstep: Class 3 contains 35898 members 
Mstep: Class 4 contains 35546 members 
Mstep: Class 5 contains 40655 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 158917 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206326 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13301 members 
Mstep: Class 20 contains 14681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104664.000000 Penalty: 43318.621094
Iteration 443Q: 14 clusters Score -8.110466e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 165810 members 
Mstep: Class 3 contains 35900 members 
Mstep: Class 4 contains 35546 members 
Mstep: Class 5 contains 40652 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 158916 members 
Mstep: Class 11 contains 4492 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206349 members 
Mstep: Class 14 contains 3235 members 
Mstep: Class 19 contains 13303 members 
Mstep: Class 20 contains 14691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104768.000000 Penalty: 43318.621094
Iteration 444Q: 14 clusters Score -8.110477e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 165764 members 
Mstep: Class 3 contains 35905 members 
Mstep: Class 4 contains 35543 members 
Mstep: Class 5 contains 40654 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 158927 members 
Mstep: Class 11 contains 4490 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206375 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13302 members 
Mstep: Class 20 contains 14698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104768.000000 Penalty: 43318.621094
Iteration 445Q: 14 clusters Score -8.110477e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 165736 members 
Mstep: Class 3 contains 35909 members 
Mstep: Class 4 contains 35541 members 
Mstep: Class 5 contains 40655 members 
Mstep: Class 6 contains 2513 members 
Mstep: Class 7 contains 158942 members 
Mstep: Class 11 contains 4488 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206378 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13304 members 
Mstep: Class 20 contains 14705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104832.000000 Penalty: 43318.621094
Iteration 446Q: 14 clusters Score -8.110483e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 165707 members 
Mstep: Class 3 contains 35910 members 
Mstep: Class 4 contains 35540 members 
Mstep: Class 5 contains 40655 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 158934 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206413 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 14710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104896.000000 Penalty: 43318.621094
Iteration 447Q: 14 clusters Score -8.11049e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165661 members 
Mstep: Class 3 contains 35922 members 
Mstep: Class 4 contains 35536 members 
Mstep: Class 5 contains 40655 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 158916 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206461 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13306 members 
Mstep: Class 20 contains 14716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104960.000000 Penalty: 43318.621094
Iteration 448Q: 14 clusters Score -8.110496e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165623 members 
Mstep: Class 3 contains 35930 members 
Mstep: Class 4 contains 35535 members 
Mstep: Class 5 contains 40649 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 158896 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206505 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13307 members 
Mstep: Class 20 contains 14726 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104912.000000 Penalty: 43318.621094
Iteration 449Q: 14 clusters Score -8.110491e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165608 members 
Mstep: Class 3 contains 35935 members 
Mstep: Class 4 contains 35530 members 
Mstep: Class 5 contains 40649 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 158887 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206520 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13305 members 
Mstep: Class 20 contains 14738 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104816.000000 Penalty: 43318.621094
Iteration 450Q: 14 clusters Score -8.110482e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 165593 members 
Mstep: Class 3 contains 35936 members 
Mstep: Class 4 contains 35533 members 
Mstep: Class 5 contains 40650 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 158897 members 
Mstep: Class 11 contains 4486 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206502 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13310 members 
Mstep: Class 20 contains 14751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104920.000000 Penalty: 43318.621094
Iteration 451Q: 14 clusters Score -8.110492e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 165573 members 
Mstep: Class 3 contains 35935 members 
Mstep: Class 4 contains 35534 members 
Mstep: Class 5 contains 40652 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 158906 members 
Mstep: Class 11 contains 4485 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206498 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13314 members 
Mstep: Class 20 contains 14761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104968.000000 Penalty: 43318.621094
Iteration 452Q: 14 clusters Score -8.110497e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 165538 members 
Mstep: Class 3 contains 35943 members 
Mstep: Class 4 contains 35532 members 
Mstep: Class 5 contains 40653 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 158925 members 
Mstep: Class 11 contains 4484 members 
Mstep: Class 12 contains 402 members 
Mstep: Class 13 contains 206501 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13315 members 
Mstep: Class 20 contains 14768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105008.000000 Penalty: 43318.621094
Iteration 453Q: 14 clusters Score -8.110501e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 165502 members 
Mstep: Class 3 contains 35945 members 
Mstep: Class 4 contains 35530 members 
Mstep: Class 5 contains 40653 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 158954 members 
Mstep: Class 11 contains 4485 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206497 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13309 members 
Mstep: Class 20 contains 14786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105040.000000 Penalty: 43318.621094
Iteration 454Q: 14 clusters Score -8.110504e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165468 members 
Mstep: Class 3 contains 35949 members 
Mstep: Class 4 contains 35530 members 
Mstep: Class 5 contains 40647 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 158968 members 
Mstep: Class 11 contains 4485 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206506 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13308 members 
Mstep: Class 20 contains 14801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105136.000000 Penalty: 43318.621094
Iteration 455Q: 14 clusters Score -8.110514e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165432 members 
Mstep: Class 3 contains 35950 members 
Mstep: Class 4 contains 35526 members 
Mstep: Class 5 contains 40646 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 158986 members 
Mstep: Class 11 contains 4485 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206516 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13311 members 
Mstep: Class 20 contains 14811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105112.000000 Penalty: 43318.621094
Iteration 456Q: 14 clusters Score -8.110511e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165405 members 
Mstep: Class 3 contains 35945 members 
Mstep: Class 4 contains 35527 members 
Mstep: Class 5 contains 40639 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159009 members 
Mstep: Class 11 contains 4484 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206521 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13316 members 
Mstep: Class 20 contains 14817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105000.000000 Penalty: 43318.621094
Iteration 457Q: 14 clusters Score -8.1105e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165351 members 
Mstep: Class 3 contains 35948 members 
Mstep: Class 4 contains 35524 members 
Mstep: Class 5 contains 40629 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159040 members 
Mstep: Class 11 contains 4485 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206542 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13325 members 
Mstep: Class 20 contains 14819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104960.000000 Penalty: 43318.621094
Iteration 458Q: 14 clusters Score -8.110496e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165299 members 
Mstep: Class 3 contains 35953 members 
Mstep: Class 4 contains 35524 members 
Mstep: Class 5 contains 40626 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159080 members 
Mstep: Class 11 contains 4484 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206549 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13330 members 
Mstep: Class 20 contains 14818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105000.000000 Penalty: 43318.621094
Iteration 459Q: 14 clusters Score -8.1105e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165261 members 
Mstep: Class 3 contains 35957 members 
Mstep: Class 4 contains 35526 members 
Mstep: Class 5 contains 40637 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 159106 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206544 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13335 members 
Mstep: Class 20 contains 14814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105088.000000 Penalty: 43318.621094
Iteration 460F: 14 clusters Score -8.110509e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165227 members 
Mstep: Class 3 contains 35960 members 
Mstep: Class 4 contains 35526 members 
Mstep: Class 5 contains 40644 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159140 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206530 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13335 members 
Mstep: Class 20 contains 14817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105184.000000 Penalty: 43318.621094
Iteration 461Q: 14 clusters Score -8.110518e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165194 members 
Mstep: Class 3 contains 35961 members 
Mstep: Class 4 contains 35531 members 
Mstep: Class 5 contains 40649 members 
Mstep: Class 6 contains 2510 members 
Mstep: Class 7 contains 159180 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206502 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13334 members 
Mstep: Class 20 contains 14827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105216.000000 Penalty: 43318.621094
Iteration 462Q: 14 clusters Score -8.110522e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165163 members 
Mstep: Class 3 contains 35964 members 
Mstep: Class 4 contains 35532 members 
Mstep: Class 5 contains 40652 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159209 members 
Mstep: Class 11 contains 4482 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206478 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13338 members 
Mstep: Class 20 contains 14844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105320.000000 Penalty: 43318.621094
Iteration 463Q: 14 clusters Score -8.110532e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165104 members 
Mstep: Class 3 contains 35975 members 
Mstep: Class 4 contains 35531 members 
Mstep: Class 5 contains 40654 members 
Mstep: Class 6 contains 2511 members 
Mstep: Class 7 contains 159231 members 
Mstep: Class 11 contains 4481 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206484 members 
Mstep: Class 14 contains 3237 members 
Mstep: Class 19 contains 13338 members 
Mstep: Class 20 contains 14860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105144.000000 Penalty: 43318.621094
Iteration 464Q: 14 clusters Score -8.110514e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 165051 members 
Mstep: Class 3 contains 35984 members 
Mstep: Class 4 contains 35530 members 
Mstep: Class 5 contains 40652 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159270 members 
Mstep: Class 11 contains 4480 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206480 members 
Mstep: Class 14 contains 3236 members 
Mstep: Class 19 contains 13341 members 
Mstep: Class 20 contains 14873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105144.000000 Penalty: 43318.621094
Iteration 465Q: 14 clusters Score -8.110514e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164992 members 
Mstep: Class 3 contains 36001 members 
Mstep: Class 4 contains 35530 members 
Mstep: Class 5 contains 40650 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159299 members 
Mstep: Class 11 contains 4475 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206491 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 19 contains 13345 members 
Mstep: Class 20 contains 14882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 43318.621094
Iteration 466Q: 14 clusters Score -8.11052e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164931 members 
Mstep: Class 3 contains 36015 members 
Mstep: Class 4 contains 35526 members 
Mstep: Class 5 contains 40643 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159315 members 
Mstep: Class 11 contains 4473 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206525 members 
Mstep: Class 14 contains 3234 members 
Mstep: Class 19 contains 13348 members 
Mstep: Class 20 contains 14889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105104.000000 Penalty: 43318.621094
Iteration 467Q: 14 clusters Score -8.11051e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 164863 members 
Mstep: Class 3 contains 36029 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 40640 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159344 members 
Mstep: Class 11 contains 4470 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206560 members 
Mstep: Class 14 contains 3233 members 
Mstep: Class 19 contains 13347 members 
Mstep: Class 20 contains 14893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105128.000000 Penalty: 43318.621094
Iteration 468Q: 14 clusters Score -8.110513e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 164803 members 
Mstep: Class 3 contains 36042 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 40635 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 159364 members 
Mstep: Class 11 contains 4470 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206585 members 
Mstep: Class 14 contains 3232 members 
Mstep: Class 19 contains 13348 members 
Mstep: Class 20 contains 14901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 43318.621094
Iteration 469Q: 14 clusters Score -8.110515e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164738 members 
Mstep: Class 3 contains 36048 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 40637 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159386 members 
Mstep: Class 11 contains 4470 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206610 members 
Mstep: Class 14 contains 3230 members 
Mstep: Class 19 contains 13353 members 
Mstep: Class 20 contains 14907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105032.000000 Penalty: 43318.621094
Iteration 470Q: 14 clusters Score -8.110503e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164687 members 
Mstep: Class 3 contains 36048 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 40638 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159396 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206640 members 
Mstep: Class 14 contains 3228 members 
Mstep: Class 19 contains 13362 members 
Mstep: Class 20 contains 14911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105048.000000 Penalty: 43318.621094
Iteration 471Q: 14 clusters Score -8.110505e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164626 members 
Mstep: Class 3 contains 36056 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 40638 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159400 members 
Mstep: Class 11 contains 4468 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206689 members 
Mstep: Class 14 contains 3225 members 
Mstep: Class 19 contains 13364 members 
Mstep: Class 20 contains 14912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105104.000000 Penalty: 43318.621094
Iteration 472Q: 14 clusters Score -8.11051e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164580 members 
Mstep: Class 3 contains 36068 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 40638 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159408 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206712 members 
Mstep: Class 14 contains 3224 members 
Mstep: Class 19 contains 13367 members 
Mstep: Class 20 contains 14917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105120.000000 Penalty: 43318.621094
Iteration 473Q: 14 clusters Score -8.110512e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164535 members 
Mstep: Class 3 contains 36074 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 40625 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159423 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206737 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 19 contains 13369 members 
Mstep: Class 20 contains 14927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105112.000000 Penalty: 43318.621094
Iteration 474Q: 14 clusters Score -8.110511e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164482 members 
Mstep: Class 3 contains 36086 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 40617 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159435 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206764 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 19 contains 13366 members 
Mstep: Class 20 contains 14943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104984.000000 Penalty: 43318.621094
Iteration 475Q: 14 clusters Score -8.110498e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164444 members 
Mstep: Class 3 contains 36094 members 
Mstep: Class 4 contains 35521 members 
Mstep: Class 5 contains 40611 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159436 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206789 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 19 contains 13366 members 
Mstep: Class 20 contains 14954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105024.000000 Penalty: 43318.621094
Iteration 476Q: 14 clusters Score -8.110502e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164405 members 
Mstep: Class 3 contains 36105 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 40607 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159435 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206815 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 19 contains 13370 members 
Mstep: Class 20 contains 14961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105000.000000 Penalty: 43318.621094
Iteration 477Q: 14 clusters Score -8.1105e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164371 members 
Mstep: Class 3 contains 36114 members 
Mstep: Class 4 contains 35515 members 
Mstep: Class 5 contains 40603 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159433 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206836 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 19 contains 13377 members 
Mstep: Class 20 contains 14967 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105000.000000 Penalty: 43318.621094
Iteration 478Q: 14 clusters Score -8.1105e+07 nChanged 170
Entering ConstructFrom: 
Score: -81105000.000000 Penalty: 43318.621094
Entering ConstructFrom: 
Trying to split cluster 1 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -290304.625000 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -290304.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -287286.062500 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -287286.1 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -287849.531250 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -287849.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -287993.125000 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -287993.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -288085.000000 Penalty: 3898.077393
	Iteration 3Q: 3 clusters Score -288085 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -288138.375000 Penalty: 3898.077393
	Iteration 4Q: 3 clusters Score -288138.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -288164.187500 Penalty: 3898.077393
	Iteration 5Q: 3 clusters Score -288164.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -288189.718750 Penalty: 3898.077393
	Iteration 6Q: 3 clusters Score -288189.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -288209.781250 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -288209.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -288224.812500 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -288224.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -288236.718750 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -288236.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -288248.031250 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -288248 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -288259.593750 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -288259.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -288268.593750 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -288268.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -288272.187500 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -288272.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -288278.375000 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -288278.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -288284.156250 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -288284.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -288291.562500 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -288291.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -288297.531250 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -288297.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -288302.625000 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -288302.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -288305.687500 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -288305.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -288312.718750 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -288312.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -288319.531250 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -288319.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -288330.125000 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -288330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -288338.437500 Penalty: 3898.077393
	Iteration 23Q: 3 clusters Score -288338.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -288346.937500 Penalty: 3898.077393
	Iteration 24Q: 3 clusters Score -288346.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -288359.312500 Penalty: 3898.077393
	Iteration 25Q: 3 clusters Score -288359.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -288364.968750 Penalty: 3898.077393
	Iteration 26Q: 3 clusters Score -288365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -288368.562500 Penalty: 3898.077393
	Iteration 27Q: 3 clusters Score -288368.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -288370.343750 Penalty: 3898.077393
	Iteration 28Q: 3 clusters Score -288370.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -288373.406250 Penalty: 3898.077393
	Iteration 29Q: 3 clusters Score -288373.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -288376.750000 Penalty: 3898.077393
	Iteration 30Q: 3 clusters Score -288376.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -288380.281250 Penalty: 3898.077393
	Iteration 31Q: 3 clusters Score -288380.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -288386.062500 Penalty: 3898.077393
	Iteration 32Q: 3 clusters Score -288386.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -288391.343750 Penalty: 3898.077393
	Iteration 33Q: 3 clusters Score -288391.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -288396.500000 Penalty: 3898.077393
	Iteration 34Q: 3 clusters Score -288396.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -288404.843750 Penalty: 3898.077393
	Iteration 35Q: 3 clusters Score -288404.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -288410.656250 Penalty: 3898.077393
	Iteration 36Q: 3 clusters Score -288410.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -288416.406250 Penalty: 3898.077393
	Iteration 37Q: 3 clusters Score -288416.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -288419.562500 Penalty: 3898.077393
	Iteration 38Q: 3 clusters Score -288419.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -288424.875000 Penalty: 3898.077393
	Iteration 39Q: 3 clusters Score -288424.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -288430.375000 Penalty: 3898.077393
	Iteration 40F: 3 clusters Score -288430.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -288433.906250 Penalty: 3898.077393
	Iteration 41Q: 3 clusters Score -288433.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -288437.406250 Penalty: 3898.077393
	Iteration 42Q: 3 clusters Score -288437.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -288442.468750 Penalty: 3898.077393
	Iteration 43Q: 3 clusters Score -288442.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -288449.093750 Penalty: 3898.077393
	Iteration 44Q: 3 clusters Score -288449.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -288453.093750 Penalty: 3898.077393
	Iteration 45Q: 3 clusters Score -288453.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -288454.687500 Penalty: 3898.077393
	Iteration 46Q: 3 clusters Score -288454.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -288459.468750 Penalty: 3898.077393
	Iteration 47Q: 3 clusters Score -288459.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -288465.562500 Penalty: 3898.077393
	Iteration 48Q: 3 clusters Score -288465.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -288471.281250 Penalty: 3898.077393
	Iteration 49Q: 3 clusters Score -288471.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -288477.062500 Penalty: 3898.077393
	Iteration 50Q: 3 clusters Score -288477.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -288482.781250 Penalty: 3898.077393
	Iteration 51Q: 3 clusters Score -288482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -288486.062500 Penalty: 3898.077393
	Iteration 52Q: 3 clusters Score -288486.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -288489.062500 Penalty: 3898.077393
	Iteration 53Q: 3 clusters Score -288489.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -288492.843750 Penalty: 3898.077393
	Iteration 54Q: 3 clusters Score -288492.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -288497.125000 Penalty: 3898.077393
	Iteration 55Q: 3 clusters Score -288497.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -288502.406250 Penalty: 3898.077393
	Iteration 56Q: 3 clusters Score -288502.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -288506.031250 Penalty: 3898.077393
	Iteration 57Q: 3 clusters Score -288506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -288511.281250 Penalty: 3898.077393
	Iteration 58Q: 3 clusters Score -288511.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -288516.468750 Penalty: 3898.077393
	Iteration 59Q: 3 clusters Score -288516.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -288519.375000 Penalty: 3898.077393
	Iteration 60F: 3 clusters Score -288519.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -288522.812500 Penalty: 3898.077393
	Iteration 61Q: 3 clusters Score -288522.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -288526.531250 Penalty: 3898.077393
	Iteration 62Q: 3 clusters Score -288526.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -288528.937500 Penalty: 3898.077393
	Iteration 63Q: 3 clusters Score -288528.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -288531.687500 Penalty: 3898.077393
	Iteration 64Q: 3 clusters Score -288531.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -288533.343750 Penalty: 3898.077393
	Iteration 65Q: 3 clusters Score -288533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -288534.375000 Penalty: 3898.077393
	Iteration 66Q: 3 clusters Score -288534.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -288534.531250 Penalty: 3898.077393
	Iteration 67Q: 3 clusters Score -288534.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -288535.187500 Penalty: 3898.077393
	Iteration 68Q: 3 clusters Score -288535.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -288535.937500 Penalty: 3898.077393
	Iteration 69Q: 3 clusters Score -288535.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -288536.812500 Penalty: 3898.077393
	Iteration 70Q: 3 clusters Score -288536.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -288537.062500 Penalty: 3898.077393
	Iteration 71Q: 3 clusters Score -288537.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -288537.062500 Penalty: 3898.077393
	Iteration 72F: 3 clusters Score -288537.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (164334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164334 members 
Entering Unmasked Estep 
Score: -19790968.000000 Penalty: 2978.394775
	Iteration 0F: 2 clusters Score -1.979097e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82214 members 
Mstep: Class 2 contains 82120 members 
Entering Unmasked Estep 
Score: -19681270.000000 Penalty: 5956.789551
	Iteration 0F: 3 clusters Score -1.968127e+07 nChanged 78877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83803 members 
Mstep: Class 2 contains 80531 members 
Entering Unmasked Estep 
Score: -19726570.000000 Penalty: 5956.789551
	Iteration 1F: 3 clusters Score -1.972657e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84528 members 
Mstep: Class 2 contains 79806 members 
Entering Unmasked Estep 
Score: -19727258.000000 Penalty: 5956.789551
	Iteration 2Q: 3 clusters Score -1.972726e+07 nChanged 3999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85771 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -19727838.000000 Penalty: 5956.789551
	Iteration 3Q: 3 clusters Score -1.972784e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87772 members 
Mstep: Class 2 contains 76562 members 
Entering Unmasked Estep 
Score: -19728604.000000 Penalty: 5956.789551
	Iteration 4Q: 3 clusters Score -1.97286e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90811 members 
Mstep: Class 2 contains 73523 members 
Entering Unmasked Estep 
Score: -19729736.000000 Penalty: 5956.789551
	Iteration 5Q: 3 clusters Score -1.972974e+07 nChanged 5697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95412 members 
Mstep: Class 2 contains 68922 members 
Entering Unmasked Estep 
Score: -19731550.000000 Penalty: 5956.789551
	Iteration 6Q: 3 clusters Score -1.973155e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102272 members 
Mstep: Class 2 contains 62062 members 
Entering Unmasked Estep 
Score: -19735240.000000 Penalty: 5956.789551
	Iteration 7Q: 3 clusters Score -1.973524e+07 nChanged 10097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112049 members 
Mstep: Class 2 contains 52285 members 
Entering Unmasked Estep 
Score: -19741372.000000 Penalty: 5956.789551
	Iteration 8F: 3 clusters Score -1.974137e+07 nChanged 12520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124433 members 
Mstep: Class 2 contains 39901 members 
Entering Unmasked Estep 
Score: -19751300.000000 Penalty: 5956.789551
	Iteration 9F: 3 clusters Score -1.97513e+07 nChanged 13596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137975 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -19764002.000000 Penalty: 5956.789551
	Iteration 10F: 3 clusters Score -1.9764e+07 nChanged 11455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149414 members 
Mstep: Class 2 contains 14920 members 
Entering Unmasked Estep 
Score: -19774970.000000 Penalty: 5956.789551
	Iteration 11F: 3 clusters Score -1.977497e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -19781754.000000 Penalty: 5956.789551
	Iteration 12Q: 3 clusters Score -1.978175e+07 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160555 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -19785300.000000 Penalty: 5956.789551
	Iteration 13Q: 3 clusters Score -1.97853e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162421 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -19786934.000000 Penalty: 5956.789551
	Iteration 14Q: 3 clusters Score -1.978693e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163230 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -19787524.000000 Penalty: 5956.789551
	Iteration 15Q: 3 clusters Score -1.978752e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163607 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -19787892.000000 Penalty: 5956.789551
	Iteration 16Q: 3 clusters Score -1.978789e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163749 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -19788054.000000 Penalty: 5956.789551
	Iteration 17Q: 3 clusters Score -1.978805e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163823 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -19788144.000000 Penalty: 5956.789551
	Iteration 18Q: 3 clusters Score -1.978814e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -19788232.000000 Penalty: 5956.789551
	Iteration 19Q: 3 clusters Score -1.978823e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -19788288.000000 Penalty: 5956.789551
	Iteration 20F: 3 clusters Score -1.978829e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163916 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -19788310.000000 Penalty: 5956.789551
	Iteration 21Q: 3 clusters Score -1.978831e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163926 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -19788324.000000 Penalty: 5956.789551
	Iteration 22Q: 3 clusters Score -1.978832e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163930 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -19788354.000000 Penalty: 5956.789551
	Iteration 23Q: 3 clusters Score -1.978835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163933 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -19788344.000000 Penalty: 5956.789551
	Iteration 24Q: 3 clusters Score -1.978834e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163935 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -19788350.000000 Penalty: 5956.789551
	Iteration 25Q: 3 clusters Score -1.978835e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163940 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -19788352.000000 Penalty: 5956.789551
	Iteration 26Q: 3 clusters Score -1.978835e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19788364.000000 Penalty: 5956.789551
	Iteration 27Q: 3 clusters Score -1.978836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163948 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -19788384.000000 Penalty: 5956.789551
	Iteration 28Q: 3 clusters Score -1.978838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -19788390.000000 Penalty: 5956.789551
	Iteration 29Q: 3 clusters Score -1.978839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163955 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19788382.000000 Penalty: 5956.789551
	Iteration 30Q: 3 clusters Score -1.978838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163956 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -19788380.000000 Penalty: 5956.789551
	Iteration 31Q: 3 clusters Score -1.978838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163955 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -19788388.000000 Penalty: 5956.789551
	Iteration 32Q: 3 clusters Score -1.978839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -19788390.000000 Penalty: 5956.789551
	Iteration 33Q: 3 clusters Score -1.978839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163954 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -19788390.000000 Penalty: 5956.789551
	Iteration 34F: 3 clusters Score -1.978839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Entering Unmasked Estep 
Score: -4330189.000000 Penalty: 2602.675049
	Iteration 0F: 2 clusters Score -4330189 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18017 members 
Mstep: Class 2 contains 18105 members 
Entering Unmasked Estep 
Score: -4305892.000000 Penalty: 5205.350098
	Iteration 0F: 3 clusters Score -4305892 nChanged 16345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -4314647.500000 Penalty: 5205.350098
	Iteration 1F: 3 clusters Score -4314648 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -4315034.000000 Penalty: 5205.350098
	Iteration 2Q: 3 clusters Score -4315034 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -4315347.500000 Penalty: 5205.350098
	Iteration 3Q: 3 clusters Score -4315348 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -4315630.000000 Penalty: 5205.350098
	Iteration 4Q: 3 clusters Score -4315630 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -4315916.500000 Penalty: 5205.350098
	Iteration 5Q: 3 clusters Score -4315916 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -4316233.500000 Penalty: 5205.350098
	Iteration 6Q: 3 clusters Score -4316234 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -4316638.000000 Penalty: 5205.350098
	Iteration 7Q: 3 clusters Score -4316638 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -4317151.000000 Penalty: 5205.350098
	Iteration 8Q: 3 clusters Score -4317151 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -4317905.500000 Penalty: 5205.350098
	Iteration 9Q: 3 clusters Score -4317906 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -4319088.000000 Penalty: 5205.350098
	Iteration 10Q: 3 clusters Score -4319088 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -4320747.500000 Penalty: 5205.350098
	Iteration 11F: 3 clusters Score -4320748 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -4322737.500000 Penalty: 5205.350098
	Iteration 12F: 3 clusters Score -4322738 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4324409.000000 Penalty: 5205.350098
	Iteration 13F: 3 clusters Score -4324409 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -4325389.500000 Penalty: 5205.350098
	Iteration 14Q: 3 clusters Score -4325390 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -4326118.000000 Penalty: 5205.350098
	Iteration 15Q: 3 clusters Score -4326118 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -4326776.000000 Penalty: 5205.350098
	Iteration 16Q: 3 clusters Score -4326776 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 15543 members 
Entering Unmasked Estep 
Score: -4327281.000000 Penalty: 5205.350098
	Iteration 17Q: 3 clusters Score -4327281 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20852 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -4327570.000000 Penalty: 5205.350098
	Iteration 18Q: 3 clusters Score -4327570 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -4327752.000000 Penalty: 5205.350098
	Iteration 19Q: 3 clusters Score -4327752 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -4327869.000000 Penalty: 5205.350098
	Iteration 20F: 3 clusters Score -4327869 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -4327954.500000 Penalty: 5205.350098
	Iteration 21Q: 3 clusters Score -4327954 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21553 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -4327982.500000 Penalty: 5205.350098
	Iteration 22Q: 3 clusters Score -4327982 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21640 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -4327984.000000 Penalty: 5205.350098
	Iteration 23Q: 3 clusters Score -4327984 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -4327989.000000 Penalty: 5205.350098
	Iteration 24Q: 3 clusters Score -4327989 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -4327999.000000 Penalty: 5205.350098
	Iteration 25Q: 3 clusters Score -4327999 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -4328005.500000 Penalty: 5205.350098
	Iteration 26Q: 3 clusters Score -4328006 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -4328015.000000 Penalty: 5205.350098
	Iteration 27Q: 3 clusters Score -4328015 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -4328031.000000 Penalty: 5205.350098
	Iteration 28Q: 3 clusters Score -4328031 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -4328022.500000 Penalty: 5205.350098
	Iteration 29Q: 3 clusters Score -4328022 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -4328026.000000 Penalty: 5205.350098
	Iteration 30Q: 3 clusters Score -4328026 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -4328038.500000 Penalty: 5205.350098
	Iteration 31Q: 3 clusters Score -4328038 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22088 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -4328040.000000 Penalty: 5205.350098
	Iteration 32Q: 3 clusters Score -4328040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4328035.000000 Penalty: 5205.350098
	Iteration 33Q: 3 clusters Score -4328035 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -4328035.500000 Penalty: 5205.350098
	Iteration 34Q: 3 clusters Score -4328036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22205 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -4328041.500000 Penalty: 5205.350098
	Iteration 35Q: 3 clusters Score -4328042 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22234 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -4328041.000000 Penalty: 5205.350098
	Iteration 36Q: 3 clusters Score -4328041 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -4328038.500000 Penalty: 5205.350098
	Iteration 37Q: 3 clusters Score -4328038 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 13832 members 
Entering Unmasked Estep 
Score: -4328036.000000 Penalty: 5205.350098
	Iteration 38Q: 3 clusters Score -4328036 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22325 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -4328041.000000 Penalty: 5205.350098
	Iteration 39Q: 3 clusters Score -4328041 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -4328047.500000 Penalty: 5205.350098
	Iteration 40F: 3 clusters Score -4328048 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -4328048.500000 Penalty: 5205.350098
	Iteration 41Q: 3 clusters Score -4328048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -4328044.000000 Penalty: 5205.350098
	Iteration 42Q: 3 clusters Score -4328044 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 13697 members 
Entering Unmasked Estep 
Score: -4328044.500000 Penalty: 5205.350098
	Iteration 43Q: 3 clusters Score -4328044 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -4328047.500000 Penalty: 5205.350098
	Iteration 44Q: 3 clusters Score -4328048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -4328049.000000 Penalty: 5205.350098
	Iteration 45Q: 3 clusters Score -4328049 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -4328052.500000 Penalty: 5205.350098
	Iteration 46Q: 3 clusters Score -4328052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -4328055.500000 Penalty: 5205.350098
	Iteration 47Q: 3 clusters Score -4328056 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -4328054.500000 Penalty: 5205.350098
	Iteration 48Q: 3 clusters Score -4328054 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -4328065.000000 Penalty: 5205.350098
	Iteration 49Q: 3 clusters Score -4328065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4328064.500000 Penalty: 5205.350098
	Iteration 50Q: 3 clusters Score -4328064 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -4328058.500000 Penalty: 5205.350098
	Iteration 51Q: 3 clusters Score -4328058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -4328069.000000 Penalty: 5205.350098
	Iteration 52Q: 3 clusters Score -4328069 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4328071.500000 Penalty: 5205.350098
	Iteration 53Q: 3 clusters Score -4328072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -4328073.500000 Penalty: 5205.350098
	Iteration 54Q: 3 clusters Score -4328074 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -4328078.500000 Penalty: 5205.350098
	Iteration 55Q: 3 clusters Score -4328078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -4328081.000000 Penalty: 5205.350098
	Iteration 56Q: 3 clusters Score -4328081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 13415 members 
Entering Unmasked Estep 
Score: -4328078.500000 Penalty: 5205.350098
	Iteration 57Q: 3 clusters Score -4328078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -4328077.500000 Penalty: 5205.350098
	Iteration 58Q: 3 clusters Score -4328078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -4328069.500000 Penalty: 5205.350098
	Iteration 59Q: 3 clusters Score -4328070 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -4328075.000000 Penalty: 5205.350098
	Iteration 60F: 3 clusters Score -4328075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -4328077.500000 Penalty: 5205.350098
	Iteration 61Q: 3 clusters Score -4328078 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -4328076.500000 Penalty: 5205.350098
	Iteration 62Q: 3 clusters Score -4328076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 13326 members 
Entering Unmasked Estep 
Score: -4328082.000000 Penalty: 5205.350098
	Iteration 63Q: 3 clusters Score -4328082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -4328078.000000 Penalty: 5205.350098
	Iteration 64Q: 3 clusters Score -4328078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4328079.500000 Penalty: 5205.350098
	Iteration 65Q: 3 clusters Score -4328080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22817 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -4328080.500000 Penalty: 5205.350098
	Iteration 66Q: 3 clusters Score -4328080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -4328074.500000 Penalty: 5205.350098
	Iteration 67Q: 3 clusters Score -4328074 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -4328081.000000 Penalty: 5205.350098
	Iteration 68Q: 3 clusters Score -4328081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -4328077.000000 Penalty: 5205.350098
	Iteration 69Q: 3 clusters Score -4328077 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -4328078.500000 Penalty: 5205.350098
	Iteration 70Q: 3 clusters Score -4328078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -4328082.000000 Penalty: 5205.350098
	Iteration 71Q: 3 clusters Score -4328082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -4328076.500000 Penalty: 5205.350098
	Iteration 72Q: 3 clusters Score -4328076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -4328074.000000 Penalty: 5205.350098
	Iteration 73Q: 3 clusters Score -4328074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -4328074.500000 Penalty: 5205.350098
	Iteration 74Q: 3 clusters Score -4328074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -4328074.000000 Penalty: 5205.350098
	Iteration 75Q: 3 clusters Score -4328074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22880 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -4328072.500000 Penalty: 5205.350098
	Iteration 76Q: 3 clusters Score -4328072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -4328074.500000 Penalty: 5205.350098
	Iteration 77Q: 3 clusters Score -4328074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -4328068.000000 Penalty: 5205.350098
	Iteration 78Q: 3 clusters Score -4328068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -4328075.500000 Penalty: 5205.350098
	Iteration 79Q: 3 clusters Score -4328076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -4328072.000000 Penalty: 5205.350098
	Iteration 80F: 3 clusters Score -4328072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -4328071.500000 Penalty: 5205.350098
	Iteration 81Q: 3 clusters Score -4328072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4328071.500000 Penalty: 5205.350098
	Iteration 82Q: 3 clusters Score -4328072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -4328071.500000 Penalty: 5205.350098
	Iteration 83F: 3 clusters Score -4328072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (35518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35518 members 
Entering Unmasked Estep 
Score: -4125624.250000 Penalty: 2598.493164
	Iteration 0F: 2 clusters Score -4125624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -4101471.750000 Penalty: 5196.986328
	Iteration 0F: 3 clusters Score -4101472 nChanged 16057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4110181.000000 Penalty: 5196.986328
	Iteration 1F: 3 clusters Score -4110181 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4110867.500000 Penalty: 5196.986328
	Iteration 2Q: 3 clusters Score -4110868 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -4111702.000000 Penalty: 5196.986328
	Iteration 3Q: 3 clusters Score -4111702 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -4112648.000000 Penalty: 5196.986328
	Iteration 4F: 3 clusters Score -4112648 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -4113797.000000 Penalty: 5196.986328
	Iteration 5F: 3 clusters Score -4113797 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -4115144.750000 Penalty: 5196.986328
	Iteration 6F: 3 clusters Score -4115145 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -4116691.000000 Penalty: 5196.986328
	Iteration 7F: 3 clusters Score -4116691 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4118301.750000 Penalty: 5196.986328
	Iteration 8F: 3 clusters Score -4118302 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -4120036.000000 Penalty: 5196.986328
	Iteration 9F: 3 clusters Score -4120036 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -4121732.000000 Penalty: 5196.986328
	Iteration 10F: 3 clusters Score -4121732 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -4123053.500000 Penalty: 5196.986328
	Iteration 11Q: 3 clusters Score -4123054 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -4123898.000000 Penalty: 5196.986328
	Iteration 12Q: 3 clusters Score -4123898 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -4124246.250000 Penalty: 5196.986328
	Iteration 13Q: 3 clusters Score -4124246 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34049 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -4124404.750000 Penalty: 5196.986328
	Iteration 14Q: 3 clusters Score -4124405 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4124488.250000 Penalty: 5196.986328
	Iteration 15Q: 3 clusters Score -4124488 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34254 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -4124521.000000 Penalty: 5196.986328
	Iteration 16Q: 3 clusters Score -4124521 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -4124539.250000 Penalty: 5196.986328
	Iteration 17Q: 3 clusters Score -4124539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -4124564.500000 Penalty: 5196.986328
	Iteration 18Q: 3 clusters Score -4124564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -4124581.250000 Penalty: 5196.986328
	Iteration 19Q: 3 clusters Score -4124581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4124585.500000 Penalty: 5196.986328
	Iteration 20F: 3 clusters Score -4124586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -4124581.750000 Penalty: 5196.986328
	Iteration 21Q: 3 clusters Score -4124582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -4124592.500000 Penalty: 5196.986328
	Iteration 22Q: 3 clusters Score -4124592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -4124593.500000 Penalty: 5196.986328
	Iteration 23Q: 3 clusters Score -4124594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -4124595.750000 Penalty: 5196.986328
	Iteration 24Q: 3 clusters Score -4124596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -4124604.250000 Penalty: 5196.986328
	Iteration 25Q: 3 clusters Score -4124604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -4124610.250000 Penalty: 5196.986328
	Iteration 26Q: 3 clusters Score -4124610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -4124614.000000 Penalty: 5196.986328
	Iteration 27Q: 3 clusters Score -4124614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34478 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -4124618.250000 Penalty: 5196.986328
	Iteration 28Q: 3 clusters Score -4124618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -4124619.750000 Penalty: 5196.986328
	Iteration 29Q: 3 clusters Score -4124620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -4124621.250000 Penalty: 5196.986328
	Iteration 30Q: 3 clusters Score -4124621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -4124624.250000 Penalty: 5196.986328
	Iteration 31Q: 3 clusters Score -4124624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -4124631.250000 Penalty: 5196.986328
	Iteration 32Q: 3 clusters Score -4124631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4124632.500000 Penalty: 5196.986328
	Iteration 33Q: 3 clusters Score -4124632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4124632.500000 Penalty: 5196.986328
	Iteration 34F: 3 clusters Score -4124632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Entering Unmasked Estep 
Score: -4937606.000000 Penalty: 2631.657959
	Iteration 0F: 2 clusters Score -4937606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20304 members 
Mstep: Class 2 contains 20296 members 
Entering Unmasked Estep 
Score: -4910218.000000 Penalty: 5263.315918
	Iteration 0F: 3 clusters Score -4910218 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -4920302.000000 Penalty: 5263.315918
	Iteration 1F: 3 clusters Score -4920302 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4920954.500000 Penalty: 5263.315918
	Iteration 2Q: 3 clusters Score -4920954 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 19429 members 
Entering Unmasked Estep 
Score: -4921830.500000 Penalty: 5263.315918
	Iteration 3Q: 3 clusters Score -4921830 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4923162.500000 Penalty: 5263.315918
	Iteration 4F: 3 clusters Score -4923162 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22784 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -4925162.500000 Penalty: 5263.315918
	Iteration 5F: 3 clusters Score -4925162 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 16486 members 
Entering Unmasked Estep 
Score: -4927922.500000 Penalty: 5263.315918
	Iteration 6F: 3 clusters Score -4927922 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25510 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -4930789.000000 Penalty: 5263.315918
	Iteration 7F: 3 clusters Score -4930789 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -4932814.000000 Penalty: 5263.315918
	Iteration 8F: 3 clusters Score -4932814 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27287 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4933902.500000 Penalty: 5263.315918
	Iteration 9Q: 3 clusters Score -4933902 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27831 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -4934445.500000 Penalty: 5263.315918
	Iteration 10Q: 3 clusters Score -4934446 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -4934733.000000 Penalty: 5263.315918
	Iteration 11Q: 3 clusters Score -4934733 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -4934935.000000 Penalty: 5263.315918
	Iteration 12Q: 3 clusters Score -4934935 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -4935115.000000 Penalty: 5263.315918
	Iteration 13Q: 3 clusters Score -4935115 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29307 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4935265.000000 Penalty: 5263.315918
	Iteration 14Q: 3 clusters Score -4935265 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29633 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -4935399.000000 Penalty: 5263.315918
	Iteration 15Q: 3 clusters Score -4935399 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29879 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -4935481.000000 Penalty: 5263.315918
	Iteration 16Q: 3 clusters Score -4935481 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30133 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -4935555.500000 Penalty: 5263.315918
	Iteration 17Q: 3 clusters Score -4935556 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -4935617.500000 Penalty: 5263.315918
	Iteration 18Q: 3 clusters Score -4935618 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30559 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -4935693.000000 Penalty: 5263.315918
	Iteration 19Q: 3 clusters Score -4935693 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30733 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -4935732.000000 Penalty: 5263.315918
	Iteration 20F: 3 clusters Score -4935732 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -4935750.000000 Penalty: 5263.315918
	Iteration 21Q: 3 clusters Score -4935750 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -4935764.500000 Penalty: 5263.315918
	Iteration 22Q: 3 clusters Score -4935764 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31171 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -4935801.000000 Penalty: 5263.315918
	Iteration 23Q: 3 clusters Score -4935801 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -4935833.000000 Penalty: 5263.315918
	Iteration 24Q: 3 clusters Score -4935833 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -4935835.000000 Penalty: 5263.315918
	Iteration 25Q: 3 clusters Score -4935835 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -4935848.000000 Penalty: 5263.315918
	Iteration 26Q: 3 clusters Score -4935848 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -4935872.000000 Penalty: 5263.315918
	Iteration 27Q: 3 clusters Score -4935872 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -4935903.500000 Penalty: 5263.315918
	Iteration 28Q: 3 clusters Score -4935904 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -4935920.000000 Penalty: 5263.315918
	Iteration 29Q: 3 clusters Score -4935920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -4935940.000000 Penalty: 5263.315918
	Iteration 30Q: 3 clusters Score -4935940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32025 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -4935940.500000 Penalty: 5263.315918
	Iteration 31Q: 3 clusters Score -4935940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32090 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -4935938.000000 Penalty: 5263.315918
	Iteration 32Q: 3 clusters Score -4935938 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -4935934.500000 Penalty: 5263.315918
	Iteration 33Q: 3 clusters Score -4935934 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -4935952.500000 Penalty: 5263.315918
	Iteration 34Q: 3 clusters Score -4935952 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -4935955.500000 Penalty: 5263.315918
	Iteration 35Q: 3 clusters Score -4935956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32331 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -4935966.000000 Penalty: 5263.315918
	Iteration 36Q: 3 clusters Score -4935966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4935967.000000 Penalty: 5263.315918
	Iteration 37Q: 3 clusters Score -4935967 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32446 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -4935974.000000 Penalty: 5263.315918
	Iteration 38Q: 3 clusters Score -4935974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32492 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -4935975.000000 Penalty: 5263.315918
	Iteration 39Q: 3 clusters Score -4935975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -4935990.500000 Penalty: 5263.315918
	Iteration 40F: 3 clusters Score -4935990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -4935998.500000 Penalty: 5263.315918
	Iteration 41Q: 3 clusters Score -4935998 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -4935989.000000 Penalty: 5263.315918
	Iteration 42Q: 3 clusters Score -4935989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32671 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -4935993.500000 Penalty: 5263.315918
	Iteration 43Q: 3 clusters Score -4935994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32706 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -4936002.500000 Penalty: 5263.315918
	Iteration 44Q: 3 clusters Score -4936002 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -4936000.500000 Penalty: 5263.315918
	Iteration 45Q: 3 clusters Score -4936000 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -4936018.000000 Penalty: 5263.315918
	Iteration 46Q: 3 clusters Score -4936018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4936018.500000 Penalty: 5263.315918
	Iteration 47Q: 3 clusters Score -4936018 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -4936020.500000 Penalty: 5263.315918
	Iteration 48Q: 3 clusters Score -4936020 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32866 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -4936030.500000 Penalty: 5263.315918
	Iteration 49Q: 3 clusters Score -4936030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32897 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -4936033.500000 Penalty: 5263.315918
	Iteration 50Q: 3 clusters Score -4936034 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -4936029.500000 Penalty: 5263.315918
	Iteration 51Q: 3 clusters Score -4936030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -4936020.500000 Penalty: 5263.315918
	Iteration 52Q: 3 clusters Score -4936020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32988 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -4936030.500000 Penalty: 5263.315918
	Iteration 53Q: 3 clusters Score -4936030 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33012 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -4936018.000000 Penalty: 5263.315918
	Iteration 54Q: 3 clusters Score -4936018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33033 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -4936011.500000 Penalty: 5263.315918
	Iteration 55Q: 3 clusters Score -4936012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -4936014.500000 Penalty: 5263.315918
	Iteration 56Q: 3 clusters Score -4936014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33074 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -4936017.500000 Penalty: 5263.315918
	Iteration 57Q: 3 clusters Score -4936018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4936021.500000 Penalty: 5263.315918
	Iteration 58Q: 3 clusters Score -4936022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -4936025.500000 Penalty: 5263.315918
	Iteration 59Q: 3 clusters Score -4936026 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33142 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -4936031.500000 Penalty: 5263.315918
	Iteration 60F: 3 clusters Score -4936032 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33178 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -4936010.500000 Penalty: 5263.315918
	Iteration 61Q: 3 clusters Score -4936010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -4936010.500000 Penalty: 5263.315918
	Iteration 62Q: 3 clusters Score -4936010 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33244 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -4936015.000000 Penalty: 5263.315918
	Iteration 63Q: 3 clusters Score -4936015 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33278 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -4936031.000000 Penalty: 5263.315918
	Iteration 64Q: 3 clusters Score -4936031 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -4936031.000000 Penalty: 5263.315918
	Iteration 65Q: 3 clusters Score -4936031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33344 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -4936039.000000 Penalty: 5263.315918
	Iteration 66Q: 3 clusters Score -4936039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33374 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -4936033.000000 Penalty: 5263.315918
	Iteration 67Q: 3 clusters Score -4936033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -4936042.500000 Penalty: 5263.315918
	Iteration 68Q: 3 clusters Score -4936042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33437 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -4936060.000000 Penalty: 5263.315918
	Iteration 69Q: 3 clusters Score -4936060 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33465 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -4936051.500000 Penalty: 5263.315918
	Iteration 70Q: 3 clusters Score -4936052 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -4936062.000000 Penalty: 5263.315918
	Iteration 71Q: 3 clusters Score -4936062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -4936054.500000 Penalty: 5263.315918
	Iteration 72Q: 3 clusters Score -4936054 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -4936051.000000 Penalty: 5263.315918
	Iteration 73Q: 3 clusters Score -4936051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -4936060.000000 Penalty: 5263.315918
	Iteration 74Q: 3 clusters Score -4936060 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -4936079.500000 Penalty: 5263.315918
	Iteration 75Q: 3 clusters Score -4936080 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -4936094.000000 Penalty: 5263.315918
	Iteration 76Q: 3 clusters Score -4936094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33682 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -4936084.500000 Penalty: 5263.315918
	Iteration 77Q: 3 clusters Score -4936084 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33713 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -4936084.000000 Penalty: 5263.315918
	Iteration 78Q: 3 clusters Score -4936084 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33743 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -4936089.000000 Penalty: 5263.315918
	Iteration 79Q: 3 clusters Score -4936089 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4936090.500000 Penalty: 5263.315918
	Iteration 80F: 3 clusters Score -4936090 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -4936086.000000 Penalty: 5263.315918
	Iteration 81Q: 3 clusters Score -4936086 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -4936094.000000 Penalty: 5263.315918
	Iteration 82Q: 3 clusters Score -4936094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -4936096.000000 Penalty: 5263.315918
	Iteration 83Q: 3 clusters Score -4936096 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -4936104.000000 Penalty: 5263.315918
	Iteration 84Q: 3 clusters Score -4936104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33916 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -4936101.500000 Penalty: 5263.315918
	Iteration 85Q: 3 clusters Score -4936102 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -4936104.500000 Penalty: 5263.315918
	Iteration 86Q: 3 clusters Score -4936104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33967 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -4936104.000000 Penalty: 5263.315918
	Iteration 87Q: 3 clusters Score -4936104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33984 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -4936115.500000 Penalty: 5263.315918
	Iteration 88Q: 3 clusters Score -4936116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -4936114.500000 Penalty: 5263.315918
	Iteration 89Q: 3 clusters Score -4936114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34009 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -4936112.500000 Penalty: 5263.315918
	Iteration 90Q: 3 clusters Score -4936112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34017 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -4936117.500000 Penalty: 5263.315918
	Iteration 91Q: 3 clusters Score -4936118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -4936115.000000 Penalty: 5263.315918
	Iteration 92Q: 3 clusters Score -4936115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -4936115.000000 Penalty: 5263.315918
	Iteration 93Q: 3 clusters Score -4936115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -4936114.500000 Penalty: 5263.315918
	Iteration 94Q: 3 clusters Score -4936114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34045 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -4936119.000000 Penalty: 5263.315918
	Iteration 95Q: 3 clusters Score -4936119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -4936119.000000 Penalty: 5263.315918
	Iteration 96Q: 3 clusters Score -4936119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -4936118.000000 Penalty: 5263.315918
	Iteration 97Q: 3 clusters Score -4936118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34058 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -4936119.000000 Penalty: 5263.315918
	Iteration 98Q: 3 clusters Score -4936119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -4936117.500000 Penalty: 5263.315918
	Iteration 99Q: 3 clusters Score -4936118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34064 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -4936121.000000 Penalty: 5263.315918
	Iteration 100F: 3 clusters Score -4936121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34066 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -4936121.000000 Penalty: 5263.315918
	Iteration 101Q: 3 clusters Score -4936121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34067 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -4936119.500000 Penalty: 5263.315918
	Iteration 102Q: 3 clusters Score -4936120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34070 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -4936122.500000 Penalty: 5263.315918
	Iteration 103Q: 3 clusters Score -4936122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -4936122.500000 Penalty: 5263.315918
	Iteration 104Q: 3 clusters Score -4936122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -4936124.000000 Penalty: 5263.315918
	Iteration 105Q: 3 clusters Score -4936124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34076 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -4936125.500000 Penalty: 5263.315918
	Iteration 106Q: 3 clusters Score -4936126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -4936124.000000 Penalty: 5263.315918
	Iteration 107Q: 3 clusters Score -4936124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -4936124.000000 Penalty: 5263.315918
	Iteration 108Q: 3 clusters Score -4936124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34085 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -4936125.000000 Penalty: 5263.315918
	Iteration 109Q: 3 clusters Score -4936125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -4936130.000000 Penalty: 5263.315918
	Iteration 110Q: 3 clusters Score -4936130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -4936126.000000 Penalty: 5263.315918
	Iteration 111Q: 3 clusters Score -4936126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -4936129.000000 Penalty: 5263.315918
	Iteration 112Q: 3 clusters Score -4936129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34091 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -4936129.000000 Penalty: 5263.315918
	Iteration 113F: 3 clusters Score -4936129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -308960.343750 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -308960.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -305989.875000 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -305989.9 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -306483.156250 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -306483.2 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -306617.250000 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -306617.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -306694.531250 Penalty: 3882.509277
	Iteration 3Q: 3 clusters Score -306694.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -306743.875000 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -306743.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -306774.906250 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -306774.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -306792.750000 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -306792.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -306803.343750 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -306803.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -306810.562500 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -306810.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -306815.343750 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -306815.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -306818.968750 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -306819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -306823.500000 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -306823.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -306826.437500 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -306826.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -306831.687500 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -306831.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -306838.875000 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -306838.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -306843.250000 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -306843.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -306848.031250 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -306848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -306852.625000 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -306852.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -306852.593750 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -306852.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -306853.906250 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -306853.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -306853.906250 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -306853.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (159427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159427 members 
Entering Unmasked Estep 
Score: -19194276.000000 Penalty: 2970.876709
	Iteration 0F: 2 clusters Score -1.919428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79662 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -19089332.000000 Penalty: 5941.753418
	Iteration 0F: 3 clusters Score -1.908933e+07 nChanged 76227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78299 members 
Mstep: Class 2 contains 81128 members 
Entering Unmasked Estep 
Score: -19132996.000000 Penalty: 5941.753418
	Iteration 1F: 3 clusters Score -1.9133e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77337 members 
Mstep: Class 2 contains 82090 members 
Entering Unmasked Estep 
Score: -19134036.000000 Penalty: 5941.753418
	Iteration 2Q: 3 clusters Score -1.913404e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 83483 members 
Entering Unmasked Estep 
Score: -19135254.000000 Penalty: 5941.753418
	Iteration 3Q: 3 clusters Score -1.913525e+07 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73847 members 
Mstep: Class 2 contains 85580 members 
Entering Unmasked Estep 
Score: -19136718.000000 Penalty: 5941.753418
	Iteration 4Q: 3 clusters Score -1.913672e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70780 members 
Mstep: Class 2 contains 88647 members 
Entering Unmasked Estep 
Score: -19138438.000000 Penalty: 5941.753418
	Iteration 5Q: 3 clusters Score -1.913844e+07 nChanged 6187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66607 members 
Mstep: Class 2 contains 92820 members 
Entering Unmasked Estep 
Score: -19140918.000000 Penalty: 5941.753418
	Iteration 6Q: 3 clusters Score -1.914092e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60958 members 
Mstep: Class 2 contains 98469 members 
Entering Unmasked Estep 
Score: -19144714.000000 Penalty: 5941.753418
	Iteration 7Q: 3 clusters Score -1.914471e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 105868 members 
Entering Unmasked Estep 
Score: -19149810.000000 Penalty: 5941.753418
	Iteration 8F: 3 clusters Score -1.914981e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44425 members 
Mstep: Class 2 contains 115002 members 
Entering Unmasked Estep 
Score: -19156656.000000 Penalty: 5941.753418
	Iteration 9F: 3 clusters Score -1.915666e+07 nChanged 10604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 125284 members 
Entering Unmasked Estep 
Score: -19165086.000000 Penalty: 5941.753418
	Iteration 10F: 3 clusters Score -1.916509e+07 nChanged 10015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 135145 members 
Entering Unmasked Estep 
Score: -19173610.000000 Penalty: 5941.753418
	Iteration 11F: 3 clusters Score -1.917361e+07 nChanged 8310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 143413 members 
Entering Unmasked Estep 
Score: -19180830.000000 Penalty: 5941.753418
	Iteration 12F: 3 clusters Score -1.918083e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 149356 members 
Entering Unmasked Estep 
Score: -19185572.000000 Penalty: 5941.753418
	Iteration 13Q: 3 clusters Score -1.918557e+07 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 153180 members 
Entering Unmasked Estep 
Score: -19188372.000000 Penalty: 5941.753418
	Iteration 14Q: 3 clusters Score -1.918837e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 155481 members 
Entering Unmasked Estep 
Score: -19189896.000000 Penalty: 5941.753418
	Iteration 15Q: 3 clusters Score -1.91899e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 156786 members 
Entering Unmasked Estep 
Score: -19190686.000000 Penalty: 5941.753418
	Iteration 16Q: 3 clusters Score -1.919069e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 157540 members 
Entering Unmasked Estep 
Score: -19191232.000000 Penalty: 5941.753418
	Iteration 17Q: 3 clusters Score -1.919123e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 157952 members 
Entering Unmasked Estep 
Score: -19191470.000000 Penalty: 5941.753418
	Iteration 18Q: 3 clusters Score -1.919147e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 158183 members 
Entering Unmasked Estep 
Score: -19191582.000000 Penalty: 5941.753418
	Iteration 19Q: 3 clusters Score -1.919158e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 158331 members 
Entering Unmasked Estep 
Score: -19191682.000000 Penalty: 5941.753418
	Iteration 20F: 3 clusters Score -1.919168e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -19191756.000000 Penalty: 5941.753418
	Iteration 21Q: 3 clusters Score -1.919176e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 158497 members 
Entering Unmasked Estep 
Score: -19191796.000000 Penalty: 5941.753418
	Iteration 22Q: 3 clusters Score -1.91918e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 158535 members 
Entering Unmasked Estep 
Score: -19191796.000000 Penalty: 5941.753418
	Iteration 23Q: 3 clusters Score -1.91918e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 158564 members 
Entering Unmasked Estep 
Score: -19191836.000000 Penalty: 5941.753418
	Iteration 24Q: 3 clusters Score -1.919184e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 158576 members 
Entering Unmasked Estep 
Score: -19191832.000000 Penalty: 5941.753418
	Iteration 25Q: 3 clusters Score -1.919183e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 158583 members 
Entering Unmasked Estep 
Score: -19191830.000000 Penalty: 5941.753418
	Iteration 26Q: 3 clusters Score -1.919183e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 158592 members 
Entering Unmasked Estep 
Score: -19191850.000000 Penalty: 5941.753418
	Iteration 27Q: 3 clusters Score -1.919185e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 158596 members 
Entering Unmasked Estep 
Score: -19191842.000000 Penalty: 5941.753418
	Iteration 28Q: 3 clusters Score -1.919184e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 158602 members 
Entering Unmasked Estep 
Score: -19191870.000000 Penalty: 5941.753418
	Iteration 29Q: 3 clusters Score -1.919187e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 158607 members 
Entering Unmasked Estep 
Score: -19191876.000000 Penalty: 5941.753418
	Iteration 30Q: 3 clusters Score -1.919188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 158610 members 
Entering Unmasked Estep 
Score: -19191890.000000 Penalty: 5941.753418
	Iteration 31Q: 3 clusters Score -1.919189e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 158614 members 
Entering Unmasked Estep 
Score: -19191882.000000 Penalty: 5941.753418
	Iteration 32Q: 3 clusters Score -1.919188e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 158618 members 
Entering Unmasked Estep 
Score: -19191892.000000 Penalty: 5941.753418
	Iteration 33Q: 3 clusters Score -1.919189e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -19191888.000000 Penalty: 5941.753418
	Iteration 34Q: 3 clusters Score -1.919189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 158623 members 
Entering Unmasked Estep 
Score: -19191896.000000 Penalty: 5941.753418
	Iteration 35Q: 3 clusters Score -1.91919e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 158626 members 
Entering Unmasked Estep 
Score: -19191886.000000 Penalty: 5941.753418
	Iteration 36Q: 3 clusters Score -1.919189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 158628 members 
Entering Unmasked Estep 
Score: -19191900.000000 Penalty: 5941.753418
	Iteration 37Q: 3 clusters Score -1.91919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 158635 members 
Entering Unmasked Estep 
Score: -19191890.000000 Penalty: 5941.753418
	Iteration 38Q: 3 clusters Score -1.919189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 158643 members 
Entering Unmasked Estep 
Score: -19191912.000000 Penalty: 5941.753418
	Iteration 39Q: 3 clusters Score -1.919191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 158647 members 
Entering Unmasked Estep 
Score: -19191898.000000 Penalty: 5941.753418
	Iteration 40F: 3 clusters Score -1.91919e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 158653 members 
Entering Unmasked Estep 
Score: -19191896.000000 Penalty: 5941.753418
	Iteration 41Q: 3 clusters Score -1.91919e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 158656 members 
Entering Unmasked Estep 
Score: -19191888.000000 Penalty: 5941.753418
	Iteration 42Q: 3 clusters Score -1.919189e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 158657 members 
Entering Unmasked Estep 
Score: -19191896.000000 Penalty: 5941.753418
	Iteration 43Q: 3 clusters Score -1.91919e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 158661 members 
Entering Unmasked Estep 
Score: -19191888.000000 Penalty: 5941.753418
	Iteration 44Q: 3 clusters Score -1.919189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -19191886.000000 Penalty: 5941.753418
	Iteration 45Q: 3 clusters Score -1.919189e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 158667 members 
Entering Unmasked Estep 
Score: -19191886.000000 Penalty: 5941.753418
	Iteration 46Q: 3 clusters Score -1.919189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 158666 members 
Entering Unmasked Estep 
Score: -19191886.000000 Penalty: 5941.753418
	Iteration 47Q: 3 clusters Score -1.919189e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -19191882.000000 Penalty: 5941.753418
	Iteration 48Q: 3 clusters Score -1.919188e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 158666 members 
Entering Unmasked Estep 
Score: -19191882.000000 Penalty: 5941.753418
	Iteration 49Q: 3 clusters Score -1.919188e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 158668 members 
Entering Unmasked Estep 
Score: -19191878.000000 Penalty: 5941.753418
	Iteration 50Q: 3 clusters Score -1.919188e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 158668 members 
Entering Unmasked Estep 
Score: -19191878.000000 Penalty: 5941.753418
	Iteration 51F: 3 clusters Score -1.919188e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (4464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Entering Unmasked Estep 
Score: -524740.062500 Penalty: 2084.142578
	Iteration 0F: 2 clusters Score -524740.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -520563.093750 Penalty: 4168.285156
	Iteration 0F: 3 clusters Score -520563.1 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -521560.781250 Penalty: 4168.285156
	Iteration 1F: 3 clusters Score -521560.8 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -521784.531250 Penalty: 4168.285156
	Iteration 2F: 3 clusters Score -521784.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -521922.812500 Penalty: 4168.285156
	Iteration 3Q: 3 clusters Score -521922.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -522041.906250 Penalty: 4168.285156
	Iteration 4Q: 3 clusters Score -522041.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -522131.093750 Penalty: 4168.285156
	Iteration 5Q: 3 clusters Score -522131.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -522215.750000 Penalty: 4168.285156
	Iteration 6Q: 3 clusters Score -522215.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -522303.281250 Penalty: 4168.285156
	Iteration 7Q: 3 clusters Score -522303.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -522394.218750 Penalty: 4168.285156
	Iteration 8Q: 3 clusters Score -522394.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -522496.750000 Penalty: 4168.285156
	Iteration 9Q: 3 clusters Score -522496.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -522605.781250 Penalty: 4168.285156
	Iteration 10Q: 3 clusters Score -522605.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -522697.968750 Penalty: 4168.285156
	Iteration 11Q: 3 clusters Score -522698 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -522777.312500 Penalty: 4168.285156
	Iteration 12Q: 3 clusters Score -522777.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -522857.218750 Penalty: 4168.285156
	Iteration 13Q: 3 clusters Score -522857.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -522951.875000 Penalty: 4168.285156
	Iteration 14Q: 3 clusters Score -522951.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -523031.000000 Penalty: 4168.285156
	Iteration 15Q: 3 clusters Score -523031 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -523103.375000 Penalty: 4168.285156
	Iteration 16Q: 3 clusters Score -523103.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -523168.437500 Penalty: 4168.285156
	Iteration 17Q: 3 clusters Score -523168.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -523217.343750 Penalty: 4168.285156
	Iteration 18Q: 3 clusters Score -523217.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -523245.312500 Penalty: 4168.285156
	Iteration 19Q: 3 clusters Score -523245.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -523273.375000 Penalty: 4168.285156
	Iteration 20F: 3 clusters Score -523273.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -523297.625000 Penalty: 4168.285156
	Iteration 21Q: 3 clusters Score -523297.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -523317.500000 Penalty: 4168.285156
	Iteration 22Q: 3 clusters Score -523317.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -523337.031250 Penalty: 4168.285156
	Iteration 23Q: 3 clusters Score -523337 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -523355.875000 Penalty: 4168.285156
	Iteration 24Q: 3 clusters Score -523355.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -523369.062500 Penalty: 4168.285156
	Iteration 25Q: 3 clusters Score -523369.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -523383.406250 Penalty: 4168.285156
	Iteration 26Q: 3 clusters Score -523383.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -523397.468750 Penalty: 4168.285156
	Iteration 27Q: 3 clusters Score -523397.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -523411.156250 Penalty: 4168.285156
	Iteration 28Q: 3 clusters Score -523411.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -523429.031250 Penalty: 4168.285156
	Iteration 29Q: 3 clusters Score -523429 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -523438.093750 Penalty: 4168.285156
	Iteration 30Q: 3 clusters Score -523438.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -523441.968750 Penalty: 4168.285156
	Iteration 31Q: 3 clusters Score -523442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -523447.375000 Penalty: 4168.285156
	Iteration 32Q: 3 clusters Score -523447.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -523448.687500 Penalty: 4168.285156
	Iteration 33Q: 3 clusters Score -523448.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -523450.687500 Penalty: 4168.285156
	Iteration 34Q: 3 clusters Score -523450.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -523450.500000 Penalty: 4168.285156
	Iteration 35Q: 3 clusters Score -523450.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -523451.781250 Penalty: 4168.285156
	Iteration 36Q: 3 clusters Score -523451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -523452.468750 Penalty: 4168.285156
	Iteration 37Q: 3 clusters Score -523452.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -523454.875000 Penalty: 4168.285156
	Iteration 38Q: 3 clusters Score -523454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -523455.687500 Penalty: 4168.285156
	Iteration 39Q: 3 clusters Score -523455.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -523459.187500 Penalty: 4168.285156
	Iteration 40F: 3 clusters Score -523459.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -523464.281250 Penalty: 4168.285156
	Iteration 41Q: 3 clusters Score -523464.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -523473.062500 Penalty: 4168.285156
	Iteration 42Q: 3 clusters Score -523473.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -523478.031250 Penalty: 4168.285156
	Iteration 43Q: 3 clusters Score -523478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -523484.625000 Penalty: 4168.285156
	Iteration 44Q: 3 clusters Score -523484.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -523489.875000 Penalty: 4168.285156
	Iteration 45Q: 3 clusters Score -523489.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -523493.000000 Penalty: 4168.285156
	Iteration 46Q: 3 clusters Score -523493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -523494.437500 Penalty: 4168.285156
	Iteration 47Q: 3 clusters Score -523494.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -523497.906250 Penalty: 4168.285156
	Iteration 48Q: 3 clusters Score -523497.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -523499.843750 Penalty: 4168.285156
	Iteration 49Q: 3 clusters Score -523499.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -523501.000000 Penalty: 4168.285156
	Iteration 50Q: 3 clusters Score -523501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -523503.875000 Penalty: 4168.285156
	Iteration 51Q: 3 clusters Score -523503.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -523506.687500 Penalty: 4168.285156
	Iteration 52Q: 3 clusters Score -523506.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -523511.218750 Penalty: 4168.285156
	Iteration 53Q: 3 clusters Score -523511.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -523514.312500 Penalty: 4168.285156
	Iteration 54Q: 3 clusters Score -523514.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -523521.156250 Penalty: 4168.285156
	Iteration 55Q: 3 clusters Score -523521.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -523525.031250 Penalty: 4168.285156
	Iteration 56Q: 3 clusters Score -523525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -523524.625000 Penalty: 4168.285156
	Iteration 57Q: 3 clusters Score -523524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -523525.500000 Penalty: 4168.285156
	Iteration 58Q: 3 clusters Score -523525.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -523525.500000 Penalty: 4168.285156
	Iteration 59F: 3 clusters Score -523525.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Entering Unmasked Estep 
Score: -39078.984375 Penalty: 1486.502441
	Iteration 0F: 2 clusters Score -39078.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -37780.066406 Penalty: 2973.004883
	Iteration 0F: 3 clusters Score -37780.07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -37988.800781 Penalty: 2973.004883
	Iteration 1F: 3 clusters Score -37988.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -38031.105469 Penalty: 2973.004883
	Iteration 2Q: 3 clusters Score -38031.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -38038.976562 Penalty: 2973.004883
	Iteration 3Q: 3 clusters Score -38038.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -38047.402344 Penalty: 2973.004883
	Iteration 4Q: 3 clusters Score -38047.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -38055.285156 Penalty: 2973.004883
	Iteration 5Q: 3 clusters Score -38055.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38060.031250 Penalty: 2973.004883
	Iteration 6Q: 3 clusters Score -38060.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -38060.031250 Penalty: 2973.004883
	Iteration 7F: 3 clusters Score -38060.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (206858 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206858 members 
Entering Unmasked Estep 
Score: -24953248.000000 Penalty: 3035.467529
	Iteration 0F: 2 clusters Score -2.495325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103590 members 
Mstep: Class 2 contains 103268 members 
Entering Unmasked Estep 
Score: -24823524.000000 Penalty: 6070.935059
	Iteration 0F: 3 clusters Score -2.482352e+07 nChanged 99299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106289 members 
Mstep: Class 2 contains 100569 members 
Entering Unmasked Estep 
Score: -24881300.000000 Penalty: 6070.935059
	Iteration 1F: 3 clusters Score -2.48813e+07 nChanged 6235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107912 members 
Mstep: Class 2 contains 98946 members 
Entering Unmasked Estep 
Score: -24882624.000000 Penalty: 6070.935059
	Iteration 2Q: 3 clusters Score -2.488262e+07 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110301 members 
Mstep: Class 2 contains 96557 members 
Entering Unmasked Estep 
Score: -24884020.000000 Penalty: 6070.935059
	Iteration 3Q: 3 clusters Score -2.488402e+07 nChanged 6861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113954 members 
Mstep: Class 2 contains 92904 members 
Entering Unmasked Estep 
Score: -24886300.000000 Penalty: 6070.935059
	Iteration 4Q: 3 clusters Score -2.48863e+07 nChanged 7984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119472 members 
Mstep: Class 2 contains 87386 members 
Entering Unmasked Estep 
Score: -24889348.000000 Penalty: 6070.935059
	Iteration 5Q: 3 clusters Score -2.488935e+07 nChanged 9736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127480 members 
Mstep: Class 2 contains 79378 members 
Entering Unmasked Estep 
Score: -24894162.000000 Penalty: 6070.935059
	Iteration 6Q: 3 clusters Score -2.489416e+07 nChanged 12104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138468 members 
Mstep: Class 2 contains 68390 members 
Entering Unmasked Estep 
Score: -24902038.000000 Penalty: 6070.935059
	Iteration 7F: 3 clusters Score -2.490204e+07 nChanged 14129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151971 members 
Mstep: Class 2 contains 54887 members 
Entering Unmasked Estep 
Score: -24912664.000000 Penalty: 6070.935059
	Iteration 8F: 3 clusters Score -2.491266e+07 nChanged 14502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166183 members 
Mstep: Class 2 contains 40675 members 
Entering Unmasked Estep 
Score: -24923892.000000 Penalty: 6070.935059
	Iteration 9F: 3 clusters Score -2.492389e+07 nChanged 12715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178726 members 
Mstep: Class 2 contains 28132 members 
Entering Unmasked Estep 
Score: -24934108.000000 Penalty: 6070.935059
	Iteration 10F: 3 clusters Score -2.493411e+07 nChanged 9735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188339 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -24941072.000000 Penalty: 6070.935059
	Iteration 11Q: 3 clusters Score -2.494107e+07 nChanged 6834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195133 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -24945380.000000 Penalty: 6070.935059
	Iteration 12Q: 3 clusters Score -2.494538e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199652 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -24948048.000000 Penalty: 6070.935059
	Iteration 13Q: 3 clusters Score -2.494805e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202367 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -24949238.000000 Penalty: 6070.935059
	Iteration 14Q: 3 clusters Score -2.494924e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203944 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -24949812.000000 Penalty: 6070.935059
	Iteration 15Q: 3 clusters Score -2.494981e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204853 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -24950118.000000 Penalty: 6070.935059
	Iteration 16Q: 3 clusters Score -2.495012e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205385 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -24950308.000000 Penalty: 6070.935059
	Iteration 17Q: 3 clusters Score -2.495031e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205701 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -24950436.000000 Penalty: 6070.935059
	Iteration 18Q: 3 clusters Score -2.495044e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205858 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -24950626.000000 Penalty: 6070.935059
	Iteration 19Q: 3 clusters Score -2.495063e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205977 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -24950626.000000 Penalty: 6070.935059
	Iteration 20F: 3 clusters Score -2.495063e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206054 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -24950678.000000 Penalty: 6070.935059
	Iteration 21Q: 3 clusters Score -2.495068e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206097 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -24950718.000000 Penalty: 6070.935059
	Iteration 22Q: 3 clusters Score -2.495072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206124 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -24950724.000000 Penalty: 6070.935059
	Iteration 23Q: 3 clusters Score -2.495072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206140 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -24950742.000000 Penalty: 6070.935059
	Iteration 24Q: 3 clusters Score -2.495074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206156 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -24950766.000000 Penalty: 6070.935059
	Iteration 25Q: 3 clusters Score -2.495077e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206174 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -24950784.000000 Penalty: 6070.935059
	Iteration 26Q: 3 clusters Score -2.495078e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206192 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -24950766.000000 Penalty: 6070.935059
	Iteration 27Q: 3 clusters Score -2.495077e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206201 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -24950776.000000 Penalty: 6070.935059
	Iteration 28Q: 3 clusters Score -2.495078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206206 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -24950802.000000 Penalty: 6070.935059
	Iteration 29Q: 3 clusters Score -2.49508e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206211 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -24950826.000000 Penalty: 6070.935059
	Iteration 30Q: 3 clusters Score -2.495083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206214 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -24950812.000000 Penalty: 6070.935059
	Iteration 31Q: 3 clusters Score -2.495081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206216 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -24950820.000000 Penalty: 6070.935059
	Iteration 32Q: 3 clusters Score -2.495082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206225 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -24950824.000000 Penalty: 6070.935059
	Iteration 33Q: 3 clusters Score -2.495082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206227 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -24950826.000000 Penalty: 6070.935059
	Iteration 34Q: 3 clusters Score -2.495083e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206230 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -24950824.000000 Penalty: 6070.935059
	Iteration 35Q: 3 clusters Score -2.495082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206232 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -24950826.000000 Penalty: 6070.935059
	Iteration 36Q: 3 clusters Score -2.495083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206237 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -24950832.000000 Penalty: 6070.935059
	Iteration 37Q: 3 clusters Score -2.495083e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206241 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -24950840.000000 Penalty: 6070.935059
	Iteration 38Q: 3 clusters Score -2.495084e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206242 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -24950832.000000 Penalty: 6070.935059
	Iteration 39Q: 3 clusters Score -2.495083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206247 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -24950832.000000 Penalty: 6070.935059
	Iteration 40F: 3 clusters Score -2.495083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206251 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -24950822.000000 Penalty: 6070.935059
	Iteration 41Q: 3 clusters Score -2.495082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206254 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -24950824.000000 Penalty: 6070.935059
	Iteration 42Q: 3 clusters Score -2.495082e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206255 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -24950820.000000 Penalty: 6070.935059
	Iteration 43Q: 3 clusters Score -2.495082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206256 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -24950830.000000 Penalty: 6070.935059
	Iteration 44Q: 3 clusters Score -2.495083e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206257 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -24950822.000000 Penalty: 6070.935059
	Iteration 45Q: 3 clusters Score -2.495082e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206259 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -24950838.000000 Penalty: 6070.935059
	Iteration 46Q: 3 clusters Score -2.495084e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206263 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -24950836.000000 Penalty: 6070.935059
	Iteration 47Q: 3 clusters Score -2.495084e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206264 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -24950838.000000 Penalty: 6070.935059
	Iteration 48Q: 3 clusters Score -2.495084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206264 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -24950838.000000 Penalty: 6070.935059
	Iteration 49F: 3 clusters Score -2.495084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (3218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Entering Unmasked Estep 
Score: -394573.937500 Penalty: 2002.975830
	Iteration 0F: 2 clusters Score -394573.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -391135.218750 Penalty: 4005.951660
	Iteration 0F: 3 clusters Score -391135.2 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -391830.531250 Penalty: 4005.951660
	Iteration 1F: 3 clusters Score -391830.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -391974.312500 Penalty: 4005.951660
	Iteration 2F: 3 clusters Score -391974.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -392056.125000 Penalty: 4005.951660
	Iteration 3Q: 3 clusters Score -392056.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -392114.937500 Penalty: 4005.951660
	Iteration 4Q: 3 clusters Score -392114.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -392152.031250 Penalty: 4005.951660
	Iteration 5Q: 3 clusters Score -392152 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -392182.343750 Penalty: 4005.951660
	Iteration 6Q: 3 clusters Score -392182.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -392198.437500 Penalty: 4005.951660
	Iteration 7Q: 3 clusters Score -392198.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -392212.375000 Penalty: 4005.951660
	Iteration 8Q: 3 clusters Score -392212.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -392229.187500 Penalty: 4005.951660
	Iteration 9Q: 3 clusters Score -392229.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -392240.250000 Penalty: 4005.951660
	Iteration 10Q: 3 clusters Score -392240.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -392247.281250 Penalty: 4005.951660
	Iteration 11Q: 3 clusters Score -392247.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -392255.687500 Penalty: 4005.951660
	Iteration 12Q: 3 clusters Score -392255.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -392261.593750 Penalty: 4005.951660
	Iteration 13Q: 3 clusters Score -392261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -392264.750000 Penalty: 4005.951660
	Iteration 14Q: 3 clusters Score -392264.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -392268.062500 Penalty: 4005.951660
	Iteration 15Q: 3 clusters Score -392268.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -392269.343750 Penalty: 4005.951660
	Iteration 16Q: 3 clusters Score -392269.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -392274.031250 Penalty: 4005.951660
	Iteration 17Q: 3 clusters Score -392274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -392276.125000 Penalty: 4005.951660
	Iteration 18Q: 3 clusters Score -392276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -392277.156250 Penalty: 4005.951660
	Iteration 19Q: 3 clusters Score -392277.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -392277.625000 Penalty: 4005.951660
	Iteration 20F: 3 clusters Score -392277.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -392277.562500 Penalty: 4005.951660
	Iteration 21Q: 3 clusters Score -392277.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -392277.562500 Penalty: 4005.951660
	Iteration 22F: 3 clusters Score -392277.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (13386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Entering Unmasked Estep 
Score: -1608970.000000 Penalty: 2356.487305
	Iteration 0F: 2 clusters Score -1608970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1599112.250000 Penalty: 4712.974609
	Iteration 0F: 3 clusters Score -1599112 nChanged 5693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1602098.625000 Penalty: 4712.974609
	Iteration 1F: 3 clusters Score -1602099 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1602567.250000 Penalty: 4712.974609
	Iteration 2F: 3 clusters Score -1602567 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 6762 members 
Entering Unmasked Estep 
Score: -1603134.250000 Penalty: 4712.974609
	Iteration 3F: 3 clusters Score -1603134 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1603708.375000 Penalty: 4712.974609
	Iteration 4F: 3 clusters Score -1603708 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1604299.250000 Penalty: 4712.974609
	Iteration 5F: 3 clusters Score -1604299 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1604901.000000 Penalty: 4712.974609
	Iteration 6F: 3 clusters Score -1604901 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1605539.875000 Penalty: 4712.974609
	Iteration 7F: 3 clusters Score -1605540 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1606153.000000 Penalty: 4712.974609
	Iteration 8F: 3 clusters Score -1606153 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1606766.625000 Penalty: 4712.974609
	Iteration 9F: 3 clusters Score -1606767 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1607155.875000 Penalty: 4712.974609
	Iteration 10Q: 3 clusters Score -1607156 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1607334.375000 Penalty: 4712.974609
	Iteration 11Q: 3 clusters Score -1607334 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -1607408.125000 Penalty: 4712.974609
	Iteration 12Q: 3 clusters Score -1607408 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1607458.500000 Penalty: 4712.974609
	Iteration 13Q: 3 clusters Score -1607458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1607493.875000 Penalty: 4712.974609
	Iteration 14Q: 3 clusters Score -1607494 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1607520.375000 Penalty: 4712.974609
	Iteration 15Q: 3 clusters Score -1607520 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1607538.750000 Penalty: 4712.974609
	Iteration 16Q: 3 clusters Score -1607539 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1607552.750000 Penalty: 4712.974609
	Iteration 17Q: 3 clusters Score -1607553 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -1607564.750000 Penalty: 4712.974609
	Iteration 18Q: 3 clusters Score -1607565 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1607583.125000 Penalty: 4712.974609
	Iteration 19Q: 3 clusters Score -1607583 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -1607598.125000 Penalty: 4712.974609
	Iteration 20F: 3 clusters Score -1607598 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1607614.625000 Penalty: 4712.974609
	Iteration 21Q: 3 clusters Score -1607615 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1607625.000000 Penalty: 4712.974609
	Iteration 22Q: 3 clusters Score -1607625 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1607629.375000 Penalty: 4712.974609
	Iteration 23Q: 3 clusters Score -1607629 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1607648.375000 Penalty: 4712.974609
	Iteration 24Q: 3 clusters Score -1607648 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -1607657.125000 Penalty: 4712.974609
	Iteration 25Q: 3 clusters Score -1607657 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -1607659.750000 Penalty: 4712.974609
	Iteration 26Q: 3 clusters Score -1607660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1607663.500000 Penalty: 4712.974609
	Iteration 27Q: 3 clusters Score -1607664 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -1607671.125000 Penalty: 4712.974609
	Iteration 28Q: 3 clusters Score -1607671 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1607670.875000 Penalty: 4712.974609
	Iteration 29Q: 3 clusters Score -1607671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1607677.625000 Penalty: 4712.974609
	Iteration 30Q: 3 clusters Score -1607678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -1607687.875000 Penalty: 4712.974609
	Iteration 31Q: 3 clusters Score -1607688 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1607689.500000 Penalty: 4712.974609
	Iteration 32Q: 3 clusters Score -1607690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -1607694.625000 Penalty: 4712.974609
	Iteration 33Q: 3 clusters Score -1607695 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1607708.375000 Penalty: 4712.974609
	Iteration 34Q: 3 clusters Score -1607708 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -1607725.000000 Penalty: 4712.974609
	Iteration 35Q: 3 clusters Score -1607725 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -1607728.375000 Penalty: 4712.974609
	Iteration 36Q: 3 clusters Score -1607728 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10303 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1607736.875000 Penalty: 4712.974609
	Iteration 37Q: 3 clusters Score -1607737 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1607742.125000 Penalty: 4712.974609
	Iteration 38Q: 3 clusters Score -1607742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1607745.500000 Penalty: 4712.974609
	Iteration 39Q: 3 clusters Score -1607746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1607748.000000 Penalty: 4712.974609
	Iteration 40F: 3 clusters Score -1607748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -1607753.000000 Penalty: 4712.974609
	Iteration 41Q: 3 clusters Score -1607753 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1607759.500000 Penalty: 4712.974609
	Iteration 42Q: 3 clusters Score -1607760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -1607761.250000 Penalty: 4712.974609
	Iteration 43Q: 3 clusters Score -1607761 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -1607765.250000 Penalty: 4712.974609
	Iteration 44Q: 3 clusters Score -1607765 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -1607772.500000 Penalty: 4712.974609
	Iteration 45Q: 3 clusters Score -1607772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1607772.250000 Penalty: 4712.974609
	Iteration 46Q: 3 clusters Score -1607772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1607773.000000 Penalty: 4712.974609
	Iteration 47Q: 3 clusters Score -1607773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1607773.750000 Penalty: 4712.974609
	Iteration 48Q: 3 clusters Score -1607774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1607775.625000 Penalty: 4712.974609
	Iteration 49Q: 3 clusters Score -1607776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10524 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1607775.125000 Penalty: 4712.974609
	Iteration 50Q: 3 clusters Score -1607775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1607777.625000 Penalty: 4712.974609
	Iteration 51Q: 3 clusters Score -1607778 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1607778.750000 Penalty: 4712.974609
	Iteration 52Q: 3 clusters Score -1607779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1607779.875000 Penalty: 4712.974609
	Iteration 53Q: 3 clusters Score -1607780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1607779.625000 Penalty: 4712.974609
	Iteration 54Q: 3 clusters Score -1607780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1607784.875000 Penalty: 4712.974609
	Iteration 55Q: 3 clusters Score -1607785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1607785.000000 Penalty: 4712.974609
	Iteration 56Q: 3 clusters Score -1607785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1607787.000000 Penalty: 4712.974609
	Iteration 57Q: 3 clusters Score -1607787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1607786.375000 Penalty: 4712.974609
	Iteration 58Q: 3 clusters Score -1607786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -1607785.250000 Penalty: 4712.974609
	Iteration 59Q: 3 clusters Score -1607785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1607783.375000 Penalty: 4712.974609
	Iteration 60F: 3 clusters Score -1607783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1607782.625000 Penalty: 4712.974609
	Iteration 61Q: 3 clusters Score -1607783 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1607785.000000 Penalty: 4712.974609
	Iteration 62Q: 3 clusters Score -1607785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1607787.500000 Penalty: 4712.974609
	Iteration 63Q: 3 clusters Score -1607788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1607788.750000 Penalty: 4712.974609
	Iteration 64Q: 3 clusters Score -1607789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1607789.125000 Penalty: 4712.974609
	Iteration 65Q: 3 clusters Score -1607789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1607788.625000 Penalty: 4712.974609
	Iteration 66Q: 3 clusters Score -1607789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1607788.625000 Penalty: 4712.974609
	Iteration 67Q: 3 clusters Score -1607789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1607791.125000 Penalty: 4712.974609
	Iteration 68Q: 3 clusters Score -1607791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1607787.125000 Penalty: 4712.974609
	Iteration 69Q: 3 clusters Score -1607787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1607790.750000 Penalty: 4712.974609
	Iteration 70Q: 3 clusters Score -1607791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1607790.625000 Penalty: 4712.974609
	Iteration 71Q: 3 clusters Score -1607791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1607792.125000 Penalty: 4712.974609
	Iteration 72Q: 3 clusters Score -1607792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1607792.125000 Penalty: 4712.974609
	Iteration 73F: 3 clusters Score -1607792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (14970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Entering Unmasked Estep 
Score: -1847719.375000 Penalty: 2384.223389
	Iteration 0F: 2 clusters Score -1847719 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1836745.250000 Penalty: 4768.446777
	Iteration 0F: 3 clusters Score -1836745 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1840200.750000 Penalty: 4768.446777
	Iteration 1F: 3 clusters Score -1840201 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1840547.000000 Penalty: 4768.446777
	Iteration 2F: 3 clusters Score -1840547 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -1840804.375000 Penalty: 4768.446777
	Iteration 3Q: 3 clusters Score -1840804 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1841035.000000 Penalty: 4768.446777
	Iteration 4Q: 3 clusters Score -1841035 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -1841259.500000 Penalty: 4768.446777
	Iteration 5Q: 3 clusters Score -1841260 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1841545.625000 Penalty: 4768.446777
	Iteration 6Q: 3 clusters Score -1841546 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1841916.125000 Penalty: 4768.446777
	Iteration 7Q: 3 clusters Score -1841916 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -1842395.750000 Penalty: 4768.446777
	Iteration 8Q: 3 clusters Score -1842396 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 10705 members 
Entering Unmasked Estep 
Score: -1842976.750000 Penalty: 4768.446777
	Iteration 9F: 3 clusters Score -1842977 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -1843663.750000 Penalty: 4768.446777
	Iteration 10F: 3 clusters Score -1843664 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1844295.000000 Penalty: 4768.446777
	Iteration 11Q: 3 clusters Score -1844295 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -1844739.250000 Penalty: 4768.446777
	Iteration 12Q: 3 clusters Score -1844739 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1845021.125000 Penalty: 4768.446777
	Iteration 13Q: 3 clusters Score -1845021 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1845153.875000 Penalty: 4768.446777
	Iteration 14Q: 3 clusters Score -1845154 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -1845235.125000 Penalty: 4768.446777
	Iteration 15Q: 3 clusters Score -1845235 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 12906 members 
Entering Unmasked Estep 
Score: -1845279.750000 Penalty: 4768.446777
	Iteration 16Q: 3 clusters Score -1845280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -1845312.750000 Penalty: 4768.446777
	Iteration 17Q: 3 clusters Score -1845313 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -1845340.500000 Penalty: 4768.446777
	Iteration 18Q: 3 clusters Score -1845340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -1845367.000000 Penalty: 4768.446777
	Iteration 19Q: 3 clusters Score -1845367 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1845387.750000 Penalty: 4768.446777
	Iteration 20F: 3 clusters Score -1845388 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1845406.500000 Penalty: 4768.446777
	Iteration 21Q: 3 clusters Score -1845406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -1845419.500000 Penalty: 4768.446777
	Iteration 22Q: 3 clusters Score -1845420 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -1845429.375000 Penalty: 4768.446777
	Iteration 23Q: 3 clusters Score -1845429 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 13335 members 
Entering Unmasked Estep 
Score: -1845440.875000 Penalty: 4768.446777
	Iteration 24Q: 3 clusters Score -1845441 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 13359 members 
Entering Unmasked Estep 
Score: -1845447.125000 Penalty: 4768.446777
	Iteration 25Q: 3 clusters Score -1845447 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1845455.750000 Penalty: 4768.446777
	Iteration 26Q: 3 clusters Score -1845456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -1845459.875000 Penalty: 4768.446777
	Iteration 27Q: 3 clusters Score -1845460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -1845463.625000 Penalty: 4768.446777
	Iteration 28Q: 3 clusters Score -1845464 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1845464.625000 Penalty: 4768.446777
	Iteration 29Q: 3 clusters Score -1845465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1845467.500000 Penalty: 4768.446777
	Iteration 30Q: 3 clusters Score -1845468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -1845471.625000 Penalty: 4768.446777
	Iteration 31Q: 3 clusters Score -1845472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -1845477.750000 Penalty: 4768.446777
	Iteration 32Q: 3 clusters Score -1845478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -1845477.625000 Penalty: 4768.446777
	Iteration 33Q: 3 clusters Score -1845478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -1845482.250000 Penalty: 4768.446777
	Iteration 34Q: 3 clusters Score -1845482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 13515 members 
Entering Unmasked Estep 
Score: -1845485.375000 Penalty: 4768.446777
	Iteration 35Q: 3 clusters Score -1845485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -1845488.875000 Penalty: 4768.446777
	Iteration 36Q: 3 clusters Score -1845489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1845486.500000 Penalty: 4768.446777
	Iteration 37Q: 3 clusters Score -1845486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1845488.750000 Penalty: 4768.446777
	Iteration 38Q: 3 clusters Score -1845489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1845492.500000 Penalty: 4768.446777
	Iteration 39Q: 3 clusters Score -1845492 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -1845493.000000 Penalty: 4768.446777
	Iteration 40F: 3 clusters Score -1845493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1845497.250000 Penalty: 4768.446777
	Iteration 41Q: 3 clusters Score -1845497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13588 members 
Entering Unmasked Estep 
Score: -1845502.500000 Penalty: 4768.446777
	Iteration 42Q: 3 clusters Score -1845502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1845508.625000 Penalty: 4768.446777
	Iteration 43Q: 3 clusters Score -1845509 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1845512.125000 Penalty: 4768.446777
	Iteration 44Q: 3 clusters Score -1845512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -1845510.750000 Penalty: 4768.446777
	Iteration 45Q: 3 clusters Score -1845511 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1845511.500000 Penalty: 4768.446777
	Iteration 46Q: 3 clusters Score -1845512 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1845513.500000 Penalty: 4768.446777
	Iteration 47Q: 3 clusters Score -1845514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -1845513.125000 Penalty: 4768.446777
	Iteration 48Q: 3 clusters Score -1845513 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1845515.875000 Penalty: 4768.446777
	Iteration 49Q: 3 clusters Score -1845516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -1845519.750000 Penalty: 4768.446777
	Iteration 50Q: 3 clusters Score -1845520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13647 members 
Entering Unmasked Estep 
Score: -1845519.125000 Penalty: 4768.446777
	Iteration 51Q: 3 clusters Score -1845519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1845517.250000 Penalty: 4768.446777
	Iteration 52Q: 3 clusters Score -1845517 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -1845518.500000 Penalty: 4768.446777
	Iteration 53Q: 3 clusters Score -1845518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1845520.625000 Penalty: 4768.446777
	Iteration 54Q: 3 clusters Score -1845521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -1845522.125000 Penalty: 4768.446777
	Iteration 55Q: 3 clusters Score -1845522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1845524.500000 Penalty: 4768.446777
	Iteration 56Q: 3 clusters Score -1845524 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -1845526.625000 Penalty: 4768.446777
	Iteration 57Q: 3 clusters Score -1845527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -1845527.500000 Penalty: 4768.446777
	Iteration 58Q: 3 clusters Score -1845528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -1845526.125000 Penalty: 4768.446777
	Iteration 59Q: 3 clusters Score -1845526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1845527.000000 Penalty: 4768.446777
	Iteration 60F: 3 clusters Score -1845527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -1845528.750000 Penalty: 4768.446777
	Iteration 61Q: 3 clusters Score -1845529 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -1845530.500000 Penalty: 4768.446777
	Iteration 62Q: 3 clusters Score -1845530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -1845536.625000 Penalty: 4768.446777
	Iteration 63Q: 3 clusters Score -1845537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -1845537.875000 Penalty: 4768.446777
	Iteration 64Q: 3 clusters Score -1845538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1845542.375000 Penalty: 4768.446777
	Iteration 65Q: 3 clusters Score -1845542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1845540.125000 Penalty: 4768.446777
	Iteration 66Q: 3 clusters Score -1845540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -1845543.250000 Penalty: 4768.446777
	Iteration 67Q: 3 clusters Score -1845543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1845544.750000 Penalty: 4768.446777
	Iteration 68Q: 3 clusters Score -1845545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1845548.000000 Penalty: 4768.446777
	Iteration 69Q: 3 clusters Score -1845548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -1845549.500000 Penalty: 4768.446777
	Iteration 70Q: 3 clusters Score -1845550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1845550.750000 Penalty: 4768.446777
	Iteration 71Q: 3 clusters Score -1845551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -1845549.625000 Penalty: 4768.446777
	Iteration 72Q: 3 clusters Score -1845550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1845551.625000 Penalty: 4768.446777
	Iteration 73Q: 3 clusters Score -1845552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -1845551.875000 Penalty: 4768.446777
	Iteration 74Q: 3 clusters Score -1845552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1845551.250000 Penalty: 4768.446777
	Iteration 75Q: 3 clusters Score -1845551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -1845557.500000 Penalty: 4768.446777
	Iteration 76Q: 3 clusters Score -1845558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -1845555.375000 Penalty: 4768.446777
	Iteration 77Q: 3 clusters Score -1845555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -1845559.750000 Penalty: 4768.446777
	Iteration 78Q: 3 clusters Score -1845560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1845562.625000 Penalty: 4768.446777
	Iteration 79Q: 3 clusters Score -1845563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -1845564.750000 Penalty: 4768.446777
	Iteration 80F: 3 clusters Score -1845565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -1845565.625000 Penalty: 4768.446777
	Iteration 81Q: 3 clusters Score -1845566 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1845569.375000 Penalty: 4768.446777
	Iteration 82Q: 3 clusters Score -1845569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -1845574.000000 Penalty: 4768.446777
	Iteration 83Q: 3 clusters Score -1845574 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 13837 members 
Entering Unmasked Estep 
Score: -1845578.375000 Penalty: 4768.446777
	Iteration 84Q: 3 clusters Score -1845578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1845581.000000 Penalty: 4768.446777
	Iteration 85Q: 3 clusters Score -1845581 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -1845585.500000 Penalty: 4768.446777
	Iteration 86Q: 3 clusters Score -1845586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1845586.000000 Penalty: 4768.446777
	Iteration 87Q: 3 clusters Score -1845586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -1845587.125000 Penalty: 4768.446777
	Iteration 88Q: 3 clusters Score -1845587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -1845587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 13876 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -1845588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
Score: -1845589.875000 Penalty: 4768.446777
	Iteration 91Q: 3 clusters Score -1845590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -1845591.875000 Penalty: 4768.446777
	Iteration 92Q: 3 clusters Score -1845592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -1845597.000000 Penalty: 4768.446777
	Iteration 93Q: 3 clusters Score -1845597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -1845595.000000 Penalty: 4768.446777
	Iteration 94Q: 3 clusters Score -1845595 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1845594.000000 Penalty: 4768.446777
	Iteration 95Q: 3 clusters Score -1845594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -1845597.875000 Penalty: 4768.446777
	Iteration 96Q: 3 clusters Score -1845598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -1845597.750000 Penalty: 4768.446777
	Iteration 97Q: 3 clusters Score -1845598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1845597.500000 Penalty: 4768.446777
	Iteration 98Q: 3 clusters Score -1845598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1845597.500000 Penalty: 4768.446777
	Iteration 99F: 3 clusters Score -1845598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164334 members 
Mstep: Class 3 contains 36122 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 40600 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159427 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206858 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 19 contains 13386 members 
Mstep: Class 20 contains 14970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104976.000000 Penalty: 43318.621094
Iteration 479Q: 14 clusters Score -8.110498e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164285 members 
Mstep: Class 3 contains 36141 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 40603 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159414 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206877 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 19 contains 13392 members 
Mstep: Class 20 contains 14983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104880.000000 Penalty: 43318.621094
Iteration 480F: 14 clusters Score -8.110488e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164256 members 
Mstep: Class 3 contains 36149 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 40602 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 159392 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206905 members 
Mstep: Class 14 contains 3220 members 
Mstep: Class 19 contains 13398 members 
Mstep: Class 20 contains 14994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104888.000000 Penalty: 43318.621094
Iteration 481Q: 14 clusters Score -8.110489e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164214 members 
Mstep: Class 3 contains 36160 members 
Mstep: Class 4 contains 35519 members 
Mstep: Class 5 contains 40600 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 159380 members 
Mstep: Class 11 contains 4463 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206932 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 19 contains 13405 members 
Mstep: Class 20 contains 15004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104904.000000 Penalty: 43318.621094
Iteration 482Q: 14 clusters Score -8.11049e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164171 members 
Mstep: Class 3 contains 36166 members 
Mstep: Class 4 contains 35518 members 
Mstep: Class 5 contains 40600 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 159401 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206939 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 19 contains 13407 members 
Mstep: Class 20 contains 15011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104976.000000 Penalty: 43318.621094
Iteration 483Q: 14 clusters Score -8.110498e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 164121 members 
Mstep: Class 3 contains 36177 members 
Mstep: Class 4 contains 35517 members 
Mstep: Class 5 contains 40605 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 159418 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206945 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 19 contains 13411 members 
Mstep: Class 20 contains 15019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104952.000000 Penalty: 43318.621094
Iteration 484Q: 14 clusters Score -8.110495e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 164089 members 
Mstep: Class 3 contains 36186 members 
Mstep: Class 4 contains 35512 members 
Mstep: Class 5 contains 40609 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159452 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206923 members 
Mstep: Class 14 contains 3222 members 
Mstep: Class 19 contains 13409 members 
Mstep: Class 20 contains 15032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105016.000000 Penalty: 43318.621094
Iteration 485Q: 14 clusters Score -8.110502e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 164039 members 
Mstep: Class 3 contains 36197 members 
Mstep: Class 4 contains 35511 members 
Mstep: Class 5 contains 40615 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159494 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206908 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 19 contains 13408 members 
Mstep: Class 20 contains 15042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105000.000000 Penalty: 43318.621094
Iteration 486Q: 14 clusters Score -8.1105e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 163978 members 
Mstep: Class 3 contains 36215 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 40621 members 
Mstep: Class 6 contains 2509 members 
Mstep: Class 7 contains 159521 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206905 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 19 contains 13410 members 
Mstep: Class 20 contains 15054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104872.000000 Penalty: 43318.621094
Iteration 487Q: 14 clusters Score -8.110487e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 163920 members 
Mstep: Class 3 contains 36230 members 
Mstep: Class 4 contains 35510 members 
Mstep: Class 5 contains 40621 members 
Mstep: Class 6 contains 2508 members 
Mstep: Class 7 contains 159542 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206910 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 19 contains 13416 members 
Mstep: Class 20 contains 15065 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104936.000000 Penalty: 43318.621094
Iteration 488Q: 14 clusters Score -8.110494e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 163860 members 
Mstep: Class 3 contains 36256 members 
Mstep: Class 4 contains 35506 members 
Mstep: Class 5 contains 40621 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159579 members 
Mstep: Class 11 contains 4466 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206894 members 
Mstep: Class 14 contains 3221 members 
Mstep: Class 19 contains 13416 members 
Mstep: Class 20 contains 15082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104840.000000 Penalty: 43318.621094
Iteration 489Q: 14 clusters Score -8.110484e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 163803 members 
Mstep: Class 3 contains 36284 members 
Mstep: Class 4 contains 35504 members 
Mstep: Class 5 contains 40619 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159617 members 
Mstep: Class 11 contains 4466 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206869 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 19 contains 13416 members 
Mstep: Class 20 contains 15104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104744.000000 Penalty: 43318.621094
Iteration 490Q: 14 clusters Score -8.110474e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 163738 members 
Mstep: Class 3 contains 36299 members 
Mstep: Class 4 contains 35508 members 
Mstep: Class 5 contains 40620 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159667 members 
Mstep: Class 11 contains 4466 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206837 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 19 contains 13422 members 
Mstep: Class 20 contains 15126 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104776.000000 Penalty: 43318.621094
Iteration 491Q: 14 clusters Score -8.110478e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 163672 members 
Mstep: Class 3 contains 36318 members 
Mstep: Class 4 contains 35507 members 
Mstep: Class 5 contains 40613 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159702 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206834 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 19 contains 13427 members 
Mstep: Class 20 contains 15145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104856.000000 Penalty: 43318.621094
Iteration 492Q: 14 clusters Score -8.110486e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 163596 members 
Mstep: Class 3 contains 36344 members 
Mstep: Class 4 contains 35500 members 
Mstep: Class 5 contains 40595 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159721 members 
Mstep: Class 11 contains 4465 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206870 members 
Mstep: Class 14 contains 3219 members 
Mstep: Class 19 contains 13435 members 
Mstep: Class 20 contains 15157 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104896.000000 Penalty: 43318.621094
Iteration 493Q: 14 clusters Score -8.11049e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 163516 members 
Mstep: Class 3 contains 36366 members 
Mstep: Class 4 contains 35495 members 
Mstep: Class 5 contains 40581 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159740 members 
Mstep: Class 11 contains 4464 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206913 members 
Mstep: Class 14 contains 3218 members 
Mstep: Class 19 contains 13440 members 
Mstep: Class 20 contains 15169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104848.000000 Penalty: 43318.621094
Iteration 494Q: 14 clusters Score -8.110485e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 163436 members 
Mstep: Class 3 contains 36384 members 
Mstep: Class 4 contains 35495 members 
Mstep: Class 5 contains 40566 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159754 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 206962 members 
Mstep: Class 14 contains 3217 members 
Mstep: Class 19 contains 13451 members 
Mstep: Class 20 contains 15176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104760.000000 Penalty: 43318.621094
Iteration 495Q: 14 clusters Score -8.110476e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 163344 members 
Mstep: Class 3 contains 36408 members 
Mstep: Class 4 contains 35493 members 
Mstep: Class 5 contains 40554 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159774 members 
Mstep: Class 11 contains 4461 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 207001 members 
Mstep: Class 14 contains 3216 members 
Mstep: Class 19 contains 13460 members 
Mstep: Class 20 contains 15190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104728.000000 Penalty: 43318.621094
Iteration 496Q: 14 clusters Score -8.110473e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 163247 members 
Mstep: Class 3 contains 36432 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 40549 members 
Mstep: Class 6 contains 2507 members 
Mstep: Class 7 contains 159804 members 
Mstep: Class 11 contains 4460 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 207038 members 
Mstep: Class 14 contains 3215 members 
Mstep: Class 19 contains 13464 members 
Mstep: Class 20 contains 15200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104720.000000 Penalty: 43318.621094
Iteration 497Q: 14 clusters Score -8.110472e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 163143 members 
Mstep: Class 3 contains 36455 members 
Mstep: Class 4 contains 35488 members 
Mstep: Class 5 contains 40539 members 
Mstep: Class 6 contains 2506 members 
Mstep: Class 7 contains 159852 members 
Mstep: Class 11 contains 4458 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 207077 members 
Mstep: Class 14 contains 3215 members 
Mstep: Class 19 contains 13468 members 
Mstep: Class 20 contains 15205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104808.000000 Penalty: 43318.621094
Iteration 498Q: 14 clusters Score -8.110481e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 163054 members 
Mstep: Class 3 contains 36468 members 
Mstep: Class 4 contains 35491 members 
Mstep: Class 5 contains 40522 members 
Mstep: Class 6 contains 2504 members 
Mstep: Class 7 contains 159902 members 
Mstep: Class 11 contains 4458 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 207115 members 
Mstep: Class 14 contains 3213 members 
Mstep: Class 19 contains 13467 members 
Mstep: Class 20 contains 15213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104608.000000 Penalty: 43318.621094
Iteration 499Q: 14 clusters Score -8.110461e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 4 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 162972 members 
Mstep: Class 3 contains 36486 members 
Mstep: Class 4 contains 35493 members 
Mstep: Class 5 contains 40501 members 
Mstep: Class 6 contains 2505 members 
Mstep: Class 7 contains 159942 members 
Mstep: Class 11 contains 4458 members 
Mstep: Class 12 contains 401 members 
Mstep: Class 13 contains 207147 members 
Mstep: Class 14 contains 3213 members 
Mstep: Class 19 contains 13469 members 
Mstep: Class 20 contains 15223 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104680.000000 Penalty: 43318.621094
Iteration 500F: 14 clusters Score -8.110468e+07 nChanged 382
Maximum iterations exceeded
--- Evaluating fit on full set of 2053200 points ---
Entering Unmasked Estep 
Score: -243536784.000000 Penalty: 46860.550781
21->14 Clusters: Score -243536784.000000, best is -243555984.000000

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 684400 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 32545 members 
Mstep: Class 3 contains 32417 members 
Mstep: Class 4 contains 32657 members 
Mstep: Class 5 contains 32332 members 
Mstep: Class 6 contains 32586 members 
Mstep: Class 7 contains 32653 members 
Mstep: Class 8 contains 32457 members 
Mstep: Class 9 contains 32724 members 
Mstep: Class 10 contains 32653 members 
Mstep: Class 11 contains 32610 members 
Mstep: Class 12 contains 32422 members 
Mstep: Class 13 contains 32863 members 
Mstep: Class 14 contains 32409 members 
Mstep: Class 15 contains 32611 members 
Mstep: Class 16 contains 32814 members 
Mstep: Class 17 contains 32649 members 
Mstep: Class 18 contains 32882 members 
Mstep: Class 19 contains 32327 members 
Mstep: Class 20 contains 32364 members 
Mstep: Class 21 contains 32949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 706.163635 but Gain 3332.195312
Score: -78950648.000000 Penalty: 66644.039062
Iteration 0F: 21 clusters Score -7.895065e+07 nChanged 647151
Entering Unmasked Mstep 
Mstep: Class 0 contains 207 members 
Mstep: Class 2 contains 16982 members 
Mstep: Class 3 contains 37670 members 
Mstep: Class 4 contains 35511 members 
Mstep: Class 5 contains 21051 members 
Mstep: Class 6 contains 39701 members 
Mstep: Class 7 contains 55007 members 
Mstep: Class 8 contains 30116 members 
Mstep: Class 9 contains 29148 members 
Mstep: Class 10 contains 37926 members 
Mstep: Class 11 contains 59023 members 
Mstep: Class 12 contains 23555 members 
Mstep: Class 13 contains 15012 members 
Mstep: Class 14 contains 43449 members 
Mstep: Class 15 contains 29347 members 
Mstep: Class 16 contains 59065 members 
Mstep: Class 17 contains 55616 members 
Mstep: Class 18 contains 26182 members 
Mstep: Class 19 contains 22439 members 
Mstep: Class 20 contains 25342 members 
Mstep: Class 21 contains 22051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80289304.000000 Penalty: 66644.039062
Iteration 1F: 21 clusters Score -8.02893e+07 nChanged 196621
Entering Unmasked Mstep 
Mstep: Class 0 contains 125 members 
Mstep: Class 2 contains 11425 members 
Mstep: Class 3 contains 41230 members 
Mstep: Class 4 contains 37346 members 
Mstep: Class 5 contains 17485 members 
Mstep: Class 6 contains 39109 members 
Mstep: Class 7 contains 67177 members 
Mstep: Class 8 contains 22640 members 
Mstep: Class 9 contains 29033 members 
Mstep: Class 10 contains 36130 members 
Mstep: Class 11 contains 71492 members 
Mstep: Class 12 contains 20931 members 
Mstep: Class 13 contains 8535 members 
Mstep: Class 14 contains 34853 members 
Mstep: Class 15 contains 31525 members 
Mstep: Class 16 contains 74563 members 
Mstep: Class 17 contains 56056 members 
Mstep: Class 18 contains 22532 members 
Mstep: Class 19 contains 20660 members 
Mstep: Class 20 contains 21008 members 
Mstep: Class 21 contains 20545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80462320.000000 Penalty: 66644.039062
Iteration 2F: 21 clusters Score -8.046232e+07 nChanged 132816
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 2 contains 7749 members 
Mstep: Class 3 contains 40053 members 
Mstep: Class 4 contains 36425 members 
Mstep: Class 5 contains 13533 members 
Mstep: Class 6 contains 37181 members 
Mstep: Class 7 contains 80410 members 
Mstep: Class 8 contains 15606 members 
Mstep: Class 9 contains 25669 members 
Mstep: Class 10 contains 36223 members 
Mstep: Class 11 contains 81751 members 
Mstep: Class 12 contains 18018 members 
Mstep: Class 13 contains 4978 members 
Mstep: Class 14 contains 30779 members 
Mstep: Class 15 contains 30353 members 
Mstep: Class 16 contains 88306 members 
Mstep: Class 17 contains 66771 members 
Mstep: Class 18 contains 18171 members 
Mstep: Class 19 contains 17337 members 
Mstep: Class 20 contains 16404 members 
Mstep: Class 21 contains 18593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 3086.406250 but Gain 3332.207031
Score: -80563664.000000 Penalty: 63311.832031
Iteration 3F: 20 clusters Score -8.056366e+07 nChanged 111768
Entering Unmasked Mstep 
Mstep: Class 0 contains 60 members 
Mstep: Class 2 contains 5214 members 
Mstep: Class 3 contains 36857 members 
Mstep: Class 4 contains 32490 members 
Mstep: Class 5 contains 9740 members 
Mstep: Class 6 contains 32930 members 
Mstep: Class 7 contains 94605 members 
Mstep: Class 8 contains 9408 members 
Mstep: Class 9 contains 20870 members 
Mstep: Class 10 contains 35548 members 
Mstep: Class 11 contains 90012 members 
Mstep: Class 12 contains 15234 members 
Mstep: Class 14 contains 27826 members 
Mstep: Class 15 contains 27010 members 
Mstep: Class 16 contains 102205 members 
Mstep: Class 17 contains 87137 members 
Mstep: Class 18 contains 13844 members 
Mstep: Class 19 contains 13421 members 
Mstep: Class 20 contains 12667 members 
Mstep: Class 21 contains 17322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80652432.000000 Penalty: 63311.832031
Iteration 4F: 20 clusters Score -8.065243e+07 nChanged 98407
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 3542 members 
Mstep: Class 3 contains 32225 members 
Mstep: Class 4 contains 25913 members 
Mstep: Class 5 contains 6378 members 
Mstep: Class 6 contains 26252 members 
Mstep: Class 7 contains 108170 members 
Mstep: Class 8 contains 5006 members 
Mstep: Class 9 contains 15423 members 
Mstep: Class 10 contains 33660 members 
Mstep: Class 11 contains 94417 members 
Mstep: Class 12 contains 13431 members 
Mstep: Class 14 contains 23361 members 
Mstep: Class 15 contains 21765 members 
Mstep: Class 16 contains 115811 members 
Mstep: Class 17 contains 112467 members 
Mstep: Class 18 contains 9758 members 
Mstep: Class 19 contains 9960 members 
Mstep: Class 20 contains 9812 members 
Mstep: Class 21 contains 17017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80726656.000000 Penalty: 63311.832031
Iteration 5F: 20 clusters Score -8.072666e+07 nChanged 92572
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 2 contains 2544 members 
Mstep: Class 3 contains 26404 members 
Mstep: Class 4 contains 18498 members 
Mstep: Class 5 contains 3907 members 
Mstep: Class 6 contains 18465 members 
Mstep: Class 7 contains 120814 members 
Mstep: Class 8 contains 3093 members 
Mstep: Class 9 contains 10123 members 
Mstep: Class 10 contains 31703 members 
Mstep: Class 11 contains 93756 members 
Mstep: Class 12 contains 12090 members 
Mstep: Class 14 contains 17758 members 
Mstep: Class 15 contains 15742 members 
Mstep: Class 16 contains 128563 members 
Mstep: Class 17 contains 141906 members 
Mstep: Class 18 contains 6493 members 
Mstep: Class 19 contains 7131 members 
Mstep: Class 20 contains 7562 members 
Mstep: Class 21 contains 17828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 2461.091064 but Gain 3332.199219
Score: -80796496.000000 Penalty: 59979.632812
Iteration 6F: 19 clusters Score -8.07965e+07 nChanged 90763
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 2 contains 2029 members 
Mstep: Class 3 contains 20444 members 
Mstep: Class 4 contains 11866 members 
Mstep: Class 6 contains 11414 members 
Mstep: Class 7 contains 131119 members 
Mstep: Class 8 contains 2527 members 
Mstep: Class 9 contains 5986 members 
Mstep: Class 10 contains 30214 members 
Mstep: Class 11 contains 86915 members 
Mstep: Class 12 contains 10912 members 
Mstep: Class 14 contains 11639 members 
Mstep: Class 15 contains 10436 members 
Mstep: Class 16 contains 140791 members 
Mstep: Class 17 contains 174125 members 
Mstep: Class 18 contains 4074 members 
Mstep: Class 19 contains 4957 members 
Mstep: Class 20 contains 5631 members 
Mstep: Class 21 contains 19305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 2383.558350 but Gain 3332.203125
Score: -80866584.000000 Penalty: 56647.429688
Iteration 7F: 18 clusters Score -8.086658e+07 nChanged 85430
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 2 contains 1824 members 
Mstep: Class 3 contains 14956 members 
Mstep: Class 4 contains 6946 members 
Mstep: Class 6 contains 6178 members 
Mstep: Class 7 contains 137907 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 9 contains 3257 members 
Mstep: Class 10 contains 29448 members 
Mstep: Class 11 contains 73709 members 
Mstep: Class 12 contains 9734 members 
Mstep: Class 14 contains 6541 members 
Mstep: Class 15 contains 6192 members 
Mstep: Class 16 contains 151339 members 
Mstep: Class 17 contains 205443 members 
Mstep: Class 19 contains 3401 members 
Mstep: Class 20 contains 3892 members 
Mstep: Class 21 contains 21225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 2002.334473 but Gain 3332.203125
Score: -80930800.000000 Penalty: 53315.226562
Iteration 8F: 17 clusters Score -8.09308e+07 nChanged 75674
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 2 contains 1752 members 
Mstep: Class 3 contains 10235 members 
Mstep: Class 4 contains 3975 members 
Mstep: Class 6 contains 3024 members 
Mstep: Class 7 contains 141665 members 
Mstep: Class 8 contains 2379 members 
Mstep: Class 10 contains 29294 members 
Mstep: Class 11 contains 56936 members 
Mstep: Class 12 contains 8588 members 
Mstep: Class 14 contains 3272 members 
Mstep: Class 15 contains 3491 members 
Mstep: Class 16 contains 160500 members 
Mstep: Class 17 contains 232374 members 
Mstep: Class 19 contains 2485 members 
Mstep: Class 20 contains 2331 members 
Mstep: Class 21 contains 22086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1388.460205 but Gain 3332.199219
Score: -80984320.000000 Penalty: 49983.027344
Iteration 9F: 16 clusters Score -8.098432e+07 nChanged 63271
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1839 members 
Mstep: Class 3 contains 6821 members 
Mstep: Class 4 contains 2329 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 143241 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 10 contains 29748 members 
Mstep: Class 11 contains 40650 members 
Mstep: Class 12 contains 7728 members 
Mstep: Class 14 contains 1772 members 
Mstep: Class 15 contains 1873 members 
Mstep: Class 16 contains 167972 members 
Mstep: Class 17 contains 251800 members 
Mstep: Class 19 contains 1882 members 
Mstep: Class 21 contains 22787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 938.614197 but Gain 3332.203125
Score: -81023304.000000 Penalty: 46650.824219
Iteration 10F: 15 clusters Score -8.10233e+07 nChanged 49283
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1875 members 
Mstep: Class 3 contains 4578 members 
Mstep: Class 4 contains 1456 members 
Mstep: Class 7 contains 144545 members 
Mstep: Class 8 contains 2426 members 
Mstep: Class 10 contains 30722 members 
Mstep: Class 11 contains 27825 members 
Mstep: Class 12 contains 7110 members 
Mstep: Class 14 contains 1159 members 
Mstep: Class 15 contains 990 members 
Mstep: Class 16 contains 172820 members 
Mstep: Class 17 contains 265244 members 
Mstep: Class 19 contains 1511 members 
Mstep: Class 21 contains 22127 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 670.540955 but Gain 3332.203125
Score: -81049968.000000 Penalty: 43318.621094
Iteration 11F: 14 clusters Score -8.104997e+07 nChanged 36285
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1929 members 
Mstep: Class 3 contains 3165 members 
Mstep: Class 4 contains 1025 members 
Mstep: Class 7 contains 145594 members 
Mstep: Class 8 contains 2468 members 
Mstep: Class 10 contains 32063 members 
Mstep: Class 11 contains 18622 members 
Mstep: Class 12 contains 6698 members 
Mstep: Class 14 contains 893 members 
Mstep: Class 16 contains 175369 members 
Mstep: Class 17 contains 273910 members 
Mstep: Class 19 contains 1224 members 
Mstep: Class 21 contains 21428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 949.600525 but Gain 3332.199219
Score: -81066304.000000 Penalty: 39986.421875
Iteration 12F: 13 clusters Score -8.10663e+07 nChanged 26401
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1961 members 
Mstep: Class 3 contains 2350 members 
Mstep: Class 7 contains 147052 members 
Mstep: Class 8 contains 2493 members 
Mstep: Class 10 contains 33504 members 
Mstep: Class 11 contains 12871 members 
Mstep: Class 12 contains 6450 members 
Mstep: Class 14 contains 800 members 
Mstep: Class 16 contains 175248 members 
Mstep: Class 17 contains 279840 members 
Mstep: Class 19 contains 1072 members 
Mstep: Class 21 contains 20747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1506.249512 but Gain 3332.203125
Score: -81076856.000000 Penalty: 36654.218750
Iteration 13Q: 12 clusters Score -8.107686e+07 nChanged 19647
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 1977 members 
Mstep: Class 3 contains 1887 members 
Mstep: Class 7 contains 148758 members 
Mstep: Class 8 contains 2562 members 
Mstep: Class 10 contains 34962 members 
Mstep: Class 11 contains 9324 members 
Mstep: Class 12 contains 6278 members 
Mstep: Class 14 contains 768 members 
Mstep: Class 16 contains 173548 members 
Mstep: Class 17 contains 284088 members 
Mstep: Class 21 contains 20236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1719.912842 but Gain 3332.199219
Score: -81084304.000000 Penalty: 33322.019531
Iteration 14Q: 11 clusters Score -8.10843e+07 nChanged 15462
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2124 members 
Mstep: Class 3 contains 1622 members 
Mstep: Class 7 contains 150510 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 10 contains 36567 members 
Mstep: Class 11 contains 7122 members 
Mstep: Class 12 contains 6162 members 
Mstep: Class 16 contains 170894 members 
Mstep: Class 17 contains 286902 members 
Mstep: Class 21 contains 19899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 1941.694092 but Gain 3332.203125
Score: -81089400.000000 Penalty: 29989.816406
Iteration 15Q: 10 clusters Score -8.10894e+07 nChanged 13746
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2208 members 
Mstep: Class 7 contains 153103 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 10 contains 37878 members 
Mstep: Class 11 contains 5860 members 
Mstep: Class 12 contains 6029 members 
Mstep: Class 16 contains 168251 members 
Mstep: Class 17 contains 288878 members 
Mstep: Class 21 contains 19594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093568.000000 Penalty: 29989.816406
Iteration 16Q: 10 clusters Score -8.109357e+07 nChanged 10456
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2244 members 
Mstep: Class 7 contains 155782 members 
Mstep: Class 8 contains 2594 members 
Mstep: Class 10 contains 39064 members 
Mstep: Class 11 contains 4912 members 
Mstep: Class 12 contains 5881 members 
Mstep: Class 16 contains 165171 members 
Mstep: Class 17 contains 289412 members 
Mstep: Class 21 contains 19328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81096448.000000 Penalty: 29989.816406
Iteration 17Q: 10 clusters Score -8.109645e+07 nChanged 9397
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2264 members 
Mstep: Class 7 contains 158928 members 
Mstep: Class 8 contains 2599 members 
Mstep: Class 10 contains 40036 members 
Mstep: Class 11 contains 4232 members 
Mstep: Class 12 contains 5751 members 
Mstep: Class 16 contains 162368 members 
Mstep: Class 17 contains 289105 members 
Mstep: Class 21 contains 19105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81098008.000000 Penalty: 29989.816406
Iteration 18Q: 10 clusters Score -8.109801e+07 nChanged 8998
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2278 members 
Mstep: Class 7 contains 162293 members 
Mstep: Class 8 contains 2607 members 
Mstep: Class 10 contains 40900 members 
Mstep: Class 11 contains 3745 members 
Mstep: Class 12 contains 5632 members 
Mstep: Class 16 contains 159999 members 
Mstep: Class 17 contains 287995 members 
Mstep: Class 21 contains 18939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81099408.000000 Penalty: 29989.816406
Iteration 19Q: 10 clusters Score -8.109941e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2303 members 
Mstep: Class 7 contains 165711 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 10 contains 41625 members 
Mstep: Class 11 contains 3376 members 
Mstep: Class 12 contains 5525 members 
Mstep: Class 16 contains 158292 members 
Mstep: Class 17 contains 286165 members 
Mstep: Class 21 contains 18780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81100744.000000 Penalty: 29989.816406
Iteration 20F: 10 clusters Score -8.110074e+07 nChanged 8343
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2324 members 
Mstep: Class 7 contains 169059 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 10 contains 42248 members 
Mstep: Class 11 contains 3053 members 
Mstep: Class 12 contains 5414 members 
Mstep: Class 16 contains 157245 members 
Mstep: Class 17 contains 283787 members 
Mstep: Class 21 contains 18646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81101136.000000 Penalty: 29989.816406
Iteration 21Q: 10 clusters Score -8.110114e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2330 members 
Mstep: Class 7 contains 172515 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 10 contains 42772 members 
Mstep: Class 11 contains 2774 members 
Mstep: Class 12 contains 5298 members 
Mstep: Class 16 contains 156757 members 
Mstep: Class 17 contains 280774 members 
Mstep: Class 21 contains 18552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3141.322998 but Gain 3332.203125
Score: -81103072.000000 Penalty: 26657.613281
Iteration 22Q: 9 clusters Score -8.110307e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2335 members 
Mstep: Class 7 contains 177422 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 10 contains 43203 members 
Mstep: Class 12 contains 5199 members 
Mstep: Class 16 contains 157282 members 
Mstep: Class 17 contains 277870 members 
Mstep: Class 21 contains 18460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106584.000000 Penalty: 26657.613281
Iteration 23Q: 9 clusters Score -8.110658e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 7 contains 180925 members 
Mstep: Class 8 contains 2622 members 
Mstep: Class 10 contains 43607 members 
Mstep: Class 12 contains 5098 members 
Mstep: Class 16 contains 157576 members 
Mstep: Class 17 contains 273811 members 
Mstep: Class 21 contains 18405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106896.000000 Penalty: 26657.613281
Iteration 24Q: 9 clusters Score -8.11069e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 7 contains 184175 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 10 contains 43902 members 
Mstep: Class 12 contains 5013 members 
Mstep: Class 16 contains 158145 members 
Mstep: Class 17 contains 269820 members 
Mstep: Class 21 contains 18363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106888.000000 Penalty: 26657.613281
Iteration 25Q: 9 clusters Score -8.110689e+07 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2344 members 
Mstep: Class 7 contains 187047 members 
Mstep: Class 8 contains 2627 members 
Mstep: Class 10 contains 44149 members 
Mstep: Class 12 contains 4924 members 
Mstep: Class 16 contains 159029 members 
Mstep: Class 17 contains 265951 members 
Mstep: Class 21 contains 18317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106704.000000 Penalty: 26657.613281
Iteration 26Q: 9 clusters Score -8.11067e+07 nChanged 6170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2349 members 
Mstep: Class 7 contains 189472 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 10 contains 44340 members 
Mstep: Class 12 contains 4851 members 
Mstep: Class 16 contains 160026 members 
Mstep: Class 17 contains 262433 members 
Mstep: Class 21 contains 18283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106536.000000 Penalty: 26657.613281
Iteration 27Q: 9 clusters Score -8.110654e+07 nChanged 5601
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2342 members 
Mstep: Class 7 contains 191410 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 10 contains 44521 members 
Mstep: Class 12 contains 4773 members 
Mstep: Class 16 contains 161090 members 
Mstep: Class 17 contains 259353 members 
Mstep: Class 21 contains 18263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106768.000000 Penalty: 26657.613281
Iteration 28Q: 9 clusters Score -8.110677e+07 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2347 members 
Mstep: Class 7 contains 192734 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 10 contains 44700 members 
Mstep: Class 12 contains 4694 members 
Mstep: Class 16 contains 162204 members 
Mstep: Class 17 contains 256817 members 
Mstep: Class 21 contains 18258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106256.000000 Penalty: 26657.613281
Iteration 29Q: 9 clusters Score -8.110626e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 7 contains 193510 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 10 contains 44838 members 
Mstep: Class 12 contains 4642 members 
Mstep: Class 16 contains 163271 members 
Mstep: Class 17 contains 254884 members 
Mstep: Class 21 contains 18249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106104.000000 Penalty: 26657.613281
Iteration 30Q: 9 clusters Score -8.11061e+07 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 7 contains 193852 members 
Mstep: Class 8 contains 2635 members 
Mstep: Class 10 contains 44949 members 
Mstep: Class 12 contains 4609 members 
Mstep: Class 16 contains 164282 members 
Mstep: Class 17 contains 253451 members 
Mstep: Class 21 contains 18250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105968.000000 Penalty: 26657.613281
Iteration 31Q: 9 clusters Score -8.110597e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2365 members 
Mstep: Class 7 contains 193831 members 
Mstep: Class 8 contains 2636 members 
Mstep: Class 10 contains 45033 members 
Mstep: Class 12 contains 4583 members 
Mstep: Class 16 contains 165238 members 
Mstep: Class 17 contains 252455 members 
Mstep: Class 21 contains 18247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105512.000000 Penalty: 26657.613281
Iteration 32Q: 9 clusters Score -8.110551e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 193523 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 45101 members 
Mstep: Class 12 contains 4562 members 
Mstep: Class 16 contains 166075 members 
Mstep: Class 17 contains 251878 members 
Mstep: Class 21 contains 18242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105576.000000 Penalty: 26657.613281
Iteration 33Q: 9 clusters Score -8.110558e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 192989 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 45177 members 
Mstep: Class 12 contains 4545 members 
Mstep: Class 16 contains 166751 members 
Mstep: Class 17 contains 251685 members 
Mstep: Class 21 contains 18235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105472.000000 Penalty: 26657.613281
Iteration 34Q: 9 clusters Score -8.110547e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2365 members 
Mstep: Class 7 contains 192319 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 45251 members 
Mstep: Class 12 contains 4529 members 
Mstep: Class 16 contains 167267 members 
Mstep: Class 17 contains 251782 members 
Mstep: Class 21 contains 18234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105688.000000 Penalty: 26657.613281
Iteration 35Q: 9 clusters Score -8.110569e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 7 contains 191541 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 45340 members 
Mstep: Class 12 contains 4517 members 
Mstep: Class 16 contains 167650 members 
Mstep: Class 17 contains 252104 members 
Mstep: Class 21 contains 18232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105992.000000 Penalty: 26657.613281
Iteration 36Q: 9 clusters Score -8.110599e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 7 contains 190599 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 10 contains 45437 members 
Mstep: Class 12 contains 4508 members 
Mstep: Class 16 contains 167991 members 
Mstep: Class 17 contains 252614 members 
Mstep: Class 21 contains 18233 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105976.000000 Penalty: 26657.613281
Iteration 37Q: 9 clusters Score -8.110598e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 7 contains 189578 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 45506 members 
Mstep: Class 12 contains 4499 members 
Mstep: Class 16 contains 168219 members 
Mstep: Class 17 contains 253347 members 
Mstep: Class 21 contains 18234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106264.000000 Penalty: 26657.613281
Iteration 38Q: 9 clusters Score -8.110626e+07 nChanged 1866
Entering ConstructFrom: 
Score: -81106264.000000 Penalty: 26657.613281
Entering ConstructFrom: 
Trying to split cluster 2 (2363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Entering Unmasked Estep 
Score: -276259.937500 Penalty: 1926.386475
	Iteration 0F: 2 clusters Score -276259.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -273428.156250 Penalty: 3852.772949
	Iteration 0F: 3 clusters Score -273428.2 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -273938.625000 Penalty: 3852.772949
	Iteration 1F: 3 clusters Score -273938.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -274064.125000 Penalty: 3852.772949
	Iteration 2F: 3 clusters Score -274064.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -274135.468750 Penalty: 3852.772949
	Iteration 3Q: 3 clusters Score -274135.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -274181.593750 Penalty: 3852.772949
	Iteration 4Q: 3 clusters Score -274181.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -274213.687500 Penalty: 3852.772949
	Iteration 5Q: 3 clusters Score -274213.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -274235.437500 Penalty: 3852.772949
	Iteration 6Q: 3 clusters Score -274235.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -274248.312500 Penalty: 3852.772949
	Iteration 7Q: 3 clusters Score -274248.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -274258.937500 Penalty: 3852.772949
	Iteration 8Q: 3 clusters Score -274258.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -274266.562500 Penalty: 3852.772949
	Iteration 9Q: 3 clusters Score -274266.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -274271.812500 Penalty: 3852.772949
	Iteration 10Q: 3 clusters Score -274271.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -274276.218750 Penalty: 3852.772949
	Iteration 11Q: 3 clusters Score -274276.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -274278.375000 Penalty: 3852.772949
	Iteration 12Q: 3 clusters Score -274278.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -274280.125000 Penalty: 3852.772949
	Iteration 13Q: 3 clusters Score -274280.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -274281.781250 Penalty: 3852.772949
	Iteration 14Q: 3 clusters Score -274281.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -274281.781250 Penalty: 3852.772949
	Iteration 15F: 3 clusters Score -274281.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (188464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188464 members 
Entering Unmasked Estep 
Score: -22643046.000000 Penalty: 3012.372314
	Iteration 0F: 2 clusters Score -2.264305e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94491 members 
Mstep: Class 2 contains 93973 members 
Entering Unmasked Estep 
Score: -22521906.000000 Penalty: 6024.744629
	Iteration 0F: 3 clusters Score -2.252191e+07 nChanged 90771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100212 members 
Mstep: Class 2 contains 88252 members 
Entering Unmasked Estep 
Score: -22575454.000000 Penalty: 6024.744629
	Iteration 1F: 3 clusters Score -2.257545e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103688 members 
Mstep: Class 2 contains 84776 members 
Entering Unmasked Estep 
Score: -22577132.000000 Penalty: 6024.744629
	Iteration 2Q: 3 clusters Score -2.257713e+07 nChanged 7565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109033 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -22579756.000000 Penalty: 6024.744629
	Iteration 3Q: 3 clusters Score -2.257976e+07 nChanged 9854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117135 members 
Mstep: Class 2 contains 71329 members 
Entering Unmasked Estep 
Score: -22584708.000000 Penalty: 6024.744629
	Iteration 4F: 3 clusters Score -2.258471e+07 nChanged 13115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128770 members 
Mstep: Class 2 contains 59694 members 
Entering Unmasked Estep 
Score: -22593740.000000 Penalty: 6024.744629
	Iteration 5F: 3 clusters Score -2.259374e+07 nChanged 15957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143477 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -22607460.000000 Penalty: 6024.744629
	Iteration 6F: 3 clusters Score -2.260746e+07 nChanged 15809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158416 members 
Mstep: Class 2 contains 30048 members 
Entering Unmasked Estep 
Score: -22621278.000000 Penalty: 6024.744629
	Iteration 7F: 3 clusters Score -2.262128e+07 nChanged 11803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169683 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -22631340.000000 Penalty: 6024.744629
	Iteration 8F: 3 clusters Score -2.263134e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175922 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -22636400.000000 Penalty: 6024.744629
	Iteration 9Q: 3 clusters Score -2.26364e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179140 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -22639124.000000 Penalty: 6024.744629
	Iteration 10Q: 3 clusters Score -2.263912e+07 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180876 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -22640248.000000 Penalty: 6024.744629
	Iteration 11Q: 3 clusters Score -2.264025e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181919 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -22640908.000000 Penalty: 6024.744629
	Iteration 12Q: 3 clusters Score -2.264091e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182641 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -22641338.000000 Penalty: 6024.744629
	Iteration 13Q: 3 clusters Score -2.264134e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183201 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -22641596.000000 Penalty: 6024.744629
	Iteration 14Q: 3 clusters Score -2.26416e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183621 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -22641842.000000 Penalty: 6024.744629
	Iteration 15Q: 3 clusters Score -2.264184e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183938 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -22641976.000000 Penalty: 6024.744629
	Iteration 16Q: 3 clusters Score -2.264198e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184206 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -22641996.000000 Penalty: 6024.744629
	Iteration 17Q: 3 clusters Score -2.2642e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184383 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -22642048.000000 Penalty: 6024.744629
	Iteration 18Q: 3 clusters Score -2.264205e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184526 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -22642044.000000 Penalty: 6024.744629
	Iteration 19Q: 3 clusters Score -2.264204e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -22642028.000000 Penalty: 6024.744629
	Iteration 20F: 3 clusters Score -2.264203e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184730 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -22642028.000000 Penalty: 6024.744629
	Iteration 21Q: 3 clusters Score -2.264203e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184825 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -22642112.000000 Penalty: 6024.744629
	Iteration 22Q: 3 clusters Score -2.264211e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184913 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -22642128.000000 Penalty: 6024.744629
	Iteration 23Q: 3 clusters Score -2.264213e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184974 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -22642138.000000 Penalty: 6024.744629
	Iteration 24Q: 3 clusters Score -2.264214e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185026 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -22642118.000000 Penalty: 6024.744629
	Iteration 25Q: 3 clusters Score -2.264212e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185074 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -22642084.000000 Penalty: 6024.744629
	Iteration 26Q: 3 clusters Score -2.264208e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185110 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -22642092.000000 Penalty: 6024.744629
	Iteration 27Q: 3 clusters Score -2.264209e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185131 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -22642100.000000 Penalty: 6024.744629
	Iteration 28Q: 3 clusters Score -2.26421e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185153 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -22642100.000000 Penalty: 6024.744629
	Iteration 29Q: 3 clusters Score -2.26421e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185177 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -22642128.000000 Penalty: 6024.744629
	Iteration 30Q: 3 clusters Score -2.264213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185198 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -22642144.000000 Penalty: 6024.744629
	Iteration 31Q: 3 clusters Score -2.264214e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185219 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -22642132.000000 Penalty: 6024.744629
	Iteration 32Q: 3 clusters Score -2.264213e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185240 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -22642166.000000 Penalty: 6024.744629
	Iteration 33Q: 3 clusters Score -2.264217e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185260 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -22642166.000000 Penalty: 6024.744629
	Iteration 34Q: 3 clusters Score -2.264217e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185273 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -22642168.000000 Penalty: 6024.744629
	Iteration 35Q: 3 clusters Score -2.264217e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185283 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -22642178.000000 Penalty: 6024.744629
	Iteration 36Q: 3 clusters Score -2.264218e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185297 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -22642146.000000 Penalty: 6024.744629
	Iteration 37Q: 3 clusters Score -2.264215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185315 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -22642146.000000 Penalty: 6024.744629
	Iteration 38Q: 3 clusters Score -2.264215e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185329 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -22642146.000000 Penalty: 6024.744629
	Iteration 39Q: 3 clusters Score -2.264215e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185341 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -22642128.000000 Penalty: 6024.744629
	Iteration 40F: 3 clusters Score -2.264213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185351 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -22642134.000000 Penalty: 6024.744629
	Iteration 41Q: 3 clusters Score -2.264213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185356 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -22642130.000000 Penalty: 6024.744629
	Iteration 42Q: 3 clusters Score -2.264213e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185360 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -22642150.000000 Penalty: 6024.744629
	Iteration 43Q: 3 clusters Score -2.264215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185364 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -22642144.000000 Penalty: 6024.744629
	Iteration 44Q: 3 clusters Score -2.264214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185365 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -22642142.000000 Penalty: 6024.744629
	Iteration 45Q: 3 clusters Score -2.264214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185365 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -22642142.000000 Penalty: 6024.744629
	Iteration 46F: 3 clusters Score -2.264214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Entering Unmasked Estep 
Score: -287658.687500 Penalty: 1953.970459
	Iteration 0F: 2 clusters Score -287658.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -284858.937500 Penalty: 3907.940918
	Iteration 0F: 3 clusters Score -284858.9 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -286042.906250 Penalty: 3907.940918
	Iteration 1F: 3 clusters Score -286042.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -286948.343750 Penalty: 3907.940918
	Iteration 2F: 3 clusters Score -286948.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -287591.718750 Penalty: 3907.940918
	Iteration 3F: 3 clusters Score -287591.7 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -288108.343750 Penalty: 3907.940918
	Iteration 4F: 3 clusters Score -288108.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -288293.531250 Penalty: 3907.940918
	Iteration 5Q: 3 clusters Score -288293.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -288363.750000 Penalty: 3907.940918
	Iteration 6Q: 3 clusters Score -288363.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -288401.093750 Penalty: 3907.940918
	Iteration 7Q: 3 clusters Score -288401.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -288413.062500 Penalty: 3907.940918
	Iteration 8Q: 3 clusters Score -288413.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -288418.406250 Penalty: 3907.940918
	Iteration 9Q: 3 clusters Score -288418.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -288422.750000 Penalty: 3907.940918
	Iteration 10Q: 3 clusters Score -288422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -288426.125000 Penalty: 3907.940918
	Iteration 11Q: 3 clusters Score -288426.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -288428.937500 Penalty: 3907.940918
	Iteration 12Q: 3 clusters Score -288428.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -288429.875000 Penalty: 3907.940918
	Iteration 13Q: 3 clusters Score -288429.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -288431.281250 Penalty: 3907.940918
	Iteration 14Q: 3 clusters Score -288431.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -288432.406250 Penalty: 3907.940918
	Iteration 15Q: 3 clusters Score -288432.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -288434.781250 Penalty: 3907.940918
	Iteration 16Q: 3 clusters Score -288434.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -288436.718750 Penalty: 3907.940918
	Iteration 17Q: 3 clusters Score -288436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -288436.718750 Penalty: 3907.940918
	Iteration 18F: 3 clusters Score -288436.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 7 contains 188464 members 
Mstep: Class 8 contains 2090 members 
Mstep: Class 10 contains 45574 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 16 contains 168376 members 
Mstep: Class 17 contains 254241 members 
Mstep: Class 21 contains 18236 members 
Entering Unmasked Estep 
Score: -81106072.000000 Penalty: 29989.816406
Splitting cluster 8 changes total score from -81106264.000000 to -81106072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (45574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45574 members 
Entering Unmasked Estep 
Score: -5346370.000000 Penalty: 2660.319092
	Iteration 0F: 2 clusters Score -5346370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -5315728.500000 Penalty: 5320.638184
	Iteration 0F: 3 clusters Score -5315728 nChanged 20906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -5327093.000000 Penalty: 5320.638184
	Iteration 1F: 3 clusters Score -5327093 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -5327584.500000 Penalty: 5320.638184
	Iteration 2Q: 3 clusters Score -5327584 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -5328067.000000 Penalty: 5320.638184
	Iteration 3Q: 3 clusters Score -5328067 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21805 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -5328587.000000 Penalty: 5320.638184
	Iteration 4Q: 3 clusters Score -5328587 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -5329203.000000 Penalty: 5320.638184
	Iteration 5Q: 3 clusters Score -5329203 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -5329859.500000 Penalty: 5320.638184
	Iteration 6Q: 3 clusters Score -5329860 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -5330791.000000 Penalty: 5320.638184
	Iteration 7Q: 3 clusters Score -5330791 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 27476 members 
Entering Unmasked Estep 
Score: -5331882.500000 Penalty: 5320.638184
	Iteration 8F: 3 clusters Score -5331882 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -5333239.500000 Penalty: 5320.638184
	Iteration 9F: 3 clusters Score -5333240 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 31079 members 
Entering Unmasked Estep 
Score: -5334550.000000 Penalty: 5320.638184
	Iteration 10F: 3 clusters Score -5334550 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -5335742.000000 Penalty: 5320.638184
	Iteration 11F: 3 clusters Score -5335742 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 34429 members 
Entering Unmasked Estep 
Score: -5336651.500000 Penalty: 5320.638184
	Iteration 12Q: 3 clusters Score -5336652 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -5337279.000000 Penalty: 5320.638184
	Iteration 13Q: 3 clusters Score -5337279 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -5337782.500000 Penalty: 5320.638184
	Iteration 14Q: 3 clusters Score -5337782 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 37772 members 
Entering Unmasked Estep 
Score: -5338237.000000 Penalty: 5320.638184
	Iteration 15Q: 3 clusters Score -5338237 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -5338633.000000 Penalty: 5320.638184
	Iteration 16Q: 3 clusters Score -5338633 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -5339151.500000 Penalty: 5320.638184
	Iteration 17Q: 3 clusters Score -5339152 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 40719 members 
Entering Unmasked Estep 
Score: -5339870.500000 Penalty: 5320.638184
	Iteration 18Q: 3 clusters Score -5339870 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 41938 members 
Entering Unmasked Estep 
Score: -5340938.000000 Penalty: 5320.638184
	Iteration 19Q: 3 clusters Score -5340938 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 43129 members 
Entering Unmasked Estep 
Score: -5342211.500000 Penalty: 5320.638184
	Iteration 20F: 3 clusters Score -5342212 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -5343264.500000 Penalty: 5320.638184
	Iteration 21Q: 3 clusters Score -5343264 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -5343861.500000 Penalty: 5320.638184
	Iteration 22Q: 3 clusters Score -5343862 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 44681 members 
Entering Unmasked Estep 
Score: -5344142.500000 Penalty: 5320.638184
	Iteration 23Q: 3 clusters Score -5344142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -5344270.500000 Penalty: 5320.638184
	Iteration 24Q: 3 clusters Score -5344270 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 44763 members 
Entering Unmasked Estep 
Score: -5344373.500000 Penalty: 5320.638184
	Iteration 25Q: 3 clusters Score -5344374 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -5344430.000000 Penalty: 5320.638184
	Iteration 26Q: 3 clusters Score -5344430 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 44791 members 
Entering Unmasked Estep 
Score: -5344464.000000 Penalty: 5320.638184
	Iteration 27Q: 3 clusters Score -5344464 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 44801 members 
Entering Unmasked Estep 
Score: -5344488.500000 Penalty: 5320.638184
	Iteration 28Q: 3 clusters Score -5344488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -5344505.500000 Penalty: 5320.638184
	Iteration 29Q: 3 clusters Score -5344506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -5344511.000000 Penalty: 5320.638184
	Iteration 30Q: 3 clusters Score -5344511 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 44827 members 
Entering Unmasked Estep 
Score: -5344538.000000 Penalty: 5320.638184
	Iteration 31Q: 3 clusters Score -5344538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -5344544.000000 Penalty: 5320.638184
	Iteration 32Q: 3 clusters Score -5344544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -5344550.500000 Penalty: 5320.638184
	Iteration 33Q: 3 clusters Score -5344550 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -5344555.500000 Penalty: 5320.638184
	Iteration 34Q: 3 clusters Score -5344556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -5344557.500000 Penalty: 5320.638184
	Iteration 35Q: 3 clusters Score -5344558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -5344555.000000 Penalty: 5320.638184
	Iteration 36Q: 3 clusters Score -5344555 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -5344555.000000 Penalty: 5320.638184
	Iteration 37F: 3 clusters Score -5344555 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Entering Unmasked Estep 
Score: -517451.656250 Penalty: 2085.748291
	Iteration 0F: 2 clusters Score -517451.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -513314.968750 Penalty: 4171.496582
	Iteration 0F: 3 clusters Score -513315 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -514396.750000 Penalty: 4171.496582
	Iteration 1F: 3 clusters Score -514396.8 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -514784.468750 Penalty: 4171.496582
	Iteration 2F: 3 clusters Score -514784.5 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -515092.437500 Penalty: 4171.496582
	Iteration 3F: 3 clusters Score -515092.4 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -515302.593750 Penalty: 4171.496582
	Iteration 4F: 3 clusters Score -515302.6 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -515474.718750 Penalty: 4171.496582
	Iteration 5F: 3 clusters Score -515474.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -515608.343750 Penalty: 4171.496582
	Iteration 6Q: 3 clusters Score -515608.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -515734.125000 Penalty: 4171.496582
	Iteration 7Q: 3 clusters Score -515734.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -515828.406250 Penalty: 4171.496582
	Iteration 8Q: 3 clusters Score -515828.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -515882.187500 Penalty: 4171.496582
	Iteration 9Q: 3 clusters Score -515882.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -515925.781250 Penalty: 4171.496582
	Iteration 10Q: 3 clusters Score -515925.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -515961.718750 Penalty: 4171.496582
	Iteration 11Q: 3 clusters Score -515961.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -515995.343750 Penalty: 4171.496582
	Iteration 12Q: 3 clusters Score -515995.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -516026.000000 Penalty: 4171.496582
	Iteration 13Q: 3 clusters Score -516026 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -516051.531250 Penalty: 4171.496582
	Iteration 14Q: 3 clusters Score -516051.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -516070.937500 Penalty: 4171.496582
	Iteration 15Q: 3 clusters Score -516070.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -516087.937500 Penalty: 4171.496582
	Iteration 16Q: 3 clusters Score -516087.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -516100.906250 Penalty: 4171.496582
	Iteration 17Q: 3 clusters Score -516100.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -516112.843750 Penalty: 4171.496582
	Iteration 18Q: 3 clusters Score -516112.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -516123.593750 Penalty: 4171.496582
	Iteration 19Q: 3 clusters Score -516123.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -516134.218750 Penalty: 4171.496582
	Iteration 20F: 3 clusters Score -516134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -516138.218750 Penalty: 4171.496582
	Iteration 21Q: 3 clusters Score -516138.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -516141.968750 Penalty: 4171.496582
	Iteration 22Q: 3 clusters Score -516142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -516143.968750 Penalty: 4171.496582
	Iteration 23Q: 3 clusters Score -516144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -516147.812500 Penalty: 4171.496582
	Iteration 24Q: 3 clusters Score -516147.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -516147.906250 Penalty: 4171.496582
	Iteration 25Q: 3 clusters Score -516147.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -516147.875000 Penalty: 4171.496582
	Iteration 26Q: 3 clusters Score -516147.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -516149.968750 Penalty: 4171.496582
	Iteration 27Q: 3 clusters Score -516150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -516150.531250 Penalty: 4171.496582
	Iteration 28Q: 3 clusters Score -516150.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -516150.531250 Penalty: 4171.496582
	Iteration 29F: 3 clusters Score -516150.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (168376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168376 members 
Entering Unmasked Estep 
Score: -20359590.000000 Penalty: 2984.420654
	Iteration 0F: 2 clusters Score -2.035959e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84011 members 
Mstep: Class 2 contains 84365 members 
Entering Unmasked Estep 
Score: -20251060.000000 Penalty: 5968.841309
	Iteration 0F: 3 clusters Score -2.025106e+07 nChanged 80770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82943 members 
Mstep: Class 2 contains 85433 members 
Entering Unmasked Estep 
Score: -20298318.000000 Penalty: 5968.841309
	Iteration 1F: 3 clusters Score -2.029832e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82497 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -20299956.000000 Penalty: 5968.841309
	Iteration 2Q: 3 clusters Score -2.029996e+07 nChanged 6168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81779 members 
Mstep: Class 2 contains 86597 members 
Entering Unmasked Estep 
Score: -20302326.000000 Penalty: 5968.841309
	Iteration 3Q: 3 clusters Score -2.030233e+07 nChanged 7127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80828 members 
Mstep: Class 2 contains 87548 members 
Entering Unmasked Estep 
Score: -20305696.000000 Penalty: 5968.841309
	Iteration 4Q: 3 clusters Score -2.03057e+07 nChanged 8556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79874 members 
Mstep: Class 2 contains 88502 members 
Entering Unmasked Estep 
Score: -20310620.000000 Penalty: 5968.841309
	Iteration 5F: 3 clusters Score -2.031062e+07 nChanged 10039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78939 members 
Mstep: Class 2 contains 89437 members 
Entering Unmasked Estep 
Score: -20317556.000000 Penalty: 5968.841309
	Iteration 6F: 3 clusters Score -2.031756e+07 nChanged 11265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 89870 members 
Entering Unmasked Estep 
Score: -20325964.000000 Penalty: 5968.841309
	Iteration 7F: 3 clusters Score -2.032596e+07 nChanged 11241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -20333684.000000 Penalty: 5968.841309
	Iteration 8F: 3 clusters Score -2.033368e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79485 members 
Mstep: Class 2 contains 88891 members 
Entering Unmasked Estep 
Score: -20337822.000000 Penalty: 5968.841309
	Iteration 9F: 3 clusters Score -2.033782e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80036 members 
Mstep: Class 2 contains 88340 members 
Entering Unmasked Estep 
Score: -20339400.000000 Penalty: 5968.841309
	Iteration 10Q: 3 clusters Score -2.03394e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80469 members 
Mstep: Class 2 contains 87907 members 
Entering Unmasked Estep 
Score: -20340028.000000 Penalty: 5968.841309
	Iteration 11Q: 3 clusters Score -2.034003e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 87489 members 
Entering Unmasked Estep 
Score: -20340414.000000 Penalty: 5968.841309
	Iteration 12Q: 3 clusters Score -2.034041e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 87012 members 
Entering Unmasked Estep 
Score: -20340768.000000 Penalty: 5968.841309
	Iteration 13Q: 3 clusters Score -2.034077e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81981 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -20341008.000000 Penalty: 5968.841309
	Iteration 14Q: 3 clusters Score -2.034101e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82695 members 
Mstep: Class 2 contains 85681 members 
Entering Unmasked Estep 
Score: -20341328.000000 Penalty: 5968.841309
	Iteration 15Q: 3 clusters Score -2.034133e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83478 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -20341754.000000 Penalty: 5968.841309
	Iteration 16Q: 3 clusters Score -2.034175e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84313 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -20342144.000000 Penalty: 5968.841309
	Iteration 17Q: 3 clusters Score -2.034214e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85244 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -20342594.000000 Penalty: 5968.841309
	Iteration 18Q: 3 clusters Score -2.034259e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 82110 members 
Entering Unmasked Estep 
Score: -20343036.000000 Penalty: 5968.841309
	Iteration 19Q: 3 clusters Score -2.034304e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87345 members 
Mstep: Class 2 contains 81031 members 
Entering Unmasked Estep 
Score: -20343422.000000 Penalty: 5968.841309
	Iteration 20F: 3 clusters Score -2.034342e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88387 members 
Mstep: Class 2 contains 79989 members 
Entering Unmasked Estep 
Score: -20343784.000000 Penalty: 5968.841309
	Iteration 21Q: 3 clusters Score -2.034378e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89446 members 
Mstep: Class 2 contains 78930 members 
Entering Unmasked Estep 
Score: -20344188.000000 Penalty: 5968.841309
	Iteration 22Q: 3 clusters Score -2.034419e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90533 members 
Mstep: Class 2 contains 77843 members 
Entering Unmasked Estep 
Score: -20344432.000000 Penalty: 5968.841309
	Iteration 23Q: 3 clusters Score -2.034443e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91662 members 
Mstep: Class 2 contains 76714 members 
Entering Unmasked Estep 
Score: -20344778.000000 Penalty: 5968.841309
	Iteration 24Q: 3 clusters Score -2.034478e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92757 members 
Mstep: Class 2 contains 75619 members 
Entering Unmasked Estep 
Score: -20345112.000000 Penalty: 5968.841309
	Iteration 25Q: 3 clusters Score -2.034511e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93865 members 
Mstep: Class 2 contains 74511 members 
Entering Unmasked Estep 
Score: -20345318.000000 Penalty: 5968.841309
	Iteration 26Q: 3 clusters Score -2.034532e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95076 members 
Mstep: Class 2 contains 73300 members 
Entering Unmasked Estep 
Score: -20345668.000000 Penalty: 5968.841309
	Iteration 27Q: 3 clusters Score -2.034567e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96240 members 
Mstep: Class 2 contains 72136 members 
Entering Unmasked Estep 
Score: -20345912.000000 Penalty: 5968.841309
	Iteration 28Q: 3 clusters Score -2.034591e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97356 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -20346124.000000 Penalty: 5968.841309
	Iteration 29Q: 3 clusters Score -2.034612e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98483 members 
Mstep: Class 2 contains 69893 members 
Entering Unmasked Estep 
Score: -20346346.000000 Penalty: 5968.841309
	Iteration 30Q: 3 clusters Score -2.034635e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99673 members 
Mstep: Class 2 contains 68703 members 
Entering Unmasked Estep 
Score: -20346582.000000 Penalty: 5968.841309
	Iteration 31Q: 3 clusters Score -2.034658e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100917 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -20346736.000000 Penalty: 5968.841309
	Iteration 32Q: 3 clusters Score -2.034674e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102215 members 
Mstep: Class 2 contains 66161 members 
Entering Unmasked Estep 
Score: -20346906.000000 Penalty: 5968.841309
	Iteration 33Q: 3 clusters Score -2.034691e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103519 members 
Mstep: Class 2 contains 64857 members 
Entering Unmasked Estep 
Score: -20347046.000000 Penalty: 5968.841309
	Iteration 34Q: 3 clusters Score -2.034705e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104868 members 
Mstep: Class 2 contains 63508 members 
Entering Unmasked Estep 
Score: -20347252.000000 Penalty: 5968.841309
	Iteration 35Q: 3 clusters Score -2.034725e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106260 members 
Mstep: Class 2 contains 62116 members 
Entering Unmasked Estep 
Score: -20347564.000000 Penalty: 5968.841309
	Iteration 36Q: 3 clusters Score -2.034756e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107727 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -20347682.000000 Penalty: 5968.841309
	Iteration 37Q: 3 clusters Score -2.034768e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109252 members 
Mstep: Class 2 contains 59124 members 
Entering Unmasked Estep 
Score: -20347870.000000 Penalty: 5968.841309
	Iteration 38Q: 3 clusters Score -2.034787e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110731 members 
Mstep: Class 2 contains 57645 members 
Entering Unmasked Estep 
Score: -20348142.000000 Penalty: 5968.841309
	Iteration 39Q: 3 clusters Score -2.034814e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112263 members 
Mstep: Class 2 contains 56113 members 
Entering Unmasked Estep 
Score: -20348414.000000 Penalty: 5968.841309
	Iteration 40F: 3 clusters Score -2.034841e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113864 members 
Mstep: Class 2 contains 54512 members 
Entering Unmasked Estep 
Score: -20348724.000000 Penalty: 5968.841309
	Iteration 41Q: 3 clusters Score -2.034872e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115559 members 
Mstep: Class 2 contains 52817 members 
Entering Unmasked Estep 
Score: -20349174.000000 Penalty: 5968.841309
	Iteration 42Q: 3 clusters Score -2.034917e+07 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117307 members 
Mstep: Class 2 contains 51069 members 
Entering Unmasked Estep 
Score: -20349466.000000 Penalty: 5968.841309
	Iteration 43Q: 3 clusters Score -2.034947e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119080 members 
Mstep: Class 2 contains 49296 members 
Entering Unmasked Estep 
Score: -20349874.000000 Penalty: 5968.841309
	Iteration 44Q: 3 clusters Score -2.034987e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120844 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -20350162.000000 Penalty: 5968.841309
	Iteration 45Q: 3 clusters Score -2.035016e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122624 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -20350506.000000 Penalty: 5968.841309
	Iteration 46Q: 3 clusters Score -2.035051e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124467 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -20350810.000000 Penalty: 5968.841309
	Iteration 47Q: 3 clusters Score -2.035081e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126271 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -20351222.000000 Penalty: 5968.841309
	Iteration 48Q: 3 clusters Score -2.035122e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 40322 members 
Entering Unmasked Estep 
Score: -20351558.000000 Penalty: 5968.841309
	Iteration 49Q: 3 clusters Score -2.035156e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129896 members 
Mstep: Class 2 contains 38480 members 
Entering Unmasked Estep 
Score: -20352054.000000 Penalty: 5968.841309
	Iteration 50Q: 3 clusters Score -2.035205e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131723 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -20352320.000000 Penalty: 5968.841309
	Iteration 51Q: 3 clusters Score -2.035232e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -20352864.000000 Penalty: 5968.841309
	Iteration 52Q: 3 clusters Score -2.035286e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135258 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -20353174.000000 Penalty: 5968.841309
	Iteration 53Q: 3 clusters Score -2.035317e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136975 members 
Mstep: Class 2 contains 31401 members 
Entering Unmasked Estep 
Score: -20353690.000000 Penalty: 5968.841309
	Iteration 54Q: 3 clusters Score -2.035369e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138739 members 
Mstep: Class 2 contains 29637 members 
Entering Unmasked Estep 
Score: -20354034.000000 Penalty: 5968.841309
	Iteration 55Q: 3 clusters Score -2.035403e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140497 members 
Mstep: Class 2 contains 27879 members 
Entering Unmasked Estep 
Score: -20354560.000000 Penalty: 5968.841309
	Iteration 56Q: 3 clusters Score -2.035456e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142163 members 
Mstep: Class 2 contains 26213 members 
Entering Unmasked Estep 
Score: -20354924.000000 Penalty: 5968.841309
	Iteration 57Q: 3 clusters Score -2.035492e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143848 members 
Mstep: Class 2 contains 24528 members 
Entering Unmasked Estep 
Score: -20355432.000000 Penalty: 5968.841309
	Iteration 58Q: 3 clusters Score -2.035543e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145494 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -20355964.000000 Penalty: 5968.841309
	Iteration 59Q: 3 clusters Score -2.035596e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147116 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -20356288.000000 Penalty: 5968.841309
	Iteration 60F: 3 clusters Score -2.035629e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148680 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -20356754.000000 Penalty: 5968.841309
	Iteration 61Q: 3 clusters Score -2.035675e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150177 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -20357020.000000 Penalty: 5968.841309
	Iteration 62Q: 3 clusters Score -2.035702e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151583 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -20357152.000000 Penalty: 5968.841309
	Iteration 63Q: 3 clusters Score -2.035715e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152806 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -20357348.000000 Penalty: 5968.841309
	Iteration 64Q: 3 clusters Score -2.035735e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153930 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -20357482.000000 Penalty: 5968.841309
	Iteration 65Q: 3 clusters Score -2.035748e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154983 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -20357680.000000 Penalty: 5968.841309
	Iteration 66Q: 3 clusters Score -2.035768e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155945 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -20357846.000000 Penalty: 5968.841309
	Iteration 67Q: 3 clusters Score -2.035785e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156813 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -20357942.000000 Penalty: 5968.841309
	Iteration 68Q: 3 clusters Score -2.035794e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157560 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -20357980.000000 Penalty: 5968.841309
	Iteration 69Q: 3 clusters Score -2.035798e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158287 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -20358056.000000 Penalty: 5968.841309
	Iteration 70Q: 3 clusters Score -2.035806e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158948 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -20358052.000000 Penalty: 5968.841309
	Iteration 71Q: 3 clusters Score -2.035805e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159528 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -20358114.000000 Penalty: 5968.841309
	Iteration 72Q: 3 clusters Score -2.035811e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -20358142.000000 Penalty: 5968.841309
	Iteration 73Q: 3 clusters Score -2.035814e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160527 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -20358214.000000 Penalty: 5968.841309
	Iteration 74Q: 3 clusters Score -2.035821e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160981 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -20358280.000000 Penalty: 5968.841309
	Iteration 75Q: 3 clusters Score -2.035828e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161393 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -20358284.000000 Penalty: 5968.841309
	Iteration 76Q: 3 clusters Score -2.035828e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161764 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -20358256.000000 Penalty: 5968.841309
	Iteration 77Q: 3 clusters Score -2.035826e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162113 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -20358242.000000 Penalty: 5968.841309
	Iteration 78Q: 3 clusters Score -2.035824e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162438 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -20358194.000000 Penalty: 5968.841309
	Iteration 79Q: 3 clusters Score -2.035819e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -20358180.000000 Penalty: 5968.841309
	Iteration 80F: 3 clusters Score -2.035818e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162992 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -20358146.000000 Penalty: 5968.841309
	Iteration 81Q: 3 clusters Score -2.035815e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163222 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -20358162.000000 Penalty: 5968.841309
	Iteration 82Q: 3 clusters Score -2.035816e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -20358096.000000 Penalty: 5968.841309
	Iteration 83Q: 3 clusters Score -2.03581e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163639 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -20358110.000000 Penalty: 5968.841309
	Iteration 84Q: 3 clusters Score -2.035811e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163839 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -20358160.000000 Penalty: 5968.841309
	Iteration 85Q: 3 clusters Score -2.035816e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164011 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -20358156.000000 Penalty: 5968.841309
	Iteration 86Q: 3 clusters Score -2.035816e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164164 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -20358132.000000 Penalty: 5968.841309
	Iteration 87Q: 3 clusters Score -2.035813e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -20358140.000000 Penalty: 5968.841309
	Iteration 88Q: 3 clusters Score -2.035814e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164433 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -20358150.000000 Penalty: 5968.841309
	Iteration 89Q: 3 clusters Score -2.035815e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164542 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -20358172.000000 Penalty: 5968.841309
	Iteration 90Q: 3 clusters Score -2.035817e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164641 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -20358164.000000 Penalty: 5968.841309
	Iteration 91Q: 3 clusters Score -2.035816e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164727 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -20358114.000000 Penalty: 5968.841309
	Iteration 92Q: 3 clusters Score -2.035811e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164810 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -20358092.000000 Penalty: 5968.841309
	Iteration 93Q: 3 clusters Score -2.035809e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164879 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -20358100.000000 Penalty: 5968.841309
	Iteration 94Q: 3 clusters Score -2.03581e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164943 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -20358082.000000 Penalty: 5968.841309
	Iteration 95Q: 3 clusters Score -2.035808e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164992 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -20358100.000000 Penalty: 5968.841309
	Iteration 96Q: 3 clusters Score -2.03581e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165035 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -20358104.000000 Penalty: 5968.841309
	Iteration 97Q: 3 clusters Score -2.03581e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165090 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -20358122.000000 Penalty: 5968.841309
	Iteration 98Q: 3 clusters Score -2.035812e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165144 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -20358134.000000 Penalty: 5968.841309
	Iteration 99Q: 3 clusters Score -2.035813e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165184 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -20358130.000000 Penalty: 5968.841309
	Iteration 100F: 3 clusters Score -2.035813e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165221 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -20358118.000000 Penalty: 5968.841309
	Iteration 101Q: 3 clusters Score -2.035812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165251 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -20358116.000000 Penalty: 5968.841309
	Iteration 102Q: 3 clusters Score -2.035812e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165274 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -20358102.000000 Penalty: 5968.841309
	Iteration 103Q: 3 clusters Score -2.03581e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165299 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -20358108.000000 Penalty: 5968.841309
	Iteration 104Q: 3 clusters Score -2.035811e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -20358094.000000 Penalty: 5968.841309
	Iteration 105Q: 3 clusters Score -2.035809e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165346 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -20358088.000000 Penalty: 5968.841309
	Iteration 106Q: 3 clusters Score -2.035809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165369 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -20358108.000000 Penalty: 5968.841309
	Iteration 107Q: 3 clusters Score -2.035811e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165391 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -20358134.000000 Penalty: 5968.841309
	Iteration 108Q: 3 clusters Score -2.035813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165405 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -20358140.000000 Penalty: 5968.841309
	Iteration 109Q: 3 clusters Score -2.035814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165420 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -20358152.000000 Penalty: 5968.841309
	Iteration 110Q: 3 clusters Score -2.035815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165434 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -20358154.000000 Penalty: 5968.841309
	Iteration 111Q: 3 clusters Score -2.035815e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165452 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -20358134.000000 Penalty: 5968.841309
	Iteration 112Q: 3 clusters Score -2.035813e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165465 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -20358160.000000 Penalty: 5968.841309
	Iteration 113Q: 3 clusters Score -2.035816e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165477 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -20358134.000000 Penalty: 5968.841309
	Iteration 114Q: 3 clusters Score -2.035813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165491 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -20358134.000000 Penalty: 5968.841309
	Iteration 115Q: 3 clusters Score -2.035813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165499 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -20358120.000000 Penalty: 5968.841309
	Iteration 116Q: 3 clusters Score -2.035812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165506 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -20358126.000000 Penalty: 5968.841309
	Iteration 117Q: 3 clusters Score -2.035813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165515 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -20358112.000000 Penalty: 5968.841309
	Iteration 118Q: 3 clusters Score -2.035811e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165523 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -20358112.000000 Penalty: 5968.841309
	Iteration 119Q: 3 clusters Score -2.035811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165530 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -20358102.000000 Penalty: 5968.841309
	Iteration 120F: 3 clusters Score -2.03581e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165541 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -20358106.000000 Penalty: 5968.841309
	Iteration 121Q: 3 clusters Score -2.035811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165549 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -20358094.000000 Penalty: 5968.841309
	Iteration 122Q: 3 clusters Score -2.035809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -20358072.000000 Penalty: 5968.841309
	Iteration 123Q: 3 clusters Score -2.035807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165568 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -20358078.000000 Penalty: 5968.841309
	Iteration 124Q: 3 clusters Score -2.035808e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165574 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -20358090.000000 Penalty: 5968.841309
	Iteration 125Q: 3 clusters Score -2.035809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -20358074.000000 Penalty: 5968.841309
	Iteration 126Q: 3 clusters Score -2.035807e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165598 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -20358060.000000 Penalty: 5968.841309
	Iteration 127Q: 3 clusters Score -2.035806e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165615 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -20358062.000000 Penalty: 5968.841309
	Iteration 128Q: 3 clusters Score -2.035806e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165636 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -20358058.000000 Penalty: 5968.841309
	Iteration 129Q: 3 clusters Score -2.035806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165653 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -20358058.000000 Penalty: 5968.841309
	Iteration 130Q: 3 clusters Score -2.035806e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165675 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -20358062.000000 Penalty: 5968.841309
	Iteration 131Q: 3 clusters Score -2.035806e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -20358052.000000 Penalty: 5968.841309
	Iteration 132Q: 3 clusters Score -2.035805e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165709 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -20358044.000000 Penalty: 5968.841309
	Iteration 133Q: 3 clusters Score -2.035804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165723 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -20358046.000000 Penalty: 5968.841309
	Iteration 134Q: 3 clusters Score -2.035805e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165741 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -20358022.000000 Penalty: 5968.841309
	Iteration 135Q: 3 clusters Score -2.035802e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165759 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -20358038.000000 Penalty: 5968.841309
	Iteration 136Q: 3 clusters Score -2.035804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165771 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -20358042.000000 Penalty: 5968.841309
	Iteration 137Q: 3 clusters Score -2.035804e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165791 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -20358038.000000 Penalty: 5968.841309
	Iteration 138Q: 3 clusters Score -2.035804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165799 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -20358036.000000 Penalty: 5968.841309
	Iteration 139Q: 3 clusters Score -2.035804e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165802 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -20358032.000000 Penalty: 5968.841309
	Iteration 140F: 3 clusters Score -2.035803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (254241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254241 members 
Entering Unmasked Estep 
Score: -30457618.000000 Penalty: 3086.617432
	Iteration 0F: 2 clusters Score -3.045762e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127362 members 
Mstep: Class 2 contains 126879 members 
Entering Unmasked Estep 
Score: -30292736.000000 Penalty: 6173.234863
	Iteration 0F: 3 clusters Score -3.029274e+07 nChanged 122761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130935 members 
Mstep: Class 2 contains 123306 members 
Entering Unmasked Estep 
Score: -30366052.000000 Penalty: 6173.234863
	Iteration 1F: 3 clusters Score -3.036605e+07 nChanged 7865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133412 members 
Mstep: Class 2 contains 120829 members 
Entering Unmasked Estep 
Score: -30368136.000000 Penalty: 6173.234863
	Iteration 2Q: 3 clusters Score -3.036814e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137092 members 
Mstep: Class 2 contains 117149 members 
Entering Unmasked Estep 
Score: -30371468.000000 Penalty: 6173.234863
	Iteration 3Q: 3 clusters Score -3.037147e+07 nChanged 11228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142442 members 
Mstep: Class 2 contains 111799 members 
Entering Unmasked Estep 
Score: -30376182.000000 Penalty: 6173.234863
	Iteration 4Q: 3 clusters Score -3.037618e+07 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149859 members 
Mstep: Class 2 contains 104382 members 
Entering Unmasked Estep 
Score: -30384284.000000 Penalty: 6173.234863
	Iteration 5F: 3 clusters Score -3.038428e+07 nChanged 16260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158641 members 
Mstep: Class 2 contains 95600 members 
Entering Unmasked Estep 
Score: -30396486.000000 Penalty: 6173.234863
	Iteration 6F: 3 clusters Score -3.039649e+07 nChanged 17400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166779 members 
Mstep: Class 2 contains 87462 members 
Entering Unmasked Estep 
Score: -30410436.000000 Penalty: 6173.234863
	Iteration 7F: 3 clusters Score -3.041044e+07 nChanged 15568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172395 members 
Mstep: Class 2 contains 81846 members 
Entering Unmasked Estep 
Score: -30420980.000000 Penalty: 6173.234863
	Iteration 8F: 3 clusters Score -3.042098e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175914 members 
Mstep: Class 2 contains 78327 members 
Entering Unmasked Estep 
Score: -30426004.000000 Penalty: 6173.234863
	Iteration 9Q: 3 clusters Score -3.0426e+07 nChanged 6766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179076 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -30428456.000000 Penalty: 6173.234863
	Iteration 10Q: 3 clusters Score -3.042846e+07 nChanged 4709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182303 members 
Mstep: Class 2 contains 71938 members 
Entering Unmasked Estep 
Score: -30430498.000000 Penalty: 6173.234863
	Iteration 11Q: 3 clusters Score -3.04305e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185563 members 
Mstep: Class 2 contains 68678 members 
Entering Unmasked Estep 
Score: -30432704.000000 Penalty: 6173.234863
	Iteration 12Q: 3 clusters Score -3.04327e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188808 members 
Mstep: Class 2 contains 65433 members 
Entering Unmasked Estep 
Score: -30434870.000000 Penalty: 6173.234863
	Iteration 13Q: 3 clusters Score -3.043487e+07 nChanged 4365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191979 members 
Mstep: Class 2 contains 62262 members 
Entering Unmasked Estep 
Score: -30436960.000000 Penalty: 6173.234863
	Iteration 14Q: 3 clusters Score -3.043696e+07 nChanged 4293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195024 members 
Mstep: Class 2 contains 59217 members 
Entering Unmasked Estep 
Score: -30439102.000000 Penalty: 6173.234863
	Iteration 15Q: 3 clusters Score -3.04391e+07 nChanged 4065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197873 members 
Mstep: Class 2 contains 56368 members 
Entering Unmasked Estep 
Score: -30441128.000000 Penalty: 6173.234863
	Iteration 16Q: 3 clusters Score -3.044113e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200400 members 
Mstep: Class 2 contains 53841 members 
Entering Unmasked Estep 
Score: -30442734.000000 Penalty: 6173.234863
	Iteration 17Q: 3 clusters Score -3.044273e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202766 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -30444148.000000 Penalty: 6173.234863
	Iteration 18Q: 3 clusters Score -3.044415e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204874 members 
Mstep: Class 2 contains 49367 members 
Entering Unmasked Estep 
Score: -30445390.000000 Penalty: 6173.234863
	Iteration 19Q: 3 clusters Score -3.044539e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206960 members 
Mstep: Class 2 contains 47281 members 
Entering Unmasked Estep 
Score: -30446344.000000 Penalty: 6173.234863
	Iteration 20F: 3 clusters Score -3.044634e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208980 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -30447252.000000 Penalty: 6173.234863
	Iteration 21Q: 3 clusters Score -3.044725e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210853 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -30448084.000000 Penalty: 6173.234863
	Iteration 22Q: 3 clusters Score -3.044808e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212654 members 
Mstep: Class 2 contains 41587 members 
Entering Unmasked Estep 
Score: -30448536.000000 Penalty: 6173.234863
	Iteration 23Q: 3 clusters Score -3.044854e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214417 members 
Mstep: Class 2 contains 39824 members 
Entering Unmasked Estep 
Score: -30449156.000000 Penalty: 6173.234863
	Iteration 24Q: 3 clusters Score -3.044916e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216035 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -30449516.000000 Penalty: 6173.234863
	Iteration 25Q: 3 clusters Score -3.044952e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217562 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -30449892.000000 Penalty: 6173.234863
	Iteration 26Q: 3 clusters Score -3.044989e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218988 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -30450200.000000 Penalty: 6173.234863
	Iteration 27Q: 3 clusters Score -3.04502e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220351 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -30450440.000000 Penalty: 6173.234863
	Iteration 28Q: 3 clusters Score -3.045044e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221676 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -30450610.000000 Penalty: 6173.234863
	Iteration 29Q: 3 clusters Score -3.045061e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222988 members 
Mstep: Class 2 contains 31253 members 
Entering Unmasked Estep 
Score: -30450720.000000 Penalty: 6173.234863
	Iteration 30Q: 3 clusters Score -3.045072e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224266 members 
Mstep: Class 2 contains 29975 members 
Entering Unmasked Estep 
Score: -30450958.000000 Penalty: 6173.234863
	Iteration 31Q: 3 clusters Score -3.045096e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225518 members 
Mstep: Class 2 contains 28723 members 
Entering Unmasked Estep 
Score: -30451312.000000 Penalty: 6173.234863
	Iteration 32Q: 3 clusters Score -3.045131e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226708 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -30451548.000000 Penalty: 6173.234863
	Iteration 33Q: 3 clusters Score -3.045155e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227890 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -30451896.000000 Penalty: 6173.234863
	Iteration 34Q: 3 clusters Score -3.04519e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229011 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -30452170.000000 Penalty: 6173.234863
	Iteration 35Q: 3 clusters Score -3.045217e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230083 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -30452368.000000 Penalty: 6173.234863
	Iteration 36Q: 3 clusters Score -3.045237e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231110 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -30452554.000000 Penalty: 6173.234863
	Iteration 37Q: 3 clusters Score -3.045255e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232093 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -30452702.000000 Penalty: 6173.234863
	Iteration 38Q: 3 clusters Score -3.04527e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233046 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -30452928.000000 Penalty: 6173.234863
	Iteration 39Q: 3 clusters Score -3.045293e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233966 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -30453198.000000 Penalty: 6173.234863
	Iteration 40F: 3 clusters Score -3.04532e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234773 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -30453388.000000 Penalty: 6173.234863
	Iteration 41Q: 3 clusters Score -3.045339e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235546 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -30453424.000000 Penalty: 6173.234863
	Iteration 42Q: 3 clusters Score -3.045342e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236284 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -30453544.000000 Penalty: 6173.234863
	Iteration 43Q: 3 clusters Score -3.045354e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236954 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -30453602.000000 Penalty: 6173.234863
	Iteration 44Q: 3 clusters Score -3.04536e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237567 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -30453646.000000 Penalty: 6173.234863
	Iteration 45Q: 3 clusters Score -3.045365e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238115 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -30453732.000000 Penalty: 6173.234863
	Iteration 46Q: 3 clusters Score -3.045373e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238635 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -30453832.000000 Penalty: 6173.234863
	Iteration 47Q: 3 clusters Score -3.045383e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239153 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -30453862.000000 Penalty: 6173.234863
	Iteration 48Q: 3 clusters Score -3.045386e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239631 members 
Mstep: Class 2 contains 14610 members 
Entering Unmasked Estep 
Score: -30453944.000000 Penalty: 6173.234863
	Iteration 49Q: 3 clusters Score -3.045394e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240113 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -30454048.000000 Penalty: 6173.234863
	Iteration 50Q: 3 clusters Score -3.045405e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240586 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -30454000.000000 Penalty: 6173.234863
	Iteration 51Q: 3 clusters Score -3.0454e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241047 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -30454128.000000 Penalty: 6173.234863
	Iteration 52Q: 3 clusters Score -3.045413e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241511 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -30454156.000000 Penalty: 6173.234863
	Iteration 53Q: 3 clusters Score -3.045416e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241941 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -30454272.000000 Penalty: 6173.234863
	Iteration 54Q: 3 clusters Score -3.045427e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242358 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -30454338.000000 Penalty: 6173.234863
	Iteration 55Q: 3 clusters Score -3.045434e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242755 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -30454424.000000 Penalty: 6173.234863
	Iteration 56Q: 3 clusters Score -3.045442e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243106 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -30454488.000000 Penalty: 6173.234863
	Iteration 57Q: 3 clusters Score -3.045449e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243428 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -30454524.000000 Penalty: 6173.234863
	Iteration 58Q: 3 clusters Score -3.045452e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243737 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -30454518.000000 Penalty: 6173.234863
	Iteration 59Q: 3 clusters Score -3.045452e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244034 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -30454492.000000 Penalty: 6173.234863
	Iteration 60F: 3 clusters Score -3.045449e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244328 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -30454590.000000 Penalty: 6173.234863
	Iteration 61Q: 3 clusters Score -3.045459e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244592 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -30454662.000000 Penalty: 6173.234863
	Iteration 62Q: 3 clusters Score -3.045466e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244845 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -30454676.000000 Penalty: 6173.234863
	Iteration 63Q: 3 clusters Score -3.045468e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245075 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -30454676.000000 Penalty: 6173.234863
	Iteration 64Q: 3 clusters Score -3.045468e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245284 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -30454712.000000 Penalty: 6173.234863
	Iteration 65Q: 3 clusters Score -3.045471e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245478 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -30454708.000000 Penalty: 6173.234863
	Iteration 66Q: 3 clusters Score -3.045471e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245657 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -30454788.000000 Penalty: 6173.234863
	Iteration 67Q: 3 clusters Score -3.045479e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245850 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -30454806.000000 Penalty: 6173.234863
	Iteration 68Q: 3 clusters Score -3.045481e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246028 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -30454844.000000 Penalty: 6173.234863
	Iteration 69Q: 3 clusters Score -3.045484e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246193 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -30454874.000000 Penalty: 6173.234863
	Iteration 70Q: 3 clusters Score -3.045487e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246340 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -30454838.000000 Penalty: 6173.234863
	Iteration 71Q: 3 clusters Score -3.045484e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246471 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -30454846.000000 Penalty: 6173.234863
	Iteration 72Q: 3 clusters Score -3.045485e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246600 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -30454820.000000 Penalty: 6173.234863
	Iteration 73Q: 3 clusters Score -3.045482e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246731 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -30454872.000000 Penalty: 6173.234863
	Iteration 74Q: 3 clusters Score -3.045487e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246868 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -30454882.000000 Penalty: 6173.234863
	Iteration 75Q: 3 clusters Score -3.045488e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247006 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -30454904.000000 Penalty: 6173.234863
	Iteration 76Q: 3 clusters Score -3.04549e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247130 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -30454974.000000 Penalty: 6173.234863
	Iteration 77Q: 3 clusters Score -3.045497e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247253 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -30455014.000000 Penalty: 6173.234863
	Iteration 78Q: 3 clusters Score -3.045501e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247362 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -30454972.000000 Penalty: 6173.234863
	Iteration 79Q: 3 clusters Score -3.045497e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247467 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -30454980.000000 Penalty: 6173.234863
	Iteration 80F: 3 clusters Score -3.045498e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247555 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -30455008.000000 Penalty: 6173.234863
	Iteration 81Q: 3 clusters Score -3.045501e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247653 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -30455004.000000 Penalty: 6173.234863
	Iteration 82Q: 3 clusters Score -3.0455e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247746 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -30454956.000000 Penalty: 6173.234863
	Iteration 83Q: 3 clusters Score -3.045496e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247837 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -30454974.000000 Penalty: 6173.234863
	Iteration 84Q: 3 clusters Score -3.045497e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247926 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -30454954.000000 Penalty: 6173.234863
	Iteration 85Q: 3 clusters Score -3.045495e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248012 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -30454952.000000 Penalty: 6173.234863
	Iteration 86Q: 3 clusters Score -3.045495e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248091 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -30455004.000000 Penalty: 6173.234863
	Iteration 87Q: 3 clusters Score -3.0455e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248162 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -30454974.000000 Penalty: 6173.234863
	Iteration 88Q: 3 clusters Score -3.045497e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248233 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -30454996.000000 Penalty: 6173.234863
	Iteration 89Q: 3 clusters Score -3.0455e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248298 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -30454954.000000 Penalty: 6173.234863
	Iteration 90Q: 3 clusters Score -3.045495e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248367 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -30454944.000000 Penalty: 6173.234863
	Iteration 91Q: 3 clusters Score -3.045494e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248429 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -30454934.000000 Penalty: 6173.234863
	Iteration 92Q: 3 clusters Score -3.045493e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248503 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -30454930.000000 Penalty: 6173.234863
	Iteration 93Q: 3 clusters Score -3.045493e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248560 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -30454904.000000 Penalty: 6173.234863
	Iteration 94Q: 3 clusters Score -3.04549e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248612 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -30454912.000000 Penalty: 6173.234863
	Iteration 95Q: 3 clusters Score -3.045491e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248666 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -30454892.000000 Penalty: 6173.234863
	Iteration 96Q: 3 clusters Score -3.045489e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248704 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -30454908.000000 Penalty: 6173.234863
	Iteration 97Q: 3 clusters Score -3.045491e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248742 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -30454888.000000 Penalty: 6173.234863
	Iteration 98Q: 3 clusters Score -3.045489e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248778 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -30454892.000000 Penalty: 6173.234863
	Iteration 99Q: 3 clusters Score -3.045489e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248817 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -30454876.000000 Penalty: 6173.234863
	Iteration 100F: 3 clusters Score -3.045488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248863 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -30454886.000000 Penalty: 6173.234863
	Iteration 101Q: 3 clusters Score -3.045489e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248911 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -30454878.000000 Penalty: 6173.234863
	Iteration 102Q: 3 clusters Score -3.045488e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248959 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -30454872.000000 Penalty: 6173.234863
	Iteration 103Q: 3 clusters Score -3.045487e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249007 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -30454848.000000 Penalty: 6173.234863
	Iteration 104Q: 3 clusters Score -3.045485e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249050 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -30454856.000000 Penalty: 6173.234863
	Iteration 105Q: 3 clusters Score -3.045486e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249092 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -30454878.000000 Penalty: 6173.234863
	Iteration 106Q: 3 clusters Score -3.045488e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249134 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -30454892.000000 Penalty: 6173.234863
	Iteration 107Q: 3 clusters Score -3.045489e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249171 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -30454866.000000 Penalty: 6173.234863
	Iteration 108Q: 3 clusters Score -3.045487e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249203 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -30454908.000000 Penalty: 6173.234863
	Iteration 109Q: 3 clusters Score -3.045491e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249230 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -30454932.000000 Penalty: 6173.234863
	Iteration 110Q: 3 clusters Score -3.045493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249254 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -30454968.000000 Penalty: 6173.234863
	Iteration 111Q: 3 clusters Score -3.045497e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249291 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -30454968.000000 Penalty: 6173.234863
	Iteration 112Q: 3 clusters Score -3.045497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249320 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -30454938.000000 Penalty: 6173.234863
	Iteration 113Q: 3 clusters Score -3.045494e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249348 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -30454932.000000 Penalty: 6173.234863
	Iteration 114Q: 3 clusters Score -3.045493e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249378 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -30454948.000000 Penalty: 6173.234863
	Iteration 115Q: 3 clusters Score -3.045495e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249417 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -30454956.000000 Penalty: 6173.234863
	Iteration 116Q: 3 clusters Score -3.045496e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249457 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -30454980.000000 Penalty: 6173.234863
	Iteration 117Q: 3 clusters Score -3.045498e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249494 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -30454994.000000 Penalty: 6173.234863
	Iteration 118Q: 3 clusters Score -3.045499e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249532 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -30455016.000000 Penalty: 6173.234863
	Iteration 119Q: 3 clusters Score -3.045502e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249571 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -30454970.000000 Penalty: 6173.234863
	Iteration 120F: 3 clusters Score -3.045497e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249609 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -30454952.000000 Penalty: 6173.234863
	Iteration 121Q: 3 clusters Score -3.045495e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249653 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -30454944.000000 Penalty: 6173.234863
	Iteration 122Q: 3 clusters Score -3.045494e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249692 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -30454928.000000 Penalty: 6173.234863
	Iteration 123Q: 3 clusters Score -3.045493e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249731 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -30454950.000000 Penalty: 6173.234863
	Iteration 124Q: 3 clusters Score -3.045495e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249769 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -30454912.000000 Penalty: 6173.234863
	Iteration 125Q: 3 clusters Score -3.045491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249804 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -30454926.000000 Penalty: 6173.234863
	Iteration 126Q: 3 clusters Score -3.045493e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249839 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -30454990.000000 Penalty: 6173.234863
	Iteration 127Q: 3 clusters Score -3.045499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249873 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -30454942.000000 Penalty: 6173.234863
	Iteration 128Q: 3 clusters Score -3.045494e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249900 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -30454928.000000 Penalty: 6173.234863
	Iteration 129Q: 3 clusters Score -3.045493e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249937 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -30454964.000000 Penalty: 6173.234863
	Iteration 130Q: 3 clusters Score -3.045496e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249977 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -30455002.000000 Penalty: 6173.234863
	Iteration 131Q: 3 clusters Score -3.0455e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250017 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -30454974.000000 Penalty: 6173.234863
	Iteration 132Q: 3 clusters Score -3.045497e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250055 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -30454996.000000 Penalty: 6173.234863
	Iteration 133Q: 3 clusters Score -3.0455e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250098 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -30454988.000000 Penalty: 6173.234863
	Iteration 134Q: 3 clusters Score -3.045499e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250149 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -30454990.000000 Penalty: 6173.234863
	Iteration 135Q: 3 clusters Score -3.045499e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250197 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -30454986.000000 Penalty: 6173.234863
	Iteration 136Q: 3 clusters Score -3.045499e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250243 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -30454988.000000 Penalty: 6173.234863
	Iteration 137Q: 3 clusters Score -3.045499e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250285 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -30455004.000000 Penalty: 6173.234863
	Iteration 138Q: 3 clusters Score -3.0455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250318 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -30455006.000000 Penalty: 6173.234863
	Iteration 139Q: 3 clusters Score -3.045501e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250349 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -30454984.000000 Penalty: 6173.234863
	Iteration 140F: 3 clusters Score -3.045498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250379 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -30454974.000000 Penalty: 6173.234863
	Iteration 141Q: 3 clusters Score -3.045497e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250408 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -30454982.000000 Penalty: 6173.234863
	Iteration 142Q: 3 clusters Score -3.045498e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250442 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -30455004.000000 Penalty: 6173.234863
	Iteration 143Q: 3 clusters Score -3.0455e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250478 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -30455002.000000 Penalty: 6173.234863
	Iteration 144Q: 3 clusters Score -3.0455e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250508 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -30455006.000000 Penalty: 6173.234863
	Iteration 145Q: 3 clusters Score -3.045501e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250536 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -30455022.000000 Penalty: 6173.234863
	Iteration 146Q: 3 clusters Score -3.045502e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250565 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -30455044.000000 Penalty: 6173.234863
	Iteration 147Q: 3 clusters Score -3.045504e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250593 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -30455030.000000 Penalty: 6173.234863
	Iteration 148Q: 3 clusters Score -3.045503e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250628 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -30455034.000000 Penalty: 6173.234863
	Iteration 149Q: 3 clusters Score -3.045503e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250658 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -30455046.000000 Penalty: 6173.234863
	Iteration 150Q: 3 clusters Score -3.045505e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250690 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -30455044.000000 Penalty: 6173.234863
	Iteration 151Q: 3 clusters Score -3.045504e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250720 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -30455050.000000 Penalty: 6173.234863
	Iteration 152Q: 3 clusters Score -3.045505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250745 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -30455084.000000 Penalty: 6173.234863
	Iteration 153Q: 3 clusters Score -3.045508e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250775 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -30455072.000000 Penalty: 6173.234863
	Iteration 154Q: 3 clusters Score -3.045507e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250808 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -30455066.000000 Penalty: 6173.234863
	Iteration 155Q: 3 clusters Score -3.045507e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250836 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -30455056.000000 Penalty: 6173.234863
	Iteration 156Q: 3 clusters Score -3.045506e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250863 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -30455072.000000 Penalty: 6173.234863
	Iteration 157Q: 3 clusters Score -3.045507e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250890 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -30455066.000000 Penalty: 6173.234863
	Iteration 158Q: 3 clusters Score -3.045507e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250912 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -30455036.000000 Penalty: 6173.234863
	Iteration 159Q: 3 clusters Score -3.045504e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250931 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -30455014.000000 Penalty: 6173.234863
	Iteration 160F: 3 clusters Score -3.045501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250945 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -30455008.000000 Penalty: 6173.234863
	Iteration 161Q: 3 clusters Score -3.045501e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250951 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -30455016.000000 Penalty: 6173.234863
	Iteration 162Q: 3 clusters Score -3.045502e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250959 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -30455016.000000 Penalty: 6173.234863
	Iteration 163Q: 3 clusters Score -3.045502e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250970 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -30455032.000000 Penalty: 6173.234863
	Iteration 164Q: 3 clusters Score -3.045503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250980 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -30455022.000000 Penalty: 6173.234863
	Iteration 165Q: 3 clusters Score -3.045502e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250988 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -30455028.000000 Penalty: 6173.234863
	Iteration 166Q: 3 clusters Score -3.045503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250999 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -30455028.000000 Penalty: 6173.234863
	Iteration 167Q: 3 clusters Score -3.045503e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251016 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -30455048.000000 Penalty: 6173.234863
	Iteration 168Q: 3 clusters Score -3.045505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251030 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -30455048.000000 Penalty: 6173.234863
	Iteration 169Q: 3 clusters Score -3.045505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251042 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -30455048.000000 Penalty: 6173.234863
	Iteration 170Q: 3 clusters Score -3.045505e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251051 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -30455046.000000 Penalty: 6173.234863
	Iteration 171Q: 3 clusters Score -3.045505e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251056 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -30455034.000000 Penalty: 6173.234863
	Iteration 172Q: 3 clusters Score -3.045503e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251058 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -30455046.000000 Penalty: 6173.234863
	Iteration 173Q: 3 clusters Score -3.045505e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251063 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -30455042.000000 Penalty: 6173.234863
	Iteration 174Q: 3 clusters Score -3.045504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251066 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -30455036.000000 Penalty: 6173.234863
	Iteration 175Q: 3 clusters Score -3.045504e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251069 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -30455044.000000 Penalty: 6173.234863
	Iteration 176Q: 3 clusters Score -3.045504e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251070 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -30455030.000000 Penalty: 6173.234863
	Iteration 177Q: 3 clusters Score -3.045503e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251070 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -30455030.000000 Penalty: 6173.234863
	Iteration 178F: 3 clusters Score -3.045503e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Entering Unmasked Estep 
Score: -2205416.500000 Penalty: 2433.166016
	Iteration 0F: 2 clusters Score -2205416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -2192471.750000 Penalty: 4866.332031
	Iteration 0F: 3 clusters Score -2192472 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2196759.500000 Penalty: 4866.332031
	Iteration 1F: 3 clusters Score -2196760 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -2197260.000000 Penalty: 4866.332031
	Iteration 2F: 3 clusters Score -2197260 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2197751.500000 Penalty: 4866.332031
	Iteration 3F: 3 clusters Score -2197752 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -2198285.000000 Penalty: 4866.332031
	Iteration 4F: 3 clusters Score -2198285 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2198846.750000 Penalty: 4866.332031
	Iteration 5F: 3 clusters Score -2198847 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -2199556.750000 Penalty: 4866.332031
	Iteration 6F: 3 clusters Score -2199557 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -2200366.000000 Penalty: 4866.332031
	Iteration 7F: 3 clusters Score -2200366 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2201207.250000 Penalty: 4866.332031
	Iteration 8F: 3 clusters Score -2201207 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2201965.750000 Penalty: 4866.332031
	Iteration 9Q: 3 clusters Score -2201966 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16955 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2202495.750000 Penalty: 4866.332031
	Iteration 10Q: 3 clusters Score -2202496 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2202822.000000 Penalty: 4866.332031
	Iteration 11Q: 3 clusters Score -2202822 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2203003.250000 Penalty: 4866.332031
	Iteration 12Q: 3 clusters Score -2203003 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -2203125.750000 Penalty: 4866.332031
	Iteration 13Q: 3 clusters Score -2203126 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -2203226.250000 Penalty: 4866.332031
	Iteration 14Q: 3 clusters Score -2203226 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -2203274.500000 Penalty: 4866.332031
	Iteration 15Q: 3 clusters Score -2203274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -2203307.000000 Penalty: 4866.332031
	Iteration 16Q: 3 clusters Score -2203307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -2203333.250000 Penalty: 4866.332031
	Iteration 17Q: 3 clusters Score -2203333 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -2203344.750000 Penalty: 4866.332031
	Iteration 18Q: 3 clusters Score -2203345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -2203364.500000 Penalty: 4866.332031
	Iteration 19Q: 3 clusters Score -2203364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2203365.500000 Penalty: 4866.332031
	Iteration 20F: 3 clusters Score -2203366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -2203370.000000 Penalty: 4866.332031
	Iteration 21Q: 3 clusters Score -2203370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2203366.500000 Penalty: 4866.332031
	Iteration 22Q: 3 clusters Score -2203366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2203370.250000 Penalty: 4866.332031
	Iteration 23Q: 3 clusters Score -2203370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -2203372.750000 Penalty: 4866.332031
	Iteration 24Q: 3 clusters Score -2203373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2203374.500000 Penalty: 4866.332031
	Iteration 25Q: 3 clusters Score -2203374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -2203374.500000 Penalty: 4866.332031
	Iteration 26F: 3 clusters Score -2203374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 7 contains 188464 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 45574 members 
Mstep: Class 12 contains 4493 members 
Mstep: Class 16 contains 168376 members 
Mstep: Class 17 contains 254241 members 
Mstep: Class 21 contains 18236 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 39Q: 9 clusters Score -8.11065e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2359 members 
Mstep: Class 7 contains 187320 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 10 contains 45640 members 
Mstep: Class 12 contains 4484 members 
Mstep: Class 16 contains 168436 members 
Mstep: Class 17 contains 255270 members 
Mstep: Class 21 contains 18239 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 40F: 9 clusters Score -8.110648e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 7 contains 186143 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 45703 members 
Mstep: Class 12 contains 4475 members 
Mstep: Class 16 contains 168460 members 
Mstep: Class 17 contains 256364 members 
Mstep: Class 21 contains 18244 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 41Q: 9 clusters Score -8.110665e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 7 contains 185103 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 45759 members 
Mstep: Class 12 contains 4469 members 
Mstep: Class 16 contains 168417 members 
Mstep: Class 17 contains 257393 members 
Mstep: Class 21 contains 18249 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 42Q: 9 clusters Score -8.110687e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2357 members 
Mstep: Class 7 contains 184160 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 45833 members 
Mstep: Class 12 contains 4463 members 
Mstep: Class 16 contains 168327 members 
Mstep: Class 17 contains 258357 members 
Mstep: Class 21 contains 18249 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 43Q: 9 clusters Score -8.110712e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2356 members 
Mstep: Class 7 contains 183339 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 45881 members 
Mstep: Class 12 contains 4459 members 
Mstep: Class 16 contains 168198 members 
Mstep: Class 17 contains 259263 members 
Mstep: Class 21 contains 18251 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 44Q: 9 clusters Score -8.110701e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2358 members 
Mstep: Class 7 contains 182620 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 45930 members 
Mstep: Class 12 contains 4456 members 
Mstep: Class 16 contains 168044 members 
Mstep: Class 17 contains 260087 members 
Mstep: Class 21 contains 18252 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 9 clusters Score -8.110704e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2360 members 
Mstep: Class 7 contains 182006 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 45968 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 167869 members 
Mstep: Class 17 contains 260838 members 
Mstep: Class 21 contains 18252 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 9 clusters Score -8.110711e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2361 members 
Mstep: Class 7 contains 181509 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 45999 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 167698 members 
Mstep: Class 17 contains 261473 members 
Mstep: Class 21 contains 18253 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 47Q: 9 clusters Score -8.110714e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2363 members 
Mstep: Class 7 contains 181135 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46034 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 167527 members 
Mstep: Class 17 contains 261983 members 
Mstep: Class 21 contains 18251 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 48Q: 9 clusters Score -8.110702e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2365 members 
Mstep: Class 7 contains 180833 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46058 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 167378 members 
Mstep: Class 17 contains 262412 members 
Mstep: Class 21 contains 18247 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 49Q: 9 clusters Score -8.110702e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180596 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46091 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 167235 members 
Mstep: Class 17 contains 262756 members 
Mstep: Class 21 contains 18248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107152.000000 Penalty: 26657.613281
Iteration 50Q: 9 clusters Score -8.110715e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180421 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46108 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 167122 members 
Mstep: Class 17 contains 263024 members 
Mstep: Class 21 contains 18250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 51Q: 9 clusters Score -8.110718e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180306 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46124 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 167030 members 
Mstep: Class 17 contains 263216 members 
Mstep: Class 21 contains 18249 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 52Q: 9 clusters Score -8.110719e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180246 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46135 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166948 members 
Mstep: Class 17 contains 263348 members 
Mstep: Class 21 contains 18248 members 
Entering Unmasked Estep 
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Iteration 53Q: 9 clusters Score -8.110711e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180224 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46150 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166842 members 
Mstep: Class 17 contains 263462 members 
Mstep: Class 21 contains 18247 members 
Entering Unmasked Estep 
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Iteration 54Q: 9 clusters Score -8.110717e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180209 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 10 contains 46153 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166735 members 
Mstep: Class 17 contains 263578 members 
Mstep: Class 21 contains 18250 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 55Q: 9 clusters Score -8.110716e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180198 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 10 contains 46149 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166667 members 
Mstep: Class 17 contains 263656 members 
Mstep: Class 21 contains 18253 members 
Entering Unmasked Estep 
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Iteration 56Q: 9 clusters Score -8.11072e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180205 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46149 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166620 members 
Mstep: Class 17 contains 263697 members 
Mstep: Class 21 contains 18254 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 57Q: 9 clusters Score -8.11073e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180212 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46146 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166586 members 
Mstep: Class 17 contains 263725 members 
Mstep: Class 21 contains 18256 members 
Entering Unmasked Estep 
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Iteration 58Q: 9 clusters Score -8.110716e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180219 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46146 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166552 members 
Mstep: Class 17 contains 263750 members 
Mstep: Class 21 contains 18258 members 
Entering Unmasked Estep 
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Iteration 59Q: 9 clusters Score -8.11071e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180232 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46150 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166519 members 
Mstep: Class 17 contains 263762 members 
Mstep: Class 21 contains 18261 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 60F: 9 clusters Score -8.110714e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180252 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46151 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166493 members 
Mstep: Class 17 contains 263767 members 
Mstep: Class 21 contains 18261 members 
Entering Unmasked Estep 
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Iteration 61Q: 9 clusters Score -8.11071e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180253 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46158 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166485 members 
Mstep: Class 17 contains 263766 members 
Mstep: Class 21 contains 18262 members 
Entering Unmasked Estep 
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Iteration 62Q: 9 clusters Score -8.110711e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180258 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 10 contains 46162 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166475 members 
Mstep: Class 17 contains 263762 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
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Iteration 63Q: 9 clusters Score -8.110703e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180264 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 10 contains 46165 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166468 members 
Mstep: Class 17 contains 263758 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
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Iteration 64Q: 9 clusters Score -8.110707e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180280 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 10 contains 46169 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166469 members 
Mstep: Class 17 contains 263738 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
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Iteration 65Q: 9 clusters Score -8.110711e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180306 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 10 contains 46175 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166473 members 
Mstep: Class 17 contains 263701 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
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Iteration 66Q: 9 clusters Score -8.110711e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 7 contains 180322 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46173 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166465 members 
Mstep: Class 17 contains 263695 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
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Iteration 67Q: 9 clusters Score -8.110716e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180330 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46173 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166457 members 
Mstep: Class 17 contains 263697 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
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Iteration 68Q: 9 clusters Score -8.110719e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180345 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46178 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166444 members 
Mstep: Class 17 contains 263693 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
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Iteration 69Q: 9 clusters Score -8.110721e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180376 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46180 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166426 members 
Mstep: Class 17 contains 263678 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
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Iteration 70Q: 9 clusters Score -8.110726e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180396 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46177 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166409 members 
Mstep: Class 17 contains 263679 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
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Iteration 71Q: 9 clusters Score -8.11073e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180422 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46174 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166398 members 
Mstep: Class 17 contains 263667 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
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Iteration 72Q: 9 clusters Score -8.11073e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180433 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46172 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166399 members 
Mstep: Class 17 contains 263657 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107344.000000 Penalty: 26657.613281
Iteration 73Q: 9 clusters Score -8.110734e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180448 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46174 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166400 members 
Mstep: Class 17 contains 263639 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107360.000000 Penalty: 26657.613281
Iteration 74Q: 9 clusters Score -8.110736e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180460 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46174 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166389 members 
Mstep: Class 17 contains 263637 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107384.000000 Penalty: 26657.613281
Iteration 75Q: 9 clusters Score -8.110738e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180463 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46173 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166377 members 
Mstep: Class 17 contains 263647 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107432.000000 Penalty: 26657.613281
Iteration 76Q: 9 clusters Score -8.110743e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180478 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46175 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166362 members 
Mstep: Class 17 contains 263645 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107456.000000 Penalty: 26657.613281
Iteration 77Q: 9 clusters Score -8.110746e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180488 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46174 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166334 members 
Mstep: Class 17 contains 263664 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107432.000000 Penalty: 26657.613281
Iteration 78Q: 9 clusters Score -8.110743e+07 nChanged 156
Entering ConstructFrom: 
Score: -81107432.000000 Penalty: 26657.613281
Entering ConstructFrom: 
Trying to split cluster 2 (2366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Entering Unmasked Estep 
Score: -276571.812500 Penalty: 1926.701172
	Iteration 0F: 2 clusters Score -276571.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -273718.031250 Penalty: 3853.402344
	Iteration 0F: 3 clusters Score -273718 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -274240.718750 Penalty: 3853.402344
	Iteration 1F: 3 clusters Score -274240.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -274362.781250 Penalty: 3853.402344
	Iteration 2F: 3 clusters Score -274362.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -274431.000000 Penalty: 3853.402344
	Iteration 3Q: 3 clusters Score -274431 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -274502.250000 Penalty: 3853.402344
	Iteration 4Q: 3 clusters Score -274502.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -274559.812500 Penalty: 3853.402344
	Iteration 5Q: 3 clusters Score -274559.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -274594.875000 Penalty: 3853.402344
	Iteration 6Q: 3 clusters Score -274594.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -274626.593750 Penalty: 3853.402344
	Iteration 7Q: 3 clusters Score -274626.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -274658.656250 Penalty: 3853.402344
	Iteration 8Q: 3 clusters Score -274658.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -274684.625000 Penalty: 3853.402344
	Iteration 9Q: 3 clusters Score -274684.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -274710.437500 Penalty: 3853.402344
	Iteration 10Q: 3 clusters Score -274710.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -274735.312500 Penalty: 3853.402344
	Iteration 11Q: 3 clusters Score -274735.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -274759.500000 Penalty: 3853.402344
	Iteration 12Q: 3 clusters Score -274759.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -274790.906250 Penalty: 3853.402344
	Iteration 13Q: 3 clusters Score -274790.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -274819.593750 Penalty: 3853.402344
	Iteration 14Q: 3 clusters Score -274819.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -274849.968750 Penalty: 3853.402344
	Iteration 15Q: 3 clusters Score -274850 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -274876.093750 Penalty: 3853.402344
	Iteration 16Q: 3 clusters Score -274876.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -274900.968750 Penalty: 3853.402344
	Iteration 17Q: 3 clusters Score -274901 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -274926.812500 Penalty: 3853.402344
	Iteration 18Q: 3 clusters Score -274926.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -274962.562500 Penalty: 3853.402344
	Iteration 19Q: 3 clusters Score -274962.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -275002.875000 Penalty: 3853.402344
	Iteration 20F: 3 clusters Score -275002.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -275061.375000 Penalty: 3853.402344
	Iteration 21Q: 3 clusters Score -275061.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -275127.125000 Penalty: 3853.402344
	Iteration 22Q: 3 clusters Score -275127.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -275169.375000 Penalty: 3853.402344
	Iteration 23Q: 3 clusters Score -275169.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -275208.750000 Penalty: 3853.402344
	Iteration 24Q: 3 clusters Score -275208.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -275246.156250 Penalty: 3853.402344
	Iteration 25Q: 3 clusters Score -275246.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -275267.375000 Penalty: 3853.402344
	Iteration 26Q: 3 clusters Score -275267.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -275280.781250 Penalty: 3853.402344
	Iteration 27Q: 3 clusters Score -275280.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -275292.843750 Penalty: 3853.402344
	Iteration 28Q: 3 clusters Score -275292.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -275306.437500 Penalty: 3853.402344
	Iteration 29Q: 3 clusters Score -275306.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -275320.406250 Penalty: 3853.402344
	Iteration 30Q: 3 clusters Score -275320.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -275331.687500 Penalty: 3853.402344
	Iteration 31Q: 3 clusters Score -275331.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -275338.562500 Penalty: 3853.402344
	Iteration 32Q: 3 clusters Score -275338.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -275342.093750 Penalty: 3853.402344
	Iteration 33Q: 3 clusters Score -275342.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -275348.625000 Penalty: 3853.402344
	Iteration 34Q: 3 clusters Score -275348.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -275358.812500 Penalty: 3853.402344
	Iteration 35Q: 3 clusters Score -275358.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -275369.375000 Penalty: 3853.402344
	Iteration 36Q: 3 clusters Score -275369.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -275376.375000 Penalty: 3853.402344
	Iteration 37Q: 3 clusters Score -275376.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -275383.875000 Penalty: 3853.402344
	Iteration 38Q: 3 clusters Score -275383.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -275388.312500 Penalty: 3853.402344
	Iteration 39Q: 3 clusters Score -275388.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -275391.968750 Penalty: 3853.402344
	Iteration 40F: 3 clusters Score -275392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -275397.468750 Penalty: 3853.402344
	Iteration 41Q: 3 clusters Score -275397.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -275398.437500 Penalty: 3853.402344
	Iteration 42Q: 3 clusters Score -275398.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -275400.406250 Penalty: 3853.402344
	Iteration 43Q: 3 clusters Score -275400.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -275403.281250 Penalty: 3853.402344
	Iteration 44Q: 3 clusters Score -275403.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -275408.937500 Penalty: 3853.402344
	Iteration 45Q: 3 clusters Score -275408.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -275417.281250 Penalty: 3853.402344
	Iteration 46Q: 3 clusters Score -275417.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -275424.562500 Penalty: 3853.402344
	Iteration 47Q: 3 clusters Score -275424.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -275434.156250 Penalty: 3853.402344
	Iteration 48Q: 3 clusters Score -275434.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -275439.281250 Penalty: 3853.402344
	Iteration 49Q: 3 clusters Score -275439.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275443.968750 Penalty: 3853.402344
	Iteration 50Q: 3 clusters Score -275444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275448.906250 Penalty: 3853.402344
	Iteration 51Q: 3 clusters Score -275448.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -275451.625000 Penalty: 3853.402344
	Iteration 52Q: 3 clusters Score -275451.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -275454.312500 Penalty: 3853.402344
	Iteration 53Q: 3 clusters Score -275454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -275457.250000 Penalty: 3853.402344
	Iteration 54Q: 3 clusters Score -275457.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -275458.406250 Penalty: 3853.402344
	Iteration 55Q: 3 clusters Score -275458.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -275459.781250 Penalty: 3853.402344
	Iteration 56Q: 3 clusters Score -275459.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -275460.937500 Penalty: 3853.402344
	Iteration 57Q: 3 clusters Score -275460.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -275461.468750 Penalty: 3853.402344
	Iteration 58Q: 3 clusters Score -275461.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -275462.687500 Penalty: 3853.402344
	Iteration 59Q: 3 clusters Score -275462.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -275462.843750 Penalty: 3853.402344
	Iteration 60F: 3 clusters Score -275462.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180490 members 
Entering Unmasked Estep 
Score: -21693740.000000 Penalty: 3001.650879
	Iteration 0F: 2 clusters Score -2.169374e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90001 members 
Mstep: Class 2 contains 90489 members 
Entering Unmasked Estep 
Score: -21576784.000000 Penalty: 6003.301758
	Iteration 0F: 3 clusters Score -2.157678e+07 nChanged 86608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84095 members 
Mstep: Class 2 contains 96395 members 
Entering Unmasked Estep 
Score: -21627898.000000 Penalty: 6003.301758
	Iteration 1F: 3 clusters Score -2.16279e+07 nChanged 7134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80349 members 
Mstep: Class 2 contains 100141 members 
Entering Unmasked Estep 
Score: -21630494.000000 Penalty: 6003.301758
	Iteration 2Q: 3 clusters Score -2.163049e+07 nChanged 9029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74682 members 
Mstep: Class 2 contains 105808 members 
Entering Unmasked Estep 
Score: -21634618.000000 Penalty: 6003.301758
	Iteration 3F: 3 clusters Score -2.163462e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66613 members 
Mstep: Class 2 contains 113877 members 
Entering Unmasked Estep 
Score: -21641264.000000 Penalty: 6003.301758
	Iteration 4F: 3 clusters Score -2.164126e+07 nChanged 13427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56156 members 
Mstep: Class 2 contains 124334 members 
Entering Unmasked Estep 
Score: -21651460.000000 Penalty: 6003.301758
	Iteration 5F: 3 clusters Score -2.165146e+07 nChanged 14109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44459 members 
Mstep: Class 2 contains 136031 members 
Entering Unmasked Estep 
Score: -21663154.000000 Penalty: 6003.301758
	Iteration 6F: 3 clusters Score -2.166315e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 146558 members 
Entering Unmasked Estep 
Score: -21673996.000000 Penalty: 6003.301758
	Iteration 7F: 3 clusters Score -2.1674e+07 nChanged 9167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 154313 members 
Entering Unmasked Estep 
Score: -21680796.000000 Penalty: 6003.301758
	Iteration 8F: 3 clusters Score -2.16808e+07 nChanged 6162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -21684600.000000 Penalty: 6003.301758
	Iteration 9Q: 3 clusters Score -2.16846e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -21686824.000000 Penalty: 6003.301758
	Iteration 10Q: 3 clusters Score -2.168682e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 165103 members 
Entering Unmasked Estep 
Score: -21688242.000000 Penalty: 6003.301758
	Iteration 11Q: 3 clusters Score -2.168824e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 166927 members 
Entering Unmasked Estep 
Score: -21689166.000000 Penalty: 6003.301758
	Iteration 12Q: 3 clusters Score -2.168917e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 168468 members 
Entering Unmasked Estep 
Score: -21689944.000000 Penalty: 6003.301758
	Iteration 13Q: 3 clusters Score -2.168994e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 169760 members 
Entering Unmasked Estep 
Score: -21690608.000000 Penalty: 6003.301758
	Iteration 14Q: 3 clusters Score -2.169061e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 170799 members 
Entering Unmasked Estep 
Score: -21691084.000000 Penalty: 6003.301758
	Iteration 15Q: 3 clusters Score -2.169108e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 171666 members 
Entering Unmasked Estep 
Score: -21691532.000000 Penalty: 6003.301758
	Iteration 16Q: 3 clusters Score -2.169153e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 172333 members 
Entering Unmasked Estep 
Score: -21691744.000000 Penalty: 6003.301758
	Iteration 17Q: 3 clusters Score -2.169174e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 172919 members 
Entering Unmasked Estep 
Score: -21692034.000000 Penalty: 6003.301758
	Iteration 18Q: 3 clusters Score -2.169203e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 173433 members 
Entering Unmasked Estep 
Score: -21692204.000000 Penalty: 6003.301758
	Iteration 19Q: 3 clusters Score -2.16922e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 173877 members 
Entering Unmasked Estep 
Score: -21692360.000000 Penalty: 6003.301758
	Iteration 20F: 3 clusters Score -2.169236e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 174201 members 
Entering Unmasked Estep 
Score: -21692436.000000 Penalty: 6003.301758
	Iteration 21Q: 3 clusters Score -2.169244e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 174473 members 
Entering Unmasked Estep 
Score: -21692508.000000 Penalty: 6003.301758
	Iteration 22Q: 3 clusters Score -2.169251e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 174684 members 
Entering Unmasked Estep 
Score: -21692534.000000 Penalty: 6003.301758
	Iteration 23Q: 3 clusters Score -2.169253e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 174852 members 
Entering Unmasked Estep 
Score: -21692570.000000 Penalty: 6003.301758
	Iteration 24Q: 3 clusters Score -2.169257e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 175030 members 
Entering Unmasked Estep 
Score: -21692566.000000 Penalty: 6003.301758
	Iteration 25Q: 3 clusters Score -2.169257e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 175194 members 
Entering Unmasked Estep 
Score: -21692588.000000 Penalty: 6003.301758
	Iteration 26Q: 3 clusters Score -2.169259e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -21692614.000000 Penalty: 6003.301758
	Iteration 27Q: 3 clusters Score -2.169261e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 175465 members 
Entering Unmasked Estep 
Score: -21692670.000000 Penalty: 6003.301758
	Iteration 28Q: 3 clusters Score -2.169267e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 175590 members 
Entering Unmasked Estep 
Score: -21692688.000000 Penalty: 6003.301758
	Iteration 29Q: 3 clusters Score -2.169269e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 175686 members 
Entering Unmasked Estep 
Score: -21692710.000000 Penalty: 6003.301758
	Iteration 30Q: 3 clusters Score -2.169271e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 175763 members 
Entering Unmasked Estep 
Score: -21692678.000000 Penalty: 6003.301758
	Iteration 31Q: 3 clusters Score -2.169268e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 175827 members 
Entering Unmasked Estep 
Score: -21692730.000000 Penalty: 6003.301758
	Iteration 32Q: 3 clusters Score -2.169273e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 175897 members 
Entering Unmasked Estep 
Score: -21692756.000000 Penalty: 6003.301758
	Iteration 33Q: 3 clusters Score -2.169276e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 175961 members 
Entering Unmasked Estep 
Score: -21692770.000000 Penalty: 6003.301758
	Iteration 34Q: 3 clusters Score -2.169277e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 176023 members 
Entering Unmasked Estep 
Score: -21692802.000000 Penalty: 6003.301758
	Iteration 35Q: 3 clusters Score -2.16928e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 176089 members 
Entering Unmasked Estep 
Score: -21692804.000000 Penalty: 6003.301758
	Iteration 36Q: 3 clusters Score -2.16928e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 176144 members 
Entering Unmasked Estep 
Score: -21692824.000000 Penalty: 6003.301758
	Iteration 37Q: 3 clusters Score -2.169282e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 176190 members 
Entering Unmasked Estep 
Score: -21692808.000000 Penalty: 6003.301758
	Iteration 38Q: 3 clusters Score -2.169281e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 176221 members 
Entering Unmasked Estep 
Score: -21692800.000000 Penalty: 6003.301758
	Iteration 39Q: 3 clusters Score -2.16928e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 176255 members 
Entering Unmasked Estep 
Score: -21692802.000000 Penalty: 6003.301758
	Iteration 40F: 3 clusters Score -2.16928e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 176289 members 
Entering Unmasked Estep 
Score: -21692802.000000 Penalty: 6003.301758
	Iteration 41Q: 3 clusters Score -2.16928e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 176313 members 
Entering Unmasked Estep 
Score: -21692806.000000 Penalty: 6003.301758
	Iteration 42Q: 3 clusters Score -2.169281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 176334 members 
Entering Unmasked Estep 
Score: -21692804.000000 Penalty: 6003.301758
	Iteration 43Q: 3 clusters Score -2.16928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 176342 members 
Entering Unmasked Estep 
Score: -21692800.000000 Penalty: 6003.301758
	Iteration 44Q: 3 clusters Score -2.16928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 176353 members 
Entering Unmasked Estep 
Score: -21692792.000000 Penalty: 6003.301758
	Iteration 45Q: 3 clusters Score -2.169279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 176365 members 
Entering Unmasked Estep 
Score: -21692800.000000 Penalty: 6003.301758
	Iteration 46Q: 3 clusters Score -2.16928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 176381 members 
Entering Unmasked Estep 
Score: -21692812.000000 Penalty: 6003.301758
	Iteration 47Q: 3 clusters Score -2.169281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 176392 members 
Entering Unmasked Estep 
Score: -21692824.000000 Penalty: 6003.301758
	Iteration 48Q: 3 clusters Score -2.169282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 176406 members 
Entering Unmasked Estep 
Score: -21692824.000000 Penalty: 6003.301758
	Iteration 49Q: 3 clusters Score -2.169282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 176418 members 
Entering Unmasked Estep 
Score: -21692826.000000 Penalty: 6003.301758
	Iteration 50Q: 3 clusters Score -2.169283e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 176425 members 
Entering Unmasked Estep 
Score: -21692818.000000 Penalty: 6003.301758
	Iteration 51Q: 3 clusters Score -2.169282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 176433 members 
Entering Unmasked Estep 
Score: -21692818.000000 Penalty: 6003.301758
	Iteration 52Q: 3 clusters Score -2.169282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 176443 members 
Entering Unmasked Estep 
Score: -21692808.000000 Penalty: 6003.301758
	Iteration 53Q: 3 clusters Score -2.169281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 176456 members 
Entering Unmasked Estep 
Score: -21692812.000000 Penalty: 6003.301758
	Iteration 54Q: 3 clusters Score -2.169281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 176469 members 
Entering Unmasked Estep 
Score: -21692814.000000 Penalty: 6003.301758
	Iteration 55Q: 3 clusters Score -2.169281e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 176478 members 
Entering Unmasked Estep 
Score: -21692798.000000 Penalty: 6003.301758
	Iteration 56Q: 3 clusters Score -2.16928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 176486 members 
Entering Unmasked Estep 
Score: -21692806.000000 Penalty: 6003.301758
	Iteration 57Q: 3 clusters Score -2.169281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 176491 members 
Entering Unmasked Estep 
Score: -21692796.000000 Penalty: 6003.301758
	Iteration 58Q: 3 clusters Score -2.16928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 176499 members 
Entering Unmasked Estep 
Score: -21692788.000000 Penalty: 6003.301758
	Iteration 59Q: 3 clusters Score -2.169279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 176506 members 
Entering Unmasked Estep 
Score: -21692788.000000 Penalty: 6003.301758
	Iteration 60F: 3 clusters Score -2.169279e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 176520 members 
Entering Unmasked Estep 
Score: -21692792.000000 Penalty: 6003.301758
	Iteration 61Q: 3 clusters Score -2.169279e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 176536 members 
Entering Unmasked Estep 
Score: -21692778.000000 Penalty: 6003.301758
	Iteration 62Q: 3 clusters Score -2.169278e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 176551 members 
Entering Unmasked Estep 
Score: -21692780.000000 Penalty: 6003.301758
	Iteration 63Q: 3 clusters Score -2.169278e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 176567 members 
Entering Unmasked Estep 
Score: -21692772.000000 Penalty: 6003.301758
	Iteration 64Q: 3 clusters Score -2.169277e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 176577 members 
Entering Unmasked Estep 
Score: -21692786.000000 Penalty: 6003.301758
	Iteration 65Q: 3 clusters Score -2.169279e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 176588 members 
Entering Unmasked Estep 
Score: -21692798.000000 Penalty: 6003.301758
	Iteration 66Q: 3 clusters Score -2.16928e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 176596 members 
Entering Unmasked Estep 
Score: -21692798.000000 Penalty: 6003.301758
	Iteration 67Q: 3 clusters Score -2.16928e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 176607 members 
Entering Unmasked Estep 
Score: -21692802.000000 Penalty: 6003.301758
	Iteration 68Q: 3 clusters Score -2.16928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 176613 members 
Entering Unmasked Estep 
Score: -21692796.000000 Penalty: 6003.301758
	Iteration 69Q: 3 clusters Score -2.16928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 176622 members 
Entering Unmasked Estep 
Score: -21692806.000000 Penalty: 6003.301758
	Iteration 70Q: 3 clusters Score -2.169281e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 176631 members 
Entering Unmasked Estep 
Score: -21692788.000000 Penalty: 6003.301758
	Iteration 71Q: 3 clusters Score -2.169279e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 176643 members 
Entering Unmasked Estep 
Score: -21692804.000000 Penalty: 6003.301758
	Iteration 72Q: 3 clusters Score -2.16928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 176648 members 
Entering Unmasked Estep 
Score: -21692806.000000 Penalty: 6003.301758
	Iteration 73Q: 3 clusters Score -2.169281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 176654 members 
Entering Unmasked Estep 
Score: -21692824.000000 Penalty: 6003.301758
	Iteration 74Q: 3 clusters Score -2.169282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 176658 members 
Entering Unmasked Estep 
Score: -21692814.000000 Penalty: 6003.301758
	Iteration 75Q: 3 clusters Score -2.169281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 176659 members 
Entering Unmasked Estep 
Score: -21692798.000000 Penalty: 6003.301758
	Iteration 76Q: 3 clusters Score -2.16928e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -21692806.000000 Penalty: 6003.301758
	Iteration 77Q: 3 clusters Score -2.169281e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 176660 members 
Entering Unmasked Estep 
Score: -21692806.000000 Penalty: 6003.301758
	Iteration 78F: 3 clusters Score -2.169281e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -287778.656250 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -287778.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -284811.531250 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -284811.5 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -286124.062500 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -286124.1 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -287483.031250 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -287483 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -288251.437500 Penalty: 3908.128662
	Iteration 3F: 3 clusters Score -288251.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -288455.687500 Penalty: 3908.128662
	Iteration 4F: 3 clusters Score -288455.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -288502.968750 Penalty: 3908.128662
	Iteration 5Q: 3 clusters Score -288503 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -288539.125000 Penalty: 3908.128662
	Iteration 6Q: 3 clusters Score -288539.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -288554.406250 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -288554.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -288561.468750 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -288561.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -288566.343750 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -288566.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -288569.031250 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -288569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -288569.281250 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -288569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -288570.093750 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -288570.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -288570.187500 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -288570.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -288571.562500 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -288571.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -288572.375000 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -288572.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -288574.031250 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -288574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -288577.062500 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -288577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -288577.062500 Penalty: 3908.128662
	Iteration 18F: 3 clusters Score -288577.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180490 members 
Mstep: Class 8 contains 518 members 
Mstep: Class 10 contains 46174 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166314 members 
Mstep: Class 17 contains 263682 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
Score: -81107008.000000 Penalty: 29989.816406
Splitting cluster 8 changes total score from -81107432.000000 to -81107008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46174 members 
Entering Unmasked Estep 
Score: -5417290.500000 Penalty: 2663.562744
	Iteration 0F: 2 clusters Score -5417290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23088 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -5386164.000000 Penalty: 5327.125488
	Iteration 0F: 3 clusters Score -5386164 nChanged 21326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -5397870.000000 Penalty: 5327.125488
	Iteration 1F: 3 clusters Score -5397870 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -5398291.500000 Penalty: 5327.125488
	Iteration 2Q: 3 clusters Score -5398292 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -5398687.500000 Penalty: 5327.125488
	Iteration 3Q: 3 clusters Score -5398688 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5398964.500000 Penalty: 5327.125488
	Iteration 4Q: 3 clusters Score -5398964 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -5399267.000000 Penalty: 5327.125488
	Iteration 5Q: 3 clusters Score -5399267 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -5399492.000000 Penalty: 5327.125488
	Iteration 6Q: 3 clusters Score -5399492 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23641 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5399735.500000 Penalty: 5327.125488
	Iteration 7Q: 3 clusters Score -5399736 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -5399954.000000 Penalty: 5327.125488
	Iteration 8Q: 3 clusters Score -5399954 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -5400224.500000 Penalty: 5327.125488
	Iteration 9Q: 3 clusters Score -5400224 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24587 members 
Mstep: Class 2 contains 21587 members 
Entering Unmasked Estep 
Score: -5400487.000000 Penalty: 5327.125488
	Iteration 10Q: 3 clusters Score -5400487 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25095 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -5400787.500000 Penalty: 5327.125488
	Iteration 11Q: 3 clusters Score -5400788 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25750 members 
Mstep: Class 2 contains 20424 members 
Entering Unmasked Estep 
Score: -5401141.000000 Penalty: 5327.125488
	Iteration 12Q: 3 clusters Score -5401141 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 19630 members 
Entering Unmasked Estep 
Score: -5401552.000000 Penalty: 5327.125488
	Iteration 13Q: 3 clusters Score -5401552 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27559 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -5402036.000000 Penalty: 5327.125488
	Iteration 14Q: 3 clusters Score -5402036 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 17374 members 
Entering Unmasked Estep 
Score: -5402712.500000 Penalty: 5327.125488
	Iteration 15Q: 3 clusters Score -5402712 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30465 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5403671.500000 Penalty: 5327.125488
	Iteration 16Q: 3 clusters Score -5403672 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -5405061.500000 Penalty: 5327.125488
	Iteration 17Q: 3 clusters Score -5405062 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -5406900.000000 Penalty: 5327.125488
	Iteration 18F: 3 clusters Score -5406900 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -5408965.000000 Penalty: 5327.125488
	Iteration 19F: 3 clusters Score -5408965 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -5410828.000000 Penalty: 5327.125488
	Iteration 20F: 3 clusters Score -5410828 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41305 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -5412215.500000 Penalty: 5327.125488
	Iteration 21Q: 3 clusters Score -5412216 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -5413129.500000 Penalty: 5327.125488
	Iteration 22Q: 3 clusters Score -5413130 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43349 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -5413724.500000 Penalty: 5327.125488
	Iteration 23Q: 3 clusters Score -5413724 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43947 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -5414090.000000 Penalty: 5327.125488
	Iteration 24Q: 3 clusters Score -5414090 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -5414384.500000 Penalty: 5327.125488
	Iteration 25Q: 3 clusters Score -5414384 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -5414586.000000 Penalty: 5327.125488
	Iteration 26Q: 3 clusters Score -5414586 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -5414718.000000 Penalty: 5327.125488
	Iteration 27Q: 3 clusters Score -5414718 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5414793.000000 Penalty: 5327.125488
	Iteration 28Q: 3 clusters Score -5414793 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45103 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -5414851.000000 Penalty: 5327.125488
	Iteration 29Q: 3 clusters Score -5414851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45167 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5414902.500000 Penalty: 5327.125488
	Iteration 30Q: 3 clusters Score -5414902 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -5414931.500000 Penalty: 5327.125488
	Iteration 31Q: 3 clusters Score -5414932 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -5414949.500000 Penalty: 5327.125488
	Iteration 32Q: 3 clusters Score -5414950 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5414975.000000 Penalty: 5327.125488
	Iteration 33Q: 3 clusters Score -5414975 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5414994.500000 Penalty: 5327.125488
	Iteration 34Q: 3 clusters Score -5414994 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45311 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5415005.000000 Penalty: 5327.125488
	Iteration 35Q: 3 clusters Score -5415005 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45329 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5415015.000000 Penalty: 5327.125488
	Iteration 36Q: 3 clusters Score -5415015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45337 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5415027.000000 Penalty: 5327.125488
	Iteration 37Q: 3 clusters Score -5415027 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45353 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5415045.500000 Penalty: 5327.125488
	Iteration 38Q: 3 clusters Score -5415046 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45369 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5415059.000000 Penalty: 5327.125488
	Iteration 39Q: 3 clusters Score -5415059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -5415066.000000 Penalty: 5327.125488
	Iteration 40F: 3 clusters Score -5415066 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45386 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -5415076.000000 Penalty: 5327.125488
	Iteration 41Q: 3 clusters Score -5415076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45401 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -5415073.000000 Penalty: 5327.125488
	Iteration 42Q: 3 clusters Score -5415073 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5415087.500000 Penalty: 5327.125488
	Iteration 43Q: 3 clusters Score -5415088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45426 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5415091.000000 Penalty: 5327.125488
	Iteration 44Q: 3 clusters Score -5415091 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -5415104.000000 Penalty: 5327.125488
	Iteration 45Q: 3 clusters Score -5415104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45439 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5415105.000000 Penalty: 5327.125488
	Iteration 46Q: 3 clusters Score -5415105 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45443 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -5415111.500000 Penalty: 5327.125488
	Iteration 47Q: 3 clusters Score -5415112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45448 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5415112.000000 Penalty: 5327.125488
	Iteration 48Q: 3 clusters Score -5415112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5415111.500000 Penalty: 5327.125488
	Iteration 49Q: 3 clusters Score -5415112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45453 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5415114.000000 Penalty: 5327.125488
	Iteration 50Q: 3 clusters Score -5415114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45455 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5415117.000000 Penalty: 5327.125488
	Iteration 51Q: 3 clusters Score -5415117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45457 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5415115.500000 Penalty: 5327.125488
	Iteration 52Q: 3 clusters Score -5415116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45458 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5415116.000000 Penalty: 5327.125488
	Iteration 53Q: 3 clusters Score -5415116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5415115.500000 Penalty: 5327.125488
	Iteration 54Q: 3 clusters Score -5415116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -5415116.000000 Penalty: 5327.125488
	Iteration 55Q: 3 clusters Score -5415116 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45462 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5415123.000000 Penalty: 5327.125488
	Iteration 56Q: 3 clusters Score -5415123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45464 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5415122.000000 Penalty: 5327.125488
	Iteration 57Q: 3 clusters Score -5415122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45465 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -5415122.500000 Penalty: 5327.125488
	Iteration 58Q: 3 clusters Score -5415122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5415125.500000 Penalty: 5327.125488
	Iteration 59Q: 3 clusters Score -5415126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45466 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -5415128.500000 Penalty: 5327.125488
	Iteration 60F: 3 clusters Score -5415128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5415130.000000 Penalty: 5327.125488
	Iteration 61Q: 3 clusters Score -5415130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5415129.000000 Penalty: 5327.125488
	Iteration 62Q: 3 clusters Score -5415129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45467 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5415129.000000 Penalty: 5327.125488
	Iteration 63F: 3 clusters Score -5415129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Entering Unmasked Estep 
Score: -512955.718750 Penalty: 2083.586426
	Iteration 0F: 2 clusters Score -512955.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -508763.625000 Penalty: 4167.172852
	Iteration 0F: 3 clusters Score -508763.6 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -509820.062500 Penalty: 4167.172852
	Iteration 1F: 3 clusters Score -509820.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -510129.375000 Penalty: 4167.172852
	Iteration 2F: 3 clusters Score -510129.4 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -510379.250000 Penalty: 4167.172852
	Iteration 3F: 3 clusters Score -510379.2 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -510557.437500 Penalty: 4167.172852
	Iteration 4F: 3 clusters Score -510557.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -510683.500000 Penalty: 4167.172852
	Iteration 5Q: 3 clusters Score -510683.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -510793.562500 Penalty: 4167.172852
	Iteration 6Q: 3 clusters Score -510793.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -510880.093750 Penalty: 4167.172852
	Iteration 7Q: 3 clusters Score -510880.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -510963.343750 Penalty: 4167.172852
	Iteration 8Q: 3 clusters Score -510963.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -511041.593750 Penalty: 4167.172852
	Iteration 9Q: 3 clusters Score -511041.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -511112.593750 Penalty: 4167.172852
	Iteration 10Q: 3 clusters Score -511112.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -511169.906250 Penalty: 4167.172852
	Iteration 11Q: 3 clusters Score -511169.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -511220.937500 Penalty: 4167.172852
	Iteration 12Q: 3 clusters Score -511220.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -511274.062500 Penalty: 4167.172852
	Iteration 13Q: 3 clusters Score -511274.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -511307.375000 Penalty: 4167.172852
	Iteration 14Q: 3 clusters Score -511307.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -511346.093750 Penalty: 4167.172852
	Iteration 15Q: 3 clusters Score -511346.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -511379.468750 Penalty: 4167.172852
	Iteration 16Q: 3 clusters Score -511379.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -511407.906250 Penalty: 4167.172852
	Iteration 17Q: 3 clusters Score -511407.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -511440.375000 Penalty: 4167.172852
	Iteration 18Q: 3 clusters Score -511440.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -511460.281250 Penalty: 4167.172852
	Iteration 19Q: 3 clusters Score -511460.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -511474.937500 Penalty: 4167.172852
	Iteration 20F: 3 clusters Score -511474.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -511488.375000 Penalty: 4167.172852
	Iteration 21Q: 3 clusters Score -511488.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -511495.937500 Penalty: 4167.172852
	Iteration 22Q: 3 clusters Score -511495.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -511504.062500 Penalty: 4167.172852
	Iteration 23Q: 3 clusters Score -511504.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -511507.031250 Penalty: 4167.172852
	Iteration 24Q: 3 clusters Score -511507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -511508.125000 Penalty: 4167.172852
	Iteration 25Q: 3 clusters Score -511508.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -511512.843750 Penalty: 4167.172852
	Iteration 26Q: 3 clusters Score -511512.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -511516.781250 Penalty: 4167.172852
	Iteration 27Q: 3 clusters Score -511516.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -511519.750000 Penalty: 4167.172852
	Iteration 28Q: 3 clusters Score -511519.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -511521.750000 Penalty: 4167.172852
	Iteration 29Q: 3 clusters Score -511521.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -511522.906250 Penalty: 4167.172852
	Iteration 30Q: 3 clusters Score -511522.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -511526.187500 Penalty: 4167.172852
	Iteration 31Q: 3 clusters Score -511526.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -511526.343750 Penalty: 4167.172852
	Iteration 32Q: 3 clusters Score -511526.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -511529.468750 Penalty: 4167.172852
	Iteration 33Q: 3 clusters Score -511529.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -511530.406250 Penalty: 4167.172852
	Iteration 34Q: 3 clusters Score -511530.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -511530.875000 Penalty: 4167.172852
	Iteration 35Q: 3 clusters Score -511530.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -511530.875000 Penalty: 4167.172852
	Iteration 36F: 3 clusters Score -511530.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (166314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166314 members 
Entering Unmasked Estep 
Score: -20111830.000000 Penalty: 2981.364990
	Iteration 0F: 2 clusters Score -2.011183e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82976 members 
Mstep: Class 2 contains 83338 members 
Entering Unmasked Estep 
Score: -20004206.000000 Penalty: 5962.729980
	Iteration 0F: 3 clusters Score -2.000421e+07 nChanged 79937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78105 members 
Mstep: Class 2 contains 88209 members 
Entering Unmasked Estep 
Score: -20051226.000000 Penalty: 5962.729980
	Iteration 1F: 3 clusters Score -2.005123e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75427 members 
Mstep: Class 2 contains 90887 members 
Entering Unmasked Estep 
Score: -20053038.000000 Penalty: 5962.729980
	Iteration 2Q: 3 clusters Score -2.005304e+07 nChanged 7686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71189 members 
Mstep: Class 2 contains 95125 members 
Entering Unmasked Estep 
Score: -20056520.000000 Penalty: 5962.729980
	Iteration 3Q: 3 clusters Score -2.005652e+07 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64978 members 
Mstep: Class 2 contains 101336 members 
Entering Unmasked Estep 
Score: -20062140.000000 Penalty: 5962.729980
	Iteration 4F: 3 clusters Score -2.006214e+07 nChanged 12098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56292 members 
Mstep: Class 2 contains 110022 members 
Entering Unmasked Estep 
Score: -20070898.000000 Penalty: 5962.729980
	Iteration 5F: 3 clusters Score -2.00709e+07 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46331 members 
Mstep: Class 2 contains 119983 members 
Entering Unmasked Estep 
Score: -20082566.000000 Penalty: 5962.729980
	Iteration 6F: 3 clusters Score -2.008257e+07 nChanged 11719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 128410 members 
Entering Unmasked Estep 
Score: -20094182.000000 Penalty: 5962.729980
	Iteration 7F: 3 clusters Score -2.009418e+07 nChanged 8337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 133529 members 
Entering Unmasked Estep 
Score: -20101332.000000 Penalty: 5962.729980
	Iteration 8F: 3 clusters Score -2.010133e+07 nChanged 5042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 136515 members 
Entering Unmasked Estep 
Score: -20104152.000000 Penalty: 5962.729980
	Iteration 9Q: 3 clusters Score -2.010415e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 138835 members 
Entering Unmasked Estep 
Score: -20105502.000000 Penalty: 5962.729980
	Iteration 10Q: 3 clusters Score -2.01055e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25429 members 
Mstep: Class 2 contains 140885 members 
Entering Unmasked Estep 
Score: -20106524.000000 Penalty: 5962.729980
	Iteration 11Q: 3 clusters Score -2.010652e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 142736 members 
Entering Unmasked Estep 
Score: -20107298.000000 Penalty: 5962.729980
	Iteration 12Q: 3 clusters Score -2.01073e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21849 members 
Mstep: Class 2 contains 144465 members 
Entering Unmasked Estep 
Score: -20107900.000000 Penalty: 5962.729980
	Iteration 13Q: 3 clusters Score -2.01079e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20181 members 
Mstep: Class 2 contains 146133 members 
Entering Unmasked Estep 
Score: -20108520.000000 Penalty: 5962.729980
	Iteration 14Q: 3 clusters Score -2.010852e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -20109148.000000 Penalty: 5962.729980
	Iteration 15Q: 3 clusters Score -2.010915e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 149120 members 
Entering Unmasked Estep 
Score: -20109552.000000 Penalty: 5962.729980
	Iteration 16Q: 3 clusters Score -2.010955e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 150430 members 
Entering Unmasked Estep 
Score: -20109828.000000 Penalty: 5962.729980
	Iteration 17Q: 3 clusters Score -2.010983e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 151597 members 
Entering Unmasked Estep 
Score: -20109940.000000 Penalty: 5962.729980
	Iteration 18Q: 3 clusters Score -2.010994e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 152699 members 
Entering Unmasked Estep 
Score: -20110002.000000 Penalty: 5962.729980
	Iteration 19Q: 3 clusters Score -2.011e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 153722 members 
Entering Unmasked Estep 
Score: -20110114.000000 Penalty: 5962.729980
	Iteration 20F: 3 clusters Score -2.011011e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 154699 members 
Entering Unmasked Estep 
Score: -20110342.000000 Penalty: 5962.729980
	Iteration 21Q: 3 clusters Score -2.011034e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 155548 members 
Entering Unmasked Estep 
Score: -20110506.000000 Penalty: 5962.729980
	Iteration 22Q: 3 clusters Score -2.011051e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 156292 members 
Entering Unmasked Estep 
Score: -20110554.000000 Penalty: 5962.729980
	Iteration 23Q: 3 clusters Score -2.011055e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 156991 members 
Entering Unmasked Estep 
Score: -20110582.000000 Penalty: 5962.729980
	Iteration 24Q: 3 clusters Score -2.011058e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 157629 members 
Entering Unmasked Estep 
Score: -20110644.000000 Penalty: 5962.729980
	Iteration 25Q: 3 clusters Score -2.011064e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 158173 members 
Entering Unmasked Estep 
Score: -20110702.000000 Penalty: 5962.729980
	Iteration 26Q: 3 clusters Score -2.01107e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 158660 members 
Entering Unmasked Estep 
Score: -20110652.000000 Penalty: 5962.729980
	Iteration 27Q: 3 clusters Score -2.011065e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 159089 members 
Entering Unmasked Estep 
Score: -20110638.000000 Penalty: 5962.729980
	Iteration 28Q: 3 clusters Score -2.011064e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 159482 members 
Entering Unmasked Estep 
Score: -20110618.000000 Penalty: 5962.729980
	Iteration 29Q: 3 clusters Score -2.011062e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 159865 members 
Entering Unmasked Estep 
Score: -20110630.000000 Penalty: 5962.729980
	Iteration 30Q: 3 clusters Score -2.011063e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 160245 members 
Entering Unmasked Estep 
Score: -20110646.000000 Penalty: 5962.729980
	Iteration 31Q: 3 clusters Score -2.011065e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 160584 members 
Entering Unmasked Estep 
Score: -20110618.000000 Penalty: 5962.729980
	Iteration 32Q: 3 clusters Score -2.011062e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 160881 members 
Entering Unmasked Estep 
Score: -20110660.000000 Penalty: 5962.729980
	Iteration 33Q: 3 clusters Score -2.011066e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 161163 members 
Entering Unmasked Estep 
Score: -20110650.000000 Penalty: 5962.729980
	Iteration 34Q: 3 clusters Score -2.011065e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 161409 members 
Entering Unmasked Estep 
Score: -20110612.000000 Penalty: 5962.729980
	Iteration 35Q: 3 clusters Score -2.011061e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 161626 members 
Entering Unmasked Estep 
Score: -20110558.000000 Penalty: 5962.729980
	Iteration 36Q: 3 clusters Score -2.011056e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 161825 members 
Entering Unmasked Estep 
Score: -20110570.000000 Penalty: 5962.729980
	Iteration 37Q: 3 clusters Score -2.011057e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 162004 members 
Entering Unmasked Estep 
Score: -20110564.000000 Penalty: 5962.729980
	Iteration 38Q: 3 clusters Score -2.011056e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 162173 members 
Entering Unmasked Estep 
Score: -20110604.000000 Penalty: 5962.729980
	Iteration 39Q: 3 clusters Score -2.01106e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 162323 members 
Entering Unmasked Estep 
Score: -20110600.000000 Penalty: 5962.729980
	Iteration 40F: 3 clusters Score -2.01106e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 162468 members 
Entering Unmasked Estep 
Score: -20110584.000000 Penalty: 5962.729980
	Iteration 41Q: 3 clusters Score -2.011058e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 162594 members 
Entering Unmasked Estep 
Score: -20110568.000000 Penalty: 5962.729980
	Iteration 42Q: 3 clusters Score -2.011057e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 162718 members 
Entering Unmasked Estep 
Score: -20110610.000000 Penalty: 5962.729980
	Iteration 43Q: 3 clusters Score -2.011061e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 162828 members 
Entering Unmasked Estep 
Score: -20110618.000000 Penalty: 5962.729980
	Iteration 44Q: 3 clusters Score -2.011062e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 162924 members 
Entering Unmasked Estep 
Score: -20110612.000000 Penalty: 5962.729980
	Iteration 45Q: 3 clusters Score -2.011061e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 163008 members 
Entering Unmasked Estep 
Score: -20110620.000000 Penalty: 5962.729980
	Iteration 46Q: 3 clusters Score -2.011062e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 163085 members 
Entering Unmasked Estep 
Score: -20110592.000000 Penalty: 5962.729980
	Iteration 47Q: 3 clusters Score -2.011059e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 163145 members 
Entering Unmasked Estep 
Score: -20110562.000000 Penalty: 5962.729980
	Iteration 48Q: 3 clusters Score -2.011056e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 163188 members 
Entering Unmasked Estep 
Score: -20110568.000000 Penalty: 5962.729980
	Iteration 49Q: 3 clusters Score -2.011057e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 163243 members 
Entering Unmasked Estep 
Score: -20110556.000000 Penalty: 5962.729980
	Iteration 50Q: 3 clusters Score -2.011056e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 163291 members 
Entering Unmasked Estep 
Score: -20110574.000000 Penalty: 5962.729980
	Iteration 51Q: 3 clusters Score -2.011057e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 163338 members 
Entering Unmasked Estep 
Score: -20110568.000000 Penalty: 5962.729980
	Iteration 52Q: 3 clusters Score -2.011057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 163373 members 
Entering Unmasked Estep 
Score: -20110570.000000 Penalty: 5962.729980
	Iteration 53Q: 3 clusters Score -2.011057e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 163398 members 
Entering Unmasked Estep 
Score: -20110550.000000 Penalty: 5962.729980
	Iteration 54Q: 3 clusters Score -2.011055e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 163423 members 
Entering Unmasked Estep 
Score: -20110562.000000 Penalty: 5962.729980
	Iteration 55Q: 3 clusters Score -2.011056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 163446 members 
Entering Unmasked Estep 
Score: -20110560.000000 Penalty: 5962.729980
	Iteration 56Q: 3 clusters Score -2.011056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 163463 members 
Entering Unmasked Estep 
Score: -20110548.000000 Penalty: 5962.729980
	Iteration 57Q: 3 clusters Score -2.011055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 163483 members 
Entering Unmasked Estep 
Score: -20110546.000000 Penalty: 5962.729980
	Iteration 58Q: 3 clusters Score -2.011055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 163503 members 
Entering Unmasked Estep 
Score: -20110562.000000 Penalty: 5962.729980
	Iteration 59Q: 3 clusters Score -2.011056e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 163520 members 
Entering Unmasked Estep 
Score: -20110562.000000 Penalty: 5962.729980
	Iteration 60F: 3 clusters Score -2.011056e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -20110572.000000 Penalty: 5962.729980
	Iteration 61Q: 3 clusters Score -2.011057e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 163569 members 
Entering Unmasked Estep 
Score: -20110558.000000 Penalty: 5962.729980
	Iteration 62Q: 3 clusters Score -2.011056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -20110580.000000 Penalty: 5962.729980
	Iteration 63Q: 3 clusters Score -2.011058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 163612 members 
Entering Unmasked Estep 
Score: -20110590.000000 Penalty: 5962.729980
	Iteration 64Q: 3 clusters Score -2.011059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 163629 members 
Entering Unmasked Estep 
Score: -20110596.000000 Penalty: 5962.729980
	Iteration 65Q: 3 clusters Score -2.01106e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 163648 members 
Entering Unmasked Estep 
Score: -20110574.000000 Penalty: 5962.729980
	Iteration 66Q: 3 clusters Score -2.011057e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 163668 members 
Entering Unmasked Estep 
Score: -20110566.000000 Penalty: 5962.729980
	Iteration 67Q: 3 clusters Score -2.011057e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 163680 members 
Entering Unmasked Estep 
Score: -20110558.000000 Penalty: 5962.729980
	Iteration 68Q: 3 clusters Score -2.011056e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 163690 members 
Entering Unmasked Estep 
Score: -20110556.000000 Penalty: 5962.729980
	Iteration 69Q: 3 clusters Score -2.011056e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -20110556.000000 Penalty: 5962.729980
	Iteration 70Q: 3 clusters Score -2.011056e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 163714 members 
Entering Unmasked Estep 
Score: -20110566.000000 Penalty: 5962.729980
	Iteration 71Q: 3 clusters Score -2.011057e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 163729 members 
Entering Unmasked Estep 
Score: -20110550.000000 Penalty: 5962.729980
	Iteration 72Q: 3 clusters Score -2.011055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 163747 members 
Entering Unmasked Estep 
Score: -20110538.000000 Penalty: 5962.729980
	Iteration 73Q: 3 clusters Score -2.011054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 163763 members 
Entering Unmasked Estep 
Score: -20110544.000000 Penalty: 5962.729980
	Iteration 74Q: 3 clusters Score -2.011054e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 163776 members 
Entering Unmasked Estep 
Score: -20110542.000000 Penalty: 5962.729980
	Iteration 75Q: 3 clusters Score -2.011054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 163786 members 
Entering Unmasked Estep 
Score: -20110548.000000 Penalty: 5962.729980
	Iteration 76Q: 3 clusters Score -2.011055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 163790 members 
Entering Unmasked Estep 
Score: -20110530.000000 Penalty: 5962.729980
	Iteration 77Q: 3 clusters Score -2.011053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 163795 members 
Entering Unmasked Estep 
Score: -20110540.000000 Penalty: 5962.729980
	Iteration 78Q: 3 clusters Score -2.011054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 163804 members 
Entering Unmasked Estep 
Score: -20110542.000000 Penalty: 5962.729980
	Iteration 79Q: 3 clusters Score -2.011054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 163809 members 
Entering Unmasked Estep 
Score: -20110530.000000 Penalty: 5962.729980
	Iteration 80F: 3 clusters Score -2.011053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 163816 members 
Entering Unmasked Estep 
Score: -20110524.000000 Penalty: 5962.729980
	Iteration 81Q: 3 clusters Score -2.011052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 163823 members 
Entering Unmasked Estep 
Score: -20110516.000000 Penalty: 5962.729980
	Iteration 82Q: 3 clusters Score -2.011052e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 163834 members 
Entering Unmasked Estep 
Score: -20110538.000000 Penalty: 5962.729980
	Iteration 83Q: 3 clusters Score -2.011054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 163839 members 
Entering Unmasked Estep 
Score: -20110540.000000 Penalty: 5962.729980
	Iteration 84Q: 3 clusters Score -2.011054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -20110550.000000 Penalty: 5962.729980
	Iteration 85Q: 3 clusters Score -2.011055e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 163857 members 
Entering Unmasked Estep 
Score: -20110544.000000 Penalty: 5962.729980
	Iteration 86Q: 3 clusters Score -2.011054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 163866 members 
Entering Unmasked Estep 
Score: -20110516.000000 Penalty: 5962.729980
	Iteration 87Q: 3 clusters Score -2.011052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 163870 members 
Entering Unmasked Estep 
Score: -20110528.000000 Penalty: 5962.729980
	Iteration 88Q: 3 clusters Score -2.011053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 163875 members 
Entering Unmasked Estep 
Score: -20110526.000000 Penalty: 5962.729980
	Iteration 89Q: 3 clusters Score -2.011053e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 163880 members 
Entering Unmasked Estep 
Score: -20110510.000000 Penalty: 5962.729980
	Iteration 90Q: 3 clusters Score -2.011051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 163885 members 
Entering Unmasked Estep 
Score: -20110522.000000 Penalty: 5962.729980
	Iteration 91Q: 3 clusters Score -2.011052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 163889 members 
Entering Unmasked Estep 
Score: -20110512.000000 Penalty: 5962.729980
	Iteration 92Q: 3 clusters Score -2.011051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 163892 members 
Entering Unmasked Estep 
Score: -20110506.000000 Penalty: 5962.729980
	Iteration 93Q: 3 clusters Score -2.011051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 163894 members 
Entering Unmasked Estep 
Score: -20110512.000000 Penalty: 5962.729980
	Iteration 94Q: 3 clusters Score -2.011051e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -20110506.000000 Penalty: 5962.729980
	Iteration 95Q: 3 clusters Score -2.011051e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 163895 members 
Entering Unmasked Estep 
Score: -20110506.000000 Penalty: 5962.729980
	Iteration 96F: 3 clusters Score -2.011051e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (263682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263682 members 
Entering Unmasked Estep 
Score: -31582290.000000 Penalty: 3095.659668
	Iteration 0F: 2 clusters Score -3.158229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131728 members 
Mstep: Class 2 contains 131954 members 
Entering Unmasked Estep 
Score: -31411950.000000 Penalty: 6191.319336
	Iteration 0F: 3 clusters Score -3.141195e+07 nChanged 127308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126786 members 
Mstep: Class 2 contains 136896 members 
Entering Unmasked Estep 
Score: -31486790.000000 Penalty: 6191.319336
	Iteration 1F: 3 clusters Score -3.148679e+07 nChanged 6183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123809 members 
Mstep: Class 2 contains 139873 members 
Entering Unmasked Estep 
Score: -31487750.000000 Penalty: 6191.319336
	Iteration 2Q: 3 clusters Score -3.148775e+07 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119276 members 
Mstep: Class 2 contains 144406 members 
Entering Unmasked Estep 
Score: -31489240.000000 Penalty: 6191.319336
	Iteration 3Q: 3 clusters Score -3.148924e+07 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112347 members 
Mstep: Class 2 contains 151335 members 
Entering Unmasked Estep 
Score: -31491868.000000 Penalty: 6191.319336
	Iteration 4Q: 3 clusters Score -3.149187e+07 nChanged 11300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 161769 members 
Entering Unmasked Estep 
Score: -31496200.000000 Penalty: 6191.319336
	Iteration 5Q: 3 clusters Score -3.14962e+07 nChanged 15476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86925 members 
Mstep: Class 2 contains 176757 members 
Entering Unmasked Estep 
Score: -31504496.000000 Penalty: 6191.319336
	Iteration 6F: 3 clusters Score -3.15045e+07 nChanged 19958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 196495 members 
Entering Unmasked Estep 
Score: -31517728.000000 Penalty: 6191.319336
	Iteration 7F: 3 clusters Score -3.151773e+07 nChanged 22524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 218953 members 
Entering Unmasked Estep 
Score: -31535800.000000 Penalty: 6191.319336
	Iteration 8F: 3 clusters Score -3.15358e+07 nChanged 20295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 239222 members 
Entering Unmasked Estep 
Score: -31554596.000000 Penalty: 6191.319336
	Iteration 9F: 3 clusters Score -3.15546e+07 nChanged 13602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 252816 members 
Entering Unmasked Estep 
Score: -31568192.000000 Penalty: 6191.319336
	Iteration 10F: 3 clusters Score -3.156819e+07 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 259419 members 
Entering Unmasked Estep 
Score: -31575146.000000 Penalty: 6191.319336
	Iteration 11Q: 3 clusters Score -3.157515e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 261950 members 
Entering Unmasked Estep 
Score: -31577868.000000 Penalty: 6191.319336
	Iteration 12Q: 3 clusters Score -3.157787e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 262777 members 
Entering Unmasked Estep 
Score: -31578902.000000 Penalty: 6191.319336
	Iteration 13Q: 3 clusters Score -3.15789e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 263008 members 
Entering Unmasked Estep 
Score: -31579248.000000 Penalty: 6191.319336
	Iteration 14Q: 3 clusters Score -3.157925e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 263102 members 
Entering Unmasked Estep 
Score: -31579352.000000 Penalty: 6191.319336
	Iteration 15Q: 3 clusters Score -3.157935e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 263157 members 
Entering Unmasked Estep 
Score: -31579486.000000 Penalty: 6191.319336
	Iteration 16Q: 3 clusters Score -3.157949e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 263184 members 
Entering Unmasked Estep 
Score: -31579540.000000 Penalty: 6191.319336
	Iteration 17Q: 3 clusters Score -3.157954e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 263197 members 
Entering Unmasked Estep 
Score: -31579604.000000 Penalty: 6191.319336
	Iteration 18Q: 3 clusters Score -3.15796e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 263198 members 
Entering Unmasked Estep 
Score: -31579636.000000 Penalty: 6191.319336
	Iteration 19Q: 3 clusters Score -3.157964e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 263207 members 
Entering Unmasked Estep 
Score: -31579632.000000 Penalty: 6191.319336
	Iteration 20F: 3 clusters Score -3.157963e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 263220 members 
Entering Unmasked Estep 
Score: -31579634.000000 Penalty: 6191.319336
	Iteration 21Q: 3 clusters Score -3.157963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 263221 members 
Entering Unmasked Estep 
Score: -31579660.000000 Penalty: 6191.319336
	Iteration 22Q: 3 clusters Score -3.157966e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 263223 members 
Entering Unmasked Estep 
Score: -31579700.000000 Penalty: 6191.319336
	Iteration 23Q: 3 clusters Score -3.15797e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 263224 members 
Entering Unmasked Estep 
Score: -31579686.000000 Penalty: 6191.319336
	Iteration 24Q: 3 clusters Score -3.157969e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 263226 members 
Entering Unmasked Estep 
Score: -31579692.000000 Penalty: 6191.319336
	Iteration 25Q: 3 clusters Score -3.157969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 263229 members 
Entering Unmasked Estep 
Score: -31579720.000000 Penalty: 6191.319336
	Iteration 26Q: 3 clusters Score -3.157972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 263228 members 
Entering Unmasked Estep 
Score: -31579710.000000 Penalty: 6191.319336
	Iteration 27Q: 3 clusters Score -3.157971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 263228 members 
Entering Unmasked Estep 
Score: -31579704.000000 Penalty: 6191.319336
	Iteration 28Q: 3 clusters Score -3.15797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 263234 members 
Entering Unmasked Estep 
Score: -31579736.000000 Penalty: 6191.319336
	Iteration 29Q: 3 clusters Score -3.157974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 263235 members 
Entering Unmasked Estep 
Score: -31579744.000000 Penalty: 6191.319336
	Iteration 30Q: 3 clusters Score -3.157974e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 263234 members 
Entering Unmasked Estep 
Score: -31579740.000000 Penalty: 6191.319336
	Iteration 31Q: 3 clusters Score -3.157974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 263234 members 
Entering Unmasked Estep 
Score: -31579746.000000 Penalty: 6191.319336
	Iteration 32Q: 3 clusters Score -3.157975e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 263233 members 
Entering Unmasked Estep 
Score: -31579750.000000 Penalty: 6191.319336
	Iteration 33Q: 3 clusters Score -3.157975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 263232 members 
Entering Unmasked Estep 
Score: -31579756.000000 Penalty: 6191.319336
	Iteration 34Q: 3 clusters Score -3.157976e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 263229 members 
Entering Unmasked Estep 
Score: -31579774.000000 Penalty: 6191.319336
	Iteration 35Q: 3 clusters Score -3.157977e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 263230 members 
Entering Unmasked Estep 
Score: -31579758.000000 Penalty: 6191.319336
	Iteration 36Q: 3 clusters Score -3.157976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 263232 members 
Entering Unmasked Estep 
Score: -31579760.000000 Penalty: 6191.319336
	Iteration 37Q: 3 clusters Score -3.157976e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 263233 members 
Entering Unmasked Estep 
Score: -31579756.000000 Penalty: 6191.319336
	Iteration 38Q: 3 clusters Score -3.157976e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 263233 members 
Entering Unmasked Estep 
Score: -31579788.000000 Penalty: 6191.319336
	Iteration 39Q: 3 clusters Score -3.157979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 263231 members 
Entering Unmasked Estep 
Score: -31579786.000000 Penalty: 6191.319336
	Iteration 40F: 3 clusters Score -3.157979e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 263230 members 
Entering Unmasked Estep 
Score: -31579774.000000 Penalty: 6191.319336
	Iteration 41Q: 3 clusters Score -3.157977e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 263230 members 
Entering Unmasked Estep 
Score: -31579774.000000 Penalty: 6191.319336
	Iteration 42F: 3 clusters Score -3.157977e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Entering Unmasked Estep 
Score: -2209022.500000 Penalty: 2433.573486
	Iteration 0F: 2 clusters Score -2209022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2196010.750000 Penalty: 4867.146973
	Iteration 0F: 3 clusters Score -2196011 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2200335.250000 Penalty: 4867.146973
	Iteration 1F: 3 clusters Score -2200335 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2200633.750000 Penalty: 4867.146973
	Iteration 2Q: 3 clusters Score -2200634 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2200862.250000 Penalty: 4867.146973
	Iteration 3Q: 3 clusters Score -2200862 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2201046.500000 Penalty: 4867.146973
	Iteration 4Q: 3 clusters Score -2201046 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -2201221.000000 Penalty: 4867.146973
	Iteration 5Q: 3 clusters Score -2201221 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -2201377.250000 Penalty: 4867.146973
	Iteration 6Q: 3 clusters Score -2201377 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2201557.000000 Penalty: 4867.146973
	Iteration 7Q: 3 clusters Score -2201557 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2201765.000000 Penalty: 4867.146973
	Iteration 8Q: 3 clusters Score -2201765 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -2202045.000000 Penalty: 4867.146973
	Iteration 9Q: 3 clusters Score -2202045 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -2202436.750000 Penalty: 4867.146973
	Iteration 10Q: 3 clusters Score -2202437 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2202981.750000 Penalty: 4867.146973
	Iteration 11Q: 3 clusters Score -2202982 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2203566.250000 Penalty: 4867.146973
	Iteration 12Q: 3 clusters Score -2203566 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -2204242.000000 Penalty: 4867.146973
	Iteration 13F: 3 clusters Score -2204242 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2204913.750000 Penalty: 4867.146973
	Iteration 14Q: 3 clusters Score -2204914 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2205577.750000 Penalty: 4867.146973
	Iteration 15Q: 3 clusters Score -2205578 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2206047.750000 Penalty: 4867.146973
	Iteration 16Q: 3 clusters Score -2206048 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2206344.500000 Penalty: 4867.146973
	Iteration 17Q: 3 clusters Score -2206344 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2206578.500000 Penalty: 4867.146973
	Iteration 18Q: 3 clusters Score -2206578 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -2206723.500000 Penalty: 4867.146973
	Iteration 19Q: 3 clusters Score -2206724 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -2206811.500000 Penalty: 4867.146973
	Iteration 20F: 3 clusters Score -2206812 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2206868.250000 Penalty: 4867.146973
	Iteration 21Q: 3 clusters Score -2206868 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -2206923.500000 Penalty: 4867.146973
	Iteration 22Q: 3 clusters Score -2206924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2206955.500000 Penalty: 4867.146973
	Iteration 23Q: 3 clusters Score -2206956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2206972.500000 Penalty: 4867.146973
	Iteration 24Q: 3 clusters Score -2206972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -2206993.000000 Penalty: 4867.146973
	Iteration 25Q: 3 clusters Score -2206993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -2207008.750000 Penalty: 4867.146973
	Iteration 26Q: 3 clusters Score -2207009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2207015.500000 Penalty: 4867.146973
	Iteration 27Q: 3 clusters Score -2207016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2207022.500000 Penalty: 4867.146973
	Iteration 28Q: 3 clusters Score -2207022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -2207029.750000 Penalty: 4867.146973
	Iteration 29Q: 3 clusters Score -2207030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2207038.000000 Penalty: 4867.146973
	Iteration 30Q: 3 clusters Score -2207038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2207045.000000 Penalty: 4867.146973
	Iteration 31Q: 3 clusters Score -2207045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -2207051.250000 Penalty: 4867.146973
	Iteration 32Q: 3 clusters Score -2207051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -2207051.000000 Penalty: 4867.146973
	Iteration 33Q: 3 clusters Score -2207051 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2207055.750000 Penalty: 4867.146973
	Iteration 34Q: 3 clusters Score -2207056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2207055.500000 Penalty: 4867.146973
	Iteration 35Q: 3 clusters Score -2207056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -2207055.500000 Penalty: 4867.146973
	Iteration 36F: 3 clusters Score -2207056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180490 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46174 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166314 members 
Mstep: Class 17 contains 263682 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107320.000000 Penalty: 26657.613281
Iteration 79Q: 9 clusters Score -8.110732e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180483 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46175 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166281 members 
Mstep: Class 17 contains 263721 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107272.000000 Penalty: 26657.613281
Iteration 80F: 9 clusters Score -8.110727e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180475 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46175 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166269 members 
Mstep: Class 17 contains 263740 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107248.000000 Penalty: 26657.613281
Iteration 81Q: 9 clusters Score -8.110725e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180482 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46174 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166265 members 
Mstep: Class 17 contains 263737 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107240.000000 Penalty: 26657.613281
Iteration 82Q: 9 clusters Score -8.110724e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180504 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46174 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166263 members 
Mstep: Class 17 contains 263717 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107192.000000 Penalty: 26657.613281
Iteration 83Q: 9 clusters Score -8.110719e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180508 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46176 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166265 members 
Mstep: Class 17 contains 263710 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107176.000000 Penalty: 26657.613281
Iteration 84Q: 9 clusters Score -8.110718e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180517 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 10 contains 46184 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166260 members 
Mstep: Class 17 contains 263701 members 
Mstep: Class 21 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 85Q: 9 clusters Score -8.110726e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180535 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 10 contains 46183 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166254 members 
Mstep: Class 17 contains 263689 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107224.000000 Penalty: 26657.613281
Iteration 86Q: 9 clusters Score -8.110722e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180549 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 10 contains 46180 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166247 members 
Mstep: Class 17 contains 263684 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107184.000000 Penalty: 26657.613281
Iteration 87Q: 9 clusters Score -8.110718e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180575 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 10 contains 46182 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166240 members 
Mstep: Class 17 contains 263663 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107176.000000 Penalty: 26657.613281
Iteration 88Q: 9 clusters Score -8.110718e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180600 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 10 contains 46183 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166227 members 
Mstep: Class 17 contains 263650 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107208.000000 Penalty: 26657.613281
Iteration 89Q: 9 clusters Score -8.110721e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180623 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46182 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166210 members 
Mstep: Class 17 contains 263646 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107184.000000 Penalty: 26657.613281
Iteration 90Q: 9 clusters Score -8.110718e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180640 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 10 contains 46183 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166201 members 
Mstep: Class 17 contains 263636 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107144.000000 Penalty: 26657.613281
Iteration 91Q: 9 clusters Score -8.110714e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180649 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 10 contains 46187 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166189 members 
Mstep: Class 17 contains 263634 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107232.000000 Penalty: 26657.613281
Iteration 92Q: 9 clusters Score -8.110723e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180649 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46186 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166174 members 
Mstep: Class 17 contains 263649 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107208.000000 Penalty: 26657.613281
Iteration 93Q: 9 clusters Score -8.110721e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180654 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46189 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166163 members 
Mstep: Class 17 contains 263652 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 94Q: 9 clusters Score -8.110726e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180656 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46191 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166155 members 
Mstep: Class 17 contains 263656 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107296.000000 Penalty: 26657.613281
Iteration 95Q: 9 clusters Score -8.11073e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180651 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46190 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166144 members 
Mstep: Class 17 contains 263673 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107304.000000 Penalty: 26657.613281
Iteration 96Q: 9 clusters Score -8.11073e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180639 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46190 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166133 members 
Mstep: Class 17 contains 263695 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107344.000000 Penalty: 26657.613281
Iteration 97Q: 9 clusters Score -8.110734e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180641 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46191 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166121 members 
Mstep: Class 17 contains 263704 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107336.000000 Penalty: 26657.613281
Iteration 98Q: 9 clusters Score -8.110734e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180638 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46192 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166114 members 
Mstep: Class 17 contains 263713 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107224.000000 Penalty: 26657.613281
Iteration 99Q: 9 clusters Score -8.110722e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180632 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46192 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166118 members 
Mstep: Class 17 contains 263715 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 100F: 9 clusters Score -8.110726e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180619 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46191 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166120 members 
Mstep: Class 17 contains 263727 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107160.000000 Penalty: 26657.613281
Iteration 101Q: 9 clusters Score -8.110716e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180602 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46190 members 
Mstep: Class 12 contains 4455 members 
Mstep: Class 16 contains 166121 members 
Mstep: Class 17 contains 263744 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107144.000000 Penalty: 26657.613281
Iteration 102Q: 9 clusters Score -8.110714e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180585 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46194 members 
Mstep: Class 12 contains 4454 members 
Mstep: Class 16 contains 166126 members 
Mstep: Class 17 contains 263753 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107152.000000 Penalty: 26657.613281
Iteration 103Q: 9 clusters Score -8.110715e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180570 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46199 members 
Mstep: Class 12 contains 4453 members 
Mstep: Class 16 contains 166124 members 
Mstep: Class 17 contains 263766 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107176.000000 Penalty: 26657.613281
Iteration 104Q: 9 clusters Score -8.110718e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180546 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46199 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166130 members 
Mstep: Class 17 contains 263785 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107240.000000 Penalty: 26657.613281
Iteration 105Q: 9 clusters Score -8.110724e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180529 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46199 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166132 members 
Mstep: Class 17 contains 263800 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107184.000000 Penalty: 26657.613281
Iteration 106Q: 9 clusters Score -8.110718e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2366 members 
Mstep: Class 7 contains 180504 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46200 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166138 members 
Mstep: Class 17 contains 263818 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107232.000000 Penalty: 26657.613281
Iteration 107Q: 9 clusters Score -8.110723e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2367 members 
Mstep: Class 7 contains 180482 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46200 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166140 members 
Mstep: Class 17 contains 263837 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107240.000000 Penalty: 26657.613281
Iteration 108Q: 9 clusters Score -8.110724e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180473 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46201 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166139 members 
Mstep: Class 17 contains 263845 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107208.000000 Penalty: 26657.613281
Iteration 109Q: 9 clusters Score -8.110721e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180459 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46201 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166141 members 
Mstep: Class 17 contains 263857 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107200.000000 Penalty: 26657.613281
Iteration 110Q: 9 clusters Score -8.11072e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180444 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46203 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166136 members 
Mstep: Class 17 contains 263875 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107192.000000 Penalty: 26657.613281
Iteration 111Q: 9 clusters Score -8.110719e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180428 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46206 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166125 members 
Mstep: Class 17 contains 263900 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107200.000000 Penalty: 26657.613281
Iteration 112Q: 9 clusters Score -8.11072e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180408 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46207 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166120 members 
Mstep: Class 17 contains 263925 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107216.000000 Penalty: 26657.613281
Iteration 113Q: 9 clusters Score -8.110722e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180388 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46212 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166118 members 
Mstep: Class 17 contains 263944 members 
Mstep: Class 21 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107184.000000 Penalty: 26657.613281
Iteration 114Q: 9 clusters Score -8.110718e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180380 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46214 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166119 members 
Mstep: Class 17 contains 263949 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107144.000000 Penalty: 26657.613281
Iteration 115Q: 9 clusters Score -8.110714e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180369 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46215 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166119 members 
Mstep: Class 17 contains 263958 members 
Mstep: Class 21 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107136.000000 Penalty: 26657.613281
Iteration 116Q: 9 clusters Score -8.110714e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180354 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46216 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166124 members 
Mstep: Class 17 contains 263968 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107128.000000 Penalty: 26657.613281
Iteration 117Q: 9 clusters Score -8.110713e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180337 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46217 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166126 members 
Mstep: Class 17 contains 263982 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107168.000000 Penalty: 26657.613281
Iteration 118Q: 9 clusters Score -8.110717e+07 nChanged 64
Entering ConstructFrom: 
Score: -81107168.000000 Penalty: 26657.613281
Entering ConstructFrom: 
Trying to split cluster 2 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -276808.968750 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -276809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -273945.343750 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -273945.3 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -274448.093750 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -274448.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -274563.812500 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -274563.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -274618.750000 Penalty: 3853.821289
	Iteration 3Q: 3 clusters Score -274618.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -274658.906250 Penalty: 3853.821289
	Iteration 4Q: 3 clusters Score -274658.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -274690.062500 Penalty: 3853.821289
	Iteration 5Q: 3 clusters Score -274690.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -274707.593750 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -274707.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -274721.406250 Penalty: 3853.821289
	Iteration 7Q: 3 clusters Score -274721.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -274732.687500 Penalty: 3853.821289
	Iteration 8Q: 3 clusters Score -274732.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -274750.343750 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -274750.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -274761.781250 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -274761.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -274771.343750 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -274771.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -274777.906250 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -274777.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -274783.187500 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -274783.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -274786.718750 Penalty: 3853.821289
	Iteration 14Q: 3 clusters Score -274786.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -274792.000000 Penalty: 3853.821289
	Iteration 15Q: 3 clusters Score -274792 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -274801.531250 Penalty: 3853.821289
	Iteration 16Q: 3 clusters Score -274801.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -274809.968750 Penalty: 3853.821289
	Iteration 17Q: 3 clusters Score -274810 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -274819.187500 Penalty: 3853.821289
	Iteration 18Q: 3 clusters Score -274819.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -274824.687500 Penalty: 3853.821289
	Iteration 19Q: 3 clusters Score -274824.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -274833.437500 Penalty: 3853.821289
	Iteration 20F: 3 clusters Score -274833.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -274837.718750 Penalty: 3853.821289
	Iteration 21Q: 3 clusters Score -274837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -274843.031250 Penalty: 3853.821289
	Iteration 22Q: 3 clusters Score -274843 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -274847.125000 Penalty: 3853.821289
	Iteration 23Q: 3 clusters Score -274847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -274848.125000 Penalty: 3853.821289
	Iteration 24Q: 3 clusters Score -274848.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -274849.312500 Penalty: 3853.821289
	Iteration 25Q: 3 clusters Score -274849.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -274853.437500 Penalty: 3853.821289
	Iteration 26Q: 3 clusters Score -274853.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -274856.406250 Penalty: 3853.821289
	Iteration 27Q: 3 clusters Score -274856.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -274860.812500 Penalty: 3853.821289
	Iteration 28Q: 3 clusters Score -274860.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -274866.062500 Penalty: 3853.821289
	Iteration 29Q: 3 clusters Score -274866.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -274869.250000 Penalty: 3853.821289
	Iteration 30Q: 3 clusters Score -274869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -274869.250000 Penalty: 3853.821289
	Iteration 31Q: 3 clusters Score -274869.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -274869.718750 Penalty: 3853.821289
	Iteration 32Q: 3 clusters Score -274869.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -274871.593750 Penalty: 3853.821289
	Iteration 33Q: 3 clusters Score -274871.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -274873.406250 Penalty: 3853.821289
	Iteration 34Q: 3 clusters Score -274873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -274875.812500 Penalty: 3853.821289
	Iteration 35Q: 3 clusters Score -274875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -274877.593750 Penalty: 3853.821289
	Iteration 36Q: 3 clusters Score -274877.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -274879.125000 Penalty: 3853.821289
	Iteration 37Q: 3 clusters Score -274879.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -274880.750000 Penalty: 3853.821289
	Iteration 38Q: 3 clusters Score -274880.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -274881.500000 Penalty: 3853.821289
	Iteration 39Q: 3 clusters Score -274881.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -274882.781250 Penalty: 3853.821289
	Iteration 40F: 3 clusters Score -274882.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -274883.500000 Penalty: 3853.821289
	Iteration 41Q: 3 clusters Score -274883.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -274883.500000 Penalty: 3853.821289
	Iteration 42F: 3 clusters Score -274883.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180326 members 
Entering Unmasked Estep 
Score: -21674174.000000 Penalty: 3001.425537
	Iteration 0F: 2 clusters Score -2.167417e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89953 members 
Mstep: Class 2 contains 90373 members 
Entering Unmasked Estep 
Score: -21557384.000000 Penalty: 6002.851074
	Iteration 0F: 3 clusters Score -2.155738e+07 nChanged 86422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88197 members 
Mstep: Class 2 contains 92129 members 
Entering Unmasked Estep 
Score: -21608140.000000 Penalty: 6002.851074
	Iteration 1F: 3 clusters Score -2.160814e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86988 members 
Mstep: Class 2 contains 93338 members 
Entering Unmasked Estep 
Score: -21609694.000000 Penalty: 6002.851074
	Iteration 2Q: 3 clusters Score -2.160969e+07 nChanged 6382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 95170 members 
Entering Unmasked Estep 
Score: -21612180.000000 Penalty: 6002.851074
	Iteration 3Q: 3 clusters Score -2.161218e+07 nChanged 7646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82444 members 
Mstep: Class 2 contains 97882 members 
Entering Unmasked Estep 
Score: -21615922.000000 Penalty: 6002.851074
	Iteration 4Q: 3 clusters Score -2.161592e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78989 members 
Mstep: Class 2 contains 101337 members 
Entering Unmasked Estep 
Score: -21621560.000000 Penalty: 6002.851074
	Iteration 5Q: 3 clusters Score -2.162156e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 105497 members 
Entering Unmasked Estep 
Score: -21628486.000000 Penalty: 6002.851074
	Iteration 6F: 3 clusters Score -2.162849e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70915 members 
Mstep: Class 2 contains 109411 members 
Entering Unmasked Estep 
Score: -21636356.000000 Penalty: 6002.851074
	Iteration 7F: 3 clusters Score -2.163636e+07 nChanged 11289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67606 members 
Mstep: Class 2 contains 112720 members 
Entering Unmasked Estep 
Score: -21644166.000000 Penalty: 6002.851074
	Iteration 8F: 3 clusters Score -2.164417e+07 nChanged 10266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65202 members 
Mstep: Class 2 contains 115124 members 
Entering Unmasked Estep 
Score: -21650260.000000 Penalty: 6002.851074
	Iteration 9F: 3 clusters Score -2.165026e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63608 members 
Mstep: Class 2 contains 116718 members 
Entering Unmasked Estep 
Score: -21653994.000000 Penalty: 6002.851074
	Iteration 10Q: 3 clusters Score -2.165399e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62390 members 
Mstep: Class 2 contains 117936 members 
Entering Unmasked Estep 
Score: -21655616.000000 Penalty: 6002.851074
	Iteration 11Q: 3 clusters Score -2.165562e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61216 members 
Mstep: Class 2 contains 119110 members 
Entering Unmasked Estep 
Score: -21656466.000000 Penalty: 6002.851074
	Iteration 12Q: 3 clusters Score -2.165647e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 120332 members 
Entering Unmasked Estep 
Score: -21656970.000000 Penalty: 6002.851074
	Iteration 13Q: 3 clusters Score -2.165697e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 121611 members 
Entering Unmasked Estep 
Score: -21657450.000000 Penalty: 6002.851074
	Iteration 14Q: 3 clusters Score -2.165745e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 122916 members 
Entering Unmasked Estep 
Score: -21658002.000000 Penalty: 6002.851074
	Iteration 15Q: 3 clusters Score -2.1658e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56064 members 
Mstep: Class 2 contains 124262 members 
Entering Unmasked Estep 
Score: -21658442.000000 Penalty: 6002.851074
	Iteration 16Q: 3 clusters Score -2.165844e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54681 members 
Mstep: Class 2 contains 125645 members 
Entering Unmasked Estep 
Score: -21658744.000000 Penalty: 6002.851074
	Iteration 17Q: 3 clusters Score -2.165874e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53191 members 
Mstep: Class 2 contains 127135 members 
Entering Unmasked Estep 
Score: -21659090.000000 Penalty: 6002.851074
	Iteration 18Q: 3 clusters Score -2.165909e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 128750 members 
Entering Unmasked Estep 
Score: -21659520.000000 Penalty: 6002.851074
	Iteration 19Q: 3 clusters Score -2.165952e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49926 members 
Mstep: Class 2 contains 130400 members 
Entering Unmasked Estep 
Score: -21659952.000000 Penalty: 6002.851074
	Iteration 20F: 3 clusters Score -2.165995e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 132135 members 
Entering Unmasked Estep 
Score: -21660524.000000 Penalty: 6002.851074
	Iteration 21Q: 3 clusters Score -2.166052e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46370 members 
Mstep: Class 2 contains 133956 members 
Entering Unmasked Estep 
Score: -21661106.000000 Penalty: 6002.851074
	Iteration 22Q: 3 clusters Score -2.166111e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 135903 members 
Entering Unmasked Estep 
Score: -21661544.000000 Penalty: 6002.851074
	Iteration 23Q: 3 clusters Score -2.166154e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42387 members 
Mstep: Class 2 contains 137939 members 
Entering Unmasked Estep 
Score: -21661972.000000 Penalty: 6002.851074
	Iteration 24Q: 3 clusters Score -2.166197e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -21662522.000000 Penalty: 6002.851074
	Iteration 25Q: 3 clusters Score -2.166252e+07 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38110 members 
Mstep: Class 2 contains 142216 members 
Entering Unmasked Estep 
Score: -21663086.000000 Penalty: 6002.851074
	Iteration 26Q: 3 clusters Score -2.166309e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35823 members 
Mstep: Class 2 contains 144503 members 
Entering Unmasked Estep 
Score: -21663744.000000 Penalty: 6002.851074
	Iteration 27Q: 3 clusters Score -2.166374e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33494 members 
Mstep: Class 2 contains 146832 members 
Entering Unmasked Estep 
Score: -21664346.000000 Penalty: 6002.851074
	Iteration 28Q: 3 clusters Score -2.166435e+07 nChanged 2309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31191 members 
Mstep: Class 2 contains 149135 members 
Entering Unmasked Estep 
Score: -21664940.000000 Penalty: 6002.851074
	Iteration 29Q: 3 clusters Score -2.166494e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28845 members 
Mstep: Class 2 contains 151481 members 
Entering Unmasked Estep 
Score: -21665664.000000 Penalty: 6002.851074
	Iteration 30Q: 3 clusters Score -2.166566e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 153948 members 
Entering Unmasked Estep 
Score: -21666200.000000 Penalty: 6002.851074
	Iteration 31Q: 3 clusters Score -2.16662e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 156437 members 
Entering Unmasked Estep 
Score: -21666564.000000 Penalty: 6002.851074
	Iteration 32Q: 3 clusters Score -2.166656e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21485 members 
Mstep: Class 2 contains 158841 members 
Entering Unmasked Estep 
Score: -21666958.000000 Penalty: 6002.851074
	Iteration 33Q: 3 clusters Score -2.166696e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 161132 members 
Entering Unmasked Estep 
Score: -21667438.000000 Penalty: 6002.851074
	Iteration 34Q: 3 clusters Score -2.166744e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 163264 members 
Entering Unmasked Estep 
Score: -21668030.000000 Penalty: 6002.851074
	Iteration 35Q: 3 clusters Score -2.166803e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 165245 members 
Entering Unmasked Estep 
Score: -21668518.000000 Penalty: 6002.851074
	Iteration 36Q: 3 clusters Score -2.166852e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 166990 members 
Entering Unmasked Estep 
Score: -21668812.000000 Penalty: 6002.851074
	Iteration 37Q: 3 clusters Score -2.166881e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 168539 members 
Entering Unmasked Estep 
Score: -21669236.000000 Penalty: 6002.851074
	Iteration 38Q: 3 clusters Score -2.166924e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 169946 members 
Entering Unmasked Estep 
Score: -21669506.000000 Penalty: 6002.851074
	Iteration 39Q: 3 clusters Score -2.166951e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 171260 members 
Entering Unmasked Estep 
Score: -21669752.000000 Penalty: 6002.851074
	Iteration 40F: 3 clusters Score -2.166975e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 172423 members 
Entering Unmasked Estep 
Score: -21669992.000000 Penalty: 6002.851074
	Iteration 41Q: 3 clusters Score -2.166999e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 173382 members 
Entering Unmasked Estep 
Score: -21670222.000000 Penalty: 6002.851074
	Iteration 42Q: 3 clusters Score -2.167022e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 174203 members 
Entering Unmasked Estep 
Score: -21670488.000000 Penalty: 6002.851074
	Iteration 43Q: 3 clusters Score -2.167049e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 174923 members 
Entering Unmasked Estep 
Score: -21670710.000000 Penalty: 6002.851074
	Iteration 44Q: 3 clusters Score -2.167071e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 175514 members 
Entering Unmasked Estep 
Score: -21670820.000000 Penalty: 6002.851074
	Iteration 45Q: 3 clusters Score -2.167082e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 175985 members 
Entering Unmasked Estep 
Score: -21670936.000000 Penalty: 6002.851074
	Iteration 46Q: 3 clusters Score -2.167094e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 176383 members 
Entering Unmasked Estep 
Score: -21671110.000000 Penalty: 6002.851074
	Iteration 47Q: 3 clusters Score -2.167111e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 176709 members 
Entering Unmasked Estep 
Score: -21671208.000000 Penalty: 6002.851074
	Iteration 48Q: 3 clusters Score -2.167121e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 176987 members 
Entering Unmasked Estep 
Score: -21671268.000000 Penalty: 6002.851074
	Iteration 49Q: 3 clusters Score -2.167127e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 177224 members 
Entering Unmasked Estep 
Score: -21671352.000000 Penalty: 6002.851074
	Iteration 50Q: 3 clusters Score -2.167135e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 177420 members 
Entering Unmasked Estep 
Score: -21671392.000000 Penalty: 6002.851074
	Iteration 51Q: 3 clusters Score -2.167139e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 177565 members 
Entering Unmasked Estep 
Score: -21671400.000000 Penalty: 6002.851074
	Iteration 52Q: 3 clusters Score -2.16714e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 177690 members 
Entering Unmasked Estep 
Score: -21671424.000000 Penalty: 6002.851074
	Iteration 53Q: 3 clusters Score -2.167142e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 177814 members 
Entering Unmasked Estep 
Score: -21671494.000000 Penalty: 6002.851074
	Iteration 54Q: 3 clusters Score -2.167149e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 177909 members 
Entering Unmasked Estep 
Score: -21671542.000000 Penalty: 6002.851074
	Iteration 55Q: 3 clusters Score -2.167154e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 178004 members 
Entering Unmasked Estep 
Score: -21671562.000000 Penalty: 6002.851074
	Iteration 56Q: 3 clusters Score -2.167156e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 178084 members 
Entering Unmasked Estep 
Score: -21671580.000000 Penalty: 6002.851074
	Iteration 57Q: 3 clusters Score -2.167158e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 178140 members 
Entering Unmasked Estep 
Score: -21671584.000000 Penalty: 6002.851074
	Iteration 58Q: 3 clusters Score -2.167158e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 178194 members 
Entering Unmasked Estep 
Score: -21671588.000000 Penalty: 6002.851074
	Iteration 59Q: 3 clusters Score -2.167159e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 178238 members 
Entering Unmasked Estep 
Score: -21671602.000000 Penalty: 6002.851074
	Iteration 60F: 3 clusters Score -2.16716e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 178293 members 
Entering Unmasked Estep 
Score: -21671620.000000 Penalty: 6002.851074
	Iteration 61Q: 3 clusters Score -2.167162e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 178329 members 
Entering Unmasked Estep 
Score: -21671644.000000 Penalty: 6002.851074
	Iteration 62Q: 3 clusters Score -2.167164e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 178361 members 
Entering Unmasked Estep 
Score: -21671658.000000 Penalty: 6002.851074
	Iteration 63Q: 3 clusters Score -2.167166e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 178393 members 
Entering Unmasked Estep 
Score: -21671664.000000 Penalty: 6002.851074
	Iteration 64Q: 3 clusters Score -2.167166e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 178428 members 
Entering Unmasked Estep 
Score: -21671660.000000 Penalty: 6002.851074
	Iteration 65Q: 3 clusters Score -2.167166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 178455 members 
Entering Unmasked Estep 
Score: -21671672.000000 Penalty: 6002.851074
	Iteration 66Q: 3 clusters Score -2.167167e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 178477 members 
Entering Unmasked Estep 
Score: -21671676.000000 Penalty: 6002.851074
	Iteration 67Q: 3 clusters Score -2.167168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 178498 members 
Entering Unmasked Estep 
Score: -21671676.000000 Penalty: 6002.851074
	Iteration 68Q: 3 clusters Score -2.167168e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 178516 members 
Entering Unmasked Estep 
Score: -21671666.000000 Penalty: 6002.851074
	Iteration 69Q: 3 clusters Score -2.167167e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 178526 members 
Entering Unmasked Estep 
Score: -21671668.000000 Penalty: 6002.851074
	Iteration 70Q: 3 clusters Score -2.167167e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 178541 members 
Entering Unmasked Estep 
Score: -21671662.000000 Penalty: 6002.851074
	Iteration 71Q: 3 clusters Score -2.167166e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 178555 members 
Entering Unmasked Estep 
Score: -21671656.000000 Penalty: 6002.851074
	Iteration 72Q: 3 clusters Score -2.167166e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 178571 members 
Entering Unmasked Estep 
Score: -21671670.000000 Penalty: 6002.851074
	Iteration 73Q: 3 clusters Score -2.167167e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 178589 members 
Entering Unmasked Estep 
Score: -21671700.000000 Penalty: 6002.851074
	Iteration 74Q: 3 clusters Score -2.16717e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 178607 members 
Entering Unmasked Estep 
Score: -21671694.000000 Penalty: 6002.851074
	Iteration 75Q: 3 clusters Score -2.167169e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 178625 members 
Entering Unmasked Estep 
Score: -21671690.000000 Penalty: 6002.851074
	Iteration 76Q: 3 clusters Score -2.167169e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 178640 members 
Entering Unmasked Estep 
Score: -21671706.000000 Penalty: 6002.851074
	Iteration 77Q: 3 clusters Score -2.167171e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 178651 members 
Entering Unmasked Estep 
Score: -21671716.000000 Penalty: 6002.851074
	Iteration 78Q: 3 clusters Score -2.167172e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 178670 members 
Entering Unmasked Estep 
Score: -21671716.000000 Penalty: 6002.851074
	Iteration 79Q: 3 clusters Score -2.167172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 178679 members 
Entering Unmasked Estep 
Score: -21671728.000000 Penalty: 6002.851074
	Iteration 80F: 3 clusters Score -2.167173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 178687 members 
Entering Unmasked Estep 
Score: -21671726.000000 Penalty: 6002.851074
	Iteration 81Q: 3 clusters Score -2.167173e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 178693 members 
Entering Unmasked Estep 
Score: -21671710.000000 Penalty: 6002.851074
	Iteration 82Q: 3 clusters Score -2.167171e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 178701 members 
Entering Unmasked Estep 
Score: -21671704.000000 Penalty: 6002.851074
	Iteration 83Q: 3 clusters Score -2.16717e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 178707 members 
Entering Unmasked Estep 
Score: -21671716.000000 Penalty: 6002.851074
	Iteration 84Q: 3 clusters Score -2.167172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 178717 members 
Entering Unmasked Estep 
Score: -21671716.000000 Penalty: 6002.851074
	Iteration 85Q: 3 clusters Score -2.167172e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 178723 members 
Entering Unmasked Estep 
Score: -21671726.000000 Penalty: 6002.851074
	Iteration 86Q: 3 clusters Score -2.167173e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 178729 members 
Entering Unmasked Estep 
Score: -21671728.000000 Penalty: 6002.851074
	Iteration 87Q: 3 clusters Score -2.167173e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 178734 members 
Entering Unmasked Estep 
Score: -21671734.000000 Penalty: 6002.851074
	Iteration 88Q: 3 clusters Score -2.167173e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 178737 members 
Entering Unmasked Estep 
Score: -21671746.000000 Penalty: 6002.851074
	Iteration 89Q: 3 clusters Score -2.167175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 178741 members 
Entering Unmasked Estep 
Score: -21671752.000000 Penalty: 6002.851074
	Iteration 90Q: 3 clusters Score -2.167175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 178745 members 
Entering Unmasked Estep 
Score: -21671758.000000 Penalty: 6002.851074
	Iteration 91Q: 3 clusters Score -2.167176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -21671734.000000 Penalty: 6002.851074
	Iteration 92Q: 3 clusters Score -2.167173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 178747 members 
Entering Unmasked Estep 
Score: -21671750.000000 Penalty: 6002.851074
	Iteration 93Q: 3 clusters Score -2.167175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 178748 members 
Entering Unmasked Estep 
Score: -21671762.000000 Penalty: 6002.851074
	Iteration 94Q: 3 clusters Score -2.167176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 178744 members 
Entering Unmasked Estep 
Score: -21671754.000000 Penalty: 6002.851074
	Iteration 95Q: 3 clusters Score -2.167175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 178744 members 
Entering Unmasked Estep 
Score: -21671756.000000 Penalty: 6002.851074
	Iteration 96Q: 3 clusters Score -2.167176e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 178746 members 
Entering Unmasked Estep 
Score: -21671764.000000 Penalty: 6002.851074
	Iteration 97Q: 3 clusters Score -2.167176e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 178751 members 
Entering Unmasked Estep 
Score: -21671768.000000 Penalty: 6002.851074
	Iteration 98Q: 3 clusters Score -2.167177e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 178755 members 
Entering Unmasked Estep 
Score: -21671762.000000 Penalty: 6002.851074
	Iteration 99Q: 3 clusters Score -2.167176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 178762 members 
Entering Unmasked Estep 
Score: -21671742.000000 Penalty: 6002.851074
	Iteration 100F: 3 clusters Score -2.167174e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 178765 members 
Entering Unmasked Estep 
Score: -21671762.000000 Penalty: 6002.851074
	Iteration 101Q: 3 clusters Score -2.167176e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -21671774.000000 Penalty: 6002.851074
	Iteration 102Q: 3 clusters Score -2.167177e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 178774 members 
Entering Unmasked Estep 
Score: -21671754.000000 Penalty: 6002.851074
	Iteration 103Q: 3 clusters Score -2.167175e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 178782 members 
Entering Unmasked Estep 
Score: -21671764.000000 Penalty: 6002.851074
	Iteration 104Q: 3 clusters Score -2.167176e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 178784 members 
Entering Unmasked Estep 
Score: -21671748.000000 Penalty: 6002.851074
	Iteration 105Q: 3 clusters Score -2.167175e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 178786 members 
Entering Unmasked Estep 
Score: -21671748.000000 Penalty: 6002.851074
	Iteration 106Q: 3 clusters Score -2.167175e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -21671750.000000 Penalty: 6002.851074
	Iteration 107Q: 3 clusters Score -2.167175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 178787 members 
Entering Unmasked Estep 
Score: -21671750.000000 Penalty: 6002.851074
	Iteration 108F: 3 clusters Score -2.167175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Entering Unmasked Estep 
Score: -287767.156250 Penalty: 1954.064331
	Iteration 0F: 2 clusters Score -287767.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -284963.468750 Penalty: 3908.128662
	Iteration 0F: 3 clusters Score -284963.5 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -285831.687500 Penalty: 3908.128662
	Iteration 1F: 3 clusters Score -285831.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -286182.406250 Penalty: 3908.128662
	Iteration 2F: 3 clusters Score -286182.4 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -286518.687500 Penalty: 3908.128662
	Iteration 3F: 3 clusters Score -286518.7 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -286877.281250 Penalty: 3908.128662
	Iteration 4F: 3 clusters Score -286877.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -287135.406250 Penalty: 3908.128662
	Iteration 5F: 3 clusters Score -287135.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -287316.750000 Penalty: 3908.128662
	Iteration 6F: 3 clusters Score -287316.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -287436.781250 Penalty: 3908.128662
	Iteration 7Q: 3 clusters Score -287436.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -287516.406250 Penalty: 3908.128662
	Iteration 8Q: 3 clusters Score -287516.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -287564.125000 Penalty: 3908.128662
	Iteration 9Q: 3 clusters Score -287564.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -287587.562500 Penalty: 3908.128662
	Iteration 10Q: 3 clusters Score -287587.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -287604.156250 Penalty: 3908.128662
	Iteration 11Q: 3 clusters Score -287604.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -287610.562500 Penalty: 3908.128662
	Iteration 12Q: 3 clusters Score -287610.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -287618.781250 Penalty: 3908.128662
	Iteration 13Q: 3 clusters Score -287618.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -287623.500000 Penalty: 3908.128662
	Iteration 14Q: 3 clusters Score -287623.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -287626.843750 Penalty: 3908.128662
	Iteration 15Q: 3 clusters Score -287626.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -287629.843750 Penalty: 3908.128662
	Iteration 16Q: 3 clusters Score -287629.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -287631.468750 Penalty: 3908.128662
	Iteration 17Q: 3 clusters Score -287631.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -287641.125000 Penalty: 3908.128662
	Iteration 18F: 3 clusters Score -287641.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -287657.781250 Penalty: 3908.128662
	Iteration 19Q: 3 clusters Score -287657.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -287669.750000 Penalty: 3908.128662
	Iteration 20F: 3 clusters Score -287669.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -287679.812500 Penalty: 3908.128662
	Iteration 21Q: 3 clusters Score -287679.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -287753.812500 Penalty: 3908.128662
	Iteration 22Q: 3 clusters Score -287753.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -287788.500000 Penalty: 3908.128662
	Iteration 23Q: 3 clusters Score -287788.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -287920.937500 Penalty: 3908.128662
	Iteration 24Q: 3 clusters Score -287920.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -288036.343750 Penalty: 3908.128662
	Iteration 25Q: 3 clusters Score -288036.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -288075.187500 Penalty: 3908.128662
	Iteration 26Q: 3 clusters Score -288075.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -288093.562500 Penalty: 3908.128662
	Iteration 27Q: 3 clusters Score -288093.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -288105.718750 Penalty: 3908.128662
	Iteration 28Q: 3 clusters Score -288105.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -288122.031250 Penalty: 3908.128662
	Iteration 29Q: 3 clusters Score -288122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -288129.531250 Penalty: 3908.128662
	Iteration 30Q: 3 clusters Score -288129.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -288132.000000 Penalty: 3908.128662
	Iteration 31Q: 3 clusters Score -288132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -288132.750000 Penalty: 3908.128662
	Iteration 32Q: 3 clusters Score -288132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -288202.843750 Penalty: 3908.128662
	Iteration 33F: 3 clusters Score -288202.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -288364.875000 Penalty: 3908.128662
	Iteration 34Q: 3 clusters Score -288364.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -288473.218750 Penalty: 3908.128662
	Iteration 35Q: 3 clusters Score -288473.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -288525.968750 Penalty: 3908.128662
	Iteration 36Q: 3 clusters Score -288526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -288544.250000 Penalty: 3908.128662
	Iteration 37Q: 3 clusters Score -288544.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -288552.000000 Penalty: 3908.128662
	Iteration 38Q: 3 clusters Score -288552 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -288556.312500 Penalty: 3908.128662
	Iteration 39Q: 3 clusters Score -288556.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -288559.062500 Penalty: 3908.128662
	Iteration 40F: 3 clusters Score -288559.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -288560.187500 Penalty: 3908.128662
	Iteration 41Q: 3 clusters Score -288560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -288560.187500 Penalty: 3908.128662
	Iteration 42F: 3 clusters Score -288560.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180326 members 
Mstep: Class 8 contains 2227 members 
Mstep: Class 10 contains 46219 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166125 members 
Mstep: Class 17 contains 263992 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
Score: -81106768.000000 Penalty: 29989.816406
Splitting cluster 8 changes total score from -81107168.000000 to -81106768.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46219 members 
Entering Unmasked Estep 
Score: -5422476.500000 Penalty: 2663.804199
	Iteration 0F: 2 clusters Score -5422476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -5391133.000000 Penalty: 5327.608398
	Iteration 0F: 3 clusters Score -5391133 nChanged 21451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -5402918.500000 Penalty: 5327.608398
	Iteration 1F: 3 clusters Score -5402918 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 24406 members 
Entering Unmasked Estep 
Score: -5403403.000000 Penalty: 5327.608398
	Iteration 2Q: 3 clusters Score -5403403 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 25102 members 
Entering Unmasked Estep 
Score: -5403832.500000 Penalty: 5327.608398
	Iteration 3Q: 3 clusters Score -5403832 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5404408.000000 Penalty: 5327.608398
	Iteration 4Q: 3 clusters Score -5404408 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5405140.500000 Penalty: 5327.608398
	Iteration 5Q: 3 clusters Score -5405140 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 29544 members 
Entering Unmasked Estep 
Score: -5406278.000000 Penalty: 5327.608398
	Iteration 6Q: 3 clusters Score -5406278 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 32300 members 
Entering Unmasked Estep 
Score: -5408145.500000 Penalty: 5327.608398
	Iteration 7F: 3 clusters Score -5408146 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -5410819.500000 Penalty: 5327.608398
	Iteration 8F: 3 clusters Score -5410820 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 39114 members 
Entering Unmasked Estep 
Score: -5413848.000000 Penalty: 5327.608398
	Iteration 9F: 3 clusters Score -5413848 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 42069 members 
Entering Unmasked Estep 
Score: -5416565.000000 Penalty: 5327.608398
	Iteration 10F: 3 clusters Score -5416565 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 44007 members 
Entering Unmasked Estep 
Score: -5418465.500000 Penalty: 5327.608398
	Iteration 11Q: 3 clusters Score -5418466 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 45058 members 
Entering Unmasked Estep 
Score: -5419516.500000 Penalty: 5327.608398
	Iteration 12Q: 3 clusters Score -5419516 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 45447 members 
Entering Unmasked Estep 
Score: -5419998.000000 Penalty: 5327.608398
	Iteration 13Q: 3 clusters Score -5419998 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 45580 members 
Entering Unmasked Estep 
Score: -5420193.000000 Penalty: 5327.608398
	Iteration 14Q: 3 clusters Score -5420193 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -5420304.000000 Penalty: 5327.608398
	Iteration 15Q: 3 clusters Score -5420304 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5420361.000000 Penalty: 5327.608398
	Iteration 16Q: 3 clusters Score -5420361 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -5420416.500000 Penalty: 5327.608398
	Iteration 17Q: 3 clusters Score -5420416 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45660 members 
Entering Unmasked Estep 
Score: -5420450.000000 Penalty: 5327.608398
	Iteration 18Q: 3 clusters Score -5420450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -5420470.500000 Penalty: 5327.608398
	Iteration 19Q: 3 clusters Score -5420470 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45668 members 
Entering Unmasked Estep 
Score: -5420502.000000 Penalty: 5327.608398
	Iteration 20F: 3 clusters Score -5420502 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -5420535.000000 Penalty: 5327.608398
	Iteration 21Q: 3 clusters Score -5420535 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5420565.000000 Penalty: 5327.608398
	Iteration 22Q: 3 clusters Score -5420565 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 45687 members 
Entering Unmasked Estep 
Score: -5420582.000000 Penalty: 5327.608398
	Iteration 23Q: 3 clusters Score -5420582 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -5420601.500000 Penalty: 5327.608398
	Iteration 24Q: 3 clusters Score -5420602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 45681 members 
Entering Unmasked Estep 
Score: -5420621.000000 Penalty: 5327.608398
	Iteration 25Q: 3 clusters Score -5420621 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 45683 members 
Entering Unmasked Estep 
Score: -5420626.000000 Penalty: 5327.608398
	Iteration 26Q: 3 clusters Score -5420626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5420634.500000 Penalty: 5327.608398
	Iteration 27Q: 3 clusters Score -5420634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5420634.500000 Penalty: 5327.608398
	Iteration 28Q: 3 clusters Score -5420634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5420634.500000 Penalty: 5327.608398
	Iteration 29Q: 3 clusters Score -5420634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5420635.500000 Penalty: 5327.608398
	Iteration 30Q: 3 clusters Score -5420636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5420635.500000 Penalty: 5327.608398
	Iteration 31F: 3 clusters Score -5420636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -512725.406250 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -512725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -508552.500000 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -508552.5 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -509603.250000 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -509603.2 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -509921.093750 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -509921.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -510188.375000 Penalty: 4166.949707
	Iteration 3F: 3 clusters Score -510188.4 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -510394.281250 Penalty: 4166.949707
	Iteration 4F: 3 clusters Score -510394.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -510575.562500 Penalty: 4166.949707
	Iteration 5F: 3 clusters Score -510575.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -510733.656250 Penalty: 4166.949707
	Iteration 6Q: 3 clusters Score -510733.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -510853.375000 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -510853.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -510952.250000 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -510952.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -511028.000000 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -511028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -511105.281250 Penalty: 4166.949707
	Iteration 10Q: 3 clusters Score -511105.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -511170.531250 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -511170.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -511230.843750 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -511230.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -511278.062500 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -511278.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -511308.437500 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -511308.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -511334.437500 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -511334.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -511356.093750 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -511356.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -511368.062500 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -511368.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -511376.125000 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -511376.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -511382.812500 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -511382.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -511388.718750 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -511388.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -511392.218750 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -511392.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -511394.906250 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -511394.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -511397.687500 Penalty: 4166.949707
	Iteration 23Q: 3 clusters Score -511397.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -511400.312500 Penalty: 4166.949707
	Iteration 24Q: 3 clusters Score -511400.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -511400.687500 Penalty: 4166.949707
	Iteration 25Q: 3 clusters Score -511400.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -511404.968750 Penalty: 4166.949707
	Iteration 26Q: 3 clusters Score -511405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -511412.125000 Penalty: 4166.949707
	Iteration 27Q: 3 clusters Score -511412.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -511421.937500 Penalty: 4166.949707
	Iteration 28Q: 3 clusters Score -511421.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -511429.375000 Penalty: 4166.949707
	Iteration 29Q: 3 clusters Score -511429.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -511437.406250 Penalty: 4166.949707
	Iteration 30Q: 3 clusters Score -511437.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -511443.312500 Penalty: 4166.949707
	Iteration 31Q: 3 clusters Score -511443.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -511450.187500 Penalty: 4166.949707
	Iteration 32Q: 3 clusters Score -511450.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -511450.625000 Penalty: 4166.949707
	Iteration 33Q: 3 clusters Score -511450.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -511451.093750 Penalty: 4166.949707
	Iteration 34Q: 3 clusters Score -511451.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -511452.062500 Penalty: 4166.949707
	Iteration 35Q: 3 clusters Score -511452.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -511452.062500 Penalty: 4166.949707
	Iteration 36F: 3 clusters Score -511452.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (166125 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166125 members 
Entering Unmasked Estep 
Score: -20089452.000000 Penalty: 2981.082764
	Iteration 0F: 2 clusters Score -2.008945e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83170 members 
Mstep: Class 2 contains 82955 members 
Entering Unmasked Estep 
Score: -19982078.000000 Penalty: 5962.165527
	Iteration 0F: 3 clusters Score -1.998208e+07 nChanged 79643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -20028186.000000 Penalty: 5962.165527
	Iteration 1F: 3 clusters Score -2.002819e+07 nChanged 4379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85760 members 
Mstep: Class 2 contains 80365 members 
Entering Unmasked Estep 
Score: -20028862.000000 Penalty: 5962.165527
	Iteration 2Q: 3 clusters Score -2.002886e+07 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87347 members 
Mstep: Class 2 contains 78778 members 
Entering Unmasked Estep 
Score: -20029956.000000 Penalty: 5962.165527
	Iteration 3Q: 3 clusters Score -2.002996e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89676 members 
Mstep: Class 2 contains 76449 members 
Entering Unmasked Estep 
Score: -20031552.000000 Penalty: 5962.165527
	Iteration 4Q: 3 clusters Score -2.003155e+07 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93051 members 
Mstep: Class 2 contains 73074 members 
Entering Unmasked Estep 
Score: -20033926.000000 Penalty: 5962.165527
	Iteration 5Q: 3 clusters Score -2.003393e+07 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97430 members 
Mstep: Class 2 contains 68695 members 
Entering Unmasked Estep 
Score: -20037556.000000 Penalty: 5962.165527
	Iteration 6Q: 3 clusters Score -2.003756e+07 nChanged 7729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103013 members 
Mstep: Class 2 contains 63112 members 
Entering Unmasked Estep 
Score: -20042490.000000 Penalty: 5962.165527
	Iteration 7Q: 3 clusters Score -2.004249e+07 nChanged 8984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109579 members 
Mstep: Class 2 contains 56546 members 
Entering Unmasked Estep 
Score: -20048918.000000 Penalty: 5962.165527
	Iteration 8F: 3 clusters Score -2.004892e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116173 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -20056284.000000 Penalty: 5962.165527
	Iteration 9F: 3 clusters Score -2.005628e+07 nChanged 9328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121861 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -20063534.000000 Penalty: 5962.165527
	Iteration 10F: 3 clusters Score -2.006353e+07 nChanged 8175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126130 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -20068846.000000 Penalty: 5962.165527
	Iteration 11Q: 3 clusters Score -2.006885e+07 nChanged 6401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129371 members 
Mstep: Class 2 contains 36754 members 
Entering Unmasked Estep 
Score: -20072096.000000 Penalty: 5962.165527
	Iteration 12Q: 3 clusters Score -2.00721e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132199 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -20073898.000000 Penalty: 5962.165527
	Iteration 13Q: 3 clusters Score -2.00739e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135049 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -20075474.000000 Penalty: 5962.165527
	Iteration 14Q: 3 clusters Score -2.007547e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137961 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -20076696.000000 Penalty: 5962.165527
	Iteration 15Q: 3 clusters Score -2.00767e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140785 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -20077922.000000 Penalty: 5962.165527
	Iteration 16Q: 3 clusters Score -2.007792e+07 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143678 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -20079128.000000 Penalty: 5962.165527
	Iteration 17Q: 3 clusters Score -2.007913e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146721 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -20080586.000000 Penalty: 5962.165527
	Iteration 18Q: 3 clusters Score -2.008059e+07 nChanged 2897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149612 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -20081736.000000 Penalty: 5962.165527
	Iteration 19Q: 3 clusters Score -2.008174e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152360 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -20082894.000000 Penalty: 5962.165527
	Iteration 20F: 3 clusters Score -2.008289e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154934 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -20084078.000000 Penalty: 5962.165527
	Iteration 21Q: 3 clusters Score -2.008408e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157170 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -20084872.000000 Penalty: 5962.165527
	Iteration 22Q: 3 clusters Score -2.008487e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159024 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -20085468.000000 Penalty: 5962.165527
	Iteration 23Q: 3 clusters Score -2.008547e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160505 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -20085832.000000 Penalty: 5962.165527
	Iteration 24Q: 3 clusters Score -2.008583e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161651 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -20086152.000000 Penalty: 5962.165527
	Iteration 25Q: 3 clusters Score -2.008615e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162519 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -20086362.000000 Penalty: 5962.165527
	Iteration 26Q: 3 clusters Score -2.008636e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163165 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -20086508.000000 Penalty: 5962.165527
	Iteration 27Q: 3 clusters Score -2.008651e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163639 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -20086610.000000 Penalty: 5962.165527
	Iteration 28Q: 3 clusters Score -2.008661e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164008 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -20086746.000000 Penalty: 5962.165527
	Iteration 29Q: 3 clusters Score -2.008675e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164247 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -20086776.000000 Penalty: 5962.165527
	Iteration 30Q: 3 clusters Score -2.008678e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164424 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -20086852.000000 Penalty: 5962.165527
	Iteration 31Q: 3 clusters Score -2.008685e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164554 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -20086898.000000 Penalty: 5962.165527
	Iteration 32Q: 3 clusters Score -2.00869e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164664 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -20086950.000000 Penalty: 5962.165527
	Iteration 33Q: 3 clusters Score -2.008695e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164732 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -20086966.000000 Penalty: 5962.165527
	Iteration 34Q: 3 clusters Score -2.008697e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164787 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -20086968.000000 Penalty: 5962.165527
	Iteration 35Q: 3 clusters Score -2.008697e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164838 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -20087006.000000 Penalty: 5962.165527
	Iteration 36Q: 3 clusters Score -2.008701e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164882 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20087014.000000 Penalty: 5962.165527
	Iteration 37Q: 3 clusters Score -2.008701e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164921 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -20087006.000000 Penalty: 5962.165527
	Iteration 38Q: 3 clusters Score -2.008701e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164958 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20087014.000000 Penalty: 5962.165527
	Iteration 39Q: 3 clusters Score -2.008701e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164992 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -20087018.000000 Penalty: 5962.165527
	Iteration 40F: 3 clusters Score -2.008702e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165025 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -20087012.000000 Penalty: 5962.165527
	Iteration 41Q: 3 clusters Score -2.008701e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165043 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -20087014.000000 Penalty: 5962.165527
	Iteration 42Q: 3 clusters Score -2.008701e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165061 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -20087034.000000 Penalty: 5962.165527
	Iteration 43Q: 3 clusters Score -2.008703e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165068 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -20087036.000000 Penalty: 5962.165527
	Iteration 44Q: 3 clusters Score -2.008704e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165082 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -20087056.000000 Penalty: 5962.165527
	Iteration 45Q: 3 clusters Score -2.008706e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165097 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -20087094.000000 Penalty: 5962.165527
	Iteration 46Q: 3 clusters Score -2.008709e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165108 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -20087114.000000 Penalty: 5962.165527
	Iteration 47Q: 3 clusters Score -2.008711e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165119 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -20087122.000000 Penalty: 5962.165527
	Iteration 48Q: 3 clusters Score -2.008712e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165124 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -20087140.000000 Penalty: 5962.165527
	Iteration 49Q: 3 clusters Score -2.008714e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165128 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -20087146.000000 Penalty: 5962.165527
	Iteration 50Q: 3 clusters Score -2.008715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165132 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -20087146.000000 Penalty: 5962.165527
	Iteration 51Q: 3 clusters Score -2.008715e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165138 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -20087142.000000 Penalty: 5962.165527
	Iteration 52Q: 3 clusters Score -2.008714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165139 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20087146.000000 Penalty: 5962.165527
	Iteration 53Q: 3 clusters Score -2.008715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165139 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -20087134.000000 Penalty: 5962.165527
	Iteration 54Q: 3 clusters Score -2.008713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165141 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -20087144.000000 Penalty: 5962.165527
	Iteration 55Q: 3 clusters Score -2.008714e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165143 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -20087138.000000 Penalty: 5962.165527
	Iteration 56Q: 3 clusters Score -2.008714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165146 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -20087142.000000 Penalty: 5962.165527
	Iteration 57Q: 3 clusters Score -2.008714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165151 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -20087156.000000 Penalty: 5962.165527
	Iteration 58Q: 3 clusters Score -2.008716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165152 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20087152.000000 Penalty: 5962.165527
	Iteration 59Q: 3 clusters Score -2.008715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165152 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -20087152.000000 Penalty: 5962.165527
	Iteration 60F: 3 clusters Score -2.008715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (263992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263992 members 
Entering Unmasked Estep 
Score: -31619040.000000 Penalty: 3095.951172
	Iteration 0F: 2 clusters Score -3.161904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131755 members 
Mstep: Class 2 contains 132237 members 
Entering Unmasked Estep 
Score: -31448742.000000 Penalty: 6191.902344
	Iteration 0F: 3 clusters Score -3.144874e+07 nChanged 127719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126692 members 
Mstep: Class 2 contains 137300 members 
Entering Unmasked Estep 
Score: -31523988.000000 Penalty: 6191.902344
	Iteration 1F: 3 clusters Score -3.152399e+07 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123487 members 
Mstep: Class 2 contains 140505 members 
Entering Unmasked Estep 
Score: -31525166.000000 Penalty: 6191.902344
	Iteration 2Q: 3 clusters Score -3.152517e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118356 members 
Mstep: Class 2 contains 145636 members 
Entering Unmasked Estep 
Score: -31526764.000000 Penalty: 6191.902344
	Iteration 3Q: 3 clusters Score -3.152676e+07 nChanged 9194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110408 members 
Mstep: Class 2 contains 153584 members 
Entering Unmasked Estep 
Score: -31529814.000000 Penalty: 6191.902344
	Iteration 4Q: 3 clusters Score -3.152981e+07 nChanged 12559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98437 members 
Mstep: Class 2 contains 165555 members 
Entering Unmasked Estep 
Score: -31535114.000000 Penalty: 6191.902344
	Iteration 5Q: 3 clusters Score -3.153511e+07 nChanged 17043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81694 members 
Mstep: Class 2 contains 182298 members 
Entering Unmasked Estep 
Score: -31544738.000000 Penalty: 6191.902344
	Iteration 6F: 3 clusters Score -3.154474e+07 nChanged 21320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 203516 members 
Entering Unmasked Estep 
Score: -31560088.000000 Penalty: 6191.902344
	Iteration 7F: 3 clusters Score -3.156009e+07 nChanged 22304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38192 members 
Mstep: Class 2 contains 225800 members 
Entering Unmasked Estep 
Score: -31578464.000000 Penalty: 6191.902344
	Iteration 8F: 3 clusters Score -3.157846e+07 nChanged 17921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 243721 members 
Entering Unmasked Estep 
Score: -31595244.000000 Penalty: 6191.902344
	Iteration 9F: 3 clusters Score -3.159524e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 254671 members 
Entering Unmasked Estep 
Score: -31606452.000000 Penalty: 6191.902344
	Iteration 10Q: 3 clusters Score -3.160645e+07 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 260024 members 
Entering Unmasked Estep 
Score: -31611956.000000 Penalty: 6191.902344
	Iteration 11Q: 3 clusters Score -3.161196e+07 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 262280 members 
Entering Unmasked Estep 
Score: -31614414.000000 Penalty: 6191.902344
	Iteration 12Q: 3 clusters Score -3.161441e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 263106 members 
Entering Unmasked Estep 
Score: -31615434.000000 Penalty: 6191.902344
	Iteration 13Q: 3 clusters Score -3.161543e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 263397 members 
Entering Unmasked Estep 
Score: -31615778.000000 Penalty: 6191.902344
	Iteration 14Q: 3 clusters Score -3.161578e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 263503 members 
Entering Unmasked Estep 
Score: -31615964.000000 Penalty: 6191.902344
	Iteration 15Q: 3 clusters Score -3.161596e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 263550 members 
Entering Unmasked Estep 
Score: -31616052.000000 Penalty: 6191.902344
	Iteration 16Q: 3 clusters Score -3.161605e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 263569 members 
Entering Unmasked Estep 
Score: -31616108.000000 Penalty: 6191.902344
	Iteration 17Q: 3 clusters Score -3.161611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 263582 members 
Entering Unmasked Estep 
Score: -31616160.000000 Penalty: 6191.902344
	Iteration 18Q: 3 clusters Score -3.161616e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 263599 members 
Entering Unmasked Estep 
Score: -31616210.000000 Penalty: 6191.902344
	Iteration 19Q: 3 clusters Score -3.161621e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 263607 members 
Entering Unmasked Estep 
Score: -31616234.000000 Penalty: 6191.902344
	Iteration 20F: 3 clusters Score -3.161623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 263611 members 
Entering Unmasked Estep 
Score: -31616236.000000 Penalty: 6191.902344
	Iteration 21Q: 3 clusters Score -3.161624e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 263610 members 
Entering Unmasked Estep 
Score: -31616238.000000 Penalty: 6191.902344
	Iteration 22Q: 3 clusters Score -3.161624e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 263610 members 
Entering Unmasked Estep 
Score: -31616250.000000 Penalty: 6191.902344
	Iteration 23Q: 3 clusters Score -3.161625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 263610 members 
Entering Unmasked Estep 
Score: -31616240.000000 Penalty: 6191.902344
	Iteration 24Q: 3 clusters Score -3.161624e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 263616 members 
Entering Unmasked Estep 
Score: -31616264.000000 Penalty: 6191.902344
	Iteration 25Q: 3 clusters Score -3.161626e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 263617 members 
Entering Unmasked Estep 
Score: -31616268.000000 Penalty: 6191.902344
	Iteration 26Q: 3 clusters Score -3.161627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 263618 members 
Entering Unmasked Estep 
Score: -31616272.000000 Penalty: 6191.902344
	Iteration 27Q: 3 clusters Score -3.161627e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 263619 members 
Entering Unmasked Estep 
Score: -31616288.000000 Penalty: 6191.902344
	Iteration 28Q: 3 clusters Score -3.161629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 263619 members 
Entering Unmasked Estep 
Score: -31616290.000000 Penalty: 6191.902344
	Iteration 29Q: 3 clusters Score -3.161629e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 263619 members 
Entering Unmasked Estep 
Score: -31616292.000000 Penalty: 6191.902344
	Iteration 30Q: 3 clusters Score -3.161629e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 263618 members 
Entering Unmasked Estep 
Score: -31616278.000000 Penalty: 6191.902344
	Iteration 31Q: 3 clusters Score -3.161628e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 263617 members 
Entering Unmasked Estep 
Score: -31616278.000000 Penalty: 6191.902344
	Iteration 32Q: 3 clusters Score -3.161628e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 263617 members 
Entering Unmasked Estep 
Score: -31616278.000000 Penalty: 6191.902344
	Iteration 33F: 3 clusters Score -3.161628e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Entering Unmasked Estep 
Score: -2208775.250000 Penalty: 2433.546387
	Iteration 0F: 2 clusters Score -2208775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -2195798.500000 Penalty: 4867.092773
	Iteration 0F: 3 clusters Score -2195798 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2199942.250000 Penalty: 4867.092773
	Iteration 1F: 3 clusters Score -2199942 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -2200330.000000 Penalty: 4867.092773
	Iteration 2F: 3 clusters Score -2200330 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2200645.500000 Penalty: 4867.092773
	Iteration 3Q: 3 clusters Score -2200646 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2200949.000000 Penalty: 4867.092773
	Iteration 4Q: 3 clusters Score -2200949 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -2201300.250000 Penalty: 4867.092773
	Iteration 5Q: 3 clusters Score -2201300 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -2201680.750000 Penalty: 4867.092773
	Iteration 6Q: 3 clusters Score -2201681 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2202074.750000 Penalty: 4867.092773
	Iteration 7Q: 3 clusters Score -2202075 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -2202600.000000 Penalty: 4867.092773
	Iteration 8Q: 3 clusters Score -2202600 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -2203203.000000 Penalty: 4867.092773
	Iteration 9Q: 3 clusters Score -2203203 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2203937.000000 Penalty: 4867.092773
	Iteration 10F: 3 clusters Score -2203937 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15904 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2204678.500000 Penalty: 4867.092773
	Iteration 11Q: 3 clusters Score -2204678 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2205347.250000 Penalty: 4867.092773
	Iteration 12Q: 3 clusters Score -2205347 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2205847.250000 Penalty: 4867.092773
	Iteration 13Q: 3 clusters Score -2205847 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -2206145.750000 Penalty: 4867.092773
	Iteration 14Q: 3 clusters Score -2206146 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -2206334.250000 Penalty: 4867.092773
	Iteration 15Q: 3 clusters Score -2206334 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -2206467.250000 Penalty: 4867.092773
	Iteration 16Q: 3 clusters Score -2206467 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -2206541.500000 Penalty: 4867.092773
	Iteration 17Q: 3 clusters Score -2206542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -2206579.750000 Penalty: 4867.092773
	Iteration 18Q: 3 clusters Score -2206580 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -2206603.250000 Penalty: 4867.092773
	Iteration 19Q: 3 clusters Score -2206603 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -2206620.500000 Penalty: 4867.092773
	Iteration 20F: 3 clusters Score -2206620 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -2206635.750000 Penalty: 4867.092773
	Iteration 21Q: 3 clusters Score -2206636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2206646.000000 Penalty: 4867.092773
	Iteration 22Q: 3 clusters Score -2206646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -2206650.750000 Penalty: 4867.092773
	Iteration 23Q: 3 clusters Score -2206651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -2206656.500000 Penalty: 4867.092773
	Iteration 24Q: 3 clusters Score -2206656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -2206659.000000 Penalty: 4867.092773
	Iteration 25Q: 3 clusters Score -2206659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -2206664.500000 Penalty: 4867.092773
	Iteration 26Q: 3 clusters Score -2206664 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -2206665.500000 Penalty: 4867.092773
	Iteration 27Q: 3 clusters Score -2206666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -2206670.500000 Penalty: 4867.092773
	Iteration 28Q: 3 clusters Score -2206670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2206681.000000 Penalty: 4867.092773
	Iteration 29Q: 3 clusters Score -2206681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2206684.750000 Penalty: 4867.092773
	Iteration 30Q: 3 clusters Score -2206685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -2206684.750000 Penalty: 4867.092773
	Iteration 31F: 3 clusters Score -2206685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180326 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46219 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166125 members 
Mstep: Class 17 contains 263992 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107144.000000 Penalty: 26657.613281
Iteration 119Q: 9 clusters Score -8.110714e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180323 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 10 contains 46222 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166125 members 
Mstep: Class 17 contains 263992 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107176.000000 Penalty: 26657.613281
Iteration 120F: 9 clusters Score -8.110718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180324 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46223 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166124 members 
Mstep: Class 17 contains 263992 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107224.000000 Penalty: 26657.613281
Iteration 121Q: 9 clusters Score -8.110722e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180326 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46224 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166122 members 
Mstep: Class 17 contains 263991 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107208.000000 Penalty: 26657.613281
Iteration 122Q: 9 clusters Score -8.110721e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180322 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46228 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166127 members 
Mstep: Class 17 contains 263986 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107296.000000 Penalty: 26657.613281
Iteration 123Q: 9 clusters Score -8.11073e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180319 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46234 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166128 members 
Mstep: Class 17 contains 263982 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107280.000000 Penalty: 26657.613281
Iteration 124Q: 9 clusters Score -8.110728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180310 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46233 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166134 members 
Mstep: Class 17 contains 263985 members 
Mstep: Class 21 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 125Q: 9 clusters Score -8.110726e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180297 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 10 contains 46234 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166134 members 
Mstep: Class 17 contains 263997 members 
Mstep: Class 21 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107192.000000 Penalty: 26657.613281
Iteration 126Q: 9 clusters Score -8.110719e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180292 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 10 contains 46234 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166136 members 
Mstep: Class 17 contains 264001 members 
Mstep: Class 21 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107224.000000 Penalty: 26657.613281
Iteration 127Q: 9 clusters Score -8.110722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180298 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166137 members 
Mstep: Class 17 contains 263994 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107216.000000 Penalty: 26657.613281
Iteration 128Q: 9 clusters Score -8.110722e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180297 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166135 members 
Mstep: Class 17 contains 263995 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107208.000000 Penalty: 26657.613281
Iteration 129Q: 9 clusters Score -8.110721e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180309 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46237 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166130 members 
Mstep: Class 17 contains 263989 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 130Q: 9 clusters Score -8.110726e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180311 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46237 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166133 members 
Mstep: Class 17 contains 263984 members 
Mstep: Class 21 contains 18264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107240.000000 Penalty: 26657.613281
Iteration 131Q: 9 clusters Score -8.110724e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180292 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166137 members 
Mstep: Class 17 contains 263999 members 
Mstep: Class 21 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107224.000000 Penalty: 26657.613281
Iteration 132Q: 9 clusters Score -8.110722e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180279 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46235 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166143 members 
Mstep: Class 17 contains 264007 members 
Mstep: Class 21 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107240.000000 Penalty: 26657.613281
Iteration 133Q: 9 clusters Score -8.110724e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180277 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46235 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166149 members 
Mstep: Class 17 contains 264003 members 
Mstep: Class 21 contains 18265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107248.000000 Penalty: 26657.613281
Iteration 134Q: 9 clusters Score -8.110725e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180270 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166152 members 
Mstep: Class 17 contains 264005 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107296.000000 Penalty: 26657.613281
Iteration 135Q: 9 clusters Score -8.11073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180267 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166155 members 
Mstep: Class 17 contains 264005 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 136Q: 9 clusters Score -8.110723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180266 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166160 members 
Mstep: Class 17 contains 264001 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 137Q: 9 clusters Score -8.110726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180271 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166157 members 
Mstep: Class 17 contains 263999 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 138Q: 9 clusters Score -8.110728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180275 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166161 members 
Mstep: Class 17 contains 263991 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107216.000000 Penalty: 26657.613281
Iteration 139Q: 9 clusters Score -8.110722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180277 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166166 members 
Mstep: Class 17 contains 263984 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 140F: 9 clusters Score -8.110727e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180277 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166167 members 
Mstep: Class 17 contains 263983 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 141Q: 9 clusters Score -8.11073e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180278 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166166 members 
Mstep: Class 17 contains 263983 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 142Q: 9 clusters Score -8.110727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180281 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166163 members 
Mstep: Class 17 contains 263983 members 
Mstep: Class 21 contains 18266 members 
Entering Unmasked Estep 
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Iteration 143Q: 9 clusters Score -8.11073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180277 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 10 contains 46236 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166171 members 
Mstep: Class 17 contains 263978 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 144Q: 9 clusters Score -8.110728e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180277 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 10 contains 46237 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166173 members 
Mstep: Class 17 contains 263975 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 145Q: 9 clusters Score -8.11073e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180272 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166173 members 
Mstep: Class 17 contains 263979 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 146Q: 9 clusters Score -8.11073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180273 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166169 members 
Mstep: Class 17 contains 263982 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 147Q: 9 clusters Score -8.110726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180273 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166174 members 
Mstep: Class 17 contains 263977 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
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Iteration 148Q: 9 clusters Score -8.110726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180266 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166180 members 
Mstep: Class 17 contains 263978 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107280.000000 Penalty: 26657.613281
Iteration 149Q: 9 clusters Score -8.110728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180266 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166180 members 
Mstep: Class 17 contains 263978 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
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Iteration 150Q: 9 clusters Score -8.11073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180268 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166181 members 
Mstep: Class 17 contains 263975 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107296.000000 Penalty: 26657.613281
Iteration 151Q: 9 clusters Score -8.11073e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180270 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166184 members 
Mstep: Class 17 contains 263970 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107272.000000 Penalty: 26657.613281
Iteration 152Q: 9 clusters Score -8.110727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180271 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166187 members 
Mstep: Class 17 contains 263966 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107312.000000 Penalty: 26657.613281
Iteration 153Q: 9 clusters Score -8.110731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180275 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166186 members 
Mstep: Class 17 contains 263964 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107320.000000 Penalty: 26657.613281
Iteration 154Q: 9 clusters Score -8.110732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180269 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166187 members 
Mstep: Class 17 contains 263969 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107296.000000 Penalty: 26657.613281
Iteration 155Q: 9 clusters Score -8.11073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180269 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166188 members 
Mstep: Class 17 contains 263968 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107296.000000 Penalty: 26657.613281
Iteration 156Q: 9 clusters Score -8.11073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180266 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46238 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166189 members 
Mstep: Class 17 contains 263970 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107272.000000 Penalty: 26657.613281
Iteration 157Q: 9 clusters Score -8.110727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180265 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166191 members 
Mstep: Class 17 contains 263968 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107256.000000 Penalty: 26657.613281
Iteration 158Q: 9 clusters Score -8.110726e+07 nChanged 7
Entering ConstructFrom: 
Score: -81107256.000000 Penalty: 26657.613281
Entering ConstructFrom: 
Trying to split cluster 2 (2368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Entering Unmasked Estep 
Score: -276808.968750 Penalty: 1926.910645
	Iteration 0F: 2 clusters Score -276809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -273936.562500 Penalty: 3853.821289
	Iteration 0F: 3 clusters Score -273936.6 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -274466.812500 Penalty: 3853.821289
	Iteration 1F: 3 clusters Score -274466.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -274627.906250 Penalty: 3853.821289
	Iteration 2F: 3 clusters Score -274627.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -274707.625000 Penalty: 3853.821289
	Iteration 3Q: 3 clusters Score -274707.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -274771.093750 Penalty: 3853.821289
	Iteration 4Q: 3 clusters Score -274771.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -274831.687500 Penalty: 3853.821289
	Iteration 5Q: 3 clusters Score -274831.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -274913.906250 Penalty: 3853.821289
	Iteration 6Q: 3 clusters Score -274913.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -274975.531250 Penalty: 3853.821289
	Iteration 7Q: 3 clusters Score -274975.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -275026.875000 Penalty: 3853.821289
	Iteration 8Q: 3 clusters Score -275026.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -275087.156250 Penalty: 3853.821289
	Iteration 9Q: 3 clusters Score -275087.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -275143.468750 Penalty: 3853.821289
	Iteration 10Q: 3 clusters Score -275143.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -275189.281250 Penalty: 3853.821289
	Iteration 11Q: 3 clusters Score -275189.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -275239.250000 Penalty: 3853.821289
	Iteration 12Q: 3 clusters Score -275239.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -275283.906250 Penalty: 3853.821289
	Iteration 13Q: 3 clusters Score -275283.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -275322.062500 Penalty: 3853.821289
	Iteration 14Q: 3 clusters Score -275322.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -275358.187500 Penalty: 3853.821289
	Iteration 15Q: 3 clusters Score -275358.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -275398.906250 Penalty: 3853.821289
	Iteration 16Q: 3 clusters Score -275398.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -275437.281250 Penalty: 3853.821289
	Iteration 17Q: 3 clusters Score -275437.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275479.906250 Penalty: 3853.821289
	Iteration 18Q: 3 clusters Score -275479.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -275519.593750 Penalty: 3853.821289
	Iteration 19Q: 3 clusters Score -275519.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -275562.500000 Penalty: 3853.821289
	Iteration 20F: 3 clusters Score -275562.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -275596.968750 Penalty: 3853.821289
	Iteration 21Q: 3 clusters Score -275597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -275619.937500 Penalty: 3853.821289
	Iteration 22Q: 3 clusters Score -275619.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -275642.343750 Penalty: 3853.821289
	Iteration 23Q: 3 clusters Score -275642.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -275657.375000 Penalty: 3853.821289
	Iteration 24Q: 3 clusters Score -275657.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -275668.156250 Penalty: 3853.821289
	Iteration 25Q: 3 clusters Score -275668.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -275676.593750 Penalty: 3853.821289
	Iteration 26Q: 3 clusters Score -275676.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -275684.718750 Penalty: 3853.821289
	Iteration 27Q: 3 clusters Score -275684.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -275688.968750 Penalty: 3853.821289
	Iteration 28Q: 3 clusters Score -275689 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -275694.312500 Penalty: 3853.821289
	Iteration 29Q: 3 clusters Score -275694.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275698.250000 Penalty: 3853.821289
	Iteration 30Q: 3 clusters Score -275698.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275702.687500 Penalty: 3853.821289
	Iteration 31Q: 3 clusters Score -275702.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -275706.625000 Penalty: 3853.821289
	Iteration 32Q: 3 clusters Score -275706.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -275707.406250 Penalty: 3853.821289
	Iteration 33Q: 3 clusters Score -275707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -275707.937500 Penalty: 3853.821289
	Iteration 34Q: 3 clusters Score -275707.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -275709.218750 Penalty: 3853.821289
	Iteration 35Q: 3 clusters Score -275709.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -275709.218750 Penalty: 3853.821289
	Iteration 36F: 3 clusters Score -275709.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180262 members 
Entering Unmasked Estep 
Score: -21666736.000000 Penalty: 3001.337158
	Iteration 0F: 2 clusters Score -2.166674e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89938 members 
Mstep: Class 2 contains 90324 members 
Entering Unmasked Estep 
Score: -21550106.000000 Penalty: 6002.674316
	Iteration 0F: 3 clusters Score -2.155011e+07 nChanged 86367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87693 members 
Mstep: Class 2 contains 92569 members 
Entering Unmasked Estep 
Score: -21600234.000000 Penalty: 6002.674316
	Iteration 1F: 3 clusters Score -2.160023e+07 nChanged 5312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 94207 members 
Entering Unmasked Estep 
Score: -21601486.000000 Penalty: 6002.674316
	Iteration 2Q: 3 clusters Score -2.160149e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83550 members 
Mstep: Class 2 contains 96712 members 
Entering Unmasked Estep 
Score: -21603250.000000 Penalty: 6002.674316
	Iteration 3Q: 3 clusters Score -2.160325e+07 nChanged 6950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79878 members 
Mstep: Class 2 contains 100384 members 
Entering Unmasked Estep 
Score: -21605796.000000 Penalty: 6002.674316
	Iteration 4Q: 3 clusters Score -2.16058e+07 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74663 members 
Mstep: Class 2 contains 105599 members 
Entering Unmasked Estep 
Score: -21610332.000000 Penalty: 6002.674316
	Iteration 5Q: 3 clusters Score -2.161033e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67806 members 
Mstep: Class 2 contains 112456 members 
Entering Unmasked Estep 
Score: -21617124.000000 Penalty: 6002.674316
	Iteration 6F: 3 clusters Score -2.161712e+07 nChanged 11781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 120363 members 
Entering Unmasked Estep 
Score: -21626122.000000 Penalty: 6002.674316
	Iteration 7F: 3 clusters Score -2.162612e+07 nChanged 11791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 128006 members 
Entering Unmasked Estep 
Score: -21635638.000000 Penalty: 6002.674316
	Iteration 8F: 3 clusters Score -2.163564e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46072 members 
Mstep: Class 2 contains 134190 members 
Entering Unmasked Estep 
Score: -21643108.000000 Penalty: 6002.674316
	Iteration 9F: 3 clusters Score -2.164311e+07 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 138926 members 
Entering Unmasked Estep 
Score: -21648296.000000 Penalty: 6002.674316
	Iteration 10Q: 3 clusters Score -2.16483e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 142829 members 
Entering Unmasked Estep 
Score: -21651336.000000 Penalty: 6002.674316
	Iteration 11Q: 3 clusters Score -2.165134e+07 nChanged 4437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33878 members 
Mstep: Class 2 contains 146384 members 
Entering Unmasked Estep 
Score: -21653274.000000 Penalty: 6002.674316
	Iteration 12Q: 3 clusters Score -2.165327e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 149725 members 
Entering Unmasked Estep 
Score: -21654602.000000 Penalty: 6002.674316
	Iteration 13Q: 3 clusters Score -2.16546e+07 nChanged 3217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 152874 members 
Entering Unmasked Estep 
Score: -21655892.000000 Penalty: 6002.674316
	Iteration 14Q: 3 clusters Score -2.165589e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 155775 members 
Entering Unmasked Estep 
Score: -21656800.000000 Penalty: 6002.674316
	Iteration 15Q: 3 clusters Score -2.16568e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 158451 members 
Entering Unmasked Estep 
Score: -21657396.000000 Penalty: 6002.674316
	Iteration 16Q: 3 clusters Score -2.16574e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 160815 members 
Entering Unmasked Estep 
Score: -21658192.000000 Penalty: 6002.674316
	Iteration 17Q: 3 clusters Score -2.165819e+07 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 163028 members 
Entering Unmasked Estep 
Score: -21658788.000000 Penalty: 6002.674316
	Iteration 18Q: 3 clusters Score -2.165879e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 165091 members 
Entering Unmasked Estep 
Score: -21659586.000000 Penalty: 6002.674316
	Iteration 19Q: 3 clusters Score -2.165959e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 166915 members 
Entering Unmasked Estep 
Score: -21660332.000000 Penalty: 6002.674316
	Iteration 20F: 3 clusters Score -2.166033e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 168545 members 
Entering Unmasked Estep 
Score: -21660964.000000 Penalty: 6002.674316
	Iteration 21Q: 3 clusters Score -2.166096e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 170063 members 
Entering Unmasked Estep 
Score: -21661522.000000 Penalty: 6002.674316
	Iteration 22Q: 3 clusters Score -2.166152e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 171402 members 
Entering Unmasked Estep 
Score: -21661994.000000 Penalty: 6002.674316
	Iteration 23Q: 3 clusters Score -2.166199e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 172579 members 
Entering Unmasked Estep 
Score: -21662418.000000 Penalty: 6002.674316
	Iteration 24Q: 3 clusters Score -2.166242e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 173563 members 
Entering Unmasked Estep 
Score: -21662678.000000 Penalty: 6002.674316
	Iteration 25Q: 3 clusters Score -2.166268e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 174402 members 
Entering Unmasked Estep 
Score: -21663090.000000 Penalty: 6002.674316
	Iteration 26Q: 3 clusters Score -2.166309e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 175108 members 
Entering Unmasked Estep 
Score: -21663324.000000 Penalty: 6002.674316
	Iteration 27Q: 3 clusters Score -2.166332e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 175700 members 
Entering Unmasked Estep 
Score: -21663510.000000 Penalty: 6002.674316
	Iteration 28Q: 3 clusters Score -2.166351e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 176209 members 
Entering Unmasked Estep 
Score: -21663750.000000 Penalty: 6002.674316
	Iteration 29Q: 3 clusters Score -2.166375e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -21663898.000000 Penalty: 6002.674316
	Iteration 30Q: 3 clusters Score -2.16639e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 176918 members 
Entering Unmasked Estep 
Score: -21663996.000000 Penalty: 6002.674316
	Iteration 31Q: 3 clusters Score -2.1664e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 177165 members 
Entering Unmasked Estep 
Score: -21664102.000000 Penalty: 6002.674316
	Iteration 32Q: 3 clusters Score -2.16641e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 177368 members 
Entering Unmasked Estep 
Score: -21664152.000000 Penalty: 6002.674316
	Iteration 33Q: 3 clusters Score -2.166415e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 177519 members 
Entering Unmasked Estep 
Score: -21664174.000000 Penalty: 6002.674316
	Iteration 34Q: 3 clusters Score -2.166417e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 177641 members 
Entering Unmasked Estep 
Score: -21664208.000000 Penalty: 6002.674316
	Iteration 35Q: 3 clusters Score -2.166421e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 177745 members 
Entering Unmasked Estep 
Score: -21664214.000000 Penalty: 6002.674316
	Iteration 36Q: 3 clusters Score -2.166421e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 177826 members 
Entering Unmasked Estep 
Score: -21664228.000000 Penalty: 6002.674316
	Iteration 37Q: 3 clusters Score -2.166423e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 177909 members 
Entering Unmasked Estep 
Score: -21664238.000000 Penalty: 6002.674316
	Iteration 38Q: 3 clusters Score -2.166424e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 177987 members 
Entering Unmasked Estep 
Score: -21664234.000000 Penalty: 6002.674316
	Iteration 39Q: 3 clusters Score -2.166423e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 178077 members 
Entering Unmasked Estep 
Score: -21664290.000000 Penalty: 6002.674316
	Iteration 40F: 3 clusters Score -2.166429e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 178140 members 
Entering Unmasked Estep 
Score: -21664302.000000 Penalty: 6002.674316
	Iteration 41Q: 3 clusters Score -2.16643e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 178201 members 
Entering Unmasked Estep 
Score: -21664296.000000 Penalty: 6002.674316
	Iteration 42Q: 3 clusters Score -2.16643e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 178262 members 
Entering Unmasked Estep 
Score: -21664320.000000 Penalty: 6002.674316
	Iteration 43Q: 3 clusters Score -2.166432e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 178308 members 
Entering Unmasked Estep 
Score: -21664342.000000 Penalty: 6002.674316
	Iteration 44Q: 3 clusters Score -2.166434e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 178350 members 
Entering Unmasked Estep 
Score: -21664332.000000 Penalty: 6002.674316
	Iteration 45Q: 3 clusters Score -2.166433e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 178383 members 
Entering Unmasked Estep 
Score: -21664350.000000 Penalty: 6002.674316
	Iteration 46Q: 3 clusters Score -2.166435e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 178416 members 
Entering Unmasked Estep 
Score: -21664368.000000 Penalty: 6002.674316
	Iteration 47Q: 3 clusters Score -2.166437e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 178433 members 
Entering Unmasked Estep 
Score: -21664366.000000 Penalty: 6002.674316
	Iteration 48Q: 3 clusters Score -2.166437e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 178457 members 
Entering Unmasked Estep 
Score: -21664372.000000 Penalty: 6002.674316
	Iteration 49Q: 3 clusters Score -2.166437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 178477 members 
Entering Unmasked Estep 
Score: -21664368.000000 Penalty: 6002.674316
	Iteration 50Q: 3 clusters Score -2.166437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 178491 members 
Entering Unmasked Estep 
Score: -21664384.000000 Penalty: 6002.674316
	Iteration 51Q: 3 clusters Score -2.166438e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 178509 members 
Entering Unmasked Estep 
Score: -21664404.000000 Penalty: 6002.674316
	Iteration 52Q: 3 clusters Score -2.16644e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 178529 members 
Entering Unmasked Estep 
Score: -21664424.000000 Penalty: 6002.674316
	Iteration 53Q: 3 clusters Score -2.166442e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 178551 members 
Entering Unmasked Estep 
Score: -21664418.000000 Penalty: 6002.674316
	Iteration 54Q: 3 clusters Score -2.166442e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 178566 members 
Entering Unmasked Estep 
Score: -21664434.000000 Penalty: 6002.674316
	Iteration 55Q: 3 clusters Score -2.166443e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 178576 members 
Entering Unmasked Estep 
Score: -21664428.000000 Penalty: 6002.674316
	Iteration 56Q: 3 clusters Score -2.166443e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 178599 members 
Entering Unmasked Estep 
Score: -21664432.000000 Penalty: 6002.674316
	Iteration 57Q: 3 clusters Score -2.166443e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 178612 members 
Entering Unmasked Estep 
Score: -21664438.000000 Penalty: 6002.674316
	Iteration 58Q: 3 clusters Score -2.166444e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 178630 members 
Entering Unmasked Estep 
Score: -21664456.000000 Penalty: 6002.674316
	Iteration 59Q: 3 clusters Score -2.166446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 178645 members 
Entering Unmasked Estep 
Score: -21664460.000000 Penalty: 6002.674316
	Iteration 60F: 3 clusters Score -2.166446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 178660 members 
Entering Unmasked Estep 
Score: -21664470.000000 Penalty: 6002.674316
	Iteration 61Q: 3 clusters Score -2.166447e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 178675 members 
Entering Unmasked Estep 
Score: -21664478.000000 Penalty: 6002.674316
	Iteration 62Q: 3 clusters Score -2.166448e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 178687 members 
Entering Unmasked Estep 
Score: -21664480.000000 Penalty: 6002.674316
	Iteration 63Q: 3 clusters Score -2.166448e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 178698 members 
Entering Unmasked Estep 
Score: -21664486.000000 Penalty: 6002.674316
	Iteration 64Q: 3 clusters Score -2.166449e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 178704 members 
Entering Unmasked Estep 
Score: -21664496.000000 Penalty: 6002.674316
	Iteration 65Q: 3 clusters Score -2.16645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 178706 members 
Entering Unmasked Estep 
Score: -21664494.000000 Penalty: 6002.674316
	Iteration 66Q: 3 clusters Score -2.166449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 178708 members 
Entering Unmasked Estep 
Score: -21664492.000000 Penalty: 6002.674316
	Iteration 67Q: 3 clusters Score -2.166449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 178712 members 
Entering Unmasked Estep 
Score: -21664492.000000 Penalty: 6002.674316
	Iteration 68Q: 3 clusters Score -2.166449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 178713 members 
Entering Unmasked Estep 
Score: -21664474.000000 Penalty: 6002.674316
	Iteration 69Q: 3 clusters Score -2.166447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 178715 members 
Entering Unmasked Estep 
Score: -21664484.000000 Penalty: 6002.674316
	Iteration 70Q: 3 clusters Score -2.166448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 178716 members 
Entering Unmasked Estep 
Score: -21664492.000000 Penalty: 6002.674316
	Iteration 71Q: 3 clusters Score -2.166449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 178716 members 
Entering Unmasked Estep 
Score: -21664492.000000 Penalty: 6002.674316
	Iteration 72F: 3 clusters Score -2.166449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -287211.343750 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -287211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -284314.562500 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -284314.6 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -285493.843750 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -285493.8 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -286735.468750 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -286735.5 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -287582.875000 Penalty: 3907.188965
	Iteration 3F: 3 clusters Score -287582.9 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -287888.593750 Penalty: 3907.188965
	Iteration 4F: 3 clusters Score -287888.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -287965.875000 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -287965.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -287984.937500 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -287984.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -287995.625000 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -287995.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -287999.843750 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -287999.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -288002.750000 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -288002.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -288004.593750 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -288004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -288005.843750 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -288005.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -288006.062500 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -288006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -288006.062500 Penalty: 3907.188965
	Iteration 13F: 3 clusters Score -288006.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180262 members 
Mstep: Class 8 contains 2111 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166190 members 
Mstep: Class 17 contains 263972 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
Score: -81106968.000000 Penalty: 29989.816406
Splitting cluster 8 changes total score from -81107256.000000 to -81106968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46239 members 
Entering Unmasked Estep 
Score: -5424873.500000 Penalty: 2663.911621
	Iteration 0F: 2 clusters Score -5424874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -5393685.000000 Penalty: 5327.823242
	Iteration 0F: 3 clusters Score -5393685 nChanged 21230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 23746 members 
Entering Unmasked Estep 
Score: -5405314.500000 Penalty: 5327.823242
	Iteration 1F: 3 clusters Score -5405314 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -5405813.500000 Penalty: 5327.823242
	Iteration 2Q: 3 clusters Score -5405814 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -5406314.500000 Penalty: 5327.823242
	Iteration 3Q: 3 clusters Score -5406314 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -5406934.500000 Penalty: 5327.823242
	Iteration 4Q: 3 clusters Score -5406934 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -5407759.500000 Penalty: 5327.823242
	Iteration 5Q: 3 clusters Score -5407760 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -5408912.000000 Penalty: 5327.823242
	Iteration 6F: 3 clusters Score -5408912 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -5410519.000000 Penalty: 5327.823242
	Iteration 7F: 3 clusters Score -5410519 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 34380 members 
Entering Unmasked Estep 
Score: -5412786.000000 Penalty: 5327.823242
	Iteration 8F: 3 clusters Score -5412786 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -5415291.500000 Penalty: 5327.823242
	Iteration 9F: 3 clusters Score -5415292 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 40467 members 
Entering Unmasked Estep 
Score: -5417763.000000 Penalty: 5327.823242
	Iteration 10F: 3 clusters Score -5417763 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -5419801.000000 Penalty: 5327.823242
	Iteration 11Q: 3 clusters Score -5419801 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 44227 members 
Entering Unmasked Estep 
Score: -5421176.500000 Penalty: 5327.823242
	Iteration 12Q: 3 clusters Score -5421176 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -5421975.500000 Penalty: 5327.823242
	Iteration 13Q: 3 clusters Score -5421976 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 45393 members 
Entering Unmasked Estep 
Score: -5422316.000000 Penalty: 5327.823242
	Iteration 14Q: 3 clusters Score -5422316 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45550 members 
Entering Unmasked Estep 
Score: -5422521.000000 Penalty: 5327.823242
	Iteration 15Q: 3 clusters Score -5422521 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -5422610.000000 Penalty: 5327.823242
	Iteration 16Q: 3 clusters Score -5422610 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 45647 members 
Entering Unmasked Estep 
Score: -5422693.000000 Penalty: 5327.823242
	Iteration 17Q: 3 clusters Score -5422693 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 45665 members 
Entering Unmasked Estep 
Score: -5422758.000000 Penalty: 5327.823242
	Iteration 18Q: 3 clusters Score -5422758 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5422793.500000 Penalty: 5327.823242
	Iteration 19Q: 3 clusters Score -5422794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -5422845.500000 Penalty: 5327.823242
	Iteration 20F: 3 clusters Score -5422846 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5422878.000000 Penalty: 5327.823242
	Iteration 21Q: 3 clusters Score -5422878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5422906.000000 Penalty: 5327.823242
	Iteration 22Q: 3 clusters Score -5422906 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 45669 members 
Entering Unmasked Estep 
Score: -5422922.000000 Penalty: 5327.823242
	Iteration 23Q: 3 clusters Score -5422922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -5422941.000000 Penalty: 5327.823242
	Iteration 24Q: 3 clusters Score -5422941 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -5422963.500000 Penalty: 5327.823242
	Iteration 25Q: 3 clusters Score -5422964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -5422985.000000 Penalty: 5327.823242
	Iteration 26Q: 3 clusters Score -5422985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -5422998.000000 Penalty: 5327.823242
	Iteration 27Q: 3 clusters Score -5422998 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45672 members 
Entering Unmasked Estep 
Score: -5423002.500000 Penalty: 5327.823242
	Iteration 28Q: 3 clusters Score -5423002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -5423018.000000 Penalty: 5327.823242
	Iteration 29Q: 3 clusters Score -5423018 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5423027.000000 Penalty: 5327.823242
	Iteration 30Q: 3 clusters Score -5423027 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5423031.500000 Penalty: 5327.823242
	Iteration 31Q: 3 clusters Score -5423032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5423034.500000 Penalty: 5327.823242
	Iteration 32Q: 3 clusters Score -5423034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 45676 members 
Entering Unmasked Estep 
Score: -5423034.000000 Penalty: 5327.823242
	Iteration 33Q: 3 clusters Score -5423034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 45674 members 
Entering Unmasked Estep 
Score: -5423034.000000 Penalty: 5327.823242
	Iteration 34Q: 3 clusters Score -5423034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -5423037.500000 Penalty: 5327.823242
	Iteration 35Q: 3 clusters Score -5423038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 45678 members 
Entering Unmasked Estep 
Score: -5423046.500000 Penalty: 5327.823242
	Iteration 36Q: 3 clusters Score -5423046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5423052.000000 Penalty: 5327.823242
	Iteration 37Q: 3 clusters Score -5423052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5423050.500000 Penalty: 5327.823242
	Iteration 38Q: 3 clusters Score -5423050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -5423046.500000 Penalty: 5327.823242
	Iteration 39Q: 3 clusters Score -5423046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -5423050.000000 Penalty: 5327.823242
	Iteration 40F: 3 clusters Score -5423050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -5423049.000000 Penalty: 5327.823242
	Iteration 41Q: 3 clusters Score -5423049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -5423049.000000 Penalty: 5327.823242
	Iteration 42F: 3 clusters Score -5423049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -512725.406250 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -512725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -508558.875000 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -508558.9 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -509501.500000 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -509501.5 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -509783.250000 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -509783.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -510041.656250 Penalty: 4166.949707
	Iteration 3F: 3 clusters Score -510041.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -510239.031250 Penalty: 4166.949707
	Iteration 4F: 3 clusters Score -510239 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -510427.343750 Penalty: 4166.949707
	Iteration 5F: 3 clusters Score -510427.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -510608.062500 Penalty: 4166.949707
	Iteration 6F: 3 clusters Score -510608.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -510759.718750 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -510759.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -510889.656250 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -510889.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -510996.343750 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -510996.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -511090.031250 Penalty: 4166.949707
	Iteration 10Q: 3 clusters Score -511090 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -511171.937500 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -511171.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -511249.281250 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -511249.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -511288.750000 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -511288.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -511319.937500 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -511319.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -511346.750000 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -511346.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -511364.062500 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -511364.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -511382.812500 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -511382.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -511397.593750 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -511397.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -511411.812500 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -511411.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -511424.312500 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -511424.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -511435.375000 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -511435.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -511444.625000 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -511444.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -511454.625000 Penalty: 4166.949707
	Iteration 23Q: 3 clusters Score -511454.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -511461.031250 Penalty: 4166.949707
	Iteration 24Q: 3 clusters Score -511461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -511464.250000 Penalty: 4166.949707
	Iteration 25Q: 3 clusters Score -511464.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -511469.093750 Penalty: 4166.949707
	Iteration 26Q: 3 clusters Score -511469.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -511472.656250 Penalty: 4166.949707
	Iteration 27Q: 3 clusters Score -511472.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -511473.250000 Penalty: 4166.949707
	Iteration 28Q: 3 clusters Score -511473.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -511475.187500 Penalty: 4166.949707
	Iteration 29Q: 3 clusters Score -511475.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -511478.500000 Penalty: 4166.949707
	Iteration 30Q: 3 clusters Score -511478.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -511480.312500 Penalty: 4166.949707
	Iteration 31Q: 3 clusters Score -511480.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -511480.406250 Penalty: 4166.949707
	Iteration 32Q: 3 clusters Score -511480.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -511481.875000 Penalty: 4166.949707
	Iteration 33Q: 3 clusters Score -511481.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -511481.875000 Penalty: 4166.949707
	Iteration 34F: 3 clusters Score -511481.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (166190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166190 members 
Entering Unmasked Estep 
Score: -20097230.000000 Penalty: 2981.180176
	Iteration 0F: 2 clusters Score -2.009723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83045 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -19989714.000000 Penalty: 5962.360352
	Iteration 0F: 3 clusters Score -1.998971e+07 nChanged 79520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83319 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -20036028.000000 Penalty: 5962.360352
	Iteration 1F: 3 clusters Score -2.003603e+07 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83560 members 
Mstep: Class 2 contains 82630 members 
Entering Unmasked Estep 
Score: -20037078.000000 Penalty: 5962.360352
	Iteration 2Q: 3 clusters Score -2.003708e+07 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83900 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -20038282.000000 Penalty: 5962.360352
	Iteration 3Q: 3 clusters Score -2.003828e+07 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84227 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -20039916.000000 Penalty: 5962.360352
	Iteration 4Q: 3 clusters Score -2.003992e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84446 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -20042804.000000 Penalty: 5962.360352
	Iteration 5Q: 3 clusters Score -2.00428e+07 nChanged 8013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84507 members 
Mstep: Class 2 contains 81683 members 
Entering Unmasked Estep 
Score: -20047436.000000 Penalty: 5962.360352
	Iteration 6Q: 3 clusters Score -2.004744e+07 nChanged 9954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84165 members 
Mstep: Class 2 contains 82025 members 
Entering Unmasked Estep 
Score: -20054516.000000 Penalty: 5962.360352
	Iteration 7F: 3 clusters Score -2.005452e+07 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83453 members 
Mstep: Class 2 contains 82737 members 
Entering Unmasked Estep 
Score: -20064206.000000 Penalty: 5962.360352
	Iteration 8F: 3 clusters Score -2.006421e+07 nChanged 11563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82594 members 
Mstep: Class 2 contains 83596 members 
Entering Unmasked Estep 
Score: -20071874.000000 Penalty: 5962.360352
	Iteration 9F: 3 clusters Score -2.007187e+07 nChanged 8600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82056 members 
Mstep: Class 2 contains 84134 members 
Entering Unmasked Estep 
Score: -20075652.000000 Penalty: 5962.360352
	Iteration 10F: 3 clusters Score -2.007565e+07 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81677 members 
Mstep: Class 2 contains 84513 members 
Entering Unmasked Estep 
Score: -20076838.000000 Penalty: 5962.360352
	Iteration 11Q: 3 clusters Score -2.007684e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81247 members 
Mstep: Class 2 contains 84943 members 
Entering Unmasked Estep 
Score: -20077306.000000 Penalty: 5962.360352
	Iteration 12Q: 3 clusters Score -2.007731e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80679 members 
Mstep: Class 2 contains 85511 members 
Entering Unmasked Estep 
Score: -20077508.000000 Penalty: 5962.360352
	Iteration 13Q: 3 clusters Score -2.007751e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79999 members 
Mstep: Class 2 contains 86191 members 
Entering Unmasked Estep 
Score: -20077872.000000 Penalty: 5962.360352
	Iteration 14Q: 3 clusters Score -2.007787e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 86988 members 
Entering Unmasked Estep 
Score: -20078154.000000 Penalty: 5962.360352
	Iteration 15Q: 3 clusters Score -2.007815e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78242 members 
Mstep: Class 2 contains 87948 members 
Entering Unmasked Estep 
Score: -20078640.000000 Penalty: 5962.360352
	Iteration 16Q: 3 clusters Score -2.007864e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77101 members 
Mstep: Class 2 contains 89089 members 
Entering Unmasked Estep 
Score: -20079102.000000 Penalty: 5962.360352
	Iteration 17Q: 3 clusters Score -2.00791e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75807 members 
Mstep: Class 2 contains 90383 members 
Entering Unmasked Estep 
Score: -20079622.000000 Penalty: 5962.360352
	Iteration 18Q: 3 clusters Score -2.007962e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -20080010.000000 Penalty: 5962.360352
	Iteration 19Q: 3 clusters Score -2.008001e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72865 members 
Mstep: Class 2 contains 93325 members 
Entering Unmasked Estep 
Score: -20080740.000000 Penalty: 5962.360352
	Iteration 20F: 3 clusters Score -2.008074e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71199 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -20081310.000000 Penalty: 5962.360352
	Iteration 21Q: 3 clusters Score -2.008131e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 96696 members 
Entering Unmasked Estep 
Score: -20082168.000000 Penalty: 5962.360352
	Iteration 22Q: 3 clusters Score -2.008217e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67734 members 
Mstep: Class 2 contains 98456 members 
Entering Unmasked Estep 
Score: -20082970.000000 Penalty: 5962.360352
	Iteration 23Q: 3 clusters Score -2.008297e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66095 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -20083612.000000 Penalty: 5962.360352
	Iteration 24Q: 3 clusters Score -2.008361e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64499 members 
Mstep: Class 2 contains 101691 members 
Entering Unmasked Estep 
Score: -20084168.000000 Penalty: 5962.360352
	Iteration 25Q: 3 clusters Score -2.008417e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62932 members 
Mstep: Class 2 contains 103258 members 
Entering Unmasked Estep 
Score: -20084638.000000 Penalty: 5962.360352
	Iteration 26Q: 3 clusters Score -2.008464e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61389 members 
Mstep: Class 2 contains 104801 members 
Entering Unmasked Estep 
Score: -20084994.000000 Penalty: 5962.360352
	Iteration 27Q: 3 clusters Score -2.008499e+07 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59836 members 
Mstep: Class 2 contains 106354 members 
Entering Unmasked Estep 
Score: -20085308.000000 Penalty: 5962.360352
	Iteration 28Q: 3 clusters Score -2.008531e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58360 members 
Mstep: Class 2 contains 107830 members 
Entering Unmasked Estep 
Score: -20085652.000000 Penalty: 5962.360352
	Iteration 29Q: 3 clusters Score -2.008565e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56834 members 
Mstep: Class 2 contains 109356 members 
Entering Unmasked Estep 
Score: -20085902.000000 Penalty: 5962.360352
	Iteration 30Q: 3 clusters Score -2.00859e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55368 members 
Mstep: Class 2 contains 110822 members 
Entering Unmasked Estep 
Score: -20086258.000000 Penalty: 5962.360352
	Iteration 31Q: 3 clusters Score -2.008626e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53902 members 
Mstep: Class 2 contains 112288 members 
Entering Unmasked Estep 
Score: -20086452.000000 Penalty: 5962.360352
	Iteration 32Q: 3 clusters Score -2.008645e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 113784 members 
Entering Unmasked Estep 
Score: -20086732.000000 Penalty: 5962.360352
	Iteration 33Q: 3 clusters Score -2.008673e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50851 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -20087082.000000 Penalty: 5962.360352
	Iteration 34Q: 3 clusters Score -2.008708e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49257 members 
Mstep: Class 2 contains 116933 members 
Entering Unmasked Estep 
Score: -20087360.000000 Penalty: 5962.360352
	Iteration 35Q: 3 clusters Score -2.008736e+07 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47613 members 
Mstep: Class 2 contains 118577 members 
Entering Unmasked Estep 
Score: -20087666.000000 Penalty: 5962.360352
	Iteration 36Q: 3 clusters Score -2.008767e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45959 members 
Mstep: Class 2 contains 120231 members 
Entering Unmasked Estep 
Score: -20088060.000000 Penalty: 5962.360352
	Iteration 37Q: 3 clusters Score -2.008806e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44246 members 
Mstep: Class 2 contains 121944 members 
Entering Unmasked Estep 
Score: -20088382.000000 Penalty: 5962.360352
	Iteration 38Q: 3 clusters Score -2.008838e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 123656 members 
Entering Unmasked Estep 
Score: -20088668.000000 Penalty: 5962.360352
	Iteration 39Q: 3 clusters Score -2.008867e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 125306 members 
Entering Unmasked Estep 
Score: -20088990.000000 Penalty: 5962.360352
	Iteration 40F: 3 clusters Score -2.008899e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 127015 members 
Entering Unmasked Estep 
Score: -20089278.000000 Penalty: 5962.360352
	Iteration 41Q: 3 clusters Score -2.008928e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 128663 members 
Entering Unmasked Estep 
Score: -20089572.000000 Penalty: 5962.360352
	Iteration 42Q: 3 clusters Score -2.008957e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35907 members 
Mstep: Class 2 contains 130283 members 
Entering Unmasked Estep 
Score: -20089832.000000 Penalty: 5962.360352
	Iteration 43Q: 3 clusters Score -2.008983e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34272 members 
Mstep: Class 2 contains 131918 members 
Entering Unmasked Estep 
Score: -20090220.000000 Penalty: 5962.360352
	Iteration 44Q: 3 clusters Score -2.009022e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 133536 members 
Entering Unmasked Estep 
Score: -20090598.000000 Penalty: 5962.360352
	Iteration 45Q: 3 clusters Score -2.00906e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 135135 members 
Entering Unmasked Estep 
Score: -20091004.000000 Penalty: 5962.360352
	Iteration 46Q: 3 clusters Score -2.0091e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 136744 members 
Entering Unmasked Estep 
Score: -20091426.000000 Penalty: 5962.360352
	Iteration 47Q: 3 clusters Score -2.009143e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -20091736.000000 Penalty: 5962.360352
	Iteration 48Q: 3 clusters Score -2.009174e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26171 members 
Mstep: Class 2 contains 140019 members 
Entering Unmasked Estep 
Score: -20092198.000000 Penalty: 5962.360352
	Iteration 49Q: 3 clusters Score -2.00922e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24554 members 
Mstep: Class 2 contains 141636 members 
Entering Unmasked Estep 
Score: -20092736.000000 Penalty: 5962.360352
	Iteration 50Q: 3 clusters Score -2.009274e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 143197 members 
Entering Unmasked Estep 
Score: -20093166.000000 Penalty: 5962.360352
	Iteration 51Q: 3 clusters Score -2.009317e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 144760 members 
Entering Unmasked Estep 
Score: -20093622.000000 Penalty: 5962.360352
	Iteration 52Q: 3 clusters Score -2.009362e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 146293 members 
Entering Unmasked Estep 
Score: -20094042.000000 Penalty: 5962.360352
	Iteration 53Q: 3 clusters Score -2.009404e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 147700 members 
Entering Unmasked Estep 
Score: -20094406.000000 Penalty: 5962.360352
	Iteration 54Q: 3 clusters Score -2.009441e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 149056 members 
Entering Unmasked Estep 
Score: -20094706.000000 Penalty: 5962.360352
	Iteration 55Q: 3 clusters Score -2.009471e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15837 members 
Mstep: Class 2 contains 150353 members 
Entering Unmasked Estep 
Score: -20094874.000000 Penalty: 5962.360352
	Iteration 56Q: 3 clusters Score -2.009487e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 151546 members 
Entering Unmasked Estep 
Score: -20095066.000000 Penalty: 5962.360352
	Iteration 57Q: 3 clusters Score -2.009507e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 152664 members 
Entering Unmasked Estep 
Score: -20095242.000000 Penalty: 5962.360352
	Iteration 58Q: 3 clusters Score -2.009524e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12520 members 
Mstep: Class 2 contains 153670 members 
Entering Unmasked Estep 
Score: -20095312.000000 Penalty: 5962.360352
	Iteration 59Q: 3 clusters Score -2.009531e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 154598 members 
Entering Unmasked Estep 
Score: -20095486.000000 Penalty: 5962.360352
	Iteration 60F: 3 clusters Score -2.009549e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 155471 members 
Entering Unmasked Estep 
Score: -20095662.000000 Penalty: 5962.360352
	Iteration 61Q: 3 clusters Score -2.009566e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -20095776.000000 Penalty: 5962.360352
	Iteration 62Q: 3 clusters Score -2.009578e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 157011 members 
Entering Unmasked Estep 
Score: -20095816.000000 Penalty: 5962.360352
	Iteration 63Q: 3 clusters Score -2.009582e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -20095828.000000 Penalty: 5962.360352
	Iteration 64Q: 3 clusters Score -2.009583e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 158271 members 
Entering Unmasked Estep 
Score: -20095890.000000 Penalty: 5962.360352
	Iteration 65Q: 3 clusters Score -2.009589e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 158817 members 
Entering Unmasked Estep 
Score: -20095952.000000 Penalty: 5962.360352
	Iteration 66Q: 3 clusters Score -2.009595e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 159305 members 
Entering Unmasked Estep 
Score: -20095988.000000 Penalty: 5962.360352
	Iteration 67Q: 3 clusters Score -2.009599e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -20096026.000000 Penalty: 5962.360352
	Iteration 68Q: 3 clusters Score -2.009603e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 160064 members 
Entering Unmasked Estep 
Score: -20096080.000000 Penalty: 5962.360352
	Iteration 69Q: 3 clusters Score -2.009608e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 160391 members 
Entering Unmasked Estep 
Score: -20096106.000000 Penalty: 5962.360352
	Iteration 70Q: 3 clusters Score -2.009611e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 160709 members 
Entering Unmasked Estep 
Score: -20096082.000000 Penalty: 5962.360352
	Iteration 71Q: 3 clusters Score -2.009608e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 161026 members 
Entering Unmasked Estep 
Score: -20096034.000000 Penalty: 5962.360352
	Iteration 72Q: 3 clusters Score -2.009603e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4889 members 
Mstep: Class 2 contains 161301 members 
Entering Unmasked Estep 
Score: -20096026.000000 Penalty: 5962.360352
	Iteration 73Q: 3 clusters Score -2.009603e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 161545 members 
Entering Unmasked Estep 
Score: -20096002.000000 Penalty: 5962.360352
	Iteration 74Q: 3 clusters Score -2.0096e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -20095968.000000 Penalty: 5962.360352
	Iteration 75Q: 3 clusters Score -2.009597e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 161954 members 
Entering Unmasked Estep 
Score: -20095940.000000 Penalty: 5962.360352
	Iteration 76Q: 3 clusters Score -2.009594e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 162134 members 
Entering Unmasked Estep 
Score: -20095988.000000 Penalty: 5962.360352
	Iteration 77Q: 3 clusters Score -2.009599e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 162300 members 
Entering Unmasked Estep 
Score: -20095986.000000 Penalty: 5962.360352
	Iteration 78Q: 3 clusters Score -2.009599e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -20095950.000000 Penalty: 5962.360352
	Iteration 79Q: 3 clusters Score -2.009595e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 162600 members 
Entering Unmasked Estep 
Score: -20095944.000000 Penalty: 5962.360352
	Iteration 80F: 3 clusters Score -2.009594e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 162722 members 
Entering Unmasked Estep 
Score: -20095946.000000 Penalty: 5962.360352
	Iteration 81Q: 3 clusters Score -2.009595e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 162842 members 
Entering Unmasked Estep 
Score: -20095904.000000 Penalty: 5962.360352
	Iteration 82Q: 3 clusters Score -2.00959e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 162930 members 
Entering Unmasked Estep 
Score: -20095922.000000 Penalty: 5962.360352
	Iteration 83Q: 3 clusters Score -2.009592e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 163010 members 
Entering Unmasked Estep 
Score: -20095894.000000 Penalty: 5962.360352
	Iteration 84Q: 3 clusters Score -2.009589e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 163063 members 
Entering Unmasked Estep 
Score: -20095888.000000 Penalty: 5962.360352
	Iteration 85Q: 3 clusters Score -2.009589e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 163113 members 
Entering Unmasked Estep 
Score: -20095898.000000 Penalty: 5962.360352
	Iteration 86Q: 3 clusters Score -2.00959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 163162 members 
Entering Unmasked Estep 
Score: -20095926.000000 Penalty: 5962.360352
	Iteration 87Q: 3 clusters Score -2.009593e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 163224 members 
Entering Unmasked Estep 
Score: -20095906.000000 Penalty: 5962.360352
	Iteration 88Q: 3 clusters Score -2.009591e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 163288 members 
Entering Unmasked Estep 
Score: -20095900.000000 Penalty: 5962.360352
	Iteration 89Q: 3 clusters Score -2.00959e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 163344 members 
Entering Unmasked Estep 
Score: -20095904.000000 Penalty: 5962.360352
	Iteration 90Q: 3 clusters Score -2.00959e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 163404 members 
Entering Unmasked Estep 
Score: -20095898.000000 Penalty: 5962.360352
	Iteration 91Q: 3 clusters Score -2.00959e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 163462 members 
Entering Unmasked Estep 
Score: -20095886.000000 Penalty: 5962.360352
	Iteration 92Q: 3 clusters Score -2.009589e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 163505 members 
Entering Unmasked Estep 
Score: -20095894.000000 Penalty: 5962.360352
	Iteration 93Q: 3 clusters Score -2.009589e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 163540 members 
Entering Unmasked Estep 
Score: -20095888.000000 Penalty: 5962.360352
	Iteration 94Q: 3 clusters Score -2.009589e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 163558 members 
Entering Unmasked Estep 
Score: -20095884.000000 Penalty: 5962.360352
	Iteration 95Q: 3 clusters Score -2.009588e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 163574 members 
Entering Unmasked Estep 
Score: -20095868.000000 Penalty: 5962.360352
	Iteration 96Q: 3 clusters Score -2.009587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 163592 members 
Entering Unmasked Estep 
Score: -20095868.000000 Penalty: 5962.360352
	Iteration 97Q: 3 clusters Score -2.009587e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 163605 members 
Entering Unmasked Estep 
Score: -20095870.000000 Penalty: 5962.360352
	Iteration 98Q: 3 clusters Score -2.009587e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 163617 members 
Entering Unmasked Estep 
Score: -20095870.000000 Penalty: 5962.360352
	Iteration 99Q: 3 clusters Score -2.009587e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 163624 members 
Entering Unmasked Estep 
Score: -20095884.000000 Penalty: 5962.360352
	Iteration 100F: 3 clusters Score -2.009588e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 163634 members 
Entering Unmasked Estep 
Score: -20095850.000000 Penalty: 5962.360352
	Iteration 101Q: 3 clusters Score -2.009585e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 163645 members 
Entering Unmasked Estep 
Score: -20095850.000000 Penalty: 5962.360352
	Iteration 102Q: 3 clusters Score -2.009585e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 163658 members 
Entering Unmasked Estep 
Score: -20095848.000000 Penalty: 5962.360352
	Iteration 103Q: 3 clusters Score -2.009585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 163670 members 
Entering Unmasked Estep 
Score: -20095854.000000 Penalty: 5962.360352
	Iteration 104Q: 3 clusters Score -2.009585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -20095854.000000 Penalty: 5962.360352
	Iteration 105Q: 3 clusters Score -2.009585e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -20095864.000000 Penalty: 5962.360352
	Iteration 106Q: 3 clusters Score -2.009586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 163692 members 
Entering Unmasked Estep 
Score: -20095862.000000 Penalty: 5962.360352
	Iteration 107Q: 3 clusters Score -2.009586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 163699 members 
Entering Unmasked Estep 
Score: -20095834.000000 Penalty: 5962.360352
	Iteration 108Q: 3 clusters Score -2.009583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 163705 members 
Entering Unmasked Estep 
Score: -20095820.000000 Penalty: 5962.360352
	Iteration 109Q: 3 clusters Score -2.009582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 163709 members 
Entering Unmasked Estep 
Score: -20095826.000000 Penalty: 5962.360352
	Iteration 110Q: 3 clusters Score -2.009583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -20095818.000000 Penalty: 5962.360352
	Iteration 111Q: 3 clusters Score -2.009582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 163714 members 
Entering Unmasked Estep 
Score: -20095796.000000 Penalty: 5962.360352
	Iteration 112Q: 3 clusters Score -2.00958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 163719 members 
Entering Unmasked Estep 
Score: -20095796.000000 Penalty: 5962.360352
	Iteration 113Q: 3 clusters Score -2.00958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 163725 members 
Entering Unmasked Estep 
Score: -20095798.000000 Penalty: 5962.360352
	Iteration 114Q: 3 clusters Score -2.00958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 163731 members 
Entering Unmasked Estep 
Score: -20095796.000000 Penalty: 5962.360352
	Iteration 115Q: 3 clusters Score -2.00958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 163735 members 
Entering Unmasked Estep 
Score: -20095790.000000 Penalty: 5962.360352
	Iteration 116Q: 3 clusters Score -2.009579e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 163739 members 
Entering Unmasked Estep 
Score: -20095792.000000 Penalty: 5962.360352
	Iteration 117Q: 3 clusters Score -2.009579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 163749 members 
Entering Unmasked Estep 
Score: -20095776.000000 Penalty: 5962.360352
	Iteration 118Q: 3 clusters Score -2.009578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 163759 members 
Entering Unmasked Estep 
Score: -20095794.000000 Penalty: 5962.360352
	Iteration 119Q: 3 clusters Score -2.009579e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 163765 members 
Entering Unmasked Estep 
Score: -20095794.000000 Penalty: 5962.360352
	Iteration 120F: 3 clusters Score -2.009579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -20095796.000000 Penalty: 5962.360352
	Iteration 121Q: 3 clusters Score -2.00958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 163777 members 
Entering Unmasked Estep 
Score: -20095802.000000 Penalty: 5962.360352
	Iteration 122Q: 3 clusters Score -2.00958e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -20095786.000000 Penalty: 5962.360352
	Iteration 123Q: 3 clusters Score -2.009579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 163792 members 
Entering Unmasked Estep 
Score: -20095794.000000 Penalty: 5962.360352
	Iteration 124Q: 3 clusters Score -2.009579e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -20095806.000000 Penalty: 5962.360352
	Iteration 125Q: 3 clusters Score -2.009581e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 163807 members 
Entering Unmasked Estep 
Score: -20095816.000000 Penalty: 5962.360352
	Iteration 126Q: 3 clusters Score -2.009582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 163811 members 
Entering Unmasked Estep 
Score: -20095802.000000 Penalty: 5962.360352
	Iteration 127Q: 3 clusters Score -2.00958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 163813 members 
Entering Unmasked Estep 
Score: -20095824.000000 Penalty: 5962.360352
	Iteration 128Q: 3 clusters Score -2.009582e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 163816 members 
Entering Unmasked Estep 
Score: -20095804.000000 Penalty: 5962.360352
	Iteration 129Q: 3 clusters Score -2.00958e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 163820 members 
Entering Unmasked Estep 
Score: -20095796.000000 Penalty: 5962.360352
	Iteration 130Q: 3 clusters Score -2.00958e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 163823 members 
Entering Unmasked Estep 
Score: -20095798.000000 Penalty: 5962.360352
	Iteration 131Q: 3 clusters Score -2.00958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 163829 members 
Entering Unmasked Estep 
Score: -20095808.000000 Penalty: 5962.360352
	Iteration 132Q: 3 clusters Score -2.009581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 163833 members 
Entering Unmasked Estep 
Score: -20095820.000000 Penalty: 5962.360352
	Iteration 133Q: 3 clusters Score -2.009582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 163835 members 
Entering Unmasked Estep 
Score: -20095802.000000 Penalty: 5962.360352
	Iteration 134Q: 3 clusters Score -2.00958e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 163841 members 
Entering Unmasked Estep 
Score: -20095812.000000 Penalty: 5962.360352
	Iteration 135Q: 3 clusters Score -2.009581e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 163845 members 
Entering Unmasked Estep 
Score: -20095784.000000 Penalty: 5962.360352
	Iteration 136Q: 3 clusters Score -2.009578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -20095788.000000 Penalty: 5962.360352
	Iteration 137Q: 3 clusters Score -2.009579e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -20095812.000000 Penalty: 5962.360352
	Iteration 138Q: 3 clusters Score -2.009581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 163864 members 
Entering Unmasked Estep 
Score: -20095796.000000 Penalty: 5962.360352
	Iteration 139Q: 3 clusters Score -2.00958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 163865 members 
Entering Unmasked Estep 
Score: -20095812.000000 Penalty: 5962.360352
	Iteration 140F: 3 clusters Score -2.009581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -20095810.000000 Penalty: 5962.360352
	Iteration 141Q: 3 clusters Score -2.009581e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 163867 members 
Entering Unmasked Estep 
Score: -20095810.000000 Penalty: 5962.360352
	Iteration 142F: 3 clusters Score -2.009581e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (263972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263972 members 
Entering Unmasked Estep 
Score: -31616374.000000 Penalty: 3095.932373
	Iteration 0F: 2 clusters Score -3.161637e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131706 members 
Mstep: Class 2 contains 132266 members 
Entering Unmasked Estep 
Score: -31446352.000000 Penalty: 6191.864746
	Iteration 0F: 3 clusters Score -3.144635e+07 nChanged 127355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125913 members 
Mstep: Class 2 contains 138059 members 
Entering Unmasked Estep 
Score: -31521314.000000 Penalty: 6191.864746
	Iteration 1F: 3 clusters Score -3.152131e+07 nChanged 6431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122112 members 
Mstep: Class 2 contains 141860 members 
Entering Unmasked Estep 
Score: -31522472.000000 Penalty: 6191.864746
	Iteration 2Q: 3 clusters Score -3.152247e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116215 members 
Mstep: Class 2 contains 147757 members 
Entering Unmasked Estep 
Score: -31524578.000000 Penalty: 6191.864746
	Iteration 3Q: 3 clusters Score -3.152458e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107089 members 
Mstep: Class 2 contains 156883 members 
Entering Unmasked Estep 
Score: -31528262.000000 Penalty: 6191.864746
	Iteration 4Q: 3 clusters Score -3.152826e+07 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93315 members 
Mstep: Class 2 contains 170657 members 
Entering Unmasked Estep 
Score: -31535248.000000 Penalty: 6191.864746
	Iteration 5F: 3 clusters Score -3.153525e+07 nChanged 19607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74110 members 
Mstep: Class 2 contains 189862 members 
Entering Unmasked Estep 
Score: -31547852.000000 Penalty: 6191.864746
	Iteration 6F: 3 clusters Score -3.154785e+07 nChanged 23981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 213641 members 
Entering Unmasked Estep 
Score: -31567180.000000 Penalty: 6191.864746
	Iteration 7F: 3 clusters Score -3.156718e+07 nChanged 22627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27760 members 
Mstep: Class 2 contains 236212 members 
Entering Unmasked Estep 
Score: -31588064.000000 Penalty: 6191.864746
	Iteration 8F: 3 clusters Score -3.158806e+07 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 251507 members 
Entering Unmasked Estep 
Score: -31602458.000000 Penalty: 6191.864746
	Iteration 9F: 3 clusters Score -3.160246e+07 nChanged 7269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 258770 members 
Entering Unmasked Estep 
Score: -31609452.000000 Penalty: 6191.864746
	Iteration 10Q: 3 clusters Score -3.160945e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 261448 members 
Entering Unmasked Estep 
Score: -31612232.000000 Penalty: 6191.864746
	Iteration 11Q: 3 clusters Score -3.161223e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 262332 members 
Entering Unmasked Estep 
Score: -31613218.000000 Penalty: 6191.864746
	Iteration 12Q: 3 clusters Score -3.161322e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 262631 members 
Entering Unmasked Estep 
Score: -31613538.000000 Penalty: 6191.864746
	Iteration 13Q: 3 clusters Score -3.161354e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 262743 members 
Entering Unmasked Estep 
Score: -31613740.000000 Penalty: 6191.864746
	Iteration 14Q: 3 clusters Score -3.161374e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 262818 members 
Entering Unmasked Estep 
Score: -31613832.000000 Penalty: 6191.864746
	Iteration 15Q: 3 clusters Score -3.161383e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 262858 members 
Entering Unmasked Estep 
Score: -31613880.000000 Penalty: 6191.864746
	Iteration 16Q: 3 clusters Score -3.161388e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 262879 members 
Entering Unmasked Estep 
Score: -31613924.000000 Penalty: 6191.864746
	Iteration 17Q: 3 clusters Score -3.161392e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 262895 members 
Entering Unmasked Estep 
Score: -31613972.000000 Penalty: 6191.864746
	Iteration 18Q: 3 clusters Score -3.161397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 262903 members 
Entering Unmasked Estep 
Score: -31613974.000000 Penalty: 6191.864746
	Iteration 19Q: 3 clusters Score -3.161397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 262909 members 
Entering Unmasked Estep 
Score: -31613996.000000 Penalty: 6191.864746
	Iteration 20F: 3 clusters Score -3.1614e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 262921 members 
Entering Unmasked Estep 
Score: -31614016.000000 Penalty: 6191.864746
	Iteration 21Q: 3 clusters Score -3.161402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 262927 members 
Entering Unmasked Estep 
Score: -31614028.000000 Penalty: 6191.864746
	Iteration 22Q: 3 clusters Score -3.161403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 262927 members 
Entering Unmasked Estep 
Score: -31614048.000000 Penalty: 6191.864746
	Iteration 23Q: 3 clusters Score -3.161405e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 262933 members 
Entering Unmasked Estep 
Score: -31614020.000000 Penalty: 6191.864746
	Iteration 24Q: 3 clusters Score -3.161402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 262933 members 
Entering Unmasked Estep 
Score: -31614026.000000 Penalty: 6191.864746
	Iteration 25Q: 3 clusters Score -3.161403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 262932 members 
Entering Unmasked Estep 
Score: -31614024.000000 Penalty: 6191.864746
	Iteration 26Q: 3 clusters Score -3.161402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 262937 members 
Entering Unmasked Estep 
Score: -31614022.000000 Penalty: 6191.864746
	Iteration 27Q: 3 clusters Score -3.161402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 262934 members 
Entering Unmasked Estep 
Score: -31614042.000000 Penalty: 6191.864746
	Iteration 28Q: 3 clusters Score -3.161404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 262939 members 
Entering Unmasked Estep 
Score: -31614050.000000 Penalty: 6191.864746
	Iteration 29Q: 3 clusters Score -3.161405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 262944 members 
Entering Unmasked Estep 
Score: -31614040.000000 Penalty: 6191.864746
	Iteration 30Q: 3 clusters Score -3.161404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 262944 members 
Entering Unmasked Estep 
Score: -31614046.000000 Penalty: 6191.864746
	Iteration 31Q: 3 clusters Score -3.161405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 262942 members 
Entering Unmasked Estep 
Score: -31614070.000000 Penalty: 6191.864746
	Iteration 32Q: 3 clusters Score -3.161407e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 262942 members 
Entering Unmasked Estep 
Score: -31614074.000000 Penalty: 6191.864746
	Iteration 33Q: 3 clusters Score -3.161407e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 262944 members 
Entering Unmasked Estep 
Score: -31614072.000000 Penalty: 6191.864746
	Iteration 34Q: 3 clusters Score -3.161407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 262943 members 
Entering Unmasked Estep 
Score: -31614070.000000 Penalty: 6191.864746
	Iteration 35Q: 3 clusters Score -3.161407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 262940 members 
Entering Unmasked Estep 
Score: -31614078.000000 Penalty: 6191.864746
	Iteration 36Q: 3 clusters Score -3.161408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 262939 members 
Entering Unmasked Estep 
Score: -31614058.000000 Penalty: 6191.864746
	Iteration 37Q: 3 clusters Score -3.161406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 262938 members 
Entering Unmasked Estep 
Score: -31614088.000000 Penalty: 6191.864746
	Iteration 38Q: 3 clusters Score -3.161409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 262939 members 
Entering Unmasked Estep 
Score: -31614076.000000 Penalty: 6191.864746
	Iteration 39Q: 3 clusters Score -3.161408e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 262941 members 
Entering Unmasked Estep 
Score: -31614080.000000 Penalty: 6191.864746
	Iteration 40F: 3 clusters Score -3.161408e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 262944 members 
Entering Unmasked Estep 
Score: -31614088.000000 Penalty: 6191.864746
	Iteration 41Q: 3 clusters Score -3.161409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 262947 members 
Entering Unmasked Estep 
Score: -31614090.000000 Penalty: 6191.864746
	Iteration 42Q: 3 clusters Score -3.161409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 262950 members 
Entering Unmasked Estep 
Score: -31614088.000000 Penalty: 6191.864746
	Iteration 43Q: 3 clusters Score -3.161409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 262950 members 
Entering Unmasked Estep 
Score: -31614090.000000 Penalty: 6191.864746
	Iteration 44Q: 3 clusters Score -3.161409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 262950 members 
Entering Unmasked Estep 
Score: -31614098.000000 Penalty: 6191.864746
	Iteration 45Q: 3 clusters Score -3.16141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 262952 members 
Entering Unmasked Estep 
Score: -31614094.000000 Penalty: 6191.864746
	Iteration 46Q: 3 clusters Score -3.161409e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 262949 members 
Entering Unmasked Estep 
Score: -31614102.000000 Penalty: 6191.864746
	Iteration 47Q: 3 clusters Score -3.16141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 262950 members 
Entering Unmasked Estep 
Score: -31614098.000000 Penalty: 6191.864746
	Iteration 48Q: 3 clusters Score -3.16141e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 262951 members 
Entering Unmasked Estep 
Score: -31614096.000000 Penalty: 6191.864746
	Iteration 49Q: 3 clusters Score -3.16141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 262951 members 
Entering Unmasked Estep 
Score: -31614096.000000 Penalty: 6191.864746
	Iteration 50F: 3 clusters Score -3.16141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Entering Unmasked Estep 
Score: -2209261.750000 Penalty: 2433.600830
	Iteration 0F: 2 clusters Score -2209262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -2196293.500000 Penalty: 4867.201660
	Iteration 0F: 3 clusters Score -2196294 nChanged 7998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2200729.000000 Penalty: 4867.201660
	Iteration 1F: 3 clusters Score -2200729 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2201328.500000 Penalty: 4867.201660
	Iteration 2F: 3 clusters Score -2201328 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -2201928.250000 Penalty: 4867.201660
	Iteration 3F: 3 clusters Score -2201928 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2202518.500000 Penalty: 4867.201660
	Iteration 4F: 3 clusters Score -2202518 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -2203122.500000 Penalty: 4867.201660
	Iteration 5F: 3 clusters Score -2203122 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -2203902.750000 Penalty: 4867.201660
	Iteration 6F: 3 clusters Score -2203903 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2204702.500000 Penalty: 4867.201660
	Iteration 7F: 3 clusters Score -2204702 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2205417.500000 Penalty: 4867.201660
	Iteration 8Q: 3 clusters Score -2205418 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2205972.750000 Penalty: 4867.201660
	Iteration 9Q: 3 clusters Score -2205973 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2206375.500000 Penalty: 4867.201660
	Iteration 10Q: 3 clusters Score -2206376 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2206627.250000 Penalty: 4867.201660
	Iteration 11Q: 3 clusters Score -2206627 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2206818.000000 Penalty: 4867.201660
	Iteration 12Q: 3 clusters Score -2206818 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -2206922.500000 Penalty: 4867.201660
	Iteration 13Q: 3 clusters Score -2206922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2207005.250000 Penalty: 4867.201660
	Iteration 14Q: 3 clusters Score -2207005 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2207036.750000 Penalty: 4867.201660
	Iteration 15Q: 3 clusters Score -2207037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 17845 members 
Entering Unmasked Estep 
Score: -2207068.250000 Penalty: 4867.201660
	Iteration 16Q: 3 clusters Score -2207068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2207095.750000 Penalty: 4867.201660
	Iteration 17Q: 3 clusters Score -2207096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -2207106.500000 Penalty: 4867.201660
	Iteration 18Q: 3 clusters Score -2207106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2207111.750000 Penalty: 4867.201660
	Iteration 19Q: 3 clusters Score -2207112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2207119.250000 Penalty: 4867.201660
	Iteration 20F: 3 clusters Score -2207119 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2207125.000000 Penalty: 4867.201660
	Iteration 21Q: 3 clusters Score -2207125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 17903 members 
Entering Unmasked Estep 
Score: -2207133.000000 Penalty: 4867.201660
	Iteration 22Q: 3 clusters Score -2207133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2207141.500000 Penalty: 4867.201660
	Iteration 23Q: 3 clusters Score -2207142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2207142.500000 Penalty: 4867.201660
	Iteration 24Q: 3 clusters Score -2207142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2207145.750000 Penalty: 4867.201660
	Iteration 25Q: 3 clusters Score -2207146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2207150.250000 Penalty: 4867.201660
	Iteration 26Q: 3 clusters Score -2207150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -2207156.750000 Penalty: 4867.201660
	Iteration 27Q: 3 clusters Score -2207157 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2207157.750000 Penalty: 4867.201660
	Iteration 28Q: 3 clusters Score -2207158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2207162.000000 Penalty: 4867.201660
	Iteration 29Q: 3 clusters Score -2207162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -2207165.500000 Penalty: 4867.201660
	Iteration 30Q: 3 clusters Score -2207166 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2207168.000000 Penalty: 4867.201660
	Iteration 31Q: 3 clusters Score -2207168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2207172.250000 Penalty: 4867.201660
	Iteration 32Q: 3 clusters Score -2207172 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2207175.500000 Penalty: 4867.201660
	Iteration 33Q: 3 clusters Score -2207176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2207178.250000 Penalty: 4867.201660
	Iteration 34Q: 3 clusters Score -2207178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2207176.000000 Penalty: 4867.201660
	Iteration 35Q: 3 clusters Score -2207176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2207176.000000 Penalty: 4867.201660
	Iteration 36F: 3 clusters Score -2207176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180262 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46239 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166190 members 
Mstep: Class 17 contains 263972 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107272.000000 Penalty: 26657.613281
Iteration 159Q: 9 clusters Score -8.110727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180260 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166189 members 
Mstep: Class 17 contains 263974 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 160F: 9 clusters Score -8.110726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180255 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166190 members 
Mstep: Class 17 contains 263977 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107272.000000 Penalty: 26657.613281
Iteration 161Q: 9 clusters Score -8.110727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180251 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166189 members 
Mstep: Class 17 contains 263982 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 162Q: 9 clusters Score -8.110726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180250 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166189 members 
Mstep: Class 17 contains 263983 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107280.000000 Penalty: 26657.613281
Iteration 163Q: 9 clusters Score -8.110728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180251 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46242 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166189 members 
Mstep: Class 17 contains 263981 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107320.000000 Penalty: 26657.613281
Iteration 164Q: 9 clusters Score -8.110732e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180255 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166189 members 
Mstep: Class 17 contains 263978 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107272.000000 Penalty: 26657.613281
Iteration 165Q: 9 clusters Score -8.110727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180257 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166194 members 
Mstep: Class 17 contains 263971 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107240.000000 Penalty: 26657.613281
Iteration 166Q: 9 clusters Score -8.110724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180258 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166195 members 
Mstep: Class 17 contains 263969 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107256.000000 Penalty: 26657.613281
Iteration 167Q: 9 clusters Score -8.110726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180258 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166196 members 
Mstep: Class 17 contains 263968 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107248.000000 Penalty: 26657.613281
Iteration 168Q: 9 clusters Score -8.110725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180261 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166201 members 
Mstep: Class 17 contains 263959 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107272.000000 Penalty: 26657.613281
Iteration 169Q: 9 clusters Score -8.110727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180267 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46241 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166204 members 
Mstep: Class 17 contains 263950 members 
Mstep: Class 21 contains 18269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107232.000000 Penalty: 26657.613281
Iteration 170Q: 9 clusters Score -8.110723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180270 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166204 members 
Mstep: Class 17 contains 263949 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107280.000000 Penalty: 26657.613281
Iteration 171Q: 9 clusters Score -8.110728e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180272 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166205 members 
Mstep: Class 17 contains 263946 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107296.000000 Penalty: 26657.613281
Iteration 172Q: 9 clusters Score -8.11073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180271 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166207 members 
Mstep: Class 17 contains 263945 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107256.000000 Penalty: 26657.613281
Iteration 173Q: 9 clusters Score -8.110726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180274 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166208 members 
Mstep: Class 17 contains 263941 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107224.000000 Penalty: 26657.613281
Iteration 174Q: 9 clusters Score -8.110722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180278 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166208 members 
Mstep: Class 17 contains 263937 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107232.000000 Penalty: 26657.613281
Iteration 175Q: 9 clusters Score -8.110723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180280 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166207 members 
Mstep: Class 17 contains 263936 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107224.000000 Penalty: 26657.613281
Iteration 176Q: 9 clusters Score -8.110722e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180279 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166207 members 
Mstep: Class 17 contains 263937 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107232.000000 Penalty: 26657.613281
Iteration 177Q: 9 clusters Score -8.110723e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2368 members 
Mstep: Class 7 contains 180278 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166209 members 
Mstep: Class 17 contains 263936 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107240.000000 Penalty: 26657.613281
Iteration 178Q: 9 clusters Score -8.110724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2369 members 
Mstep: Class 7 contains 180279 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166208 members 
Mstep: Class 17 contains 263935 members 
Mstep: Class 21 contains 18268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107248.000000 Penalty: 26657.613281
Iteration 179Q: 9 clusters Score -8.110725e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 7 contains 180281 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166207 members 
Mstep: Class 17 contains 263934 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 180F: 9 clusters Score -8.110726e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 7 contains 180282 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166207 members 
Mstep: Class 17 contains 263933 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107256.000000 Penalty: 26657.613281
Iteration 181Q: 9 clusters Score -8.110726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 7 contains 180283 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166207 members 
Mstep: Class 17 contains 263932 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107280.000000 Penalty: 26657.613281
Iteration 182Q: 9 clusters Score -8.110728e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 7 contains 180281 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166208 members 
Mstep: Class 17 contains 263933 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 183Q: 9 clusters Score -8.110726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 7 contains 180281 members 
Mstep: Class 8 contains 2637 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166208 members 
Mstep: Class 17 contains 263933 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107264.000000 Penalty: 26657.613281
Iteration 184F: 9 clusters Score -8.110726e+07 nChanged 0
Entering ConstructFrom: 
Score: -81107264.000000 Penalty: 26657.613281
Entering ConstructFrom: 
Trying to split cluster 2 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -277034.031250 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -277034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -274138.906250 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -274138.9 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -274671.687500 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -274671.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -274805.781250 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -274805.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -274869.062500 Penalty: 3854.239990
	Iteration 3Q: 3 clusters Score -274869.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -274907.093750 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -274907.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274927.062500 Penalty: 3854.239990
	Iteration 5Q: 3 clusters Score -274927.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274944.468750 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -274944.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -274961.656250 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -274961.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -274975.968750 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -274976 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -274986.906250 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -274986.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -275003.968750 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -275004 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -275020.687500 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -275020.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -275032.937500 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -275032.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -275040.343750 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -275040.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -275047.812500 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -275047.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -275054.968750 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -275055 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -275056.750000 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -275056.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -275059.343750 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -275059.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -275061.812500 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -275061.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -275064.218750 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -275064.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -275066.312500 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -275066.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -275070.437500 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -275070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -275074.500000 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -275074.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -275078.218750 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -275078.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -275081.312500 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -275081.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -275084.187500 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -275084.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -275086.468750 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -275086.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -275087.062500 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -275087.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -275087.062500 Penalty: 3854.239990
	Iteration 28F: 3 clusters Score -275087.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (180281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180281 members 
Entering Unmasked Estep 
Score: -21669028.000000 Penalty: 3001.363525
	Iteration 0F: 2 clusters Score -2.166903e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90194 members 
Mstep: Class 2 contains 90087 members 
Entering Unmasked Estep 
Score: -21551956.000000 Penalty: 6002.727051
	Iteration 0F: 3 clusters Score -2.155196e+07 nChanged 86727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87163 members 
Mstep: Class 2 contains 93118 members 
Entering Unmasked Estep 
Score: -21604194.000000 Penalty: 6002.727051
	Iteration 1F: 3 clusters Score -2.160419e+07 nChanged 6611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85352 members 
Mstep: Class 2 contains 94929 members 
Entering Unmasked Estep 
Score: -21606096.000000 Penalty: 6002.727051
	Iteration 2Q: 3 clusters Score -2.16061e+07 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82669 members 
Mstep: Class 2 contains 97612 members 
Entering Unmasked Estep 
Score: -21609276.000000 Penalty: 6002.727051
	Iteration 3Q: 3 clusters Score -2.160928e+07 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 101229 members 
Entering Unmasked Estep 
Score: -21613518.000000 Penalty: 6002.727051
	Iteration 4Q: 3 clusters Score -2.161352e+07 nChanged 10446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74402 members 
Mstep: Class 2 contains 105879 members 
Entering Unmasked Estep 
Score: -21619720.000000 Penalty: 6002.727051
	Iteration 5F: 3 clusters Score -2.161972e+07 nChanged 11801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 111422 members 
Entering Unmasked Estep 
Score: -21627824.000000 Penalty: 6002.727051
	Iteration 6F: 3 clusters Score -2.162782e+07 nChanged 12060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63287 members 
Mstep: Class 2 contains 116994 members 
Entering Unmasked Estep 
Score: -21636878.000000 Penalty: 6002.727051
	Iteration 7F: 3 clusters Score -2.163688e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 121819 members 
Entering Unmasked Estep 
Score: -21644368.000000 Penalty: 6002.727051
	Iteration 8F: 3 clusters Score -2.164437e+07 nChanged 8466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 125411 members 
Entering Unmasked Estep 
Score: -21648920.000000 Penalty: 6002.727051
	Iteration 9Q: 3 clusters Score -2.164892e+07 nChanged 5859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51991 members 
Mstep: Class 2 contains 128290 members 
Entering Unmasked Estep 
Score: -21651466.000000 Penalty: 6002.727051
	Iteration 10Q: 3 clusters Score -2.165147e+07 nChanged 4092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49207 members 
Mstep: Class 2 contains 131074 members 
Entering Unmasked Estep 
Score: -21652954.000000 Penalty: 6002.727051
	Iteration 11Q: 3 clusters Score -2.165295e+07 nChanged 3299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46362 members 
Mstep: Class 2 contains 133919 members 
Entering Unmasked Estep 
Score: -21654042.000000 Penalty: 6002.727051
	Iteration 12Q: 3 clusters Score -2.165404e+07 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 136732 members 
Entering Unmasked Estep 
Score: -21655312.000000 Penalty: 6002.727051
	Iteration 13Q: 3 clusters Score -2.165531e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40677 members 
Mstep: Class 2 contains 139604 members 
Entering Unmasked Estep 
Score: -21656356.000000 Penalty: 6002.727051
	Iteration 14Q: 3 clusters Score -2.165636e+07 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37809 members 
Mstep: Class 2 contains 142472 members 
Entering Unmasked Estep 
Score: -21657582.000000 Penalty: 6002.727051
	Iteration 15Q: 3 clusters Score -2.165758e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 145426 members 
Entering Unmasked Estep 
Score: -21658844.000000 Penalty: 6002.727051
	Iteration 16Q: 3 clusters Score -2.165884e+07 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31982 members 
Mstep: Class 2 contains 148299 members 
Entering Unmasked Estep 
Score: -21660216.000000 Penalty: 6002.727051
	Iteration 17Q: 3 clusters Score -2.166022e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 151091 members 
Entering Unmasked Estep 
Score: -21661384.000000 Penalty: 6002.727051
	Iteration 18Q: 3 clusters Score -2.166138e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 153668 members 
Entering Unmasked Estep 
Score: -21662376.000000 Penalty: 6002.727051
	Iteration 19Q: 3 clusters Score -2.166238e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 156069 members 
Entering Unmasked Estep 
Score: -21663152.000000 Penalty: 6002.727051
	Iteration 20F: 3 clusters Score -2.166315e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 158216 members 
Entering Unmasked Estep 
Score: -21663964.000000 Penalty: 6002.727051
	Iteration 21Q: 3 clusters Score -2.166396e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 160105 members 
Entering Unmasked Estep 
Score: -21664616.000000 Penalty: 6002.727051
	Iteration 22Q: 3 clusters Score -2.166462e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 161765 members 
Entering Unmasked Estep 
Score: -21665382.000000 Penalty: 6002.727051
	Iteration 23Q: 3 clusters Score -2.166538e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 163179 members 
Entering Unmasked Estep 
Score: -21665886.000000 Penalty: 6002.727051
	Iteration 24Q: 3 clusters Score -2.166589e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 164378 members 
Entering Unmasked Estep 
Score: -21666288.000000 Penalty: 6002.727051
	Iteration 25Q: 3 clusters Score -2.166629e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14816 members 
Mstep: Class 2 contains 165465 members 
Entering Unmasked Estep 
Score: -21666558.000000 Penalty: 6002.727051
	Iteration 26Q: 3 clusters Score -2.166656e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 166380 members 
Entering Unmasked Estep 
Score: -21666758.000000 Penalty: 6002.727051
	Iteration 27Q: 3 clusters Score -2.166676e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 167165 members 
Entering Unmasked Estep 
Score: -21667000.000000 Penalty: 6002.727051
	Iteration 28Q: 3 clusters Score -2.1667e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 167900 members 
Entering Unmasked Estep 
Score: -21667158.000000 Penalty: 6002.727051
	Iteration 29Q: 3 clusters Score -2.166716e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 168570 members 
Entering Unmasked Estep 
Score: -21667222.000000 Penalty: 6002.727051
	Iteration 30Q: 3 clusters Score -2.166722e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 169192 members 
Entering Unmasked Estep 
Score: -21667408.000000 Penalty: 6002.727051
	Iteration 31Q: 3 clusters Score -2.166741e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 169729 members 
Entering Unmasked Estep 
Score: -21667534.000000 Penalty: 6002.727051
	Iteration 32Q: 3 clusters Score -2.166753e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 170213 members 
Entering Unmasked Estep 
Score: -21667622.000000 Penalty: 6002.727051
	Iteration 33Q: 3 clusters Score -2.166762e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 170630 members 
Entering Unmasked Estep 
Score: -21667612.000000 Penalty: 6002.727051
	Iteration 34Q: 3 clusters Score -2.166761e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 171024 members 
Entering Unmasked Estep 
Score: -21667680.000000 Penalty: 6002.727051
	Iteration 35Q: 3 clusters Score -2.166768e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 171378 members 
Entering Unmasked Estep 
Score: -21667690.000000 Penalty: 6002.727051
	Iteration 36Q: 3 clusters Score -2.166769e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 171699 members 
Entering Unmasked Estep 
Score: -21667712.000000 Penalty: 6002.727051
	Iteration 37Q: 3 clusters Score -2.166771e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 172007 members 
Entering Unmasked Estep 
Score: -21667748.000000 Penalty: 6002.727051
	Iteration 38Q: 3 clusters Score -2.166775e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 172281 members 
Entering Unmasked Estep 
Score: -21667754.000000 Penalty: 6002.727051
	Iteration 39Q: 3 clusters Score -2.166775e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 172553 members 
Entering Unmasked Estep 
Score: -21667818.000000 Penalty: 6002.727051
	Iteration 40F: 3 clusters Score -2.166782e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 172827 members 
Entering Unmasked Estep 
Score: -21667790.000000 Penalty: 6002.727051
	Iteration 41Q: 3 clusters Score -2.166779e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 173095 members 
Entering Unmasked Estep 
Score: -21667798.000000 Penalty: 6002.727051
	Iteration 42Q: 3 clusters Score -2.16678e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 173358 members 
Entering Unmasked Estep 
Score: -21667836.000000 Penalty: 6002.727051
	Iteration 43Q: 3 clusters Score -2.166784e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 173591 members 
Entering Unmasked Estep 
Score: -21667862.000000 Penalty: 6002.727051
	Iteration 44Q: 3 clusters Score -2.166786e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 173803 members 
Entering Unmasked Estep 
Score: -21667868.000000 Penalty: 6002.727051
	Iteration 45Q: 3 clusters Score -2.166787e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 173996 members 
Entering Unmasked Estep 
Score: -21667884.000000 Penalty: 6002.727051
	Iteration 46Q: 3 clusters Score -2.166788e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 174177 members 
Entering Unmasked Estep 
Score: -21667910.000000 Penalty: 6002.727051
	Iteration 47Q: 3 clusters Score -2.166791e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 174341 members 
Entering Unmasked Estep 
Score: -21667942.000000 Penalty: 6002.727051
	Iteration 48Q: 3 clusters Score -2.166794e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -21668004.000000 Penalty: 6002.727051
	Iteration 49Q: 3 clusters Score -2.1668e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 174652 members 
Entering Unmasked Estep 
Score: -21667960.000000 Penalty: 6002.727051
	Iteration 50Q: 3 clusters Score -2.166796e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 174802 members 
Entering Unmasked Estep 
Score: -21667954.000000 Penalty: 6002.727051
	Iteration 51Q: 3 clusters Score -2.166795e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 174934 members 
Entering Unmasked Estep 
Score: -21667976.000000 Penalty: 6002.727051
	Iteration 52Q: 3 clusters Score -2.166798e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 175066 members 
Entering Unmasked Estep 
Score: -21667956.000000 Penalty: 6002.727051
	Iteration 53Q: 3 clusters Score -2.166796e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 175193 members 
Entering Unmasked Estep 
Score: -21667948.000000 Penalty: 6002.727051
	Iteration 54Q: 3 clusters Score -2.166795e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 175310 members 
Entering Unmasked Estep 
Score: -21667970.000000 Penalty: 6002.727051
	Iteration 55Q: 3 clusters Score -2.166797e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 175403 members 
Entering Unmasked Estep 
Score: -21667980.000000 Penalty: 6002.727051
	Iteration 56Q: 3 clusters Score -2.166798e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 175498 members 
Entering Unmasked Estep 
Score: -21667982.000000 Penalty: 6002.727051
	Iteration 57Q: 3 clusters Score -2.166798e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 175585 members 
Entering Unmasked Estep 
Score: -21667998.000000 Penalty: 6002.727051
	Iteration 58Q: 3 clusters Score -2.1668e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 175652 members 
Entering Unmasked Estep 
Score: -21667990.000000 Penalty: 6002.727051
	Iteration 59Q: 3 clusters Score -2.166799e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 175721 members 
Entering Unmasked Estep 
Score: -21667994.000000 Penalty: 6002.727051
	Iteration 60F: 3 clusters Score -2.166799e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 175781 members 
Entering Unmasked Estep 
Score: -21667990.000000 Penalty: 6002.727051
	Iteration 61Q: 3 clusters Score -2.166799e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 175843 members 
Entering Unmasked Estep 
Score: -21667992.000000 Penalty: 6002.727051
	Iteration 62Q: 3 clusters Score -2.166799e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 175894 members 
Entering Unmasked Estep 
Score: -21667990.000000 Penalty: 6002.727051
	Iteration 63Q: 3 clusters Score -2.166799e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 175931 members 
Entering Unmasked Estep 
Score: -21668016.000000 Penalty: 6002.727051
	Iteration 64Q: 3 clusters Score -2.166802e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 175967 members 
Entering Unmasked Estep 
Score: -21668028.000000 Penalty: 6002.727051
	Iteration 65Q: 3 clusters Score -2.166803e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -21668042.000000 Penalty: 6002.727051
	Iteration 66Q: 3 clusters Score -2.166804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 176026 members 
Entering Unmasked Estep 
Score: -21668044.000000 Penalty: 6002.727051
	Iteration 67Q: 3 clusters Score -2.166804e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 176046 members 
Entering Unmasked Estep 
Score: -21668030.000000 Penalty: 6002.727051
	Iteration 68Q: 3 clusters Score -2.166803e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 176064 members 
Entering Unmasked Estep 
Score: -21668030.000000 Penalty: 6002.727051
	Iteration 69Q: 3 clusters Score -2.166803e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 176077 members 
Entering Unmasked Estep 
Score: -21668010.000000 Penalty: 6002.727051
	Iteration 70Q: 3 clusters Score -2.166801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 176084 members 
Entering Unmasked Estep 
Score: -21668008.000000 Penalty: 6002.727051
	Iteration 71Q: 3 clusters Score -2.166801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 176093 members 
Entering Unmasked Estep 
Score: -21668004.000000 Penalty: 6002.727051
	Iteration 72Q: 3 clusters Score -2.1668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 176100 members 
Entering Unmasked Estep 
Score: -21667988.000000 Penalty: 6002.727051
	Iteration 73Q: 3 clusters Score -2.166799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 176104 members 
Entering Unmasked Estep 
Score: -21667992.000000 Penalty: 6002.727051
	Iteration 74Q: 3 clusters Score -2.166799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 176108 members 
Entering Unmasked Estep 
Score: -21667982.000000 Penalty: 6002.727051
	Iteration 75Q: 3 clusters Score -2.166798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 176113 members 
Entering Unmasked Estep 
Score: -21668014.000000 Penalty: 6002.727051
	Iteration 76Q: 3 clusters Score -2.166801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 176117 members 
Entering Unmasked Estep 
Score: -21668016.000000 Penalty: 6002.727051
	Iteration 77Q: 3 clusters Score -2.166802e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 176121 members 
Entering Unmasked Estep 
Score: -21668014.000000 Penalty: 6002.727051
	Iteration 78Q: 3 clusters Score -2.166801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 176124 members 
Entering Unmasked Estep 
Score: -21668012.000000 Penalty: 6002.727051
	Iteration 79Q: 3 clusters Score -2.166801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 176126 members 
Entering Unmasked Estep 
Score: -21668004.000000 Penalty: 6002.727051
	Iteration 80F: 3 clusters Score -2.1668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 176127 members 
Entering Unmasked Estep 
Score: -21668018.000000 Penalty: 6002.727051
	Iteration 81Q: 3 clusters Score -2.166802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 176127 members 
Entering Unmasked Estep 
Score: -21668018.000000 Penalty: 6002.727051
	Iteration 82F: 3 clusters Score -2.166802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Entering Unmasked Estep 
Score: -287211.343750 Penalty: 1953.594482
	Iteration 0F: 2 clusters Score -287211.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -284385.687500 Penalty: 3907.188965
	Iteration 0F: 3 clusters Score -284385.7 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -285722.781250 Penalty: 3907.188965
	Iteration 1F: 3 clusters Score -285722.8 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -286381.281250 Penalty: 3907.188965
	Iteration 2F: 3 clusters Score -286381.3 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -286730.031250 Penalty: 3907.188965
	Iteration 3F: 3 clusters Score -286730 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -286877.000000 Penalty: 3907.188965
	Iteration 4Q: 3 clusters Score -286877 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -286960.937500 Penalty: 3907.188965
	Iteration 5Q: 3 clusters Score -286960.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -287009.875000 Penalty: 3907.188965
	Iteration 6Q: 3 clusters Score -287009.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -287027.812500 Penalty: 3907.188965
	Iteration 7Q: 3 clusters Score -287027.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -287044.937500 Penalty: 3907.188965
	Iteration 8Q: 3 clusters Score -287044.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -287052.968750 Penalty: 3907.188965
	Iteration 9Q: 3 clusters Score -287053 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -287062.343750 Penalty: 3907.188965
	Iteration 10Q: 3 clusters Score -287062.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -287069.593750 Penalty: 3907.188965
	Iteration 11Q: 3 clusters Score -287069.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -287077.656250 Penalty: 3907.188965
	Iteration 12Q: 3 clusters Score -287077.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -287080.968750 Penalty: 3907.188965
	Iteration 13Q: 3 clusters Score -287081 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -287083.218750 Penalty: 3907.188965
	Iteration 14Q: 3 clusters Score -287083.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -287085.125000 Penalty: 3907.188965
	Iteration 15Q: 3 clusters Score -287085.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -287090.062500 Penalty: 3907.188965
	Iteration 16Q: 3 clusters Score -287090.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -287094.906250 Penalty: 3907.188965
	Iteration 17Q: 3 clusters Score -287094.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -287097.468750 Penalty: 3907.188965
	Iteration 18Q: 3 clusters Score -287097.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -287103.125000 Penalty: 3907.188965
	Iteration 19Q: 3 clusters Score -287103.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -287111.000000 Penalty: 3907.188965
	Iteration 20F: 3 clusters Score -287111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -287115.312500 Penalty: 3907.188965
	Iteration 21Q: 3 clusters Score -287115.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -287118.093750 Penalty: 3907.188965
	Iteration 22Q: 3 clusters Score -287118.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -287152.656250 Penalty: 3907.188965
	Iteration 23Q: 3 clusters Score -287152.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -287213.781250 Penalty: 3907.188965
	Iteration 24Q: 3 clusters Score -287213.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -287245.875000 Penalty: 3907.188965
	Iteration 25Q: 3 clusters Score -287245.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -287288.656250 Penalty: 3907.188965
	Iteration 26Q: 3 clusters Score -287288.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -287319.531250 Penalty: 3907.188965
	Iteration 27Q: 3 clusters Score -287319.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -287333.937500 Penalty: 3907.188965
	Iteration 28Q: 3 clusters Score -287333.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -287340.000000 Penalty: 3907.188965
	Iteration 29Q: 3 clusters Score -287340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -287342.406250 Penalty: 3907.188965
	Iteration 30Q: 3 clusters Score -287342.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -287343.187500 Penalty: 3907.188965
	Iteration 31Q: 3 clusters Score -287343.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -287541.281250 Penalty: 3907.188965
	Iteration 32F: 3 clusters Score -287541.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -287849.750000 Penalty: 3907.188965
	Iteration 33Q: 3 clusters Score -287849.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -287935.031250 Penalty: 3907.188965
	Iteration 34Q: 3 clusters Score -287935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -287975.875000 Penalty: 3907.188965
	Iteration 35Q: 3 clusters Score -287975.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -287992.968750 Penalty: 3907.188965
	Iteration 36Q: 3 clusters Score -287993 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -287998.625000 Penalty: 3907.188965
	Iteration 37Q: 3 clusters Score -287998.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -288000.375000 Penalty: 3907.188965
	Iteration 38Q: 3 clusters Score -288000.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -288001.343750 Penalty: 3907.188965
	Iteration 39Q: 3 clusters Score -288001.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -288001.531250 Penalty: 3907.188965
	Iteration 40F: 3 clusters Score -288001.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -288001.937500 Penalty: 3907.188965
	Iteration 41Q: 3 clusters Score -288001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -288001.937500 Penalty: 3907.188965
	Iteration 42F: 3 clusters Score -288001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 2370 members 
Mstep: Class 7 contains 180281 members 
Mstep: Class 8 contains 2223 members 
Mstep: Class 10 contains 46240 members 
Mstep: Class 12 contains 4452 members 
Mstep: Class 16 contains 166208 members 
Mstep: Class 17 contains 263933 members 
Mstep: Class 21 contains 18267 members 
Entering Unmasked Estep 
Score: -81106936.000000 Penalty: 29989.816406
Splitting cluster 8 changes total score from -81107264.000000 to -81106936.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (46240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46240 members 
Entering Unmasked Estep 
Score: -5424999.000000 Penalty: 2663.916748
	Iteration 0F: 2 clusters Score -5424999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 23236 members 
Entering Unmasked Estep 
Score: -5393727.000000 Penalty: 5327.833496
	Iteration 0F: 3 clusters Score -5393727 nChanged 21431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 24015 members 
Entering Unmasked Estep 
Score: -5405451.500000 Penalty: 5327.833496
	Iteration 1F: 3 clusters Score -5405452 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21596 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -5405958.000000 Penalty: 5327.833496
	Iteration 2Q: 3 clusters Score -5405958 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20619 members 
Mstep: Class 2 contains 25621 members 
Entering Unmasked Estep 
Score: -5406568.500000 Penalty: 5327.833496
	Iteration 3Q: 3 clusters Score -5406568 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19217 members 
Mstep: Class 2 contains 27023 members 
Entering Unmasked Estep 
Score: -5407359.500000 Penalty: 5327.833496
	Iteration 4Q: 3 clusters Score -5407360 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 29031 members 
Entering Unmasked Estep 
Score: -5408526.500000 Penalty: 5327.833496
	Iteration 5F: 3 clusters Score -5408526 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14500 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -5410350.500000 Penalty: 5327.833496
	Iteration 6F: 3 clusters Score -5410350 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 35202 members 
Entering Unmasked Estep 
Score: -5413003.500000 Penalty: 5327.833496
	Iteration 7F: 3 clusters Score -5413004 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 38863 members 
Entering Unmasked Estep 
Score: -5416286.500000 Penalty: 5327.833496
	Iteration 8F: 3 clusters Score -5416286 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -5419276.500000 Penalty: 5327.833496
	Iteration 9F: 3 clusters Score -5419276 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -5421186.000000 Penalty: 5327.833496
	Iteration 10Q: 3 clusters Score -5421186 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -5422197.000000 Penalty: 5327.833496
	Iteration 11Q: 3 clusters Score -5422197 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 45342 members 
Entering Unmasked Estep 
Score: -5422701.000000 Penalty: 5327.833496
	Iteration 12Q: 3 clusters Score -5422701 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -5422935.500000 Penalty: 5327.833496
	Iteration 13Q: 3 clusters Score -5422936 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 45466 members 
Entering Unmasked Estep 
Score: -5423045.500000 Penalty: 5327.833496
	Iteration 14Q: 3 clusters Score -5423046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -5423080.500000 Penalty: 5327.833496
	Iteration 15Q: 3 clusters Score -5423080 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -5423092.500000 Penalty: 5327.833496
	Iteration 16Q: 3 clusters Score -5423092 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 45501 members 
Entering Unmasked Estep 
Score: -5423099.000000 Penalty: 5327.833496
	Iteration 17Q: 3 clusters Score -5423099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -5423104.000000 Penalty: 5327.833496
	Iteration 18Q: 3 clusters Score -5423104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45521 members 
Entering Unmasked Estep 
Score: -5423119.500000 Penalty: 5327.833496
	Iteration 19Q: 3 clusters Score -5423120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -5423125.500000 Penalty: 5327.833496
	Iteration 20F: 3 clusters Score -5423126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -5423128.500000 Penalty: 5327.833496
	Iteration 21Q: 3 clusters Score -5423128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 45529 members 
Entering Unmasked Estep 
Score: -5423122.000000 Penalty: 5327.833496
	Iteration 22Q: 3 clusters Score -5423122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -5423127.000000 Penalty: 5327.833496
	Iteration 23Q: 3 clusters Score -5423127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45527 members 
Entering Unmasked Estep 
Score: -5423127.000000 Penalty: 5327.833496
	Iteration 24F: 3 clusters Score -5423127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (4452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Entering Unmasked Estep 
Score: -512725.406250 Penalty: 2083.474854
	Iteration 0F: 2 clusters Score -512725.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -508519.000000 Penalty: 4166.949707
	Iteration 0F: 3 clusters Score -508519 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -509484.250000 Penalty: 4166.949707
	Iteration 1F: 3 clusters Score -509484.2 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -509748.343750 Penalty: 4166.949707
	Iteration 2F: 3 clusters Score -509748.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -509966.125000 Penalty: 4166.949707
	Iteration 3F: 3 clusters Score -509966.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -510195.812500 Penalty: 4166.949707
	Iteration 4F: 3 clusters Score -510195.8 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -510399.375000 Penalty: 4166.949707
	Iteration 5F: 3 clusters Score -510399.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -510588.062500 Penalty: 4166.949707
	Iteration 6F: 3 clusters Score -510588.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -510766.218750 Penalty: 4166.949707
	Iteration 7Q: 3 clusters Score -510766.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -510913.625000 Penalty: 4166.949707
	Iteration 8Q: 3 clusters Score -510913.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -511034.031250 Penalty: 4166.949707
	Iteration 9Q: 3 clusters Score -511034 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -511122.406250 Penalty: 4166.949707
	Iteration 10Q: 3 clusters Score -511122.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -511182.843750 Penalty: 4166.949707
	Iteration 11Q: 3 clusters Score -511182.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -511239.000000 Penalty: 4166.949707
	Iteration 12Q: 3 clusters Score -511239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -511279.343750 Penalty: 4166.949707
	Iteration 13Q: 3 clusters Score -511279.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -511302.031250 Penalty: 4166.949707
	Iteration 14Q: 3 clusters Score -511302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -511321.250000 Penalty: 4166.949707
	Iteration 15Q: 3 clusters Score -511321.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -511338.593750 Penalty: 4166.949707
	Iteration 16Q: 3 clusters Score -511338.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -511357.281250 Penalty: 4166.949707
	Iteration 17Q: 3 clusters Score -511357.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -511369.875000 Penalty: 4166.949707
	Iteration 18Q: 3 clusters Score -511369.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -511377.312500 Penalty: 4166.949707
	Iteration 19Q: 3 clusters Score -511377.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -511383.437500 Penalty: 4166.949707
	Iteration 20F: 3 clusters Score -511383.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -511388.375000 Penalty: 4166.949707
	Iteration 21Q: 3 clusters Score -511388.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -511395.906250 Penalty: 4166.949707
	Iteration 22Q: 3 clusters Score -511395.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -511400.156250 Penalty: 4166.949707
	Iteration 23Q: 3 clusters Score -511400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -511401.468750 Penalty: 4166.949707
	Iteration 24Q: 3 clusters Score -511401.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -511401.468750 Penalty: 4166.949707
	Iteration 25F: 3 clusters Score -511401.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (166208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166208 members 
Entering Unmasked Estep 
Score: -20099360.000000 Penalty: 2981.206787
	Iteration 0F: 2 clusters Score -2.009936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82893 members 
Mstep: Class 2 contains 83315 members 
Entering Unmasked Estep 
Score: -19992334.000000 Penalty: 5962.413574
	Iteration 0F: 3 clusters Score -1.999233e+07 nChanged 79528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78841 members 
Mstep: Class 2 contains 87367 members 
Entering Unmasked Estep 
Score: -20038070.000000 Penalty: 5962.413574
	Iteration 1F: 3 clusters Score -2.003807e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76346 members 
Mstep: Class 2 contains 89862 members 
Entering Unmasked Estep 
Score: -20039842.000000 Penalty: 5962.413574
	Iteration 2Q: 3 clusters Score -2.003984e+07 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72507 members 
Mstep: Class 2 contains 93701 members 
Entering Unmasked Estep 
Score: -20042054.000000 Penalty: 5962.413574
	Iteration 3Q: 3 clusters Score -2.004205e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 99353 members 
Entering Unmasked Estep 
Score: -20045768.000000 Penalty: 5962.413574
	Iteration 4Q: 3 clusters Score -2.004577e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 107406 members 
Entering Unmasked Estep 
Score: -20052280.000000 Penalty: 5962.413574
	Iteration 5F: 3 clusters Score -2.005228e+07 nChanged 13012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 117960 members 
Entering Unmasked Estep 
Score: -20062332.000000 Penalty: 5962.413574
	Iteration 6F: 3 clusters Score -2.006233e+07 nChanged 13635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36815 members 
Mstep: Class 2 contains 129393 members 
Entering Unmasked Estep 
Score: -20075172.000000 Penalty: 5962.413574
	Iteration 7F: 3 clusters Score -2.007517e+07 nChanged 10910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27839 members 
Mstep: Class 2 contains 138369 members 
Entering Unmasked Estep 
Score: -20086240.000000 Penalty: 5962.413574
	Iteration 8F: 3 clusters Score -2.008624e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 143238 members 
Entering Unmasked Estep 
Score: -20092356.000000 Penalty: 5962.413574
	Iteration 9Q: 3 clusters Score -2.009236e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -20094808.000000 Penalty: 5962.413574
	Iteration 10Q: 3 clusters Score -2.009481e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 147732 members 
Entering Unmasked Estep 
Score: -20095840.000000 Penalty: 5962.413574
	Iteration 11Q: 3 clusters Score -2.009584e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 149337 members 
Entering Unmasked Estep 
Score: -20096444.000000 Penalty: 5962.413574
	Iteration 12Q: 3 clusters Score -2.009644e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 150789 members 
Entering Unmasked Estep 
Score: -20096924.000000 Penalty: 5962.413574
	Iteration 13Q: 3 clusters Score -2.009692e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 152046 members 
Entering Unmasked Estep 
Score: -20097238.000000 Penalty: 5962.413574
	Iteration 14Q: 3 clusters Score -2.009724e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 153098 members 
Entering Unmasked Estep 
Score: -20097426.000000 Penalty: 5962.413574
	Iteration 15Q: 3 clusters Score -2.009743e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 154113 members 
Entering Unmasked Estep 
Score: -20097608.000000 Penalty: 5962.413574
	Iteration 16Q: 3 clusters Score -2.009761e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 155035 members 
Entering Unmasked Estep 
Score: -20097814.000000 Penalty: 5962.413574
	Iteration 17Q: 3 clusters Score -2.009781e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 155869 members 
Entering Unmasked Estep 
Score: -20097964.000000 Penalty: 5962.413574
	Iteration 18Q: 3 clusters Score -2.009796e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9620 members 
Mstep: Class 2 contains 156588 members 
Entering Unmasked Estep 
Score: -20098032.000000 Penalty: 5962.413574
	Iteration 19Q: 3 clusters Score -2.009803e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 157271 members 
Entering Unmasked Estep 
Score: -20098096.000000 Penalty: 5962.413574
	Iteration 20F: 3 clusters Score -2.00981e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 157873 members 
Entering Unmasked Estep 
Score: -20098156.000000 Penalty: 5962.413574
	Iteration 21Q: 3 clusters Score -2.009816e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 158393 members 
Entering Unmasked Estep 
Score: -20098196.000000 Penalty: 5962.413574
	Iteration 22Q: 3 clusters Score -2.00982e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 158836 members 
Entering Unmasked Estep 
Score: -20098152.000000 Penalty: 5962.413574
	Iteration 23Q: 3 clusters Score -2.009815e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 159266 members 
Entering Unmasked Estep 
Score: -20098164.000000 Penalty: 5962.413574
	Iteration 24Q: 3 clusters Score -2.009816e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -20098114.000000 Penalty: 5962.413574
	Iteration 25Q: 3 clusters Score -2.009811e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 160016 members 
Entering Unmasked Estep 
Score: -20098202.000000 Penalty: 5962.413574
	Iteration 26Q: 3 clusters Score -2.00982e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 160366 members 
Entering Unmasked Estep 
Score: -20098198.000000 Penalty: 5962.413574
	Iteration 27Q: 3 clusters Score -2.00982e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -20098208.000000 Penalty: 5962.413574
	Iteration 28Q: 3 clusters Score -2.009821e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 160984 members 
Entering Unmasked Estep 
Score: -20098144.000000 Penalty: 5962.413574
	Iteration 29Q: 3 clusters Score -2.009814e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 161252 members 
Entering Unmasked Estep 
Score: -20098118.000000 Penalty: 5962.413574
	Iteration 30Q: 3 clusters Score -2.009812e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 161478 members 
Entering Unmasked Estep 
Score: -20098080.000000 Penalty: 5962.413574
	Iteration 31Q: 3 clusters Score -2.009808e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 161687 members 
Entering Unmasked Estep 
Score: -20098068.000000 Penalty: 5962.413574
	Iteration 32Q: 3 clusters Score -2.009807e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 161878 members 
Entering Unmasked Estep 
Score: -20098062.000000 Penalty: 5962.413574
	Iteration 33Q: 3 clusters Score -2.009806e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 162036 members 
Entering Unmasked Estep 
Score: -20098100.000000 Penalty: 5962.413574
	Iteration 34Q: 3 clusters Score -2.00981e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 162184 members 
Entering Unmasked Estep 
Score: -20098078.000000 Penalty: 5962.413574
	Iteration 35Q: 3 clusters Score -2.009808e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 162321 members 
Entering Unmasked Estep 
Score: -20098090.000000 Penalty: 5962.413574
	Iteration 36Q: 3 clusters Score -2.009809e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 162440 members 
Entering Unmasked Estep 
Score: -20098080.000000 Penalty: 5962.413574
	Iteration 37Q: 3 clusters Score -2.009808e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -20098050.000000 Penalty: 5962.413574
	Iteration 38Q: 3 clusters Score -2.009805e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 162666 members 
Entering Unmasked Estep 
Score: -20098044.000000 Penalty: 5962.413574
	Iteration 39Q: 3 clusters Score -2.009804e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 162763 members 
Entering Unmasked Estep 
Score: -20098036.000000 Penalty: 5962.413574
	Iteration 40F: 3 clusters Score -2.009804e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 162851 members 
Entering Unmasked Estep 
Score: -20098036.000000 Penalty: 5962.413574
	Iteration 41Q: 3 clusters Score -2.009804e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 162929 members 
Entering Unmasked Estep 
Score: -20098044.000000 Penalty: 5962.413574
	Iteration 42Q: 3 clusters Score -2.009804e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 162998 members 
Entering Unmasked Estep 
Score: -20098050.000000 Penalty: 5962.413574
	Iteration 43Q: 3 clusters Score -2.009805e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 163052 members 
Entering Unmasked Estep 
Score: -20098044.000000 Penalty: 5962.413574
	Iteration 44Q: 3 clusters Score -2.009804e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 163109 members 
Entering Unmasked Estep 
Score: -20098032.000000 Penalty: 5962.413574
	Iteration 45Q: 3 clusters Score -2.009803e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 163154 members 
Entering Unmasked Estep 
Score: -20098030.000000 Penalty: 5962.413574
	Iteration 46Q: 3 clusters Score -2.009803e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -20098050.000000 Penalty: 5962.413574
	Iteration 47Q: 3 clusters Score -2.009805e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 163247 members 
Entering Unmasked Estep 
Score: -20098040.000000 Penalty: 5962.413574
	Iteration 48Q: 3 clusters Score -2.009804e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 163284 members 
Entering Unmasked Estep 
Score: -20098022.000000 Penalty: 5962.413574
	Iteration 49Q: 3 clusters Score -2.009802e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 163320 members 
Entering Unmasked Estep 
Score: -20098014.000000 Penalty: 5962.413574
	Iteration 50Q: 3 clusters Score -2.009801e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 163356 members 
Entering Unmasked Estep 
Score: -20098038.000000 Penalty: 5962.413574
	Iteration 51Q: 3 clusters Score -2.009804e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 163384 members 
Entering Unmasked Estep 
Score: -20098054.000000 Penalty: 5962.413574
	Iteration 52Q: 3 clusters Score -2.009805e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 163414 members 
Entering Unmasked Estep 
Score: -20098068.000000 Penalty: 5962.413574
	Iteration 53Q: 3 clusters Score -2.009807e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 163447 members 
Entering Unmasked Estep 
Score: -20098056.000000 Penalty: 5962.413574
	Iteration 54Q: 3 clusters Score -2.009806e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 163478 members 
Entering Unmasked Estep 
Score: -20098058.000000 Penalty: 5962.413574
	Iteration 55Q: 3 clusters Score -2.009806e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 163505 members 
Entering Unmasked Estep 
Score: -20098056.000000 Penalty: 5962.413574
	Iteration 56Q: 3 clusters Score -2.009806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 163533 members 
Entering Unmasked Estep 
Score: -20098056.000000 Penalty: 5962.413574
	Iteration 57Q: 3 clusters Score -2.009806e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 163562 members 
Entering Unmasked Estep 
Score: -20098042.000000 Penalty: 5962.413574
	Iteration 58Q: 3 clusters Score -2.009804e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 163588 members 
Entering Unmasked Estep 
Score: -20098060.000000 Penalty: 5962.413574
	Iteration 59Q: 3 clusters Score -2.009806e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 163608 members 
Entering Unmasked Estep 
Score: -20098054.000000 Penalty: 5962.413574
	Iteration 60F: 3 clusters Score -2.009805e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 163621 members 
Entering Unmasked Estep 
Score: -20098036.000000 Penalty: 5962.413574
	Iteration 61Q: 3 clusters Score -2.009804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 163637 members 
Entering Unmasked Estep 
Score: -20098014.000000 Penalty: 5962.413574
	Iteration 62Q: 3 clusters Score -2.009801e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -20098016.000000 Penalty: 5962.413574
	Iteration 63Q: 3 clusters Score -2.009802e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 163654 members 
Entering Unmasked Estep 
Score: -20098024.000000 Penalty: 5962.413574
	Iteration 64Q: 3 clusters Score -2.009802e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 163664 members 
Entering Unmasked Estep 
Score: -20098014.000000 Penalty: 5962.413574
	Iteration 65Q: 3 clusters Score -2.009801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 163668 members 
Entering Unmasked Estep 
Score: -20097986.000000 Penalty: 5962.413574
	Iteration 66Q: 3 clusters Score -2.009799e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 163674 members 
Entering Unmasked Estep 
Score: -20097996.000000 Penalty: 5962.413574
	Iteration 67Q: 3 clusters Score -2.0098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 163676 members 
Entering Unmasked Estep 
Score: -20097988.000000 Penalty: 5962.413574
	Iteration 68Q: 3 clusters Score -2.009799e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 163679 members 
Entering Unmasked Estep 
Score: -20097992.000000 Penalty: 5962.413574
	Iteration 69Q: 3 clusters Score -2.009799e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -20097992.000000 Penalty: 5962.413574
	Iteration 70Q: 3 clusters Score -2.009799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 163695 members 
Entering Unmasked Estep 
Score: -20097994.000000 Penalty: 5962.413574
	Iteration 71Q: 3 clusters Score -2.009799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 163701 members 
Entering Unmasked Estep 
Score: -20097978.000000 Penalty: 5962.413574
	Iteration 72Q: 3 clusters Score -2.009798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 163708 members 
Entering Unmasked Estep 
Score: -20097976.000000 Penalty: 5962.413574
	Iteration 73Q: 3 clusters Score -2.009798e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 163712 members 
Entering Unmasked Estep 
Score: -20097986.000000 Penalty: 5962.413574
	Iteration 74Q: 3 clusters Score -2.009799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 163716 members 
Entering Unmasked Estep 
Score: -20097968.000000 Penalty: 5962.413574
	Iteration 75Q: 3 clusters Score -2.009797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 163720 members 
Entering Unmasked Estep 
Score: -20097970.000000 Penalty: 5962.413574
	Iteration 76Q: 3 clusters Score -2.009797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -20097980.000000 Penalty: 5962.413574
	Iteration 77Q: 3 clusters Score -2.009798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 163725 members 
Entering Unmasked Estep 
Score: -20097978.000000 Penalty: 5962.413574
	Iteration 78Q: 3 clusters Score -2.009798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 163726 members 
Entering Unmasked Estep 
Score: -20097978.000000 Penalty: 5962.413574
	Iteration 79Q: 3 clusters Score -2.009798e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 163726 members 
Entering Unmasked Estep 
Score: -20097978.000000 Penalty: 5962.413574
	Iteration 80F: 3 clusters Score -2.009798e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (263933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263933 members 
Entering Unmasked Estep 
Score: -31611742.000000 Penalty: 3095.895752
	Iteration 0F: 2 clusters Score -3.161174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131962 members 
Mstep: Class 2 contains 131971 members 
Entering Unmasked Estep 
Score: -31441468.000000 Penalty: 6191.791504
	Iteration 0F: 3 clusters Score -3.144147e+07 nChanged 128090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131268 members 
Mstep: Class 2 contains 132665 members 
Entering Unmasked Estep 
Score: -31517460.000000 Penalty: 6191.791504
	Iteration 1F: 3 clusters Score -3.151746e+07 nChanged 6725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130753 members 
Mstep: Class 2 contains 133180 members 
Entering Unmasked Estep 
Score: -31518724.000000 Penalty: 6191.791504
	Iteration 2Q: 3 clusters Score -3.151872e+07 nChanged 7415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129942 members 
Mstep: Class 2 contains 133991 members 
Entering Unmasked Estep 
Score: -31520524.000000 Penalty: 6191.791504
	Iteration 3Q: 3 clusters Score -3.152052e+07 nChanged 8645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128563 members 
Mstep: Class 2 contains 135370 members 
Entering Unmasked Estep 
Score: -31522636.000000 Penalty: 6191.791504
	Iteration 4Q: 3 clusters Score -3.152264e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126403 members 
Mstep: Class 2 contains 137530 members 
Entering Unmasked Estep 
Score: -31526228.000000 Penalty: 6191.791504
	Iteration 5Q: 3 clusters Score -3.152623e+07 nChanged 11898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123303 members 
Mstep: Class 2 contains 140630 members 
Entering Unmasked Estep 
Score: -31531280.000000 Penalty: 6191.791504
	Iteration 6Q: 3 clusters Score -3.153128e+07 nChanged 14073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118802 members 
Mstep: Class 2 contains 145131 members 
Entering Unmasked Estep 
Score: -31538132.000000 Penalty: 6191.791504
	Iteration 7F: 3 clusters Score -3.153813e+07 nChanged 15920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113020 members 
Mstep: Class 2 contains 150913 members 
Entering Unmasked Estep 
Score: -31547262.000000 Penalty: 6191.791504
	Iteration 8F: 3 clusters Score -3.154726e+07 nChanged 16485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106545 members 
Mstep: Class 2 contains 157388 members 
Entering Unmasked Estep 
Score: -31557694.000000 Penalty: 6191.791504
	Iteration 9F: 3 clusters Score -3.155769e+07 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 163513 members 
Entering Unmasked Estep 
Score: -31568532.000000 Penalty: 6191.791504
	Iteration 10F: 3 clusters Score -3.156853e+07 nChanged 13252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95558 members 
Mstep: Class 2 contains 168375 members 
Entering Unmasked Estep 
Score: -31577950.000000 Penalty: 6191.791504
	Iteration 11F: 3 clusters Score -3.157795e+07 nChanged 10507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91417 members 
Mstep: Class 2 contains 172516 members 
Entering Unmasked Estep 
Score: -31585068.000000 Penalty: 6191.791504
	Iteration 12Q: 3 clusters Score -3.158507e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87257 members 
Mstep: Class 2 contains 176676 members 
Entering Unmasked Estep 
Score: -31589174.000000 Penalty: 6191.791504
	Iteration 13Q: 3 clusters Score -3.158917e+07 nChanged 5523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82876 members 
Mstep: Class 2 contains 181057 members 
Entering Unmasked Estep 
Score: -31592174.000000 Penalty: 6191.791504
	Iteration 14Q: 3 clusters Score -3.159217e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78582 members 
Mstep: Class 2 contains 185351 members 
Entering Unmasked Estep 
Score: -31594490.000000 Penalty: 6191.791504
	Iteration 15Q: 3 clusters Score -3.159449e+07 nChanged 4480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74580 members 
Mstep: Class 2 contains 189353 members 
Entering Unmasked Estep 
Score: -31596376.000000 Penalty: 6191.791504
	Iteration 16Q: 3 clusters Score -3.159638e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71007 members 
Mstep: Class 2 contains 192926 members 
Entering Unmasked Estep 
Score: -31597766.000000 Penalty: 6191.791504
	Iteration 17Q: 3 clusters Score -3.159777e+07 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67771 members 
Mstep: Class 2 contains 196162 members 
Entering Unmasked Estep 
Score: -31599026.000000 Penalty: 6191.791504
	Iteration 18Q: 3 clusters Score -3.159903e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64768 members 
Mstep: Class 2 contains 199165 members 
Entering Unmasked Estep 
Score: -31599788.000000 Penalty: 6191.791504
	Iteration 19Q: 3 clusters Score -3.159979e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61968 members 
Mstep: Class 2 contains 201965 members 
Entering Unmasked Estep 
Score: -31600422.000000 Penalty: 6191.791504
	Iteration 20F: 3 clusters Score -3.160042e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59291 members 
Mstep: Class 2 contains 204642 members 
Entering Unmasked Estep 
Score: -31600710.000000 Penalty: 6191.791504
	Iteration 21Q: 3 clusters Score -3.160071e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56695 members 
Mstep: Class 2 contains 207238 members 
Entering Unmasked Estep 
Score: -31601216.000000 Penalty: 6191.791504
	Iteration 22Q: 3 clusters Score -3.160122e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54207 members 
Mstep: Class 2 contains 209726 members 
Entering Unmasked Estep 
Score: -31601614.000000 Penalty: 6191.791504
	Iteration 23Q: 3 clusters Score -3.160161e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51810 members 
Mstep: Class 2 contains 212123 members 
Entering Unmasked Estep 
Score: -31601934.000000 Penalty: 6191.791504
	Iteration 24Q: 3 clusters Score -3.160193e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49509 members 
Mstep: Class 2 contains 214424 members 
Entering Unmasked Estep 
Score: -31602146.000000 Penalty: 6191.791504
	Iteration 25Q: 3 clusters Score -3.160215e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47278 members 
Mstep: Class 2 contains 216655 members 
Entering Unmasked Estep 
Score: -31602538.000000 Penalty: 6191.791504
	Iteration 26Q: 3 clusters Score -3.160254e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45082 members 
Mstep: Class 2 contains 218851 members 
Entering Unmasked Estep 
Score: -31603020.000000 Penalty: 6191.791504
	Iteration 27Q: 3 clusters Score -3.160302e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42968 members 
Mstep: Class 2 contains 220965 members 
Entering Unmasked Estep 
Score: -31603178.000000 Penalty: 6191.791504
	Iteration 28Q: 3 clusters Score -3.160318e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40971 members 
Mstep: Class 2 contains 222962 members 
Entering Unmasked Estep 
Score: -31603492.000000 Penalty: 6191.791504
	Iteration 29Q: 3 clusters Score -3.160349e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39056 members 
Mstep: Class 2 contains 224877 members 
Entering Unmasked Estep 
Score: -31603984.000000 Penalty: 6191.791504
	Iteration 30Q: 3 clusters Score -3.160398e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37208 members 
Mstep: Class 2 contains 226725 members 
Entering Unmasked Estep 
Score: -31604338.000000 Penalty: 6191.791504
	Iteration 31Q: 3 clusters Score -3.160434e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 228439 members 
Entering Unmasked Estep 
Score: -31604522.000000 Penalty: 6191.791504
	Iteration 32Q: 3 clusters Score -3.160452e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33860 members 
Mstep: Class 2 contains 230073 members 
Entering Unmasked Estep 
Score: -31604778.000000 Penalty: 6191.791504
	Iteration 33Q: 3 clusters Score -3.160478e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32274 members 
Mstep: Class 2 contains 231659 members 
Entering Unmasked Estep 
Score: -31605066.000000 Penalty: 6191.791504
	Iteration 34Q: 3 clusters Score -3.160507e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 233176 members 
Entering Unmasked Estep 
Score: -31605286.000000 Penalty: 6191.791504
	Iteration 35Q: 3 clusters Score -3.160529e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Mstep: Class 2 contains 234602 members 
Entering Unmasked Estep 
Score: -31605632.000000 Penalty: 6191.791504
	Iteration 36Q: 3 clusters Score -3.160563e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 235934 members 
Entering Unmasked Estep 
Score: -31605950.000000 Penalty: 6191.791504
	Iteration 37Q: 3 clusters Score -3.160595e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 237228 members 
Entering Unmasked Estep 
Score: -31606274.000000 Penalty: 6191.791504
	Iteration 38Q: 3 clusters Score -3.160627e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25438 members 
Mstep: Class 2 contains 238495 members 
Entering Unmasked Estep 
Score: -31606454.000000 Penalty: 6191.791504
	Iteration 39Q: 3 clusters Score -3.160645e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 239721 members 
Entering Unmasked Estep 
Score: -31606594.000000 Penalty: 6191.791504
	Iteration 40F: 3 clusters Score -3.160659e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23057 members 
Mstep: Class 2 contains 240876 members 
Entering Unmasked Estep 
Score: -31606774.000000 Penalty: 6191.791504
	Iteration 41Q: 3 clusters Score -3.160677e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 241961 members 
Entering Unmasked Estep 
Score: -31606878.000000 Penalty: 6191.791504
	Iteration 42Q: 3 clusters Score -3.160688e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 242973 members 
Entering Unmasked Estep 
Score: -31607096.000000 Penalty: 6191.791504
	Iteration 43Q: 3 clusters Score -3.16071e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20035 members 
Mstep: Class 2 contains 243898 members 
Entering Unmasked Estep 
Score: -31607270.000000 Penalty: 6191.791504
	Iteration 44Q: 3 clusters Score -3.160727e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 244758 members 
Entering Unmasked Estep 
Score: -31607412.000000 Penalty: 6191.791504
	Iteration 45Q: 3 clusters Score -3.160741e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 245574 members 
Entering Unmasked Estep 
Score: -31607506.000000 Penalty: 6191.791504
	Iteration 46Q: 3 clusters Score -3.160751e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 246350 members 
Entering Unmasked Estep 
Score: -31607656.000000 Penalty: 6191.791504
	Iteration 47Q: 3 clusters Score -3.160766e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 247047 members 
Entering Unmasked Estep 
Score: -31607730.000000 Penalty: 6191.791504
	Iteration 48Q: 3 clusters Score -3.160773e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Mstep: Class 2 contains 247699 members 
Entering Unmasked Estep 
Score: -31607854.000000 Penalty: 6191.791504
	Iteration 49Q: 3 clusters Score -3.160785e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 248290 members 
Entering Unmasked Estep 
Score: -31607982.000000 Penalty: 6191.791504
	Iteration 50Q: 3 clusters Score -3.160798e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 248853 members 
Entering Unmasked Estep 
Score: -31607954.000000 Penalty: 6191.791504
	Iteration 51Q: 3 clusters Score -3.160795e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 249417 members 
Entering Unmasked Estep 
Score: -31607914.000000 Penalty: 6191.791504
	Iteration 52Q: 3 clusters Score -3.160791e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13993 members 
Mstep: Class 2 contains 249940 members 
Entering Unmasked Estep 
Score: -31607986.000000 Penalty: 6191.791504
	Iteration 53Q: 3 clusters Score -3.160799e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 250475 members 
Entering Unmasked Estep 
Score: -31608100.000000 Penalty: 6191.791504
	Iteration 54Q: 3 clusters Score -3.16081e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 251003 members 
Entering Unmasked Estep 
Score: -31608150.000000 Penalty: 6191.791504
	Iteration 55Q: 3 clusters Score -3.160815e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 251501 members 
Entering Unmasked Estep 
Score: -31608244.000000 Penalty: 6191.791504
	Iteration 56Q: 3 clusters Score -3.160824e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 251984 members 
Entering Unmasked Estep 
Score: -31608338.000000 Penalty: 6191.791504
	Iteration 57Q: 3 clusters Score -3.160834e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 252409 members 
Entering Unmasked Estep 
Score: -31608416.000000 Penalty: 6191.791504
	Iteration 58Q: 3 clusters Score -3.160842e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 252818 members 
Entering Unmasked Estep 
Score: -31608518.000000 Penalty: 6191.791504
	Iteration 59Q: 3 clusters Score -3.160852e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 253197 members 
Entering Unmasked Estep 
Score: -31608620.000000 Penalty: 6191.791504
	Iteration 60F: 3 clusters Score -3.160862e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 253577 members 
Entering Unmasked Estep 
Score: -31608678.000000 Penalty: 6191.791504
	Iteration 61Q: 3 clusters Score -3.160868e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 253929 members 
Entering Unmasked Estep 
Score: -31608742.000000 Penalty: 6191.791504
	Iteration 62Q: 3 clusters Score -3.160874e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 254261 members 
Entering Unmasked Estep 
Score: -31608882.000000 Penalty: 6191.791504
	Iteration 63Q: 3 clusters Score -3.160888e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 254534 members 
Entering Unmasked Estep 
Score: -31608900.000000 Penalty: 6191.791504
	Iteration 64Q: 3 clusters Score -3.16089e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 254798 members 
Entering Unmasked Estep 
Score: -31608970.000000 Penalty: 6191.791504
	Iteration 65Q: 3 clusters Score -3.160897e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 255088 members 
Entering Unmasked Estep 
Score: -31609036.000000 Penalty: 6191.791504
	Iteration 66Q: 3 clusters Score -3.160904e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 255351 members 
Entering Unmasked Estep 
Score: -31609080.000000 Penalty: 6191.791504
	Iteration 67Q: 3 clusters Score -3.160908e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 255593 members 
Entering Unmasked Estep 
Score: -31609100.000000 Penalty: 6191.791504
	Iteration 68Q: 3 clusters Score -3.16091e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 255827 members 
Entering Unmasked Estep 
Score: -31609102.000000 Penalty: 6191.791504
	Iteration 69Q: 3 clusters Score -3.16091e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 256048 members 
Entering Unmasked Estep 
Score: -31609090.000000 Penalty: 6191.791504
	Iteration 70Q: 3 clusters Score -3.160909e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 256255 members 
Entering Unmasked Estep 
Score: -31609218.000000 Penalty: 6191.791504
	Iteration 71Q: 3 clusters Score -3.160922e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 256449 members 
Entering Unmasked Estep 
Score: -31609192.000000 Penalty: 6191.791504
	Iteration 72Q: 3 clusters Score -3.160919e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 256625 members 
Entering Unmasked Estep 
Score: -31609186.000000 Penalty: 6191.791504
	Iteration 73Q: 3 clusters Score -3.160919e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 256803 members 
Entering Unmasked Estep 
Score: -31609216.000000 Penalty: 6191.791504
	Iteration 74Q: 3 clusters Score -3.160922e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 256965 members 
Entering Unmasked Estep 
Score: -31609172.000000 Penalty: 6191.791504
	Iteration 75Q: 3 clusters Score -3.160917e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 257105 members 
Entering Unmasked Estep 
Score: -31609136.000000 Penalty: 6191.791504
	Iteration 76Q: 3 clusters Score -3.160914e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 257242 members 
Entering Unmasked Estep 
Score: -31609166.000000 Penalty: 6191.791504
	Iteration 77Q: 3 clusters Score -3.160917e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 257383 members 
Entering Unmasked Estep 
Score: -31609204.000000 Penalty: 6191.791504
	Iteration 78Q: 3 clusters Score -3.16092e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 257496 members 
Entering Unmasked Estep 
Score: -31609240.000000 Penalty: 6191.791504
	Iteration 79Q: 3 clusters Score -3.160924e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 257599 members 
Entering Unmasked Estep 
Score: -31609236.000000 Penalty: 6191.791504
	Iteration 80F: 3 clusters Score -3.160924e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 257695 members 
Entering Unmasked Estep 
Score: -31609254.000000 Penalty: 6191.791504
	Iteration 81Q: 3 clusters Score -3.160925e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 257797 members 
Entering Unmasked Estep 
Score: -31609190.000000 Penalty: 6191.791504
	Iteration 82Q: 3 clusters Score -3.160919e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 257897 members 
Entering Unmasked Estep 
Score: -31609210.000000 Penalty: 6191.791504
	Iteration 83Q: 3 clusters Score -3.160921e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 258012 members 
Entering Unmasked Estep 
Score: -31609164.000000 Penalty: 6191.791504
	Iteration 84Q: 3 clusters Score -3.160916e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 258114 members 
Entering Unmasked Estep 
Score: -31609170.000000 Penalty: 6191.791504
	Iteration 85Q: 3 clusters Score -3.160917e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 258202 members 
Entering Unmasked Estep 
Score: -31609228.000000 Penalty: 6191.791504
	Iteration 86Q: 3 clusters Score -3.160923e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 258291 members 
Entering Unmasked Estep 
Score: -31609236.000000 Penalty: 6191.791504
	Iteration 87Q: 3 clusters Score -3.160924e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 258398 members 
Entering Unmasked Estep 
Score: -31609216.000000 Penalty: 6191.791504
	Iteration 88Q: 3 clusters Score -3.160922e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 258487 members 
Entering Unmasked Estep 
Score: -31609244.000000 Penalty: 6191.791504
	Iteration 89Q: 3 clusters Score -3.160924e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 258558 members 
Entering Unmasked Estep 
Score: -31609204.000000 Penalty: 6191.791504
	Iteration 90Q: 3 clusters Score -3.16092e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 258653 members 
Entering Unmasked Estep 
Score: -31609198.000000 Penalty: 6191.791504
	Iteration 91Q: 3 clusters Score -3.16092e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 258741 members 
Entering Unmasked Estep 
Score: -31609166.000000 Penalty: 6191.791504
	Iteration 92Q: 3 clusters Score -3.160917e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 258826 members 
Entering Unmasked Estep 
Score: -31609190.000000 Penalty: 6191.791504
	Iteration 93Q: 3 clusters Score -3.160919e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 258920 members 
Entering Unmasked Estep 
Score: -31609174.000000 Penalty: 6191.791504
	Iteration 94Q: 3 clusters Score -3.160917e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 258988 members 
Entering Unmasked Estep 
Score: -31609190.000000 Penalty: 6191.791504
	Iteration 95Q: 3 clusters Score -3.160919e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 259061 members 
Entering Unmasked Estep 
Score: -31609140.000000 Penalty: 6191.791504
	Iteration 96Q: 3 clusters Score -3.160914e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 259136 members 
Entering Unmasked Estep 
Score: -31609170.000000 Penalty: 6191.791504
	Iteration 97Q: 3 clusters Score -3.160917e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 259212 members 
Entering Unmasked Estep 
Score: -31609192.000000 Penalty: 6191.791504
	Iteration 98Q: 3 clusters Score -3.160919e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 259286 members 
Entering Unmasked Estep 
Score: -31609164.000000 Penalty: 6191.791504
	Iteration 99Q: 3 clusters Score -3.160916e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 259349 members 
Entering Unmasked Estep 
Score: -31609170.000000 Penalty: 6191.791504
	Iteration 100F: 3 clusters Score -3.160917e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 259407 members 
Entering Unmasked Estep 
Score: -31609132.000000 Penalty: 6191.791504
	Iteration 101Q: 3 clusters Score -3.160913e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 259463 members 
Entering Unmasked Estep 
Score: -31609138.000000 Penalty: 6191.791504
	Iteration 102Q: 3 clusters Score -3.160914e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 259505 members 
Entering Unmasked Estep 
Score: -31609158.000000 Penalty: 6191.791504
	Iteration 103Q: 3 clusters Score -3.160916e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 259540 members 
Entering Unmasked Estep 
Score: -31609150.000000 Penalty: 6191.791504
	Iteration 104Q: 3 clusters Score -3.160915e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 259581 members 
Entering Unmasked Estep 
Score: -31609174.000000 Penalty: 6191.791504
	Iteration 105Q: 3 clusters Score -3.160917e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 259617 members 
Entering Unmasked Estep 
Score: -31609198.000000 Penalty: 6191.791504
	Iteration 106Q: 3 clusters Score -3.16092e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 259659 members 
Entering Unmasked Estep 
Score: -31609188.000000 Penalty: 6191.791504
	Iteration 107Q: 3 clusters Score -3.160919e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 259705 members 
Entering Unmasked Estep 
Score: -31609186.000000 Penalty: 6191.791504
	Iteration 108Q: 3 clusters Score -3.160919e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 259751 members 
Entering Unmasked Estep 
Score: -31609196.000000 Penalty: 6191.791504
	Iteration 109Q: 3 clusters Score -3.16092e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 259809 members 
Entering Unmasked Estep 
Score: -31609236.000000 Penalty: 6191.791504
	Iteration 110Q: 3 clusters Score -3.160924e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 259861 members 
Entering Unmasked Estep 
Score: -31609240.000000 Penalty: 6191.791504
	Iteration 111Q: 3 clusters Score -3.160924e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 259914 members 
Entering Unmasked Estep 
Score: -31609252.000000 Penalty: 6191.791504
	Iteration 112Q: 3 clusters Score -3.160925e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 259971 members 
Entering Unmasked Estep 
Score: -31609256.000000 Penalty: 6191.791504
	Iteration 113Q: 3 clusters Score -3.160926e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 260026 members 
Entering Unmasked Estep 
Score: -31609234.000000 Penalty: 6191.791504
	Iteration 114Q: 3 clusters Score -3.160923e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 260080 members 
Entering Unmasked Estep 
Score: -31609228.000000 Penalty: 6191.791504
	Iteration 115Q: 3 clusters Score -3.160923e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 260142 members 
Entering Unmasked Estep 
Score: -31609210.000000 Penalty: 6191.791504
	Iteration 116Q: 3 clusters Score -3.160921e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 260187 members 
Entering Unmasked Estep 
Score: -31609186.000000 Penalty: 6191.791504
	Iteration 117Q: 3 clusters Score -3.160919e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 260246 members 
Entering Unmasked Estep 
Score: -31609242.000000 Penalty: 6191.791504
	Iteration 118Q: 3 clusters Score -3.160924e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 260297 members 
Entering Unmasked Estep 
Score: -31609258.000000 Penalty: 6191.791504
	Iteration 119Q: 3 clusters Score -3.160926e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 260350 members 
Entering Unmasked Estep 
Score: -31609240.000000 Penalty: 6191.791504
	Iteration 120F: 3 clusters Score -3.160924e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 260401 members 
Entering Unmasked Estep 
Score: -31609250.000000 Penalty: 6191.791504
	Iteration 121Q: 3 clusters Score -3.160925e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 260438 members 
Entering Unmasked Estep 
Score: -31609276.000000 Penalty: 6191.791504
	Iteration 122Q: 3 clusters Score -3.160928e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 260469 members 
Entering Unmasked Estep 
Score: -31609264.000000 Penalty: 6191.791504
	Iteration 123Q: 3 clusters Score -3.160926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 260505 members 
Entering Unmasked Estep 
Score: -31609286.000000 Penalty: 6191.791504
	Iteration 124Q: 3 clusters Score -3.160929e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 260550 members 
Entering Unmasked Estep 
Score: -31609302.000000 Penalty: 6191.791504
	Iteration 125Q: 3 clusters Score -3.16093e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 260580 members 
Entering Unmasked Estep 
Score: -31609342.000000 Penalty: 6191.791504
	Iteration 126Q: 3 clusters Score -3.160934e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 260608 members 
Entering Unmasked Estep 
Score: -31609358.000000 Penalty: 6191.791504
	Iteration 127Q: 3 clusters Score -3.160936e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 260642 members 
Entering Unmasked Estep 
Score: -31609344.000000 Penalty: 6191.791504
	Iteration 128Q: 3 clusters Score -3.160934e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 260668 members 
Entering Unmasked Estep 
Score: -31609336.000000 Penalty: 6191.791504
	Iteration 129Q: 3 clusters Score -3.160934e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 260692 members 
Entering Unmasked Estep 
Score: -31609390.000000 Penalty: 6191.791504
	Iteration 130Q: 3 clusters Score -3.160939e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 260724 members 
Entering Unmasked Estep 
Score: -31609422.000000 Penalty: 6191.791504
	Iteration 131Q: 3 clusters Score -3.160942e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 260763 members 
Entering Unmasked Estep 
Score: -31609432.000000 Penalty: 6191.791504
	Iteration 132Q: 3 clusters Score -3.160943e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 260788 members 
Entering Unmasked Estep 
Score: -31609444.000000 Penalty: 6191.791504
	Iteration 133Q: 3 clusters Score -3.160944e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 260817 members 
Entering Unmasked Estep 
Score: -31609456.000000 Penalty: 6191.791504
	Iteration 134Q: 3 clusters Score -3.160946e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 260844 members 
Entering Unmasked Estep 
Score: -31609474.000000 Penalty: 6191.791504
	Iteration 135Q: 3 clusters Score -3.160947e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 260870 members 
Entering Unmasked Estep 
Score: -31609454.000000 Penalty: 6191.791504
	Iteration 136Q: 3 clusters Score -3.160945e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 260886 members 
Entering Unmasked Estep 
Score: -31609470.000000 Penalty: 6191.791504
	Iteration 137Q: 3 clusters Score -3.160947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 260900 members 
Entering Unmasked Estep 
Score: -31609464.000000 Penalty: 6191.791504
	Iteration 138Q: 3 clusters Score -3.160946e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 260914 members 
Entering Unmasked Estep 
Score: -31609456.000000 Penalty: 6191.791504
	Iteration 139Q: 3 clusters Score -3.160946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 260927 members 
Entering Unmasked Estep 
Score: -31609468.000000 Penalty: 6191.791504
	Iteration 140F: 3 clusters Score -3.160947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 260940 members 
Entering Unmasked Estep 
Score: -31609462.000000 Penalty: 6191.791504
	Iteration 141Q: 3 clusters Score -3.160946e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 260951 members 
Entering Unmasked Estep 
Score: -31609436.000000 Penalty: 6191.791504
	Iteration 142Q: 3 clusters Score -3.160944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 260958 members 
Entering Unmasked Estep 
Score: -31609424.000000 Penalty: 6191.791504
	Iteration 143Q: 3 clusters Score -3.160942e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 260965 members 
Entering Unmasked Estep 
Score: -31609438.000000 Penalty: 6191.791504
	Iteration 144Q: 3 clusters Score -3.160944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 260971 members 
Entering Unmasked Estep 
Score: -31609430.000000 Penalty: 6191.791504
	Iteration 145Q: 3 clusters Score -3.160943e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 260978 members 
Entering Unmasked Estep 
Score: -31609432.000000 Penalty: 6191.791504
	Iteration 146Q: 3 clusters Score -3.160943e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 260981 members 
Entering Unmasked Estep 
Score: -31609428.000000 Penalty: 6191.791504
	Iteration 147Q: 3 clusters Score -3.160943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 260982 members 
Entering Unmasked Estep 
Score: -31609418.000000 Penalty: 6191.791504
	Iteration 148Q: 3 clusters Score -3.160942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 260984 members 
Entering Unmasked Estep 
Score: -31609420.000000 Penalty: 6191.791504
	Iteration 149Q: 3 clusters Score -3.160942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 260986 members 
Entering Unmasked Estep 
Score: -31609418.000000 Penalty: 6191.791504
	Iteration 150Q: 3 clusters Score -3.160942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 260987 members 
Entering Unmasked Estep 
Score: -31609434.000000 Penalty: 6191.791504
	Iteration 151Q: 3 clusters Score -3.160943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 260988 members 
Entering Unmasked Estep 
Score: -31609434.000000 Penalty: 6191.791504
	Iteration 152Q: 3 clusters Score -3.160943e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 260991 members 
Entering Unmasked Estep 
Score: -31609446.000000 Penalty: 6191.791504
	Iteration 153Q: 3 clusters Score -3.160945e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 260994 members 
Entering Unmasked Estep 
Score: -31609422.000000 Penalty: 6191.791504
	Iteration 154Q: 3 clusters Score -3.160942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 260996 members 
Entering Unmasked Estep 
Score: -31609418.000000 Penalty: 6191.791504
	Iteration 155Q: 3 clusters Score -3.160942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 260997 members 
Entering Unmasked Estep 
Score: -31609412.000000 Penalty: 6191.791504
	Iteration 156Q: 3 clusters Score -3.160941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 260998 members 
Entering Unmasked Estep 
Score: -31609418.000000 Penalty: 6191.791504
	Iteration 157Q: 3 clusters Score -3.160942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 260999 members 
Entering Unmasked Estep 
Score: -31609404.000000 Penalty: 6191.791504
	Iteration 158Q: 3 clusters Score -3.16094e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 260999 members 
Entering Unmasked Estep 
Score: -31609404.000000 Penalty: 6191.791504
	Iteration 159F: 3 clusters Score -3.16094e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (18267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Entering Unmasked Estep 
Score: -2209150.250000 Penalty: 2433.586914
	Iteration 0F: 2 clusters Score -2209150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -2196160.250000 Penalty: 4867.173828
	Iteration 0F: 3 clusters Score -2196160 nChanged 8108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -2200484.250000 Penalty: 4867.173828
	Iteration 1F: 3 clusters Score -2200484 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2200906.000000 Penalty: 4867.173828
	Iteration 2F: 3 clusters Score -2200906 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2201349.500000 Penalty: 4867.173828
	Iteration 3F: 3 clusters Score -2201350 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -2201857.500000 Penalty: 4867.173828
	Iteration 4F: 3 clusters Score -2201858 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -2202517.500000 Penalty: 4867.173828
	Iteration 5F: 3 clusters Score -2202518 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -2203405.000000 Penalty: 4867.173828
	Iteration 6F: 3 clusters Score -2203405 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -2204471.750000 Penalty: 4867.173828
	Iteration 7F: 3 clusters Score -2204472 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2205500.750000 Penalty: 4867.173828
	Iteration 8F: 3 clusters Score -2205501 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2206200.250000 Penalty: 4867.173828
	Iteration 9Q: 3 clusters Score -2206200 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2206556.750000 Penalty: 4867.173828
	Iteration 10Q: 3 clusters Score -2206557 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 17789 members 
Entering Unmasked Estep 
Score: -2206754.500000 Penalty: 4867.173828
	Iteration 11Q: 3 clusters Score -2206754 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2206862.750000 Penalty: 4867.173828
	Iteration 12Q: 3 clusters Score -2206863 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2206930.500000 Penalty: 4867.173828
	Iteration 13Q: 3 clusters Score -2206930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2206956.750000 Penalty: 4867.173828
	Iteration 14Q: 3 clusters Score -2206957 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2206975.000000 Penalty: 4867.173828
	Iteration 15Q: 3 clusters Score -2206975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -2206992.250000 Penalty: 4867.173828
	Iteration 16Q: 3 clusters Score -2206992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2207011.000000 Penalty: 4867.173828
	Iteration 17Q: 3 clusters Score -2207011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2207013.500000 Penalty: 4867.173828
	Iteration 18Q: 3 clusters Score -2207014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -2207018.250000 Penalty: 4867.173828
	Iteration 19Q: 3 clusters Score -2207018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2207022.000000 Penalty: 4867.173828
	Iteration 20F: 3 clusters Score -2207022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -2207034.750000 Penalty: 4867.173828
	Iteration 21Q: 3 clusters Score -2207035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2207037.500000 Penalty: 4867.173828
	Iteration 22Q: 3 clusters Score -2207038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2207038.750000 Penalty: 4867.173828
	Iteration 23Q: 3 clusters Score -2207039 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2207039.000000 Penalty: 4867.173828
	Iteration 24Q: 3 clusters Score -2207039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2207040.000000 Penalty: 4867.173828
	Iteration 25Q: 3 clusters Score -2207040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2207043.250000 Penalty: 4867.173828
	Iteration 26Q: 3 clusters Score -2207043 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2207042.250000 Penalty: 4867.173828
	Iteration 27Q: 3 clusters Score -2207042 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2207048.000000 Penalty: 4867.173828
	Iteration 28Q: 3 clusters Score -2207048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2207047.750000 Penalty: 4867.173828
	Iteration 29Q: 3 clusters Score -2207048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2207048.500000 Penalty: 4867.173828
	Iteration 30Q: 3 clusters Score -2207048 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 18025 members 
Entering Unmasked Estep 
Score: -2207051.750000 Penalty: 4867.173828
	Iteration 31Q: 3 clusters Score -2207052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2207055.250000 Penalty: 4867.173828
	Iteration 32Q: 3 clusters Score -2207055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2207055.250000 Penalty: 4867.173828
	Iteration 33F: 3 clusters Score -2207055 nChanged 0
--- Evaluating fit on full set of 2053200 points ---
Entering Unmasked Estep 
Score: -242891936.000000 Penalty: 28837.261719
22->9 Clusters: Score -242891936.000000, best is -243555984.000000

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 684400 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31197 members 
Mstep: Class 2 contains 31138 members 
Mstep: Class 3 contains 30982 members 
Mstep: Class 4 contains 31057 members 
Mstep: Class 5 contains 31256 members 
Mstep: Class 6 contains 31070 members 
Mstep: Class 7 contains 31302 members 
Mstep: Class 8 contains 31292 members 
Mstep: Class 9 contains 31089 members 
Mstep: Class 10 contains 31245 members 
Mstep: Class 11 contains 31021 members 
Mstep: Class 12 contains 31097 members 
Mstep: Class 13 contains 31130 members 
Mstep: Class 14 contains 31295 members 
Mstep: Class 15 contains 30828 members 
Mstep: Class 16 contains 30852 members 
Mstep: Class 17 contains 30989 members 
Mstep: Class 18 contains 31315 members 
Mstep: Class 19 contains 31130 members 
Mstep: Class 20 contains 31250 members 
Mstep: Class 21 contains 30803 members 
Mstep: Class 22 contains 31062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 624.197693 but Gain 3332.203125
Score: -78892704.000000 Penalty: 69976.234375
Iteration 0F: 22 clusters Score -7.88927e+07 nChanged 648551
Entering Unmasked Mstep 
Mstep: Class 0 contains 223 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 59789 members 
Mstep: Class 3 contains 15982 members 
Mstep: Class 4 contains 25477 members 
Mstep: Class 5 contains 64771 members 
Mstep: Class 6 contains 19633 members 
Mstep: Class 7 contains 64227 members 
Mstep: Class 8 contains 17351 members 
Mstep: Class 9 contains 14788 members 
Mstep: Class 10 contains 24550 members 
Mstep: Class 11 contains 45258 members 
Mstep: Class 12 contains 21912 members 
Mstep: Class 13 contains 32824 members 
Mstep: Class 14 contains 73207 members 
Mstep: Class 16 contains 25910 members 
Mstep: Class 17 contains 27806 members 
Mstep: Class 18 contains 22020 members 
Mstep: Class 19 contains 50546 members 
Mstep: Class 20 contains 12674 members 
Mstep: Class 21 contains 16074 members 
Mstep: Class 22 contains 15999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80267712.000000 Penalty: 69976.234375
Iteration 1F: 22 clusters Score -8.026771e+07 nChanged 202932
Entering Unmasked Mstep 
Mstep: Class 0 contains 138 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 60183 members 
Mstep: Class 3 contains 11265 members 
Mstep: Class 4 contains 23597 members 
Mstep: Class 5 contains 65545 members 
Mstep: Class 6 contains 13175 members 
Mstep: Class 7 contains 77250 members 
Mstep: Class 8 contains 14334 members 
Mstep: Class 9 contains 10131 members 
Mstep: Class 10 contains 15395 members 
Mstep: Class 11 contains 49507 members 
Mstep: Class 12 contains 13424 members 
Mstep: Class 13 contains 28108 members 
Mstep: Class 14 contains 92480 members 
Mstep: Class 16 contains 21447 members 
Mstep: Class 17 contains 31573 members 
Mstep: Class 18 contains 21968 members 
Mstep: Class 19 contains 65439 members 
Mstep: Class 20 contains 8114 members 
Mstep: Class 21 contains 13078 members 
Mstep: Class 22 contains 13371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80475176.000000 Penalty: 69976.234375
Iteration 2F: 22 clusters Score -8.047518e+07 nChanged 139543
Entering Unmasked Mstep 
Mstep: Class 0 contains 99 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 64671 members 
Mstep: Class 3 contains 7678 members 
Mstep: Class 4 contains 20095 members 
Mstep: Class 5 contains 74940 members 
Mstep: Class 6 contains 7849 members 
Mstep: Class 7 contains 88445 members 
Mstep: Class 8 contains 11190 members 
Mstep: Class 9 contains 6716 members 
Mstep: Class 10 contains 9043 members 
Mstep: Class 11 contains 48024 members 
Mstep: Class 12 contains 7750 members 
Mstep: Class 13 contains 21935 members 
Mstep: Class 14 contains 112782 members 
Mstep: Class 16 contains 17361 members 
Mstep: Class 17 contains 32021 members 
Mstep: Class 18 contains 19155 members 
Mstep: Class 19 contains 76579 members 
Mstep: Class 20 contains 5265 members 
Mstep: Class 21 contains 9557 members 
Mstep: Class 22 contains 10062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3283.748535 but Gain 3332.195312
Score: -80587520.000000 Penalty: 66644.039062
Iteration 3F: 21 clusters Score -8.058752e+07 nChanged 114397
Entering Unmasked Mstep 
Mstep: Class 0 contains 70 members 
Mstep: Class 1 contains 28806 members 
Mstep: Class 2 contains 67562 members 
Mstep: Class 3 contains 5117 members 
Mstep: Class 4 contains 15402 members 
Mstep: Class 5 contains 92805 members 
Mstep: Class 6 contains 3955 members 
Mstep: Class 7 contains 97535 members 
Mstep: Class 8 contains 7824 members 
Mstep: Class 9 contains 4413 members 
Mstep: Class 10 contains 5242 members 
Mstep: Class 11 contains 42772 members 
Mstep: Class 12 contains 4814 members 
Mstep: Class 13 contains 14491 members 
Mstep: Class 14 contains 135313 members 
Mstep: Class 16 contains 13138 members 
Mstep: Class 17 contains 31972 members 
Mstep: Class 18 contains 14697 members 
Mstep: Class 19 contains 85447 members 
Mstep: Class 21 contains 6337 members 
Mstep: Class 22 contains 6688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 2137.833252 but Gain 3332.207031
Score: -80683248.000000 Penalty: 63311.832031
Iteration 4F: 20 clusters Score -8.068325e+07 nChanged 99161
Entering Unmasked Mstep 
Mstep: Class 0 contains 43 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 66735 members 
Mstep: Class 3 contains 3279 members 
Mstep: Class 4 contains 10337 members 
Mstep: Class 5 contains 114956 members 
Mstep: Class 7 contains 102247 members 
Mstep: Class 8 contains 4883 members 
Mstep: Class 9 contains 2678 members 
Mstep: Class 10 contains 4024 members 
Mstep: Class 11 contains 34530 members 
Mstep: Class 12 contains 2938 members 
Mstep: Class 13 contains 7860 members 
Mstep: Class 14 contains 158756 members 
Mstep: Class 16 contains 9214 members 
Mstep: Class 17 contains 31765 members 
Mstep: Class 18 contains 9775 members 
Mstep: Class 19 contains 90757 members 
Mstep: Class 21 contains 3863 members 
Mstep: Class 22 contains 3829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 1599.349731 but Gain 3332.199219
Score: -80766152.000000 Penalty: 59979.632812
Iteration 5F: 19 clusters Score -8.076615e+07 nChanged 89365
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 61062 members 
Mstep: Class 3 contains 2222 members 
Mstep: Class 4 contains 6113 members 
Mstep: Class 5 contains 139195 members 
Mstep: Class 7 contains 101124 members 
Mstep: Class 8 contains 2872 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 11 contains 25431 members 
Mstep: Class 12 contains 1953 members 
Mstep: Class 13 contains 4115 members 
Mstep: Class 14 contains 182922 members 
Mstep: Class 16 contains 6047 members 
Mstep: Class 17 contains 31712 members 
Mstep: Class 18 contains 5681 members 
Mstep: Class 19 contains 91478 members 
Mstep: Class 21 contains 2249 members 
Mstep: Class 22 contains 1984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 22. Lose 1110.048950 but Gain 3332.203125
Score: -80831600.000000 Penalty: 56647.429688
Iteration 6F: 18 clusters Score -8.08316e+07 nChanged 83432
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 54922 members 
Mstep: Class 3 contains 1743 members 
Mstep: Class 4 contains 3353 members 
Mstep: Class 5 contains 164523 members 
Mstep: Class 7 contains 93754 members 
Mstep: Class 8 contains 1666 members 
Mstep: Class 10 contains 3525 members 
Mstep: Class 11 contains 17629 members 
Mstep: Class 12 contains 1408 members 
Mstep: Class 13 contains 2794 members 
Mstep: Class 14 contains 202268 members 
Mstep: Class 16 contains 3936 members 
Mstep: Class 17 contains 31406 members 
Mstep: Class 18 contains 3109 members 
Mstep: Class 19 contains 88402 members 
Mstep: Class 21 contains 1371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1103.155151 but Gain 3332.203125
Score: -80880872.000000 Penalty: 53315.226562
Iteration 7F: 17 clusters Score -8.088087e+07 nChanged 78422
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 49114 members 
Mstep: Class 3 contains 1478 members 
Mstep: Class 4 contains 1823 members 
Mstep: Class 5 contains 192697 members 
Mstep: Class 7 contains 82504 members 
Mstep: Class 8 contains 1044 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 11 contains 11893 members 
Mstep: Class 12 contains 1101 members 
Mstep: Class 13 contains 2426 members 
Mstep: Class 14 contains 210953 members 
Mstep: Class 16 contains 2786 members 
Mstep: Class 17 contains 30956 members 
Mstep: Class 18 contains 1833 members 
Mstep: Class 19 contains 85545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 918.055786 but Gain 3332.199219
Score: -80925480.000000 Penalty: 49983.027344
Iteration 8F: 16 clusters Score -8.092548e+07 nChanged 73491
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 44175 members 
Mstep: Class 3 contains 1354 members 
Mstep: Class 4 contains 1090 members 
Mstep: Class 5 contains 223890 members 
Mstep: Class 7 contains 70194 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 937 members 
Mstep: Class 13 contains 2345 members 
Mstep: Class 14 contains 207554 members 
Mstep: Class 16 contains 2105 members 
Mstep: Class 17 contains 30244 members 
Mstep: Class 18 contains 1219 members 
Mstep: Class 19 contains 85095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 870.319519 but Gain 3332.203125
Score: -80971704.000000 Penalty: 46650.824219
Iteration 9F: 15 clusters Score -8.09717e+07 nChanged 66346
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 40799 members 
Mstep: Class 3 contains 1285 members 
Mstep: Class 5 contains 255556 members 
Mstep: Class 7 contains 58764 members 
Mstep: Class 10 contains 3506 members 
Mstep: Class 11 contains 5408 members 
Mstep: Class 12 contains 862 members 
Mstep: Class 13 contains 2344 members 
Mstep: Class 14 contains 195113 members 
Mstep: Class 16 contains 1649 members 
Mstep: Class 17 contains 29155 members 
Mstep: Class 18 contains 888 members 
Mstep: Class 19 contains 87453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 883.151611 but Gain 3332.203125
Score: -81013576.000000 Penalty: 43318.621094
Iteration 10F: 14 clusters Score -8.101358e+07 nChanged 54831
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 39559 members 
Mstep: Class 3 contains 1247 members 
Mstep: Class 5 contains 283317 members 
Mstep: Class 7 contains 49274 members 
Mstep: Class 10 contains 3456 members 
Mstep: Class 11 contains 3656 members 
Mstep: Class 12 contains 837 members 
Mstep: Class 13 contains 2384 members 
Mstep: Class 14 contains 179278 members 
Mstep: Class 16 contains 1353 members 
Mstep: Class 17 contains 27869 members 
Mstep: Class 19 contains 91039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1035.599731 but Gain 3332.199219
Score: -81042872.000000 Penalty: 39986.421875
Iteration 11F: 13 clusters Score -8.104287e+07 nChanged 44121
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 39905 members 
Mstep: Class 3 contains 1193 members 
Mstep: Class 5 contains 307228 members 
Mstep: Class 7 contains 41705 members 
Mstep: Class 10 contains 3420 members 
Mstep: Class 11 contains 2554 members 
Mstep: Class 12 contains 837 members 
Mstep: Class 13 contains 2432 members 
Mstep: Class 14 contains 162779 members 
Mstep: Class 16 contains 1184 members 
Mstep: Class 17 contains 26515 members 
Mstep: Class 19 contains 94636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 1814.198853 but Gain 3332.203125
Score: -81053552.000000 Penalty: 36654.218750
Iteration 12F: 12 clusters Score -8.105355e+07 nChanged 36385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 41252 members 
Mstep: Class 3 contains 1148 members 
Mstep: Class 5 contains 325369 members 
Mstep: Class 7 contains 36072 members 
Mstep: Class 10 contains 3410 members 
Mstep: Class 11 contains 1899 members 
Mstep: Class 12 contains 846 members 
Mstep: Class 13 contains 2566 members 
Mstep: Class 14 contains 149162 members 
Mstep: Class 17 contains 25115 members 
Mstep: Class 19 contains 97549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1733.396851 but Gain 3332.199219
Score: -81044296.000000 Penalty: 33322.019531
Iteration 13F: 11 clusters Score -8.10443e+07 nChanged 30331
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 43155 members 
Mstep: Class 3 contains 1131 members 
Mstep: Class 5 contains 332095 members 
Mstep: Class 7 contains 32415 members 
Mstep: Class 10 contains 3439 members 
Mstep: Class 12 contains 857 members 
Mstep: Class 13 contains 2587 members 
Mstep: Class 14 contains 144020 members 
Mstep: Class 17 contains 24017 members 
Mstep: Class 19 contains 100672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2018.755615 but Gain 3332.203125
Score: -81037744.000000 Penalty: 29989.816406
Iteration 14Q: 10 clusters Score -8.103774e+07 nChanged 24495
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 44979 members 
Mstep: Class 5 contains 331016 members 
Mstep: Class 7 contains 29927 members 
Mstep: Class 10 contains 3487 members 
Mstep: Class 12 contains 907 members 
Mstep: Class 13 contains 2625 members 
Mstep: Class 14 contains 143654 members 
Mstep: Class 17 contains 23112 members 
Mstep: Class 19 contains 104681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2962.385010 but Gain 3332.203125
Score: -81041312.000000 Penalty: 26657.613281
Iteration 15Q: 9 clusters Score -8.104131e+07 nChanged 19554
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 46630 members 
Mstep: Class 5 contains 326940 members 
Mstep: Class 7 contains 27901 members 
Mstep: Class 10 contains 3526 members 
Mstep: Class 13 contains 2642 members 
Mstep: Class 14 contains 144708 members 
Mstep: Class 17 contains 22770 members 
Mstep: Class 19 contains 109271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81049896.000000 Penalty: 26657.613281
Iteration 16Q: 9 clusters Score -8.10499e+07 nChanged 15470
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 47600 members 
Mstep: Class 5 contains 322277 members 
Mstep: Class 7 contains 26075 members 
Mstep: Class 10 contains 3550 members 
Mstep: Class 13 contains 2655 members 
Mstep: Class 14 contains 146044 members 
Mstep: Class 17 contains 22266 members 
Mstep: Class 19 contains 113921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81057032.000000 Penalty: 26657.613281
Iteration 17Q: 9 clusters Score -8.105703e+07 nChanged 13624
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48283 members 
Mstep: Class 5 contains 317469 members 
Mstep: Class 7 contains 24501 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 13 contains 2661 members 
Mstep: Class 14 contains 147387 members 
Mstep: Class 17 contains 21827 members 
Mstep: Class 19 contains 118700 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81065048.000000 Penalty: 26657.613281
Iteration 18Q: 9 clusters Score -8.106505e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48798 members 
Mstep: Class 5 contains 313321 members 
Mstep: Class 7 contains 22959 members 
Mstep: Class 10 contains 3563 members 
Mstep: Class 13 contains 2666 members 
Mstep: Class 14 contains 148191 members 
Mstep: Class 17 contains 21435 members 
Mstep: Class 19 contains 123455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81070000.000000 Penalty: 26657.613281
Iteration 19Q: 9 clusters Score -8.107e+07 nChanged 11598
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49236 members 
Mstep: Class 5 contains 309491 members 
Mstep: Class 7 contains 21580 members 
Mstep: Class 10 contains 3555 members 
Mstep: Class 13 contains 2675 members 
Mstep: Class 14 contains 148439 members 
Mstep: Class 17 contains 21153 members 
Mstep: Class 19 contains 128259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81074424.000000 Penalty: 26657.613281
Iteration 20F: 9 clusters Score -8.107442e+07 nChanged 10529
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49544 members 
Mstep: Class 5 contains 306097 members 
Mstep: Class 7 contains 20320 members 
Mstep: Class 10 contains 3546 members 
Mstep: Class 13 contains 2681 members 
Mstep: Class 14 contains 148344 members 
Mstep: Class 17 contains 20907 members 
Mstep: Class 19 contains 132949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81078696.000000 Penalty: 26657.613281
Iteration 21Q: 9 clusters Score -8.10787e+07 nChanged 9931
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49770 members 
Mstep: Class 5 contains 303339 members 
Mstep: Class 7 contains 19109 members 
Mstep: Class 10 contains 3534 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 147824 members 
Mstep: Class 17 contains 20687 members 
Mstep: Class 19 contains 137446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81082248.000000 Penalty: 26657.613281
Iteration 22Q: 9 clusters Score -8.108225e+07 nChanged 9665
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50004 members 
Mstep: Class 5 contains 301196 members 
Mstep: Class 7 contains 17893 members 
Mstep: Class 10 contains 3524 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 146885 members 
Mstep: Class 17 contains 20531 members 
Mstep: Class 19 contains 141670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81085632.000000 Penalty: 26657.613281
Iteration 23Q: 9 clusters Score -8.108563e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50155 members 
Mstep: Class 5 contains 299563 members 
Mstep: Class 7 contains 16742 members 
Mstep: Class 10 contains 3515 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 145646 members 
Mstep: Class 17 contains 20379 members 
Mstep: Class 19 contains 145701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088064.000000 Penalty: 26657.613281
Iteration 24Q: 9 clusters Score -8.108806e+07 nChanged 9551
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50239 members 
Mstep: Class 5 contains 297943 members 
Mstep: Class 7 contains 15667 members 
Mstep: Class 10 contains 3505 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 144130 members 
Mstep: Class 17 contains 20255 members 
Mstep: Class 19 contains 149964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090056.000000 Penalty: 26657.613281
Iteration 25Q: 9 clusters Score -8.109006e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50290 members 
Mstep: Class 5 contains 296290 members 
Mstep: Class 7 contains 14648 members 
Mstep: Class 10 contains 3493 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 142384 members 
Mstep: Class 17 contains 20128 members 
Mstep: Class 19 contains 154471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092704.000000 Penalty: 26657.613281
Iteration 26Q: 9 clusters Score -8.10927e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50297 members 
Mstep: Class 5 contains 294661 members 
Mstep: Class 7 contains 13614 members 
Mstep: Class 10 contains 3482 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 140430 members 
Mstep: Class 17 contains 20002 members 
Mstep: Class 19 contains 159217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 26657.613281
Iteration 27Q: 9 clusters Score -8.109345e+07 nChanged 10496
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50266 members 
Mstep: Class 5 contains 292966 members 
Mstep: Class 7 contains 12723 members 
Mstep: Class 10 contains 3472 members 
Mstep: Class 13 contains 2682 members 
Mstep: Class 14 contains 138510 members 
Mstep: Class 17 contains 19895 members 
Mstep: Class 19 contains 163874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094072.000000 Penalty: 26657.613281
Iteration 28Q: 9 clusters Score -8.109407e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50210 members 
Mstep: Class 5 contains 291538 members 
Mstep: Class 7 contains 11906 members 
Mstep: Class 10 contains 3467 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 136918 members 
Mstep: Class 17 contains 19843 members 
Mstep: Class 19 contains 167826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094216.000000 Penalty: 26657.613281
Iteration 29Q: 9 clusters Score -8.109422e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50154 members 
Mstep: Class 5 contains 290205 members 
Mstep: Class 7 contains 11140 members 
Mstep: Class 10 contains 3468 members 
Mstep: Class 13 contains 2683 members 
Mstep: Class 14 contains 135840 members 
Mstep: Class 17 contains 19814 members 
Mstep: Class 19 contains 171084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094536.000000 Penalty: 26657.613281
Iteration 30Q: 9 clusters Score -8.109454e+07 nChanged 8700
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50085 members 
Mstep: Class 5 contains 289156 members 
Mstep: Class 7 contains 10376 members 
Mstep: Class 10 contains 3462 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 135143 members 
Mstep: Class 17 contains 19829 members 
Mstep: Class 19 contains 173650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094344.000000 Penalty: 26657.613281
Iteration 31Q: 9 clusters Score -8.109434e+07 nChanged 7912
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 50026 members 
Mstep: Class 5 contains 288446 members 
Mstep: Class 7 contains 9636 members 
Mstep: Class 10 contains 3451 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 134879 members 
Mstep: Class 17 contains 19841 members 
Mstep: Class 19 contains 175423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094440.000000 Penalty: 26657.613281
Iteration 32Q: 9 clusters Score -8.109444e+07 nChanged 6974
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49964 members 
Mstep: Class 5 contains 287919 members 
Mstep: Class 7 contains 8905 members 
Mstep: Class 10 contains 3441 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 135151 members 
Mstep: Class 17 contains 19854 members 
Mstep: Class 19 contains 176470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094232.000000 Penalty: 26657.613281
Iteration 33Q: 9 clusters Score -8.109423e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49898 members 
Mstep: Class 5 contains 287359 members 
Mstep: Class 7 contains 8264 members 
Mstep: Class 10 contains 3432 members 
Mstep: Class 13 contains 2680 members 
Mstep: Class 14 contains 135801 members 
Mstep: Class 17 contains 19857 members 
Mstep: Class 19 contains 177097 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094400.000000 Penalty: 26657.613281
Iteration 34Q: 9 clusters Score -8.10944e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49840 members 
Mstep: Class 5 contains 286743 members 
Mstep: Class 7 contains 7731 members 
Mstep: Class 10 contains 3425 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 136737 members 
Mstep: Class 17 contains 19871 members 
Mstep: Class 19 contains 177362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094384.000000 Penalty: 26657.613281
Iteration 35Q: 9 clusters Score -8.109438e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49781 members 
Mstep: Class 5 contains 285948 members 
Mstep: Class 7 contains 7270 members 
Mstep: Class 10 contains 3422 members 
Mstep: Class 13 contains 2679 members 
Mstep: Class 14 contains 138012 members 
Mstep: Class 17 contains 19884 members 
Mstep: Class 19 contains 177392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094608.000000 Penalty: 26657.613281
Iteration 36Q: 9 clusters Score -8.109461e+07 nChanged 4857
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49718 members 
Mstep: Class 5 contains 285030 members 
Mstep: Class 7 contains 6809 members 
Mstep: Class 10 contains 3415 members 
Mstep: Class 13 contains 2684 members 
Mstep: Class 14 contains 139665 members 
Mstep: Class 17 contains 19894 members 
Mstep: Class 19 contains 177173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094504.000000 Penalty: 26657.613281
Iteration 37Q: 9 clusters Score -8.10945e+07 nChanged 4612
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49639 members 
Mstep: Class 5 contains 283966 members 
Mstep: Class 7 contains 6425 members 
Mstep: Class 10 contains 3411 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 141589 members 
Mstep: Class 17 contains 19884 members 
Mstep: Class 19 contains 176787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094160.000000 Penalty: 26657.613281
Iteration 38Q: 9 clusters Score -8.109416e+07 nChanged 4608
Entering ConstructFrom: 
Score: -81094160.000000 Penalty: 26657.613281
Entering ConstructFrom: 
Trying to split cluster 2 (49562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49562 members 
Entering Unmasked Estep 
Score: -5800397.500000 Penalty: 2681.123047
	Iteration 0F: 2 clusters Score -5800398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -5766929.500000 Penalty: 5362.246094
	Iteration 0F: 3 clusters Score -5766930 nChanged 22904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -5779888.000000 Penalty: 5362.246094
	Iteration 1F: 3 clusters Score -5779888 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -5780534.500000 Penalty: 5362.246094
	Iteration 2Q: 3 clusters Score -5780534 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 28985 members 
Entering Unmasked Estep 
Score: -5781342.500000 Penalty: 5362.246094
	Iteration 3Q: 3 clusters Score -5781342 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -5782474.500000 Penalty: 5362.246094
	Iteration 4Q: 3 clusters Score -5782474 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 33826 members 
Entering Unmasked Estep 
Score: -5784181.000000 Penalty: 5362.246094
	Iteration 5F: 3 clusters Score -5784181 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -5787040.500000 Penalty: 5362.246094
	Iteration 6F: 3 clusters Score -5787040 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -5790912.500000 Penalty: 5362.246094
	Iteration 7F: 3 clusters Score -5790912 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 45309 members 
Entering Unmasked Estep 
Score: -5794615.500000 Penalty: 5362.246094
	Iteration 8F: 3 clusters Score -5794616 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -5796916.500000 Penalty: 5362.246094
	Iteration 9Q: 3 clusters Score -5796916 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 48636 members 
Entering Unmasked Estep 
Score: -5797877.500000 Penalty: 5362.246094
	Iteration 10Q: 3 clusters Score -5797878 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 48966 members 
Entering Unmasked Estep 
Score: -5798248.500000 Penalty: 5362.246094
	Iteration 11Q: 3 clusters Score -5798248 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -5798380.500000 Penalty: 5362.246094
	Iteration 12Q: 3 clusters Score -5798380 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 49138 members 
Entering Unmasked Estep 
Score: -5798446.500000 Penalty: 5362.246094
	Iteration 13Q: 3 clusters Score -5798446 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 49160 members 
Entering Unmasked Estep 
Score: -5798499.000000 Penalty: 5362.246094
	Iteration 14Q: 3 clusters Score -5798499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 49170 members 
Entering Unmasked Estep 
Score: -5798522.000000 Penalty: 5362.246094
	Iteration 15Q: 3 clusters Score -5798522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 49178 members 
Entering Unmasked Estep 
Score: -5798551.500000 Penalty: 5362.246094
	Iteration 16Q: 3 clusters Score -5798552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 49181 members 
Entering Unmasked Estep 
Score: -5798557.500000 Penalty: 5362.246094
	Iteration 17Q: 3 clusters Score -5798558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 49185 members 
Entering Unmasked Estep 
Score: -5798570.000000 Penalty: 5362.246094
	Iteration 18Q: 3 clusters Score -5798570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 49189 members 
Entering Unmasked Estep 
Score: -5798571.000000 Penalty: 5362.246094
	Iteration 19Q: 3 clusters Score -5798571 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 49192 members 
Entering Unmasked Estep 
Score: -5798574.500000 Penalty: 5362.246094
	Iteration 20F: 3 clusters Score -5798574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -5798585.500000 Penalty: 5362.246094
	Iteration 21Q: 3 clusters Score -5798586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -5798589.000000 Penalty: 5362.246094
	Iteration 22Q: 3 clusters Score -5798589 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -5798595.500000 Penalty: 5362.246094
	Iteration 23Q: 3 clusters Score -5798596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 49199 members 
Entering Unmasked Estep 
Score: -5798598.000000 Penalty: 5362.246094
	Iteration 24Q: 3 clusters Score -5798598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 49198 members 
Entering Unmasked Estep 
Score: -5798599.000000 Penalty: 5362.246094
	Iteration 25Q: 3 clusters Score -5798599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -5798598.500000 Penalty: 5362.246094
	Iteration 26Q: 3 clusters Score -5798598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 49197 members 
Entering Unmasked Estep 
Score: -5798598.500000 Penalty: 5362.246094
	Iteration 27F: 3 clusters Score -5798598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (282746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282746 members 
Entering Unmasked Estep 
Score: -33850300.000000 Penalty: 3112.971436
	Iteration 0F: 2 clusters Score -3.38503e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141767 members 
Mstep: Class 2 contains 140979 members 
Entering Unmasked Estep 
Score: -33671664.000000 Penalty: 6225.942871
	Iteration 0F: 3 clusters Score -3.367166e+07 nChanged 136601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148750 members 
Mstep: Class 2 contains 133996 members 
Entering Unmasked Estep 
Score: -33752400.000000 Penalty: 6225.942871
	Iteration 1F: 3 clusters Score -3.37524e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153830 members 
Mstep: Class 2 contains 128916 members 
Entering Unmasked Estep 
Score: -33754204.000000 Penalty: 6225.942871
	Iteration 2Q: 3 clusters Score -3.37542e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161448 members 
Mstep: Class 2 contains 121298 members 
Entering Unmasked Estep 
Score: -33757412.000000 Penalty: 6225.942871
	Iteration 3Q: 3 clusters Score -3.375741e+07 nChanged 13091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172687 members 
Mstep: Class 2 contains 110059 members 
Entering Unmasked Estep 
Score: -33763624.000000 Penalty: 6225.942871
	Iteration 4Q: 3 clusters Score -3.376362e+07 nChanged 17119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188510 members 
Mstep: Class 2 contains 94236 members 
Entering Unmasked Estep 
Score: -33774160.000000 Penalty: 6225.942871
	Iteration 5F: 3 clusters Score -3.377416e+07 nChanged 20405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207921 members 
Mstep: Class 2 contains 74825 members 
Entering Unmasked Estep 
Score: -33789404.000000 Penalty: 6225.942871
	Iteration 6F: 3 clusters Score -3.37894e+07 nChanged 20729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227850 members 
Mstep: Class 2 contains 54896 members 
Entering Unmasked Estep 
Score: -33806304.000000 Penalty: 6225.942871
	Iteration 7F: 3 clusters Score -3.38063e+07 nChanged 17251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244107 members 
Mstep: Class 2 contains 38639 members 
Entering Unmasked Estep 
Score: -33820600.000000 Penalty: 6225.942871
	Iteration 8F: 3 clusters Score -3.38206e+07 nChanged 12153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255384 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -33830196.000000 Penalty: 6225.942871
	Iteration 9Q: 3 clusters Score -3.38302e+07 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262729 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -33836116.000000 Penalty: 6225.942871
	Iteration 10Q: 3 clusters Score -3.383612e+07 nChanged 5251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267438 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -33839672.000000 Penalty: 6225.942871
	Iteration 11Q: 3 clusters Score -3.383967e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270884 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -33842124.000000 Penalty: 6225.942871
	Iteration 12Q: 3 clusters Score -3.384212e+07 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273396 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -33843864.000000 Penalty: 6225.942871
	Iteration 13Q: 3 clusters Score -3.384386e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275315 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -33844924.000000 Penalty: 6225.942871
	Iteration 14Q: 3 clusters Score -3.384492e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276744 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -33845908.000000 Penalty: 6225.942871
	Iteration 15Q: 3 clusters Score -3.384591e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277829 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -33846444.000000 Penalty: 6225.942871
	Iteration 16Q: 3 clusters Score -3.384644e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278618 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -33846796.000000 Penalty: 6225.942871
	Iteration 17Q: 3 clusters Score -3.38468e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279202 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -33847068.000000 Penalty: 6225.942871
	Iteration 18Q: 3 clusters Score -3.384707e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279663 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -33847404.000000 Penalty: 6225.942871
	Iteration 19Q: 3 clusters Score -3.38474e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279995 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -33847588.000000 Penalty: 6225.942871
	Iteration 20F: 3 clusters Score -3.384759e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280261 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -33847784.000000 Penalty: 6225.942871
	Iteration 21Q: 3 clusters Score -3.384778e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280456 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -33847884.000000 Penalty: 6225.942871
	Iteration 22Q: 3 clusters Score -3.384788e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280597 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -33847984.000000 Penalty: 6225.942871
	Iteration 23Q: 3 clusters Score -3.384798e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280712 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -33848064.000000 Penalty: 6225.942871
	Iteration 24Q: 3 clusters Score -3.384806e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280805 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -33848068.000000 Penalty: 6225.942871
	Iteration 25Q: 3 clusters Score -3.384807e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280879 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -33848100.000000 Penalty: 6225.942871
	Iteration 26Q: 3 clusters Score -3.38481e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280941 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -33848088.000000 Penalty: 6225.942871
	Iteration 27Q: 3 clusters Score -3.384809e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280994 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -33848080.000000 Penalty: 6225.942871
	Iteration 28Q: 3 clusters Score -3.384808e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281028 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -33848076.000000 Penalty: 6225.942871
	Iteration 29Q: 3 clusters Score -3.384808e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281056 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -33848116.000000 Penalty: 6225.942871
	Iteration 30Q: 3 clusters Score -3.384812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281086 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -33848120.000000 Penalty: 6225.942871
	Iteration 31Q: 3 clusters Score -3.384812e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281107 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -33848124.000000 Penalty: 6225.942871
	Iteration 32Q: 3 clusters Score -3.384812e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281119 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -33848116.000000 Penalty: 6225.942871
	Iteration 33Q: 3 clusters Score -3.384812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281130 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -33848116.000000 Penalty: 6225.942871
	Iteration 34Q: 3 clusters Score -3.384812e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281148 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -33848148.000000 Penalty: 6225.942871
	Iteration 35Q: 3 clusters Score -3.384815e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281153 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -33848140.000000 Penalty: 6225.942871
	Iteration 36Q: 3 clusters Score -3.384814e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281160 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -33848148.000000 Penalty: 6225.942871
	Iteration 37Q: 3 clusters Score -3.384815e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281169 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -33848152.000000 Penalty: 6225.942871
	Iteration 38Q: 3 clusters Score -3.384815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281176 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -33848140.000000 Penalty: 6225.942871
	Iteration 39Q: 3 clusters Score -3.384814e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281182 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -33848132.000000 Penalty: 6225.942871
	Iteration 40F: 3 clusters Score -3.384813e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281188 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -33848152.000000 Penalty: 6225.942871
	Iteration 41Q: 3 clusters Score -3.384815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281196 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -33848156.000000 Penalty: 6225.942871
	Iteration 42Q: 3 clusters Score -3.384816e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281198 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -33848144.000000 Penalty: 6225.942871
	Iteration 43Q: 3 clusters Score -3.384814e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281201 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -33848132.000000 Penalty: 6225.942871
	Iteration 44Q: 3 clusters Score -3.384813e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281201 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -33848132.000000 Penalty: 6225.942871
	Iteration 45Q: 3 clusters Score -3.384813e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281202 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -33848124.000000 Penalty: 6225.942871
	Iteration 46Q: 3 clusters Score -3.384812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281205 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -33848144.000000 Penalty: 6225.942871
	Iteration 47Q: 3 clusters Score -3.384814e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281207 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -33848136.000000 Penalty: 6225.942871
	Iteration 48Q: 3 clusters Score -3.384814e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281208 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -33848120.000000 Penalty: 6225.942871
	Iteration 49Q: 3 clusters Score -3.384812e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281208 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -33848120.000000 Penalty: 6225.942871
	Iteration 50F: 3 clusters Score -3.384812e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Entering Unmasked Estep 
Score: -752934.562500 Penalty: 2160.764404
	Iteration 0F: 2 clusters Score -752934.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -747735.625000 Penalty: 4321.528809
	Iteration 0F: 3 clusters Score -747735.6 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -749031.187500 Penalty: 4321.528809
	Iteration 1F: 3 clusters Score -749031.2 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -749220.375000 Penalty: 4321.528809
	Iteration 2F: 3 clusters Score -749220.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -749322.000000 Penalty: 4321.528809
	Iteration 3Q: 3 clusters Score -749322 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -749393.187500 Penalty: 4321.528809
	Iteration 4Q: 3 clusters Score -749393.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -749444.937500 Penalty: 4321.528809
	Iteration 5Q: 3 clusters Score -749444.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -749485.500000 Penalty: 4321.528809
	Iteration 6Q: 3 clusters Score -749485.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -749520.000000 Penalty: 4321.528809
	Iteration 7Q: 3 clusters Score -749520 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -749552.875000 Penalty: 4321.528809
	Iteration 8Q: 3 clusters Score -749552.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -749582.937500 Penalty: 4321.528809
	Iteration 9Q: 3 clusters Score -749582.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -749605.375000 Penalty: 4321.528809
	Iteration 10Q: 3 clusters Score -749605.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -749623.625000 Penalty: 4321.528809
	Iteration 11Q: 3 clusters Score -749623.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -749644.500000 Penalty: 4321.528809
	Iteration 12Q: 3 clusters Score -749644.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -749657.875000 Penalty: 4321.528809
	Iteration 13Q: 3 clusters Score -749657.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -749670.625000 Penalty: 4321.528809
	Iteration 14Q: 3 clusters Score -749670.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -749681.687500 Penalty: 4321.528809
	Iteration 15Q: 3 clusters Score -749681.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -749694.437500 Penalty: 4321.528809
	Iteration 16Q: 3 clusters Score -749694.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -749709.562500 Penalty: 4321.528809
	Iteration 17Q: 3 clusters Score -749709.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -749722.750000 Penalty: 4321.528809
	Iteration 18Q: 3 clusters Score -749722.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -749735.750000 Penalty: 4321.528809
	Iteration 19Q: 3 clusters Score -749735.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -749749.750000 Penalty: 4321.528809
	Iteration 20F: 3 clusters Score -749749.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -749766.062500 Penalty: 4321.528809
	Iteration 21Q: 3 clusters Score -749766.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -749783.375000 Penalty: 4321.528809
	Iteration 22Q: 3 clusters Score -749783.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -749794.875000 Penalty: 4321.528809
	Iteration 23Q: 3 clusters Score -749794.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -749803.875000 Penalty: 4321.528809
	Iteration 24Q: 3 clusters Score -749803.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -749811.187500 Penalty: 4321.528809
	Iteration 25Q: 3 clusters Score -749811.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -749818.562500 Penalty: 4321.528809
	Iteration 26Q: 3 clusters Score -749818.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -749826.375000 Penalty: 4321.528809
	Iteration 27Q: 3 clusters Score -749826.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -749833.250000 Penalty: 4321.528809
	Iteration 28Q: 3 clusters Score -749833.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -749838.437500 Penalty: 4321.528809
	Iteration 29Q: 3 clusters Score -749838.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -749851.562500 Penalty: 4321.528809
	Iteration 30Q: 3 clusters Score -749851.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -749866.312500 Penalty: 4321.528809
	Iteration 31Q: 3 clusters Score -749866.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -749882.250000 Penalty: 4321.528809
	Iteration 32Q: 3 clusters Score -749882.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -749898.937500 Penalty: 4321.528809
	Iteration 33Q: 3 clusters Score -749898.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -749915.250000 Penalty: 4321.528809
	Iteration 34Q: 3 clusters Score -749915.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -749929.500000 Penalty: 4321.528809
	Iteration 35Q: 3 clusters Score -749929.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -749942.750000 Penalty: 4321.528809
	Iteration 36Q: 3 clusters Score -749942.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -749956.875000 Penalty: 4321.528809
	Iteration 37Q: 3 clusters Score -749956.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -749972.875000 Penalty: 4321.528809
	Iteration 38Q: 3 clusters Score -749972.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -749988.062500 Penalty: 4321.528809
	Iteration 39Q: 3 clusters Score -749988.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -749999.750000 Penalty: 4321.528809
	Iteration 40F: 3 clusters Score -749999.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -750014.500000 Penalty: 4321.528809
	Iteration 41Q: 3 clusters Score -750014.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -750028.687500 Penalty: 4321.528809
	Iteration 42Q: 3 clusters Score -750028.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -750042.375000 Penalty: 4321.528809
	Iteration 43Q: 3 clusters Score -750042.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -750063.562500 Penalty: 4321.528809
	Iteration 44Q: 3 clusters Score -750063.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -750084.250000 Penalty: 4321.528809
	Iteration 45Q: 3 clusters Score -750084.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -750118.562500 Penalty: 4321.528809
	Iteration 46Q: 3 clusters Score -750118.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -750163.312500 Penalty: 4321.528809
	Iteration 47Q: 3 clusters Score -750163.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -750218.062500 Penalty: 4321.528809
	Iteration 48Q: 3 clusters Score -750218.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -750270.062500 Penalty: 4321.528809
	Iteration 49Q: 3 clusters Score -750270.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -750324.375000 Penalty: 4321.528809
	Iteration 50Q: 3 clusters Score -750324.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -750378.375000 Penalty: 4321.528809
	Iteration 51Q: 3 clusters Score -750378.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -750434.187500 Penalty: 4321.528809
	Iteration 52Q: 3 clusters Score -750434.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -750488.875000 Penalty: 4321.528809
	Iteration 53Q: 3 clusters Score -750488.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -750534.687500 Penalty: 4321.528809
	Iteration 54Q: 3 clusters Score -750534.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -750593.500000 Penalty: 4321.528809
	Iteration 55Q: 3 clusters Score -750593.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -750656.000000 Penalty: 4321.528809
	Iteration 56Q: 3 clusters Score -750656 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -750698.687500 Penalty: 4321.528809
	Iteration 57Q: 3 clusters Score -750698.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -750736.687500 Penalty: 4321.528809
	Iteration 58Q: 3 clusters Score -750736.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -750772.500000 Penalty: 4321.528809
	Iteration 59Q: 3 clusters Score -750772.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -750794.250000 Penalty: 4321.528809
	Iteration 60F: 3 clusters Score -750794.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -750816.250000 Penalty: 4321.528809
	Iteration 61Q: 3 clusters Score -750816.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -750836.062500 Penalty: 4321.528809
	Iteration 62Q: 3 clusters Score -750836.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -750853.437500 Penalty: 4321.528809
	Iteration 63Q: 3 clusters Score -750853.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -750865.062500 Penalty: 4321.528809
	Iteration 64Q: 3 clusters Score -750865.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -750872.312500 Penalty: 4321.528809
	Iteration 65Q: 3 clusters Score -750872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -750878.250000 Penalty: 4321.528809
	Iteration 66Q: 3 clusters Score -750878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -750885.312500 Penalty: 4321.528809
	Iteration 67Q: 3 clusters Score -750885.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -750888.375000 Penalty: 4321.528809
	Iteration 68Q: 3 clusters Score -750888.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -750891.062500 Penalty: 4321.528809
	Iteration 69Q: 3 clusters Score -750891.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -750897.375000 Penalty: 4321.528809
	Iteration 70Q: 3 clusters Score -750897.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -750900.625000 Penalty: 4321.528809
	Iteration 71Q: 3 clusters Score -750900.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -750904.187500 Penalty: 4321.528809
	Iteration 72Q: 3 clusters Score -750904.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -750907.375000 Penalty: 4321.528809
	Iteration 73Q: 3 clusters Score -750907.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -750909.312500 Penalty: 4321.528809
	Iteration 74Q: 3 clusters Score -750909.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -750912.312500 Penalty: 4321.528809
	Iteration 75Q: 3 clusters Score -750912.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -750912.562500 Penalty: 4321.528809
	Iteration 76Q: 3 clusters Score -750912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -750913.875000 Penalty: 4321.528809
	Iteration 77Q: 3 clusters Score -750913.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -750915.437500 Penalty: 4321.528809
	Iteration 78Q: 3 clusters Score -750915.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -750915.687500 Penalty: 4321.528809
	Iteration 79Q: 3 clusters Score -750915.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -750915.687500 Penalty: 4321.528809
	Iteration 80F: 3 clusters Score -750915.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Entering Unmasked Estep 
Score: -391249.250000 Penalty: 2017.129761
	Iteration 0F: 2 clusters Score -391249.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -387749.781250 Penalty: 4034.259521
	Iteration 0F: 3 clusters Score -387749.8 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -388479.468750 Penalty: 4034.259521
	Iteration 1F: 3 clusters Score -388479.5 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -388685.187500 Penalty: 4034.259521
	Iteration 2F: 3 clusters Score -388685.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -388852.531250 Penalty: 4034.259521
	Iteration 3F: 3 clusters Score -388852.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -388974.656250 Penalty: 4034.259521
	Iteration 4Q: 3 clusters Score -388974.7 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -389073.125000 Penalty: 4034.259521
	Iteration 5Q: 3 clusters Score -389073.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -389162.531250 Penalty: 4034.259521
	Iteration 6Q: 3 clusters Score -389162.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -389228.093750 Penalty: 4034.259521
	Iteration 7Q: 3 clusters Score -389228.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -389281.500000 Penalty: 4034.259521
	Iteration 8Q: 3 clusters Score -389281.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -389336.093750 Penalty: 4034.259521
	Iteration 9Q: 3 clusters Score -389336.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -389393.125000 Penalty: 4034.259521
	Iteration 10Q: 3 clusters Score -389393.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -389444.937500 Penalty: 4034.259521
	Iteration 11Q: 3 clusters Score -389444.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -389489.343750 Penalty: 4034.259521
	Iteration 12Q: 3 clusters Score -389489.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -389536.781250 Penalty: 4034.259521
	Iteration 13Q: 3 clusters Score -389536.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -389569.187500 Penalty: 4034.259521
	Iteration 14Q: 3 clusters Score -389569.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -389603.375000 Penalty: 4034.259521
	Iteration 15Q: 3 clusters Score -389603.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -389631.187500 Penalty: 4034.259521
	Iteration 16Q: 3 clusters Score -389631.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -389651.281250 Penalty: 4034.259521
	Iteration 17Q: 3 clusters Score -389651.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -389668.656250 Penalty: 4034.259521
	Iteration 18Q: 3 clusters Score -389668.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -389685.625000 Penalty: 4034.259521
	Iteration 19Q: 3 clusters Score -389685.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -389706.812500 Penalty: 4034.259521
	Iteration 20F: 3 clusters Score -389706.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -389724.750000 Penalty: 4034.259521
	Iteration 21Q: 3 clusters Score -389724.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -389750.218750 Penalty: 4034.259521
	Iteration 22Q: 3 clusters Score -389750.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -389764.375000 Penalty: 4034.259521
	Iteration 23Q: 3 clusters Score -389764.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -389777.343750 Penalty: 4034.259521
	Iteration 24Q: 3 clusters Score -389777.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -389787.468750 Penalty: 4034.259521
	Iteration 25Q: 3 clusters Score -389787.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -389796.406250 Penalty: 4034.259521
	Iteration 26Q: 3 clusters Score -389796.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -389804.625000 Penalty: 4034.259521
	Iteration 27Q: 3 clusters Score -389804.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -389817.093750 Penalty: 4034.259521
	Iteration 28Q: 3 clusters Score -389817.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -389827.031250 Penalty: 4034.259521
	Iteration 29Q: 3 clusters Score -389827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -389832.593750 Penalty: 4034.259521
	Iteration 30Q: 3 clusters Score -389832.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -389833.062500 Penalty: 4034.259521
	Iteration 31Q: 3 clusters Score -389833.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -389833.062500 Penalty: 4034.259521
	Iteration 32F: 3 clusters Score -389833.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Entering Unmasked Estep 
Score: -293299.406250 Penalty: 1958.068115
	Iteration 0F: 2 clusters Score -293299.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -290353.656250 Penalty: 3916.136230
	Iteration 0F: 3 clusters Score -290353.7 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -291216.812500 Penalty: 3916.136230
	Iteration 1F: 3 clusters Score -291216.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -291652.906250 Penalty: 3916.136230
	Iteration 2F: 3 clusters Score -291652.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -292143.343750 Penalty: 3916.136230
	Iteration 3F: 3 clusters Score -292143.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -292854.125000 Penalty: 3916.136230
	Iteration 4F: 3 clusters Score -292854.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -293696.218750 Penalty: 3916.136230
	Iteration 5F: 3 clusters Score -293696.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -294044.906250 Penalty: 3916.136230
	Iteration 6F: 3 clusters Score -294044.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -294184.656250 Penalty: 3916.136230
	Iteration 7Q: 3 clusters Score -294184.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -294245.718750 Penalty: 3916.136230
	Iteration 8Q: 3 clusters Score -294245.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -294273.375000 Penalty: 3916.136230
	Iteration 9Q: 3 clusters Score -294273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -294280.031250 Penalty: 3916.136230
	Iteration 10Q: 3 clusters Score -294280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -294289.250000 Penalty: 3916.136230
	Iteration 11Q: 3 clusters Score -294289.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -294292.625000 Penalty: 3916.136230
	Iteration 12Q: 3 clusters Score -294292.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -294292.937500 Penalty: 3916.136230
	Iteration 13Q: 3 clusters Score -294292.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -294293.468750 Penalty: 3916.136230
	Iteration 14Q: 3 clusters Score -294293.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -294295.343750 Penalty: 3916.136230
	Iteration 15Q: 3 clusters Score -294295.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -294295.343750 Penalty: 3916.136230
	Iteration 16F: 3 clusters Score -294295.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 49562 members 
Mstep: Class 5 contains 282746 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 13 contains 458 members 
Mstep: Class 14 contains 143736 members 
Mstep: Class 17 contains 19891 members 
Mstep: Class 19 contains 176281 members 
Entering Unmasked Estep 
Score: -81093288.000000 Penalty: 29989.816406
Splitting cluster 13 changes total score from -81094160.000000 to -81093288.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (143736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143736 members 
Entering Unmasked Estep 
Score: -17302208.000000 Penalty: 2945.181885
	Iteration 0F: 2 clusters Score -1.730221e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72078 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -17205842.000000 Penalty: 5890.363770
	Iteration 0F: 3 clusters Score -1.720584e+07 nChanged 68813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74449 members 
Mstep: Class 2 contains 69287 members 
Entering Unmasked Estep 
Score: -17245876.000000 Penalty: 5890.363770
	Iteration 1F: 3 clusters Score -1.724588e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75991 members 
Mstep: Class 2 contains 67745 members 
Entering Unmasked Estep 
Score: -17246956.000000 Penalty: 5890.363770
	Iteration 2Q: 3 clusters Score -1.724696e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78257 members 
Mstep: Class 2 contains 65479 members 
Entering Unmasked Estep 
Score: -17248358.000000 Penalty: 5890.363770
	Iteration 3Q: 3 clusters Score -1.724836e+07 nChanged 5592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81811 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -17250498.000000 Penalty: 5890.363770
	Iteration 4Q: 3 clusters Score -1.72505e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86861 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -17253914.000000 Penalty: 5890.363770
	Iteration 5Q: 3 clusters Score -1.725391e+07 nChanged 8008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93779 members 
Mstep: Class 2 contains 49957 members 
Entering Unmasked Estep 
Score: -17259030.000000 Penalty: 5890.363770
	Iteration 6F: 3 clusters Score -1.725903e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102269 members 
Mstep: Class 2 contains 41467 members 
Entering Unmasked Estep 
Score: -17266292.000000 Penalty: 5890.363770
	Iteration 7F: 3 clusters Score -1.726629e+07 nChanged 9812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111429 members 
Mstep: Class 2 contains 32307 members 
Entering Unmasked Estep 
Score: -17274692.000000 Penalty: 5890.363770
	Iteration 8F: 3 clusters Score -1.727469e+07 nChanged 9007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119924 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -17282528.000000 Penalty: 5890.363770
	Iteration 9F: 3 clusters Score -1.728253e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126732 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -17288604.000000 Penalty: 5890.363770
	Iteration 10Q: 3 clusters Score -1.72886e+07 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131614 members 
Mstep: Class 2 contains 12122 members 
Entering Unmasked Estep 
Score: -17292432.000000 Penalty: 5890.363770
	Iteration 11Q: 3 clusters Score -1.729243e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135088 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -17295142.000000 Penalty: 5890.363770
	Iteration 12Q: 3 clusters Score -1.729514e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137487 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -17296806.000000 Penalty: 5890.363770
	Iteration 13Q: 3 clusters Score -1.729681e+07 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139146 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -17297848.000000 Penalty: 5890.363770
	Iteration 14Q: 3 clusters Score -1.729785e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140300 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -17298536.000000 Penalty: 5890.363770
	Iteration 15Q: 3 clusters Score -1.729854e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141095 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -17298934.000000 Penalty: 5890.363770
	Iteration 16Q: 3 clusters Score -1.729893e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141662 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -17299272.000000 Penalty: 5890.363770
	Iteration 17Q: 3 clusters Score -1.729927e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142039 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -17299462.000000 Penalty: 5890.363770
	Iteration 18Q: 3 clusters Score -1.729946e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142290 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -17299614.000000 Penalty: 5890.363770
	Iteration 19Q: 3 clusters Score -1.729961e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -17299670.000000 Penalty: 5890.363770
	Iteration 20F: 3 clusters Score -1.729967e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142535 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -17299708.000000 Penalty: 5890.363770
	Iteration 21Q: 3 clusters Score -1.729971e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142597 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -17299720.000000 Penalty: 5890.363770
	Iteration 22Q: 3 clusters Score -1.729972e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142653 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -17299754.000000 Penalty: 5890.363770
	Iteration 23Q: 3 clusters Score -1.729975e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142694 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -17299794.000000 Penalty: 5890.363770
	Iteration 24Q: 3 clusters Score -1.729979e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -17299808.000000 Penalty: 5890.363770
	Iteration 25Q: 3 clusters Score -1.729981e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142760 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -17299830.000000 Penalty: 5890.363770
	Iteration 26Q: 3 clusters Score -1.729983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142782 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -17299846.000000 Penalty: 5890.363770
	Iteration 27Q: 3 clusters Score -1.729985e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142807 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -17299872.000000 Penalty: 5890.363770
	Iteration 28Q: 3 clusters Score -1.729987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142817 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -17299872.000000 Penalty: 5890.363770
	Iteration 29Q: 3 clusters Score -1.729987e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142835 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -17299882.000000 Penalty: 5890.363770
	Iteration 30Q: 3 clusters Score -1.729988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142844 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -17299892.000000 Penalty: 5890.363770
	Iteration 31Q: 3 clusters Score -1.729989e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142852 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -17299906.000000 Penalty: 5890.363770
	Iteration 32Q: 3 clusters Score -1.729991e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142856 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -17299902.000000 Penalty: 5890.363770
	Iteration 33Q: 3 clusters Score -1.72999e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142859 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -17299916.000000 Penalty: 5890.363770
	Iteration 34Q: 3 clusters Score -1.729992e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142865 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -17299910.000000 Penalty: 5890.363770
	Iteration 35Q: 3 clusters Score -1.729991e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142866 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -17299908.000000 Penalty: 5890.363770
	Iteration 36Q: 3 clusters Score -1.729991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142867 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -17299908.000000 Penalty: 5890.363770
	Iteration 37Q: 3 clusters Score -1.729991e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142872 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -17299908.000000 Penalty: 5890.363770
	Iteration 38Q: 3 clusters Score -1.729991e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142872 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -17299922.000000 Penalty: 5890.363770
	Iteration 39Q: 3 clusters Score -1.729992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142875 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -17299910.000000 Penalty: 5890.363770
	Iteration 40F: 3 clusters Score -1.729991e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Entering Unmasked Estep 
Score: -2393210.500000 Penalty: 2454.709717
	Iteration 0F: 2 clusters Score -2393210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2379232.250000 Penalty: 4909.419434
	Iteration 0F: 3 clusters Score -2379232 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2384097.250000 Penalty: 4909.419434
	Iteration 1F: 3 clusters Score -2384097 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2385222.000000 Penalty: 4909.419434
	Iteration 2F: 3 clusters Score -2385222 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2386691.500000 Penalty: 4909.419434
	Iteration 3F: 3 clusters Score -2386692 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2388124.500000 Penalty: 4909.419434
	Iteration 4F: 3 clusters Score -2388124 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2389319.000000 Penalty: 4909.419434
	Iteration 5F: 3 clusters Score -2389319 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2390173.500000 Penalty: 4909.419434
	Iteration 6F: 3 clusters Score -2390174 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2390800.250000 Penalty: 4909.419434
	Iteration 7Q: 3 clusters Score -2390800 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2391264.000000 Penalty: 4909.419434
	Iteration 8Q: 3 clusters Score -2391264 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2391598.750000 Penalty: 4909.419434
	Iteration 9Q: 3 clusters Score -2391599 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2391849.500000 Penalty: 4909.419434
	Iteration 10Q: 3 clusters Score -2391850 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -2392028.500000 Penalty: 4909.419434
	Iteration 11Q: 3 clusters Score -2392028 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -2392181.500000 Penalty: 4909.419434
	Iteration 12Q: 3 clusters Score -2392182 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2392322.750000 Penalty: 4909.419434
	Iteration 13Q: 3 clusters Score -2392323 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -2392424.750000 Penalty: 4909.419434
	Iteration 14Q: 3 clusters Score -2392425 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2392498.250000 Penalty: 4909.419434
	Iteration 15Q: 3 clusters Score -2392498 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -2392555.500000 Penalty: 4909.419434
	Iteration 16Q: 3 clusters Score -2392556 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2392588.250000 Penalty: 4909.419434
	Iteration 17Q: 3 clusters Score -2392588 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 17588 members 
Entering Unmasked Estep 
Score: -2392615.250000 Penalty: 4909.419434
	Iteration 18Q: 3 clusters Score -2392615 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -2392641.750000 Penalty: 4909.419434
	Iteration 19Q: 3 clusters Score -2392642 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2392656.750000 Penalty: 4909.419434
	Iteration 20F: 3 clusters Score -2392657 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2392675.500000 Penalty: 4909.419434
	Iteration 21Q: 3 clusters Score -2392676 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2392681.000000 Penalty: 4909.419434
	Iteration 22Q: 3 clusters Score -2392681 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2392691.500000 Penalty: 4909.419434
	Iteration 23Q: 3 clusters Score -2392692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2392701.250000 Penalty: 4909.419434
	Iteration 24Q: 3 clusters Score -2392701 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2392707.750000 Penalty: 4909.419434
	Iteration 25Q: 3 clusters Score -2392708 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -2392714.250000 Penalty: 4909.419434
	Iteration 26Q: 3 clusters Score -2392714 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2392715.500000 Penalty: 4909.419434
	Iteration 27Q: 3 clusters Score -2392716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2392720.750000 Penalty: 4909.419434
	Iteration 28Q: 3 clusters Score -2392721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2392721.250000 Penalty: 4909.419434
	Iteration 29Q: 3 clusters Score -2392721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2392724.500000 Penalty: 4909.419434
	Iteration 30Q: 3 clusters Score -2392724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2392729.250000 Penalty: 4909.419434
	Iteration 31Q: 3 clusters Score -2392729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2392729.500000 Penalty: 4909.419434
	Iteration 32Q: 3 clusters Score -2392730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2392728.750000 Penalty: 4909.419434
	Iteration 33Q: 3 clusters Score -2392729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2392727.750000 Penalty: 4909.419434
	Iteration 34Q: 3 clusters Score -2392728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -2392737.500000 Penalty: 4909.419434
	Iteration 35Q: 3 clusters Score -2392738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2392737.500000 Penalty: 4909.419434
	Iteration 36Q: 3 clusters Score -2392738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2392739.500000 Penalty: 4909.419434
	Iteration 37Q: 3 clusters Score -2392740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2392738.500000 Penalty: 4909.419434
	Iteration 38Q: 3 clusters Score -2392738 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2392739.250000 Penalty: 4909.419434
	Iteration 39Q: 3 clusters Score -2392739 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2392741.000000 Penalty: 4909.419434
	Iteration 40F: 3 clusters Score -2392741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -2392741.750000 Penalty: 4909.419434
	Iteration 41Q: 3 clusters Score -2392742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2392738.750000 Penalty: 4909.419434
	Iteration 42Q: 3 clusters Score -2392739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2392741.750000 Penalty: 4909.419434
	Iteration 43Q: 3 clusters Score -2392742 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2392744.000000 Penalty: 4909.419434
	Iteration 44Q: 3 clusters Score -2392744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2392746.000000 Penalty: 4909.419434
	Iteration 45Q: 3 clusters Score -2392746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2392746.500000 Penalty: 4909.419434
	Iteration 46Q: 3 clusters Score -2392746 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2392746.750000 Penalty: 4909.419434
	Iteration 47Q: 3 clusters Score -2392747 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2392746.500000 Penalty: 4909.419434
	Iteration 48Q: 3 clusters Score -2392746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2392746.500000 Penalty: 4909.419434
	Iteration 49F: 3 clusters Score -2392746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (176281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176281 members 
Entering Unmasked Estep 
Score: -21300104.000000 Penalty: 2995.799072
	Iteration 0F: 2 clusters Score -2.13001e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88227 members 
Mstep: Class 2 contains 88054 members 
Entering Unmasked Estep 
Score: -21188206.000000 Penalty: 5991.598145
	Iteration 0F: 3 clusters Score -2.118821e+07 nChanged 84558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88717 members 
Mstep: Class 2 contains 87564 members 
Entering Unmasked Estep 
Score: -21237214.000000 Penalty: 5991.598145
	Iteration 1F: 3 clusters Score -2.123721e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 87168 members 
Entering Unmasked Estep 
Score: -21238416.000000 Penalty: 5991.598145
	Iteration 2Q: 3 clusters Score -2.123842e+07 nChanged 5388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89717 members 
Mstep: Class 2 contains 86564 members 
Entering Unmasked Estep 
Score: -21239712.000000 Penalty: 5991.598145
	Iteration 3Q: 3 clusters Score -2.123971e+07 nChanged 5660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90605 members 
Mstep: Class 2 contains 85676 members 
Entering Unmasked Estep 
Score: -21241360.000000 Penalty: 5991.598145
	Iteration 4Q: 3 clusters Score -2.124136e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91990 members 
Mstep: Class 2 contains 84291 members 
Entering Unmasked Estep 
Score: -21243328.000000 Penalty: 5991.598145
	Iteration 5Q: 3 clusters Score -2.124333e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93879 members 
Mstep: Class 2 contains 82402 members 
Entering Unmasked Estep 
Score: -21246010.000000 Penalty: 5991.598145
	Iteration 6Q: 3 clusters Score -2.124601e+07 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96282 members 
Mstep: Class 2 contains 79999 members 
Entering Unmasked Estep 
Score: -21250450.000000 Penalty: 5991.598145
	Iteration 7Q: 3 clusters Score -2.125045e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99365 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -21256914.000000 Penalty: 5991.598145
	Iteration 8F: 3 clusters Score -2.125691e+07 nChanged 11087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102498 members 
Mstep: Class 2 contains 73783 members 
Entering Unmasked Estep 
Score: -21264788.000000 Penalty: 5991.598145
	Iteration 9F: 3 clusters Score -2.126479e+07 nChanged 10541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105051 members 
Mstep: Class 2 contains 71230 members 
Entering Unmasked Estep 
Score: -21271118.000000 Penalty: 5991.598145
	Iteration 10F: 3 clusters Score -2.127112e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107018 members 
Mstep: Class 2 contains 69263 members 
Entering Unmasked Estep 
Score: -21273772.000000 Penalty: 5991.598145
	Iteration 11Q: 3 clusters Score -2.127377e+07 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109041 members 
Mstep: Class 2 contains 67240 members 
Entering Unmasked Estep 
Score: -21274644.000000 Penalty: 5991.598145
	Iteration 12Q: 3 clusters Score -2.127464e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111203 members 
Mstep: Class 2 contains 65078 members 
Entering Unmasked Estep 
Score: -21275120.000000 Penalty: 5991.598145
	Iteration 13Q: 3 clusters Score -2.127512e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113479 members 
Mstep: Class 2 contains 62802 members 
Entering Unmasked Estep 
Score: -21275570.000000 Penalty: 5991.598145
	Iteration 14Q: 3 clusters Score -2.127557e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115866 members 
Mstep: Class 2 contains 60415 members 
Entering Unmasked Estep 
Score: -21275972.000000 Penalty: 5991.598145
	Iteration 15Q: 3 clusters Score -2.127597e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118406 members 
Mstep: Class 2 contains 57875 members 
Entering Unmasked Estep 
Score: -21276620.000000 Penalty: 5991.598145
	Iteration 16Q: 3 clusters Score -2.127662e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121121 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -21277384.000000 Penalty: 5991.598145
	Iteration 17Q: 3 clusters Score -2.127738e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124015 members 
Mstep: Class 2 contains 52266 members 
Entering Unmasked Estep 
Score: -21278232.000000 Penalty: 5991.598145
	Iteration 18Q: 3 clusters Score -2.127823e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126931 members 
Mstep: Class 2 contains 49350 members 
Entering Unmasked Estep 
Score: -21279102.000000 Penalty: 5991.598145
	Iteration 19Q: 3 clusters Score -2.12791e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130176 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -21280154.000000 Penalty: 5991.598145
	Iteration 20F: 3 clusters Score -2.128015e+07 nChanged 3405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133527 members 
Mstep: Class 2 contains 42754 members 
Entering Unmasked Estep 
Score: -21281432.000000 Penalty: 5991.598145
	Iteration 21Q: 3 clusters Score -2.128143e+07 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136983 members 
Mstep: Class 2 contains 39298 members 
Entering Unmasked Estep 
Score: -21282840.000000 Penalty: 5991.598145
	Iteration 22Q: 3 clusters Score -2.128284e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140429 members 
Mstep: Class 2 contains 35852 members 
Entering Unmasked Estep 
Score: -21284332.000000 Penalty: 5991.598145
	Iteration 23Q: 3 clusters Score -2.128433e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143931 members 
Mstep: Class 2 contains 32350 members 
Entering Unmasked Estep 
Score: -21286070.000000 Penalty: 5991.598145
	Iteration 24Q: 3 clusters Score -2.128607e+07 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147621 members 
Mstep: Class 2 contains 28660 members 
Entering Unmasked Estep 
Score: -21287848.000000 Penalty: 5991.598145
	Iteration 25Q: 3 clusters Score -2.128785e+07 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151419 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -21289764.000000 Penalty: 5991.598145
	Iteration 26Q: 3 clusters Score -2.128976e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155297 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -21291734.000000 Penalty: 5991.598145
	Iteration 27Q: 3 clusters Score -2.129173e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159056 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -21293194.000000 Penalty: 5991.598145
	Iteration 28Q: 3 clusters Score -2.129319e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162426 members 
Mstep: Class 2 contains 13855 members 
Entering Unmasked Estep 
Score: -21294546.000000 Penalty: 5991.598145
	Iteration 29Q: 3 clusters Score -2.129455e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165233 members 
Mstep: Class 2 contains 11048 members 
Entering Unmasked Estep 
Score: -21295518.000000 Penalty: 5991.598145
	Iteration 30Q: 3 clusters Score -2.129552e+07 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167550 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -21296546.000000 Penalty: 5991.598145
	Iteration 31Q: 3 clusters Score -2.129655e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -21297182.000000 Penalty: 5991.598145
	Iteration 32Q: 3 clusters Score -2.129718e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170651 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -21297696.000000 Penalty: 5991.598145
	Iteration 33Q: 3 clusters Score -2.12977e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171638 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -21297998.000000 Penalty: 5991.598145
	Iteration 34Q: 3 clusters Score -2.1298e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172367 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -21298058.000000 Penalty: 5991.598145
	Iteration 35Q: 3 clusters Score -2.129806e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172907 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -21298148.000000 Penalty: 5991.598145
	Iteration 36Q: 3 clusters Score -2.129815e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173318 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -21298256.000000 Penalty: 5991.598145
	Iteration 37Q: 3 clusters Score -2.129826e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173605 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -21298344.000000 Penalty: 5991.598145
	Iteration 38Q: 3 clusters Score -2.129834e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173831 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -21298348.000000 Penalty: 5991.598145
	Iteration 39Q: 3 clusters Score -2.129835e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174003 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21298552.000000 Penalty: 5991.598145
	Iteration 40F: 3 clusters Score -2.129855e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174049 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -21298636.000000 Penalty: 5991.598145
	Iteration 41Q: 3 clusters Score -2.129864e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174114 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -21298746.000000 Penalty: 5991.598145
	Iteration 42Q: 3 clusters Score -2.129875e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174172 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -21298780.000000 Penalty: 5991.598145
	Iteration 43Q: 3 clusters Score -2.129878e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174220 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -21298772.000000 Penalty: 5991.598145
	Iteration 44Q: 3 clusters Score -2.129877e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174252 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -21298788.000000 Penalty: 5991.598145
	Iteration 45Q: 3 clusters Score -2.129879e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174280 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -21298764.000000 Penalty: 5991.598145
	Iteration 46Q: 3 clusters Score -2.129876e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174313 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -21298730.000000 Penalty: 5991.598145
	Iteration 47Q: 3 clusters Score -2.129873e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174331 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -21298772.000000 Penalty: 5991.598145
	Iteration 48Q: 3 clusters Score -2.129877e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174356 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -21298774.000000 Penalty: 5991.598145
	Iteration 49Q: 3 clusters Score -2.129877e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174378 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -21298768.000000 Penalty: 5991.598145
	Iteration 50Q: 3 clusters Score -2.129877e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174402 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -21298800.000000 Penalty: 5991.598145
	Iteration 51Q: 3 clusters Score -2.12988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174417 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -21298806.000000 Penalty: 5991.598145
	Iteration 52Q: 3 clusters Score -2.129881e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174438 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -21298794.000000 Penalty: 5991.598145
	Iteration 53Q: 3 clusters Score -2.129879e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174448 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21298830.000000 Penalty: 5991.598145
	Iteration 54Q: 3 clusters Score -2.129883e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21298826.000000 Penalty: 5991.598145
	Iteration 55Q: 3 clusters Score -2.129883e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174464 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -21298826.000000 Penalty: 5991.598145
	Iteration 56Q: 3 clusters Score -2.129883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174468 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -21298830.000000 Penalty: 5991.598145
	Iteration 57Q: 3 clusters Score -2.129883e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174473 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -21298826.000000 Penalty: 5991.598145
	Iteration 58Q: 3 clusters Score -2.129883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174474 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -21298830.000000 Penalty: 5991.598145
	Iteration 59Q: 3 clusters Score -2.129883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174471 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -21298838.000000 Penalty: 5991.598145
	Iteration 60F: 3 clusters Score -2.129884e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174465 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -21298842.000000 Penalty: 5991.598145
	Iteration 61Q: 3 clusters Score -2.129884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21298846.000000 Penalty: 5991.598145
	Iteration 62Q: 3 clusters Score -2.129885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174458 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -21298850.000000 Penalty: 5991.598145
	Iteration 63Q: 3 clusters Score -2.129885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174456 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -21298852.000000 Penalty: 5991.598145
	Iteration 64Q: 3 clusters Score -2.129885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174449 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -21298840.000000 Penalty: 5991.598145
	Iteration 65Q: 3 clusters Score -2.129884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174442 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -21298834.000000 Penalty: 5991.598145
	Iteration 66Q: 3 clusters Score -2.129883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174436 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -21298818.000000 Penalty: 5991.598145
	Iteration 67Q: 3 clusters Score -2.129882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174436 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -21298814.000000 Penalty: 5991.598145
	Iteration 68Q: 3 clusters Score -2.129881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174437 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -21298828.000000 Penalty: 5991.598145
	Iteration 69Q: 3 clusters Score -2.129883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174440 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21298822.000000 Penalty: 5991.598145
	Iteration 70Q: 3 clusters Score -2.129882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174448 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21298812.000000 Penalty: 5991.598145
	Iteration 71Q: 3 clusters Score -2.129881e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174457 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -21298824.000000 Penalty: 5991.598145
	Iteration 72Q: 3 clusters Score -2.129882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174461 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -21298806.000000 Penalty: 5991.598145
	Iteration 73Q: 3 clusters Score -2.129881e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174466 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21298806.000000 Penalty: 5991.598145
	Iteration 74Q: 3 clusters Score -2.129881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174471 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -21298820.000000 Penalty: 5991.598145
	Iteration 75Q: 3 clusters Score -2.129882e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174473 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -21298816.000000 Penalty: 5991.598145
	Iteration 76Q: 3 clusters Score -2.129882e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174476 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -21298826.000000 Penalty: 5991.598145
	Iteration 77Q: 3 clusters Score -2.129883e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21298836.000000 Penalty: 5991.598145
	Iteration 78Q: 3 clusters Score -2.129884e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21298844.000000 Penalty: 5991.598145
	Iteration 79Q: 3 clusters Score -2.129884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174476 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -21298840.000000 Penalty: 5991.598145
	Iteration 80F: 3 clusters Score -2.129884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21298840.000000 Penalty: 5991.598145
	Iteration 81Q: 3 clusters Score -2.129884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -21298840.000000 Penalty: 5991.598145
	Iteration 82F: 3 clusters Score -2.129884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49562 members 
Mstep: Class 5 contains 282746 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 10 contains 3407 members 
Mstep: Class 13 contains 2685 members 
Mstep: Class 14 contains 143736 members 
Mstep: Class 17 contains 19891 members 
Mstep: Class 19 contains 176281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093944.000000 Penalty: 26657.613281
Iteration 39Q: 9 clusters Score -8.109394e+07 nChanged 4732
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49493 members 
Mstep: Class 5 contains 281363 members 
Mstep: Class 7 contains 5737 members 
Mstep: Class 10 contains 3402 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 146212 members 
Mstep: Class 17 contains 19903 members 
Mstep: Class 19 contains 175591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094848.000000 Penalty: 26657.613281
Iteration 40F: 9 clusters Score -8.109485e+07 nChanged 4972
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49397 members 
Mstep: Class 5 contains 279469 members 
Mstep: Class 7 contains 5437 members 
Mstep: Class 10 contains 3397 members 
Mstep: Class 13 contains 2686 members 
Mstep: Class 14 contains 149306 members 
Mstep: Class 17 contains 19912 members 
Mstep: Class 19 contains 174784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094944.000000 Penalty: 26657.613281
Iteration 41Q: 9 clusters Score -8.109494e+07 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49343 members 
Mstep: Class 5 contains 276816 members 
Mstep: Class 7 contains 5141 members 
Mstep: Class 10 contains 3394 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 153313 members 
Mstep: Class 17 contains 19914 members 
Mstep: Class 19 contains 173780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81095064.000000 Penalty: 26657.613281
Iteration 42Q: 9 clusters Score -8.109506e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49267 members 
Mstep: Class 5 contains 273395 members 
Mstep: Class 7 contains 4831 members 
Mstep: Class 10 contains 3388 members 
Mstep: Class 13 contains 2687 members 
Mstep: Class 14 contains 158306 members 
Mstep: Class 17 contains 19912 members 
Mstep: Class 19 contains 172602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094616.000000 Penalty: 26657.613281
Iteration 43Q: 9 clusters Score -8.109462e+07 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49207 members 
Mstep: Class 5 contains 269059 members 
Mstep: Class 7 contains 4490 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 13 contains 2689 members 
Mstep: Class 14 contains 164323 members 
Mstep: Class 17 contains 19906 members 
Mstep: Class 19 contains 171339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094728.000000 Penalty: 26657.613281
Iteration 44Q: 9 clusters Score -8.109473e+07 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49150 members 
Mstep: Class 5 contains 264137 members 
Mstep: Class 7 contains 4136 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 170846 members 
Mstep: Class 17 contains 19897 members 
Mstep: Class 19 contains 170165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81095224.000000 Penalty: 26657.613281
Iteration 45Q: 9 clusters Score -8.109522e+07 nChanged 8394
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49076 members 
Mstep: Class 5 contains 258969 members 
Mstep: Class 7 contains 3802 members 
Mstep: Class 10 contains 3352 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 177449 members 
Mstep: Class 17 contains 19895 members 
Mstep: Class 19 contains 169150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81096008.000000 Penalty: 26657.613281
Iteration 46Q: 9 clusters Score -8.109601e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48992 members 
Mstep: Class 5 contains 253755 members 
Mstep: Class 7 contains 3483 members 
Mstep: Class 10 contains 3345 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 183922 members 
Mstep: Class 17 contains 19889 members 
Mstep: Class 19 contains 168307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81096568.000000 Penalty: 26657.613281
Iteration 47Q: 9 clusters Score -8.109657e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48869 members 
Mstep: Class 5 contains 248711 members 
Mstep: Class 7 contains 3138 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 190041 members 
Mstep: Class 17 contains 19877 members 
Mstep: Class 19 contains 167712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81096816.000000 Penalty: 26657.613281
Iteration 48Q: 9 clusters Score -8.109682e+07 nChanged 8759
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48717 members 
Mstep: Class 5 contains 244064 members 
Mstep: Class 7 contains 2879 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 195518 members 
Mstep: Class 17 contains 19866 members 
Mstep: Class 19 contains 167312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 3325.809082 but Gain 3332.201172
Score: -81096840.000000 Penalty: 23325.412109
Iteration 49Q: 8 clusters Score -8.109684e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48574 members 
Mstep: Class 5 contains 240525 members 
Mstep: Class 10 contains 3327 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 202020 members 
Mstep: Class 17 contains 19859 members 
Mstep: Class 19 contains 167383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81099544.000000 Penalty: 23325.412109
Iteration 50Q: 8 clusters Score -8.109954e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48482 members 
Mstep: Class 5 contains 236920 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 205947 members 
Mstep: Class 17 contains 19856 members 
Mstep: Class 19 contains 167163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81099728.000000 Penalty: 23325.412109
Iteration 51Q: 8 clusters Score -8.109973e+07 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48365 members 
Mstep: Class 5 contains 234724 members 
Mstep: Class 10 contains 3311 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 208276 members 
Mstep: Class 17 contains 19847 members 
Mstep: Class 19 contains 167165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81099800.000000 Penalty: 23325.412109
Iteration 52Q: 8 clusters Score -8.10998e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48284 members 
Mstep: Class 5 contains 233808 members 
Mstep: Class 10 contains 3306 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 208998 members 
Mstep: Class 17 contains 19849 members 
Mstep: Class 19 contains 167442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81100080.000000 Penalty: 23325.412109
Iteration 53Q: 8 clusters Score -8.110008e+07 nChanged 6361
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48269 members 
Mstep: Class 5 contains 233887 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 208520 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 19 contains 167862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81100240.000000 Penalty: 23325.412109
Iteration 54Q: 8 clusters Score -8.110024e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48259 members 
Mstep: Class 5 contains 234992 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 206954 members 
Mstep: Class 17 contains 19845 members 
Mstep: Class 19 contains 168330 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81100448.000000 Penalty: 23325.412109
Iteration 55Q: 8 clusters Score -8.110045e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48277 members 
Mstep: Class 5 contains 236923 members 
Mstep: Class 10 contains 3301 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 204533 members 
Mstep: Class 17 contains 19836 members 
Mstep: Class 19 contains 168812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81100968.000000 Penalty: 23325.412109
Iteration 56Q: 8 clusters Score -8.110097e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48316 members 
Mstep: Class 5 contains 239463 members 
Mstep: Class 10 contains 3302 members 
Mstep: Class 13 contains 2707 members 
Mstep: Class 14 contains 201614 members 
Mstep: Class 17 contains 19832 members 
Mstep: Class 19 contains 169154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81101200.000000 Penalty: 23325.412109
Iteration 57Q: 8 clusters Score -8.11012e+07 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48375 members 
Mstep: Class 5 contains 242331 members 
Mstep: Class 10 contains 3304 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 198424 members 
Mstep: Class 17 contains 19835 members 
Mstep: Class 19 contains 169414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81101872.000000 Penalty: 23325.412109
Iteration 58Q: 8 clusters Score -8.110187e+07 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48451 members 
Mstep: Class 5 contains 245532 members 
Mstep: Class 10 contains 3308 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 195061 members 
Mstep: Class 17 contains 19826 members 
Mstep: Class 19 contains 169510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81101984.000000 Penalty: 23325.412109
Iteration 59Q: 8 clusters Score -8.110198e+07 nChanged 4523
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48555 members 
Mstep: Class 5 contains 248868 members 
Mstep: Class 10 contains 3313 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 191680 members 
Mstep: Class 17 contains 19812 members 
Mstep: Class 19 contains 169460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81102768.000000 Penalty: 23325.412109
Iteration 60F: 8 clusters Score -8.110277e+07 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48648 members 
Mstep: Class 5 contains 252202 members 
Mstep: Class 10 contains 3318 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 188488 members 
Mstep: Class 17 contains 19809 members 
Mstep: Class 19 contains 169224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103264.000000 Penalty: 23325.412109
Iteration 61Q: 8 clusters Score -8.110326e+07 nChanged 4322
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48720 members 
Mstep: Class 5 contains 255610 members 
Mstep: Class 10 contains 3321 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 185351 members 
Mstep: Class 17 contains 19806 members 
Mstep: Class 19 contains 168881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81103592.000000 Penalty: 23325.412109
Iteration 62Q: 8 clusters Score -8.110359e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48807 members 
Mstep: Class 5 contains 258957 members 
Mstep: Class 10 contains 3324 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 182349 members 
Mstep: Class 17 contains 19809 members 
Mstep: Class 19 contains 168440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104112.000000 Penalty: 23325.412109
Iteration 63Q: 8 clusters Score -8.110411e+07 nChanged 3916
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48897 members 
Mstep: Class 5 contains 262151 members 
Mstep: Class 10 contains 3329 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 179545 members 
Mstep: Class 17 contains 19813 members 
Mstep: Class 19 contains 167950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104832.000000 Penalty: 23325.412109
Iteration 64Q: 8 clusters Score -8.110483e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48997 members 
Mstep: Class 5 contains 265134 members 
Mstep: Class 10 contains 3336 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 176958 members 
Mstep: Class 17 contains 19815 members 
Mstep: Class 19 contains 167447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81104848.000000 Penalty: 23325.412109
Iteration 65Q: 8 clusters Score -8.110485e+07 nChanged 3439
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49093 members 
Mstep: Class 5 contains 267793 members 
Mstep: Class 10 contains 3341 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 174706 members 
Mstep: Class 17 contains 19821 members 
Mstep: Class 19 contains 166933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105104.000000 Penalty: 23325.412109
Iteration 66Q: 8 clusters Score -8.11051e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49166 members 
Mstep: Class 5 contains 270114 members 
Mstep: Class 10 contains 3349 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 172779 members 
Mstep: Class 17 contains 19827 members 
Mstep: Class 19 contains 166450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105600.000000 Penalty: 23325.412109
Iteration 67Q: 8 clusters Score -8.11056e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49237 members 
Mstep: Class 5 contains 272123 members 
Mstep: Class 10 contains 3354 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 171085 members 
Mstep: Class 17 contains 19827 members 
Mstep: Class 19 contains 166063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105936.000000 Penalty: 23325.412109
Iteration 68Q: 8 clusters Score -8.110594e+07 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49310 members 
Mstep: Class 5 contains 273867 members 
Mstep: Class 10 contains 3356 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 169622 members 
Mstep: Class 17 contains 19818 members 
Mstep: Class 19 contains 165719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106416.000000 Penalty: 23325.412109
Iteration 69Q: 8 clusters Score -8.110642e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49369 members 
Mstep: Class 5 contains 275294 members 
Mstep: Class 10 contains 3360 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 168416 members 
Mstep: Class 17 contains 19820 members 
Mstep: Class 19 contains 165431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106472.000000 Penalty: 23325.412109
Iteration 70Q: 8 clusters Score -8.110647e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49412 members 
Mstep: Class 5 contains 276505 members 
Mstep: Class 10 contains 3367 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 167451 members 
Mstep: Class 17 contains 19817 members 
Mstep: Class 19 contains 165136 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106504.000000 Penalty: 23325.412109
Iteration 71Q: 8 clusters Score -8.11065e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49449 members 
Mstep: Class 5 contains 277374 members 
Mstep: Class 10 contains 3371 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 166737 members 
Mstep: Class 17 contains 19809 members 
Mstep: Class 19 contains 164947 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106280.000000 Penalty: 23325.412109
Iteration 72Q: 8 clusters Score -8.110628e+07 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49471 members 
Mstep: Class 5 contains 278004 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 166268 members 
Mstep: Class 17 contains 19803 members 
Mstep: Class 19 contains 164767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106216.000000 Penalty: 23325.412109
Iteration 73Q: 8 clusters Score -8.110622e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49499 members 
Mstep: Class 5 contains 278294 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 166025 members 
Mstep: Class 17 contains 19801 members 
Mstep: Class 19 contains 164690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81106048.000000 Penalty: 23325.412109
Iteration 74Q: 8 clusters Score -8.110605e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49521 members 
Mstep: Class 5 contains 278348 members 
Mstep: Class 10 contains 3377 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 165958 members 
Mstep: Class 17 contains 19795 members 
Mstep: Class 19 contains 164685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105736.000000 Penalty: 23325.412109
Iteration 75Q: 8 clusters Score -8.110574e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49515 members 
Mstep: Class 5 contains 278312 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 165987 members 
Mstep: Class 17 contains 19797 members 
Mstep: Class 19 contains 164693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105608.000000 Penalty: 23325.412109
Iteration 76Q: 8 clusters Score -8.110561e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49492 members 
Mstep: Class 5 contains 278107 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 166146 members 
Mstep: Class 17 contains 19797 members 
Mstep: Class 19 contains 164760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105632.000000 Penalty: 23325.412109
Iteration 77Q: 8 clusters Score -8.110563e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49458 members 
Mstep: Class 5 contains 277788 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 13 contains 2704 members 
Mstep: Class 14 contains 166378 members 
Mstep: Class 17 contains 19795 members 
Mstep: Class 19 contains 164884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105624.000000 Penalty: 23325.412109
Iteration 78Q: 8 clusters Score -8.110562e+07 nChanged 1417
Entering ConstructFrom: 
Score: -81105624.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 2 (49428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Entering Unmasked Estep 
Score: -5787772.500000 Penalty: 2680.451660
	Iteration 0F: 2 clusters Score -5787772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24829 members 
Mstep: Class 2 contains 24599 members 
Entering Unmasked Estep 
Score: -5754444.500000 Penalty: 5360.903320
	Iteration 0F: 3 clusters Score -5754444 nChanged 22712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
Score: -5766701.000000 Penalty: 5360.903320
	Iteration 1F: 3 clusters Score -5766701 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5767280.000000 Penalty: 5360.903320
	Iteration 2Q: 3 clusters Score -5767280 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -5767817.000000 Penalty: 5360.903320
	Iteration 3Q: 3 clusters Score -5767817 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27938 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -5768488.500000 Penalty: 5360.903320
	Iteration 4Q: 3 clusters Score -5768488 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -5769242.000000 Penalty: 5360.903320
	Iteration 5Q: 3 clusters Score -5769242 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Mstep: Class 2 contains 18091 members 
Entering Unmasked Estep 
Score: -5770425.000000 Penalty: 5360.903320
	Iteration 6Q: 3 clusters Score -5770425 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33889 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -5772193.000000 Penalty: 5360.903320
	Iteration 7F: 3 clusters Score -5772193 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37026 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -5774779.000000 Penalty: 5360.903320
	Iteration 8F: 3 clusters Score -5774779 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -5777840.500000 Penalty: 5360.903320
	Iteration 9F: 3 clusters Score -5777840 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43392 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -5780593.000000 Penalty: 5360.903320
	Iteration 10F: 3 clusters Score -5780593 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45596 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -5782533.500000 Penalty: 5360.903320
	Iteration 11Q: 3 clusters Score -5782534 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46991 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -5783832.500000 Penalty: 5360.903320
	Iteration 12Q: 3 clusters Score -5783832 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -5784496.000000 Penalty: 5360.903320
	Iteration 13Q: 3 clusters Score -5784496 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48152 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5784872.000000 Penalty: 5360.903320
	Iteration 14Q: 3 clusters Score -5784872 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5785065.000000 Penalty: 5360.903320
	Iteration 15Q: 3 clusters Score -5785065 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -5785218.000000 Penalty: 5360.903320
	Iteration 16Q: 3 clusters Score -5785218 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48618 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -5785296.500000 Penalty: 5360.903320
	Iteration 17Q: 3 clusters Score -5785296 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48675 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -5785386.000000 Penalty: 5360.903320
	Iteration 18Q: 3 clusters Score -5785386 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48702 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5785450.000000 Penalty: 5360.903320
	Iteration 19Q: 3 clusters Score -5785450 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48735 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5785486.500000 Penalty: 5360.903320
	Iteration 20F: 3 clusters Score -5785486 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48756 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5785513.000000 Penalty: 5360.903320
	Iteration 21Q: 3 clusters Score -5785513 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48769 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -5785546.000000 Penalty: 5360.903320
	Iteration 22Q: 3 clusters Score -5785546 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48780 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5785557.000000 Penalty: 5360.903320
	Iteration 23Q: 3 clusters Score -5785557 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48782 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5785562.000000 Penalty: 5360.903320
	Iteration 24Q: 3 clusters Score -5785562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48787 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5785572.500000 Penalty: 5360.903320
	Iteration 25Q: 3 clusters Score -5785572 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48795 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -5785581.000000 Penalty: 5360.903320
	Iteration 26Q: 3 clusters Score -5785581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5785579.000000 Penalty: 5360.903320
	Iteration 27Q: 3 clusters Score -5785579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48801 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5785581.000000 Penalty: 5360.903320
	Iteration 28Q: 3 clusters Score -5785581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5785586.500000 Penalty: 5360.903320
	Iteration 29Q: 3 clusters Score -5785586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5785589.000000 Penalty: 5360.903320
	Iteration 30Q: 3 clusters Score -5785589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48813 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5785592.000000 Penalty: 5360.903320
	Iteration 31Q: 3 clusters Score -5785592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5785593.000000 Penalty: 5360.903320
	Iteration 32Q: 3 clusters Score -5785593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48812 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5785595.000000 Penalty: 5360.903320
	Iteration 33Q: 3 clusters Score -5785595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5785598.000000 Penalty: 5360.903320
	Iteration 34Q: 3 clusters Score -5785598 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48814 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5785598.000000 Penalty: 5360.903320
	Iteration 35F: 3 clusters Score -5785598 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (277310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277310 members 
Entering Unmasked Estep 
Score: -33208060.000000 Penalty: 3108.156982
	Iteration 0F: 2 clusters Score -3.320806e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138698 members 
Mstep: Class 2 contains 138612 members 
Entering Unmasked Estep 
Score: -33030422.000000 Penalty: 6216.313965
	Iteration 0F: 3 clusters Score -3.303042e+07 nChanged 134139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139673 members 
Mstep: Class 2 contains 137637 members 
Entering Unmasked Estep 
Score: -33108418.000000 Penalty: 6216.313965
	Iteration 1F: 3 clusters Score -3.310842e+07 nChanged 6234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140511 members 
Mstep: Class 2 contains 136799 members 
Entering Unmasked Estep 
Score: -33109528.000000 Penalty: 6216.313965
	Iteration 2Q: 3 clusters Score -3.310953e+07 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141813 members 
Mstep: Class 2 contains 135497 members 
Entering Unmasked Estep 
Score: -33110766.000000 Penalty: 6216.313965
	Iteration 3Q: 3 clusters Score -3.311077e+07 nChanged 6832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143897 members 
Mstep: Class 2 contains 133413 members 
Entering Unmasked Estep 
Score: -33112176.000000 Penalty: 6216.313965
	Iteration 4Q: 3 clusters Score -3.311218e+07 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147085 members 
Mstep: Class 2 contains 130225 members 
Entering Unmasked Estep 
Score: -33113908.000000 Penalty: 6216.313965
	Iteration 5Q: 3 clusters Score -3.311391e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151925 members 
Mstep: Class 2 contains 125385 members 
Entering Unmasked Estep 
Score: -33116808.000000 Penalty: 6216.313965
	Iteration 6Q: 3 clusters Score -3.311681e+07 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159243 members 
Mstep: Class 2 contains 118067 members 
Entering Unmasked Estep 
Score: -33121202.000000 Penalty: 6216.313965
	Iteration 7Q: 3 clusters Score -3.31212e+07 nChanged 13724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169523 members 
Mstep: Class 2 contains 107787 members 
Entering Unmasked Estep 
Score: -33127798.000000 Penalty: 6216.313965
	Iteration 8Q: 3 clusters Score -3.31278e+07 nChanged 16356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182891 members 
Mstep: Class 2 contains 94419 members 
Entering Unmasked Estep 
Score: -33138904.000000 Penalty: 6216.313965
	Iteration 9F: 3 clusters Score -3.31389e+07 nChanged 18381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198270 members 
Mstep: Class 2 contains 79040 members 
Entering Unmasked Estep 
Score: -33153794.000000 Penalty: 6216.313965
	Iteration 10F: 3 clusters Score -3.315379e+07 nChanged 17660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212190 members 
Mstep: Class 2 contains 65120 members 
Entering Unmasked Estep 
Score: -33168126.000000 Penalty: 6216.313965
	Iteration 11F: 3 clusters Score -3.316813e+07 nChanged 14238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221978 members 
Mstep: Class 2 contains 55332 members 
Entering Unmasked Estep 
Score: -33178360.000000 Penalty: 6216.313965
	Iteration 12F: 3 clusters Score -3.317836e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228460 members 
Mstep: Class 2 contains 48850 members 
Entering Unmasked Estep 
Score: -33183554.000000 Penalty: 6216.313965
	Iteration 13Q: 3 clusters Score -3.318355e+07 nChanged 6998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233408 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -33186222.000000 Penalty: 6216.313965
	Iteration 14Q: 3 clusters Score -3.318622e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237678 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -33187858.000000 Penalty: 6216.313965
	Iteration 15Q: 3 clusters Score -3.318786e+07 nChanged 4139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241625 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -33189228.000000 Penalty: 6216.313965
	Iteration 16Q: 3 clusters Score -3.318923e+07 nChanged 3752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245305 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -33190476.000000 Penalty: 6216.313965
	Iteration 17Q: 3 clusters Score -3.319048e+07 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248744 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -33191694.000000 Penalty: 6216.313965
	Iteration 18Q: 3 clusters Score -3.319169e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252030 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -33192946.000000 Penalty: 6216.313965
	Iteration 19Q: 3 clusters Score -3.319295e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255150 members 
Mstep: Class 2 contains 22160 members 
Entering Unmasked Estep 
Score: -33194438.000000 Penalty: 6216.313965
	Iteration 20F: 3 clusters Score -3.319444e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257979 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -33195768.000000 Penalty: 6216.313965
	Iteration 21Q: 3 clusters Score -3.319577e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260510 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -33197168.000000 Penalty: 6216.313965
	Iteration 22Q: 3 clusters Score -3.319717e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262926 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -33198374.000000 Penalty: 6216.313965
	Iteration 23Q: 3 clusters Score -3.319837e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265069 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -33199696.000000 Penalty: 6216.313965
	Iteration 24Q: 3 clusters Score -3.31997e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266928 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -33200748.000000 Penalty: 6216.313965
	Iteration 25Q: 3 clusters Score -3.320075e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268550 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -33201658.000000 Penalty: 6216.313965
	Iteration 26Q: 3 clusters Score -3.320166e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269880 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -33202604.000000 Penalty: 6216.313965
	Iteration 27Q: 3 clusters Score -3.32026e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270940 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -33203138.000000 Penalty: 6216.313965
	Iteration 28Q: 3 clusters Score -3.320314e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271808 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -33203628.000000 Penalty: 6216.313965
	Iteration 29Q: 3 clusters Score -3.320363e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272531 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -33204094.000000 Penalty: 6216.313965
	Iteration 30Q: 3 clusters Score -3.320409e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273143 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -33204450.000000 Penalty: 6216.313965
	Iteration 31Q: 3 clusters Score -3.320445e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273623 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -33204700.000000 Penalty: 6216.313965
	Iteration 32Q: 3 clusters Score -3.32047e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273995 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -33204916.000000 Penalty: 6216.313965
	Iteration 33Q: 3 clusters Score -3.320492e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274299 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -33205026.000000 Penalty: 6216.313965
	Iteration 34Q: 3 clusters Score -3.320503e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274537 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -33205146.000000 Penalty: 6216.313965
	Iteration 35Q: 3 clusters Score -3.320515e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274725 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -33205208.000000 Penalty: 6216.313965
	Iteration 36Q: 3 clusters Score -3.320521e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274840 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -33205316.000000 Penalty: 6216.313965
	Iteration 37Q: 3 clusters Score -3.320532e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274924 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -33205412.000000 Penalty: 6216.313965
	Iteration 38Q: 3 clusters Score -3.320541e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275008 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -33205436.000000 Penalty: 6216.313965
	Iteration 39Q: 3 clusters Score -3.320544e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275084 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -33205502.000000 Penalty: 6216.313965
	Iteration 40F: 3 clusters Score -3.32055e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275158 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -33205544.000000 Penalty: 6216.313965
	Iteration 41Q: 3 clusters Score -3.320554e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275210 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -33205576.000000 Penalty: 6216.313965
	Iteration 42Q: 3 clusters Score -3.320558e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275243 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -33205614.000000 Penalty: 6216.313965
	Iteration 43Q: 3 clusters Score -3.320561e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275267 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -33205612.000000 Penalty: 6216.313965
	Iteration 44Q: 3 clusters Score -3.320561e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275295 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -33205600.000000 Penalty: 6216.313965
	Iteration 45Q: 3 clusters Score -3.32056e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275317 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -33205600.000000 Penalty: 6216.313965
	Iteration 46Q: 3 clusters Score -3.32056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275340 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -33205606.000000 Penalty: 6216.313965
	Iteration 47Q: 3 clusters Score -3.320561e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275367 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -33205616.000000 Penalty: 6216.313965
	Iteration 48Q: 3 clusters Score -3.320562e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275391 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -33205648.000000 Penalty: 6216.313965
	Iteration 49Q: 3 clusters Score -3.320565e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275410 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -33205642.000000 Penalty: 6216.313965
	Iteration 50Q: 3 clusters Score -3.320564e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275432 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -33205618.000000 Penalty: 6216.313965
	Iteration 51Q: 3 clusters Score -3.320562e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275441 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -33205658.000000 Penalty: 6216.313965
	Iteration 52Q: 3 clusters Score -3.320566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275448 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -33205642.000000 Penalty: 6216.313965
	Iteration 53Q: 3 clusters Score -3.320564e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275455 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -33205646.000000 Penalty: 6216.313965
	Iteration 54Q: 3 clusters Score -3.320565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275466 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -33205646.000000 Penalty: 6216.313965
	Iteration 55Q: 3 clusters Score -3.320565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275477 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -33205654.000000 Penalty: 6216.313965
	Iteration 56Q: 3 clusters Score -3.320565e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275483 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -33205640.000000 Penalty: 6216.313965
	Iteration 57Q: 3 clusters Score -3.320564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275487 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -33205644.000000 Penalty: 6216.313965
	Iteration 58Q: 3 clusters Score -3.320564e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275491 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -33205664.000000 Penalty: 6216.313965
	Iteration 59Q: 3 clusters Score -3.320566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275492 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -33205650.000000 Penalty: 6216.313965
	Iteration 60F: 3 clusters Score -3.320565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275497 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -33205638.000000 Penalty: 6216.313965
	Iteration 61Q: 3 clusters Score -3.320564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275500 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -33205654.000000 Penalty: 6216.313965
	Iteration 62Q: 3 clusters Score -3.320565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275501 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -33205646.000000 Penalty: 6216.313965
	Iteration 63Q: 3 clusters Score -3.320565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275505 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -33205668.000000 Penalty: 6216.313965
	Iteration 64Q: 3 clusters Score -3.320567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275505 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -33205670.000000 Penalty: 6216.313965
	Iteration 65Q: 3 clusters Score -3.320567e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275506 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -33205662.000000 Penalty: 6216.313965
	Iteration 66Q: 3 clusters Score -3.320566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275506 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -33205662.000000 Penalty: 6216.313965
	Iteration 67F: 3 clusters Score -3.320566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Entering Unmasked Estep 
Score: -388442.718750 Penalty: 2015.229858
	Iteration 0F: 2 clusters Score -388442.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -384929.968750 Penalty: 4030.459717
	Iteration 0F: 3 clusters Score -384930 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -385619.156250 Penalty: 4030.459717
	Iteration 1F: 3 clusters Score -385619.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -385862.750000 Penalty: 4030.459717
	Iteration 2F: 3 clusters Score -385862.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -386015.093750 Penalty: 4030.459717
	Iteration 3F: 3 clusters Score -386015.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -386121.000000 Penalty: 4030.459717
	Iteration 4Q: 3 clusters Score -386121 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -386209.281250 Penalty: 4030.459717
	Iteration 5Q: 3 clusters Score -386209.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -386289.468750 Penalty: 4030.459717
	Iteration 6Q: 3 clusters Score -386289.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -386350.156250 Penalty: 4030.459717
	Iteration 7Q: 3 clusters Score -386350.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -386402.093750 Penalty: 4030.459717
	Iteration 8Q: 3 clusters Score -386402.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -386444.281250 Penalty: 4030.459717
	Iteration 9Q: 3 clusters Score -386444.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -386474.937500 Penalty: 4030.459717
	Iteration 10Q: 3 clusters Score -386474.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -386501.843750 Penalty: 4030.459717
	Iteration 11Q: 3 clusters Score -386501.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -386529.187500 Penalty: 4030.459717
	Iteration 12Q: 3 clusters Score -386529.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -386553.531250 Penalty: 4030.459717
	Iteration 13Q: 3 clusters Score -386553.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -386574.468750 Penalty: 4030.459717
	Iteration 14Q: 3 clusters Score -386574.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -386597.031250 Penalty: 4030.459717
	Iteration 15Q: 3 clusters Score -386597 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -386625.625000 Penalty: 4030.459717
	Iteration 16Q: 3 clusters Score -386625.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -386656.750000 Penalty: 4030.459717
	Iteration 17Q: 3 clusters Score -386656.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -386684.187500 Penalty: 4030.459717
	Iteration 18Q: 3 clusters Score -386684.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -386709.656250 Penalty: 4030.459717
	Iteration 19Q: 3 clusters Score -386709.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -386734.562500 Penalty: 4030.459717
	Iteration 20F: 3 clusters Score -386734.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -386763.406250 Penalty: 4030.459717
	Iteration 21Q: 3 clusters Score -386763.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -386783.468750 Penalty: 4030.459717
	Iteration 22Q: 3 clusters Score -386783.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -386795.125000 Penalty: 4030.459717
	Iteration 23Q: 3 clusters Score -386795.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -386800.531250 Penalty: 4030.459717
	Iteration 24Q: 3 clusters Score -386800.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -386803.250000 Penalty: 4030.459717
	Iteration 25Q: 3 clusters Score -386803.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -386807.406250 Penalty: 4030.459717
	Iteration 26Q: 3 clusters Score -386807.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -386813.718750 Penalty: 4030.459717
	Iteration 27Q: 3 clusters Score -386813.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -386820.125000 Penalty: 4030.459717
	Iteration 28Q: 3 clusters Score -386820.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -386823.312500 Penalty: 4030.459717
	Iteration 29Q: 3 clusters Score -386823.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -386828.406250 Penalty: 4030.459717
	Iteration 30Q: 3 clusters Score -386828.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -386832.906250 Penalty: 4030.459717
	Iteration 31Q: 3 clusters Score -386832.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -386836.250000 Penalty: 4030.459717
	Iteration 32Q: 3 clusters Score -386836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -386836.281250 Penalty: 4030.459717
	Iteration 33Q: 3 clusters Score -386836.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -386836.281250 Penalty: 4030.459717
	Iteration 34F: 3 clusters Score -386836.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2703 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Entering Unmasked Estep 
Score: -295337.656250 Penalty: 1959.725220
	Iteration 0F: 2 clusters Score -295337.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -292498.000000 Penalty: 3919.450439
	Iteration 0F: 3 clusters Score -292498 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -293808.125000 Penalty: 3919.450439
	Iteration 1F: 3 clusters Score -293808.1 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -294662.156250 Penalty: 3919.450439
	Iteration 2F: 3 clusters Score -294662.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -295369.375000 Penalty: 3919.450439
	Iteration 3F: 3 clusters Score -295369.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -296041.187500 Penalty: 3919.450439
	Iteration 4F: 3 clusters Score -296041.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -296246.500000 Penalty: 3919.450439
	Iteration 5Q: 3 clusters Score -296246.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -296315.593750 Penalty: 3919.450439
	Iteration 6Q: 3 clusters Score -296315.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -296340.625000 Penalty: 3919.450439
	Iteration 7Q: 3 clusters Score -296340.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -296349.125000 Penalty: 3919.450439
	Iteration 8Q: 3 clusters Score -296349.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -296354.500000 Penalty: 3919.450439
	Iteration 9Q: 3 clusters Score -296354.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -296354.500000 Penalty: 3919.450439
	Iteration 10F: 3 clusters Score -296354.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 49428 members 
Mstep: Class 5 contains 277310 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 13 contains 472 members 
Mstep: Class 14 contains 166754 members 
Mstep: Class 17 contains 19794 members 
Mstep: Class 19 contains 165018 members 
Entering Unmasked Estep 
Score: -81105192.000000 Penalty: 26657.613281
Splitting cluster 13 changes total score from -81105624.000000 to -81105192.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (166754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166754 members 
Entering Unmasked Estep 
Score: -20057312.000000 Penalty: 2982.020264
	Iteration 0F: 2 clusters Score -2.005731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83431 members 
Mstep: Class 2 contains 83323 members 
Entering Unmasked Estep 
Score: -19948454.000000 Penalty: 5964.040527
	Iteration 0F: 3 clusters Score -1.994845e+07 nChanged 79590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84803 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -19995074.000000 Penalty: 5964.040527
	Iteration 1F: 3 clusters Score -1.999507e+07 nChanged 5593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85416 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -19996694.000000 Penalty: 5964.040527
	Iteration 2Q: 3 clusters Score -1.999669e+07 nChanged 6438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86104 members 
Mstep: Class 2 contains 80650 members 
Entering Unmasked Estep 
Score: -19998806.000000 Penalty: 5964.040527
	Iteration 3Q: 3 clusters Score -1.999881e+07 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -20002448.000000 Penalty: 5964.040527
	Iteration 4Q: 3 clusters Score -2.000245e+07 nChanged 9072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86833 members 
Mstep: Class 2 contains 79921 members 
Entering Unmasked Estep 
Score: -20007878.000000 Penalty: 5964.040527
	Iteration 5F: 3 clusters Score -2.000788e+07 nChanged 10509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86304 members 
Mstep: Class 2 contains 80450 members 
Entering Unmasked Estep 
Score: -20015354.000000 Penalty: 5964.040527
	Iteration 6F: 3 clusters Score -2.001535e+07 nChanged 11484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85216 members 
Mstep: Class 2 contains 81538 members 
Entering Unmasked Estep 
Score: -20023878.000000 Penalty: 5964.040527
	Iteration 7F: 3 clusters Score -2.002388e+07 nChanged 11317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83841 members 
Mstep: Class 2 contains 82913 members 
Entering Unmasked Estep 
Score: -20031856.000000 Penalty: 5964.040527
	Iteration 8F: 3 clusters Score -2.003186e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -20036156.000000 Penalty: 5964.040527
	Iteration 9F: 3 clusters Score -2.003616e+07 nChanged 5872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81953 members 
Mstep: Class 2 contains 84801 members 
Entering Unmasked Estep 
Score: -20037938.000000 Penalty: 5964.040527
	Iteration 10Q: 3 clusters Score -2.003794e+07 nChanged 3511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81228 members 
Mstep: Class 2 contains 85526 members 
Entering Unmasked Estep 
Score: -20038752.000000 Penalty: 5964.040527
	Iteration 11Q: 3 clusters Score -2.003875e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 86362 members 
Entering Unmasked Estep 
Score: -20039270.000000 Penalty: 5964.040527
	Iteration 12Q: 3 clusters Score -2.003927e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79489 members 
Mstep: Class 2 contains 87265 members 
Entering Unmasked Estep 
Score: -20039512.000000 Penalty: 5964.040527
	Iteration 13Q: 3 clusters Score -2.003951e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78512 members 
Mstep: Class 2 contains 88242 members 
Entering Unmasked Estep 
Score: -20040000.000000 Penalty: 5964.040527
	Iteration 14Q: 3 clusters Score -2.004e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77498 members 
Mstep: Class 2 contains 89256 members 
Entering Unmasked Estep 
Score: -20040342.000000 Penalty: 5964.040527
	Iteration 15Q: 3 clusters Score -2.004034e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 90360 members 
Entering Unmasked Estep 
Score: -20040720.000000 Penalty: 5964.040527
	Iteration 16Q: 3 clusters Score -2.004072e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75162 members 
Mstep: Class 2 contains 91592 members 
Entering Unmasked Estep 
Score: -20041040.000000 Penalty: 5964.040527
	Iteration 17Q: 3 clusters Score -2.004104e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73746 members 
Mstep: Class 2 contains 93008 members 
Entering Unmasked Estep 
Score: -20041548.000000 Penalty: 5964.040527
	Iteration 18Q: 3 clusters Score -2.004155e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72175 members 
Mstep: Class 2 contains 94579 members 
Entering Unmasked Estep 
Score: -20042044.000000 Penalty: 5964.040527
	Iteration 19Q: 3 clusters Score -2.004204e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70584 members 
Mstep: Class 2 contains 96170 members 
Entering Unmasked Estep 
Score: -20042602.000000 Penalty: 5964.040527
	Iteration 20F: 3 clusters Score -2.00426e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68882 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -20043282.000000 Penalty: 5964.040527
	Iteration 21Q: 3 clusters Score -2.004328e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67120 members 
Mstep: Class 2 contains 99634 members 
Entering Unmasked Estep 
Score: -20043954.000000 Penalty: 5964.040527
	Iteration 22Q: 3 clusters Score -2.004395e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 101480 members 
Entering Unmasked Estep 
Score: -20044580.000000 Penalty: 5964.040527
	Iteration 23Q: 3 clusters Score -2.004458e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63436 members 
Mstep: Class 2 contains 103318 members 
Entering Unmasked Estep 
Score: -20045188.000000 Penalty: 5964.040527
	Iteration 24Q: 3 clusters Score -2.004519e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61628 members 
Mstep: Class 2 contains 105126 members 
Entering Unmasked Estep 
Score: -20045780.000000 Penalty: 5964.040527
	Iteration 25Q: 3 clusters Score -2.004578e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59771 members 
Mstep: Class 2 contains 106983 members 
Entering Unmasked Estep 
Score: -20046282.000000 Penalty: 5964.040527
	Iteration 26Q: 3 clusters Score -2.004628e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58007 members 
Mstep: Class 2 contains 108747 members 
Entering Unmasked Estep 
Score: -20046750.000000 Penalty: 5964.040527
	Iteration 27Q: 3 clusters Score -2.004675e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 110502 members 
Entering Unmasked Estep 
Score: -20047150.000000 Penalty: 5964.040527
	Iteration 28Q: 3 clusters Score -2.004715e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 112237 members 
Entering Unmasked Estep 
Score: -20047584.000000 Penalty: 5964.040527
	Iteration 29Q: 3 clusters Score -2.004758e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52762 members 
Mstep: Class 2 contains 113992 members 
Entering Unmasked Estep 
Score: -20047936.000000 Penalty: 5964.040527
	Iteration 30Q: 3 clusters Score -2.004794e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51070 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -20048302.000000 Penalty: 5964.040527
	Iteration 31Q: 3 clusters Score -2.00483e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49420 members 
Mstep: Class 2 contains 117334 members 
Entering Unmasked Estep 
Score: -20048710.000000 Penalty: 5964.040527
	Iteration 32Q: 3 clusters Score -2.004871e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47731 members 
Mstep: Class 2 contains 119023 members 
Entering Unmasked Estep 
Score: -20049060.000000 Penalty: 5964.040527
	Iteration 33Q: 3 clusters Score -2.004906e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 120723 members 
Entering Unmasked Estep 
Score: -20049470.000000 Penalty: 5964.040527
	Iteration 34Q: 3 clusters Score -2.004947e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 122332 members 
Entering Unmasked Estep 
Score: -20049770.000000 Penalty: 5964.040527
	Iteration 35Q: 3 clusters Score -2.004977e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42817 members 
Mstep: Class 2 contains 123937 members 
Entering Unmasked Estep 
Score: -20050074.000000 Penalty: 5964.040527
	Iteration 36Q: 3 clusters Score -2.005007e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 125570 members 
Entering Unmasked Estep 
Score: -20050520.000000 Penalty: 5964.040527
	Iteration 37Q: 3 clusters Score -2.005052e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 127244 members 
Entering Unmasked Estep 
Score: -20050912.000000 Penalty: 5964.040527
	Iteration 38Q: 3 clusters Score -2.005091e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37830 members 
Mstep: Class 2 contains 128924 members 
Entering Unmasked Estep 
Score: -20051314.000000 Penalty: 5964.040527
	Iteration 39Q: 3 clusters Score -2.005131e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36205 members 
Mstep: Class 2 contains 130549 members 
Entering Unmasked Estep 
Score: -20051640.000000 Penalty: 5964.040527
	Iteration 40F: 3 clusters Score -2.005164e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 132169 members 
Entering Unmasked Estep 
Score: -20051898.000000 Penalty: 5964.040527
	Iteration 41Q: 3 clusters Score -2.00519e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 133795 members 
Entering Unmasked Estep 
Score: -20052176.000000 Penalty: 5964.040527
	Iteration 42Q: 3 clusters Score -2.005218e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31349 members 
Mstep: Class 2 contains 135405 members 
Entering Unmasked Estep 
Score: -20052580.000000 Penalty: 5964.040527
	Iteration 43Q: 3 clusters Score -2.005258e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 136998 members 
Entering Unmasked Estep 
Score: -20052950.000000 Penalty: 5964.040527
	Iteration 44Q: 3 clusters Score -2.005295e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 138521 members 
Entering Unmasked Estep 
Score: -20053306.000000 Penalty: 5964.040527
	Iteration 45Q: 3 clusters Score -2.005331e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26730 members 
Mstep: Class 2 contains 140024 members 
Entering Unmasked Estep 
Score: -20053654.000000 Penalty: 5964.040527
	Iteration 46Q: 3 clusters Score -2.005365e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 141504 members 
Entering Unmasked Estep 
Score: -20054120.000000 Penalty: 5964.040527
	Iteration 47Q: 3 clusters Score -2.005412e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 142923 members 
Entering Unmasked Estep 
Score: -20054538.000000 Penalty: 5964.040527
	Iteration 48Q: 3 clusters Score -2.005454e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 144267 members 
Entering Unmasked Estep 
Score: -20054792.000000 Penalty: 5964.040527
	Iteration 49Q: 3 clusters Score -2.005479e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 145538 members 
Entering Unmasked Estep 
Score: -20055148.000000 Penalty: 5964.040527
	Iteration 50Q: 3 clusters Score -2.005515e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 146708 members 
Entering Unmasked Estep 
Score: -20055428.000000 Penalty: 5964.040527
	Iteration 51Q: 3 clusters Score -2.005543e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -20055644.000000 Penalty: 5964.040527
	Iteration 52Q: 3 clusters Score -2.005564e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 148903 members 
Entering Unmasked Estep 
Score: -20055836.000000 Penalty: 5964.040527
	Iteration 53Q: 3 clusters Score -2.005584e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 149866 members 
Entering Unmasked Estep 
Score: -20055926.000000 Penalty: 5964.040527
	Iteration 54Q: 3 clusters Score -2.005593e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 150735 members 
Entering Unmasked Estep 
Score: -20056070.000000 Penalty: 5964.040527
	Iteration 55Q: 3 clusters Score -2.005607e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 151540 members 
Entering Unmasked Estep 
Score: -20056288.000000 Penalty: 5964.040527
	Iteration 56Q: 3 clusters Score -2.005629e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 152336 members 
Entering Unmasked Estep 
Score: -20056368.000000 Penalty: 5964.040527
	Iteration 57Q: 3 clusters Score -2.005637e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 153084 members 
Entering Unmasked Estep 
Score: -20056430.000000 Penalty: 5964.040527
	Iteration 58Q: 3 clusters Score -2.005643e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 153755 members 
Entering Unmasked Estep 
Score: -20056466.000000 Penalty: 5964.040527
	Iteration 59Q: 3 clusters Score -2.005647e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 154393 members 
Entering Unmasked Estep 
Score: -20056470.000000 Penalty: 5964.040527
	Iteration 60F: 3 clusters Score -2.005647e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 154959 members 
Entering Unmasked Estep 
Score: -20056500.000000 Penalty: 5964.040527
	Iteration 61Q: 3 clusters Score -2.00565e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 155523 members 
Entering Unmasked Estep 
Score: -20056476.000000 Penalty: 5964.040527
	Iteration 62Q: 3 clusters Score -2.005648e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 156012 members 
Entering Unmasked Estep 
Score: -20056482.000000 Penalty: 5964.040527
	Iteration 63Q: 3 clusters Score -2.005648e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 156462 members 
Entering Unmasked Estep 
Score: -20056512.000000 Penalty: 5964.040527
	Iteration 64Q: 3 clusters Score -2.005651e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 156884 members 
Entering Unmasked Estep 
Score: -20056544.000000 Penalty: 5964.040527
	Iteration 65Q: 3 clusters Score -2.005654e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 157330 members 
Entering Unmasked Estep 
Score: -20056594.000000 Penalty: 5964.040527
	Iteration 66Q: 3 clusters Score -2.005659e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 157755 members 
Entering Unmasked Estep 
Score: -20056586.000000 Penalty: 5964.040527
	Iteration 67Q: 3 clusters Score -2.005659e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 158120 members 
Entering Unmasked Estep 
Score: -20056662.000000 Penalty: 5964.040527
	Iteration 68Q: 3 clusters Score -2.005666e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 158423 members 
Entering Unmasked Estep 
Score: -20056612.000000 Penalty: 5964.040527
	Iteration 69Q: 3 clusters Score -2.005661e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 158694 members 
Entering Unmasked Estep 
Score: -20056628.000000 Penalty: 5964.040527
	Iteration 70Q: 3 clusters Score -2.005663e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 158946 members 
Entering Unmasked Estep 
Score: -20056598.000000 Penalty: 5964.040527
	Iteration 71Q: 3 clusters Score -2.00566e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 159148 members 
Entering Unmasked Estep 
Score: -20056676.000000 Penalty: 5964.040527
	Iteration 72Q: 3 clusters Score -2.005668e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 159330 members 
Entering Unmasked Estep 
Score: -20056662.000000 Penalty: 5964.040527
	Iteration 73Q: 3 clusters Score -2.005666e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 159505 members 
Entering Unmasked Estep 
Score: -20056722.000000 Penalty: 5964.040527
	Iteration 74Q: 3 clusters Score -2.005672e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 159662 members 
Entering Unmasked Estep 
Score: -20056734.000000 Penalty: 5964.040527
	Iteration 75Q: 3 clusters Score -2.005673e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 159815 members 
Entering Unmasked Estep 
Score: -20056724.000000 Penalty: 5964.040527
	Iteration 76Q: 3 clusters Score -2.005672e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 159942 members 
Entering Unmasked Estep 
Score: -20056764.000000 Penalty: 5964.040527
	Iteration 77Q: 3 clusters Score -2.005676e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 160058 members 
Entering Unmasked Estep 
Score: -20056760.000000 Penalty: 5964.040527
	Iteration 78Q: 3 clusters Score -2.005676e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 160169 members 
Entering Unmasked Estep 
Score: -20056730.000000 Penalty: 5964.040527
	Iteration 79Q: 3 clusters Score -2.005673e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 160271 members 
Entering Unmasked Estep 
Score: -20056754.000000 Penalty: 5964.040527
	Iteration 80F: 3 clusters Score -2.005675e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 160352 members 
Entering Unmasked Estep 
Score: -20056762.000000 Penalty: 5964.040527
	Iteration 81Q: 3 clusters Score -2.005676e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 160436 members 
Entering Unmasked Estep 
Score: -20056780.000000 Penalty: 5964.040527
	Iteration 82Q: 3 clusters Score -2.005678e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 160514 members 
Entering Unmasked Estep 
Score: -20056762.000000 Penalty: 5964.040527
	Iteration 83Q: 3 clusters Score -2.005676e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 160584 members 
Entering Unmasked Estep 
Score: -20056786.000000 Penalty: 5964.040527
	Iteration 84Q: 3 clusters Score -2.005679e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 160655 members 
Entering Unmasked Estep 
Score: -20056776.000000 Penalty: 5964.040527
	Iteration 85Q: 3 clusters Score -2.005678e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 160720 members 
Entering Unmasked Estep 
Score: -20056790.000000 Penalty: 5964.040527
	Iteration 86Q: 3 clusters Score -2.005679e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 160788 members 
Entering Unmasked Estep 
Score: -20056784.000000 Penalty: 5964.040527
	Iteration 87Q: 3 clusters Score -2.005678e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 160861 members 
Entering Unmasked Estep 
Score: -20056748.000000 Penalty: 5964.040527
	Iteration 88Q: 3 clusters Score -2.005675e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 160926 members 
Entering Unmasked Estep 
Score: -20056736.000000 Penalty: 5964.040527
	Iteration 89Q: 3 clusters Score -2.005674e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 160979 members 
Entering Unmasked Estep 
Score: -20056752.000000 Penalty: 5964.040527
	Iteration 90Q: 3 clusters Score -2.005675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 161016 members 
Entering Unmasked Estep 
Score: -20056750.000000 Penalty: 5964.040527
	Iteration 91Q: 3 clusters Score -2.005675e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 161053 members 
Entering Unmasked Estep 
Score: -20056728.000000 Penalty: 5964.040527
	Iteration 92Q: 3 clusters Score -2.005673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 161093 members 
Entering Unmasked Estep 
Score: -20056726.000000 Penalty: 5964.040527
	Iteration 93Q: 3 clusters Score -2.005673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 161126 members 
Entering Unmasked Estep 
Score: -20056706.000000 Penalty: 5964.040527
	Iteration 94Q: 3 clusters Score -2.005671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 161157 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 95Q: 3 clusters Score -2.005669e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 161191 members 
Entering Unmasked Estep 
Score: -20056684.000000 Penalty: 5964.040527
	Iteration 96Q: 3 clusters Score -2.005668e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 161228 members 
Entering Unmasked Estep 
Score: -20056708.000000 Penalty: 5964.040527
	Iteration 97Q: 3 clusters Score -2.005671e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 161266 members 
Entering Unmasked Estep 
Score: -20056702.000000 Penalty: 5964.040527
	Iteration 98Q: 3 clusters Score -2.00567e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 161301 members 
Entering Unmasked Estep 
Score: -20056704.000000 Penalty: 5964.040527
	Iteration 99Q: 3 clusters Score -2.00567e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 161339 members 
Entering Unmasked Estep 
Score: -20056728.000000 Penalty: 5964.040527
	Iteration 100F: 3 clusters Score -2.005673e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 161378 members 
Entering Unmasked Estep 
Score: -20056746.000000 Penalty: 5964.040527
	Iteration 101Q: 3 clusters Score -2.005675e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 161413 members 
Entering Unmasked Estep 
Score: -20056734.000000 Penalty: 5964.040527
	Iteration 102Q: 3 clusters Score -2.005673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 161444 members 
Entering Unmasked Estep 
Score: -20056736.000000 Penalty: 5964.040527
	Iteration 103Q: 3 clusters Score -2.005674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 161478 members 
Entering Unmasked Estep 
Score: -20056716.000000 Penalty: 5964.040527
	Iteration 104Q: 3 clusters Score -2.005672e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 161511 members 
Entering Unmasked Estep 
Score: -20056714.000000 Penalty: 5964.040527
	Iteration 105Q: 3 clusters Score -2.005671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 161544 members 
Entering Unmasked Estep 
Score: -20056720.000000 Penalty: 5964.040527
	Iteration 106Q: 3 clusters Score -2.005672e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 161574 members 
Entering Unmasked Estep 
Score: -20056698.000000 Penalty: 5964.040527
	Iteration 107Q: 3 clusters Score -2.00567e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 161593 members 
Entering Unmasked Estep 
Score: -20056716.000000 Penalty: 5964.040527
	Iteration 108Q: 3 clusters Score -2.005672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 161612 members 
Entering Unmasked Estep 
Score: -20056698.000000 Penalty: 5964.040527
	Iteration 109Q: 3 clusters Score -2.00567e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 161629 members 
Entering Unmasked Estep 
Score: -20056712.000000 Penalty: 5964.040527
	Iteration 110Q: 3 clusters Score -2.005671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 161640 members 
Entering Unmasked Estep 
Score: -20056704.000000 Penalty: 5964.040527
	Iteration 111Q: 3 clusters Score -2.00567e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 161656 members 
Entering Unmasked Estep 
Score: -20056710.000000 Penalty: 5964.040527
	Iteration 112Q: 3 clusters Score -2.005671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 161673 members 
Entering Unmasked Estep 
Score: -20056706.000000 Penalty: 5964.040527
	Iteration 113Q: 3 clusters Score -2.005671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 161684 members 
Entering Unmasked Estep 
Score: -20056692.000000 Penalty: 5964.040527
	Iteration 114Q: 3 clusters Score -2.005669e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 161697 members 
Entering Unmasked Estep 
Score: -20056708.000000 Penalty: 5964.040527
	Iteration 115Q: 3 clusters Score -2.005671e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 161708 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 116Q: 3 clusters Score -2.005669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 161715 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 117Q: 3 clusters Score -2.005669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 161719 members 
Entering Unmasked Estep 
Score: -20056688.000000 Penalty: 5964.040527
	Iteration 118Q: 3 clusters Score -2.005669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 161722 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 119Q: 3 clusters Score -2.005669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 161727 members 
Entering Unmasked Estep 
Score: -20056698.000000 Penalty: 5964.040527
	Iteration 120F: 3 clusters Score -2.00567e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 161731 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 121Q: 3 clusters Score -2.005669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 161734 members 
Entering Unmasked Estep 
Score: -20056688.000000 Penalty: 5964.040527
	Iteration 122Q: 3 clusters Score -2.005669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 161737 members 
Entering Unmasked Estep 
Score: -20056688.000000 Penalty: 5964.040527
	Iteration 123Q: 3 clusters Score -2.005669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 161741 members 
Entering Unmasked Estep 
Score: -20056698.000000 Penalty: 5964.040527
	Iteration 124Q: 3 clusters Score -2.00567e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 161744 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 125Q: 3 clusters Score -2.005669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 161748 members 
Entering Unmasked Estep 
Score: -20056686.000000 Penalty: 5964.040527
	Iteration 126Q: 3 clusters Score -2.005669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 161751 members 
Entering Unmasked Estep 
Score: -20056692.000000 Penalty: 5964.040527
	Iteration 127Q: 3 clusters Score -2.005669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 161752 members 
Entering Unmasked Estep 
Score: -20056688.000000 Penalty: 5964.040527
	Iteration 128Q: 3 clusters Score -2.005669e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 161756 members 
Entering Unmasked Estep 
Score: -20056686.000000 Penalty: 5964.040527
	Iteration 129Q: 3 clusters Score -2.005669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 161757 members 
Entering Unmasked Estep 
Score: -20056680.000000 Penalty: 5964.040527
	Iteration 130Q: 3 clusters Score -2.005668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 161761 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 131Q: 3 clusters Score -2.005669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 161766 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 132Q: 3 clusters Score -2.005669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 161773 members 
Entering Unmasked Estep 
Score: -20056688.000000 Penalty: 5964.040527
	Iteration 133Q: 3 clusters Score -2.005669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 161778 members 
Entering Unmasked Estep 
Score: -20056688.000000 Penalty: 5964.040527
	Iteration 134Q: 3 clusters Score -2.005669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 161783 members 
Entering Unmasked Estep 
Score: -20056696.000000 Penalty: 5964.040527
	Iteration 135Q: 3 clusters Score -2.00567e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 161788 members 
Entering Unmasked Estep 
Score: -20056686.000000 Penalty: 5964.040527
	Iteration 136Q: 3 clusters Score -2.005669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 161789 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 137Q: 3 clusters Score -2.005669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 161789 members 
Entering Unmasked Estep 
Score: -20056690.000000 Penalty: 5964.040527
	Iteration 138F: 3 clusters Score -2.005669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Entering Unmasked Estep 
Score: -2381339.750000 Penalty: 2453.497314
	Iteration 0F: 2 clusters Score -2381340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 9793 members 
Entering Unmasked Estep 
Score: -2367347.500000 Penalty: 4906.994629
	Iteration 0F: 3 clusters Score -2367348 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -2372155.750000 Penalty: 4906.994629
	Iteration 1F: 3 clusters Score -2372156 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2372840.000000 Penalty: 4906.994629
	Iteration 2F: 3 clusters Score -2372840 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2373666.750000 Penalty: 4906.994629
	Iteration 3F: 3 clusters Score -2373667 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2374493.750000 Penalty: 4906.994629
	Iteration 4F: 3 clusters Score -2374494 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -2375330.750000 Penalty: 4906.994629
	Iteration 5F: 3 clusters Score -2375331 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -2376079.750000 Penalty: 4906.994629
	Iteration 6F: 3 clusters Score -2376080 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -2376660.250000 Penalty: 4906.994629
	Iteration 7F: 3 clusters Score -2376660 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2377083.250000 Penalty: 4906.994629
	Iteration 8Q: 3 clusters Score -2377083 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2377424.750000 Penalty: 4906.994629
	Iteration 9Q: 3 clusters Score -2377425 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -2377706.500000 Penalty: 4906.994629
	Iteration 10Q: 3 clusters Score -2377706 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -2377985.250000 Penalty: 4906.994629
	Iteration 11Q: 3 clusters Score -2377985 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 11774 members 
Entering Unmasked Estep 
Score: -2378245.000000 Penalty: 4906.994629
	Iteration 12Q: 3 clusters Score -2378245 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -2378470.000000 Penalty: 4906.994629
	Iteration 13Q: 3 clusters Score -2378470 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2378681.500000 Penalty: 4906.994629
	Iteration 14Q: 3 clusters Score -2378682 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2378873.000000 Penalty: 4906.994629
	Iteration 15Q: 3 clusters Score -2378873 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 13661 members 
Entering Unmasked Estep 
Score: -2379051.750000 Penalty: 4906.994629
	Iteration 16Q: 3 clusters Score -2379052 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2379221.000000 Penalty: 4906.994629
	Iteration 17Q: 3 clusters Score -2379221 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -2379401.250000 Penalty: 4906.994629
	Iteration 18Q: 3 clusters Score -2379401 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2379540.000000 Penalty: 4906.994629
	Iteration 19Q: 3 clusters Score -2379540 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 15218 members 
Entering Unmasked Estep 
Score: -2379680.000000 Penalty: 4906.994629
	Iteration 20F: 3 clusters Score -2379680 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -2379810.000000 Penalty: 4906.994629
	Iteration 21Q: 3 clusters Score -2379810 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2379929.750000 Penalty: 4906.994629
	Iteration 22Q: 3 clusters Score -2379930 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2380053.000000 Penalty: 4906.994629
	Iteration 23Q: 3 clusters Score -2380053 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 16438 members 
Entering Unmasked Estep 
Score: -2380178.750000 Penalty: 4906.994629
	Iteration 24Q: 3 clusters Score -2380179 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2380302.250000 Penalty: 4906.994629
	Iteration 25Q: 3 clusters Score -2380302 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2380405.250000 Penalty: 4906.994629
	Iteration 26Q: 3 clusters Score -2380405 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -2380480.500000 Penalty: 4906.994629
	Iteration 27Q: 3 clusters Score -2380480 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2380533.000000 Penalty: 4906.994629
	Iteration 28Q: 3 clusters Score -2380533 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -2380584.500000 Penalty: 4906.994629
	Iteration 29Q: 3 clusters Score -2380584 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2380640.000000 Penalty: 4906.994629
	Iteration 30Q: 3 clusters Score -2380640 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2380673.500000 Penalty: 4906.994629
	Iteration 31Q: 3 clusters Score -2380674 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 17634 members 
Entering Unmasked Estep 
Score: -2380692.250000 Penalty: 4906.994629
	Iteration 32Q: 3 clusters Score -2380692 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2380719.750000 Penalty: 4906.994629
	Iteration 33Q: 3 clusters Score -2380720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -2380735.000000 Penalty: 4906.994629
	Iteration 34Q: 3 clusters Score -2380735 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2380738.500000 Penalty: 4906.994629
	Iteration 35Q: 3 clusters Score -2380738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2380743.000000 Penalty: 4906.994629
	Iteration 36Q: 3 clusters Score -2380743 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2380750.500000 Penalty: 4906.994629
	Iteration 37Q: 3 clusters Score -2380750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2380761.500000 Penalty: 4906.994629
	Iteration 38Q: 3 clusters Score -2380762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2380768.500000 Penalty: 4906.994629
	Iteration 39Q: 3 clusters Score -2380768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2380768.750000 Penalty: 4906.994629
	Iteration 40F: 3 clusters Score -2380769 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2380772.250000 Penalty: 4906.994629
	Iteration 41Q: 3 clusters Score -2380772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2380775.250000 Penalty: 4906.994629
	Iteration 42Q: 3 clusters Score -2380775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -2380781.000000 Penalty: 4906.994629
	Iteration 43Q: 3 clusters Score -2380781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2380783.500000 Penalty: 4906.994629
	Iteration 44Q: 3 clusters Score -2380784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2380782.500000 Penalty: 4906.994629
	Iteration 45Q: 3 clusters Score -2380782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2380784.500000 Penalty: 4906.994629
	Iteration 46Q: 3 clusters Score -2380784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17975 members 
Entering Unmasked Estep 
Score: -2380786.000000 Penalty: 4906.994629
	Iteration 47Q: 3 clusters Score -2380786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2380790.750000 Penalty: 4906.994629
	Iteration 48Q: 3 clusters Score -2380791 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2380789.750000 Penalty: 4906.994629
	Iteration 49Q: 3 clusters Score -2380790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2380787.250000 Penalty: 4906.994629
	Iteration 50Q: 3 clusters Score -2380787 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2380787.250000 Penalty: 4906.994629
	Iteration 51F: 3 clusters Score -2380787 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (165018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165018 members 
Entering Unmasked Estep 
Score: -19954382.000000 Penalty: 2979.424805
	Iteration 0F: 2 clusters Score -1.995438e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82518 members 
Mstep: Class 2 contains 82500 members 
Entering Unmasked Estep 
Score: -19847840.000000 Penalty: 5958.849609
	Iteration 0F: 3 clusters Score -1.984784e+07 nChanged 78766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83050 members 
Mstep: Class 2 contains 81968 members 
Entering Unmasked Estep 
Score: -19893242.000000 Penalty: 5958.849609
	Iteration 1F: 3 clusters Score -1.989324e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83546 members 
Mstep: Class 2 contains 81472 members 
Entering Unmasked Estep 
Score: -19894188.000000 Penalty: 5958.849609
	Iteration 2Q: 3 clusters Score -1.989419e+07 nChanged 5063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84267 members 
Mstep: Class 2 contains 80751 members 
Entering Unmasked Estep 
Score: -19895518.000000 Penalty: 5958.849609
	Iteration 3Q: 3 clusters Score -1.989552e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85138 members 
Mstep: Class 2 contains 79880 members 
Entering Unmasked Estep 
Score: -19897316.000000 Penalty: 5958.849609
	Iteration 4Q: 3 clusters Score -1.989732e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86152 members 
Mstep: Class 2 contains 78866 members 
Entering Unmasked Estep 
Score: -19899860.000000 Penalty: 5958.849609
	Iteration 5Q: 3 clusters Score -1.989986e+07 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87323 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -19903156.000000 Penalty: 5958.849609
	Iteration 6Q: 3 clusters Score -1.990316e+07 nChanged 8229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88496 members 
Mstep: Class 2 contains 76522 members 
Entering Unmasked Estep 
Score: -19907522.000000 Penalty: 5958.849609
	Iteration 7Q: 3 clusters Score -1.990752e+07 nChanged 9643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89499 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -19914180.000000 Penalty: 5958.849609
	Iteration 8F: 3 clusters Score -1.991418e+07 nChanged 10800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90083 members 
Mstep: Class 2 contains 74935 members 
Entering Unmasked Estep 
Score: -19922528.000000 Penalty: 5958.849609
	Iteration 9F: 3 clusters Score -1.992253e+07 nChanged 10176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90167 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -19928906.000000 Penalty: 5958.849609
	Iteration 10F: 3 clusters Score -1.992891e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90154 members 
Mstep: Class 2 contains 74864 members 
Entering Unmasked Estep 
Score: -19931592.000000 Penalty: 5958.849609
	Iteration 11Q: 3 clusters Score -1.993159e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90156 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -19932514.000000 Penalty: 5958.849609
	Iteration 12Q: 3 clusters Score -1.993251e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90204 members 
Mstep: Class 2 contains 74814 members 
Entering Unmasked Estep 
Score: -19932908.000000 Penalty: 5958.849609
	Iteration 13Q: 3 clusters Score -1.993291e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90172 members 
Mstep: Class 2 contains 74846 members 
Entering Unmasked Estep 
Score: -19933170.000000 Penalty: 5958.849609
	Iteration 14Q: 3 clusters Score -1.993317e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90074 members 
Mstep: Class 2 contains 74944 members 
Entering Unmasked Estep 
Score: -19933580.000000 Penalty: 5958.849609
	Iteration 15Q: 3 clusters Score -1.993358e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89853 members 
Mstep: Class 2 contains 75165 members 
Entering Unmasked Estep 
Score: -19933950.000000 Penalty: 5958.849609
	Iteration 16Q: 3 clusters Score -1.993395e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89492 members 
Mstep: Class 2 contains 75526 members 
Entering Unmasked Estep 
Score: -19934286.000000 Penalty: 5958.849609
	Iteration 17Q: 3 clusters Score -1.993429e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89087 members 
Mstep: Class 2 contains 75931 members 
Entering Unmasked Estep 
Score: -19934466.000000 Penalty: 5958.849609
	Iteration 18Q: 3 clusters Score -1.993447e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88638 members 
Mstep: Class 2 contains 76380 members 
Entering Unmasked Estep 
Score: -19934784.000000 Penalty: 5958.849609
	Iteration 19Q: 3 clusters Score -1.993478e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 76936 members 
Entering Unmasked Estep 
Score: -19935172.000000 Penalty: 5958.849609
	Iteration 20F: 3 clusters Score -1.993517e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87435 members 
Mstep: Class 2 contains 77583 members 
Entering Unmasked Estep 
Score: -19935434.000000 Penalty: 5958.849609
	Iteration 21Q: 3 clusters Score -1.993543e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86739 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -19935784.000000 Penalty: 5958.849609
	Iteration 22Q: 3 clusters Score -1.993578e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 79009 members 
Entering Unmasked Estep 
Score: -19936016.000000 Penalty: 5958.849609
	Iteration 23Q: 3 clusters Score -1.993602e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85213 members 
Mstep: Class 2 contains 79805 members 
Entering Unmasked Estep 
Score: -19936344.000000 Penalty: 5958.849609
	Iteration 24Q: 3 clusters Score -1.993634e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84420 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -19936666.000000 Penalty: 5958.849609
	Iteration 25Q: 3 clusters Score -1.993667e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83526 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -19936976.000000 Penalty: 5958.849609
	Iteration 26Q: 3 clusters Score -1.993698e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -19937262.000000 Penalty: 5958.849609
	Iteration 27Q: 3 clusters Score -1.993726e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81661 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -19937570.000000 Penalty: 5958.849609
	Iteration 28Q: 3 clusters Score -1.993757e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80722 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -19937974.000000 Penalty: 5958.849609
	Iteration 29Q: 3 clusters Score -1.993797e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79751 members 
Mstep: Class 2 contains 85267 members 
Entering Unmasked Estep 
Score: -19938286.000000 Penalty: 5958.849609
	Iteration 30Q: 3 clusters Score -1.993829e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78771 members 
Mstep: Class 2 contains 86247 members 
Entering Unmasked Estep 
Score: -19938456.000000 Penalty: 5958.849609
	Iteration 31Q: 3 clusters Score -1.993846e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77725 members 
Mstep: Class 2 contains 87293 members 
Entering Unmasked Estep 
Score: -19938648.000000 Penalty: 5958.849609
	Iteration 32Q: 3 clusters Score -1.993865e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76597 members 
Mstep: Class 2 contains 88421 members 
Entering Unmasked Estep 
Score: -19938864.000000 Penalty: 5958.849609
	Iteration 33Q: 3 clusters Score -1.993886e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75425 members 
Mstep: Class 2 contains 89593 members 
Entering Unmasked Estep 
Score: -19939020.000000 Penalty: 5958.849609
	Iteration 34Q: 3 clusters Score -1.993902e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74230 members 
Mstep: Class 2 contains 90788 members 
Entering Unmasked Estep 
Score: -19939172.000000 Penalty: 5958.849609
	Iteration 35Q: 3 clusters Score -1.993917e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73037 members 
Mstep: Class 2 contains 91981 members 
Entering Unmasked Estep 
Score: -19939402.000000 Penalty: 5958.849609
	Iteration 36Q: 3 clusters Score -1.99394e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71878 members 
Mstep: Class 2 contains 93140 members 
Entering Unmasked Estep 
Score: -19939628.000000 Penalty: 5958.849609
	Iteration 37Q: 3 clusters Score -1.993963e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70714 members 
Mstep: Class 2 contains 94304 members 
Entering Unmasked Estep 
Score: -19939816.000000 Penalty: 5958.849609
	Iteration 38Q: 3 clusters Score -1.993982e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69548 members 
Mstep: Class 2 contains 95470 members 
Entering Unmasked Estep 
Score: -19939868.000000 Penalty: 5958.849609
	Iteration 39Q: 3 clusters Score -1.993987e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68361 members 
Mstep: Class 2 contains 96657 members 
Entering Unmasked Estep 
Score: -19940092.000000 Penalty: 5958.849609
	Iteration 40F: 3 clusters Score -1.994009e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67130 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -19940268.000000 Penalty: 5958.849609
	Iteration 41Q: 3 clusters Score -1.994027e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 99168 members 
Entering Unmasked Estep 
Score: -19940538.000000 Penalty: 5958.849609
	Iteration 42Q: 3 clusters Score -1.994054e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64506 members 
Mstep: Class 2 contains 100512 members 
Entering Unmasked Estep 
Score: -19940700.000000 Penalty: 5958.849609
	Iteration 43Q: 3 clusters Score -1.99407e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63099 members 
Mstep: Class 2 contains 101919 members 
Entering Unmasked Estep 
Score: -19940856.000000 Penalty: 5958.849609
	Iteration 44Q: 3 clusters Score -1.994086e+07 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61646 members 
Mstep: Class 2 contains 103372 members 
Entering Unmasked Estep 
Score: -19941122.000000 Penalty: 5958.849609
	Iteration 45Q: 3 clusters Score -1.994112e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60179 members 
Mstep: Class 2 contains 104839 members 
Entering Unmasked Estep 
Score: -19941364.000000 Penalty: 5958.849609
	Iteration 46Q: 3 clusters Score -1.994136e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 106379 members 
Entering Unmasked Estep 
Score: -19941684.000000 Penalty: 5958.849609
	Iteration 47Q: 3 clusters Score -1.994168e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57020 members 
Mstep: Class 2 contains 107998 members 
Entering Unmasked Estep 
Score: -19942016.000000 Penalty: 5958.849609
	Iteration 48Q: 3 clusters Score -1.994202e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55332 members 
Mstep: Class 2 contains 109686 members 
Entering Unmasked Estep 
Score: -19942244.000000 Penalty: 5958.849609
	Iteration 49Q: 3 clusters Score -1.994224e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -19942478.000000 Penalty: 5958.849609
	Iteration 50Q: 3 clusters Score -1.994248e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51941 members 
Mstep: Class 2 contains 113077 members 
Entering Unmasked Estep 
Score: -19942840.000000 Penalty: 5958.849609
	Iteration 51Q: 3 clusters Score -1.994284e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 114822 members 
Entering Unmasked Estep 
Score: -19943172.000000 Penalty: 5958.849609
	Iteration 52Q: 3 clusters Score -1.994317e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 116673 members 
Entering Unmasked Estep 
Score: -19943562.000000 Penalty: 5958.849609
	Iteration 53Q: 3 clusters Score -1.994356e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46448 members 
Mstep: Class 2 contains 118570 members 
Entering Unmasked Estep 
Score: -19943938.000000 Penalty: 5958.849609
	Iteration 54Q: 3 clusters Score -1.994394e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44624 members 
Mstep: Class 2 contains 120394 members 
Entering Unmasked Estep 
Score: -19944336.000000 Penalty: 5958.849609
	Iteration 55Q: 3 clusters Score -1.994434e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42772 members 
Mstep: Class 2 contains 122246 members 
Entering Unmasked Estep 
Score: -19944756.000000 Penalty: 5958.849609
	Iteration 56Q: 3 clusters Score -1.994476e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 124173 members 
Entering Unmasked Estep 
Score: -19945212.000000 Penalty: 5958.849609
	Iteration 57Q: 3 clusters Score -1.994521e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38882 members 
Mstep: Class 2 contains 126136 members 
Entering Unmasked Estep 
Score: -19945560.000000 Penalty: 5958.849609
	Iteration 58Q: 3 clusters Score -1.994556e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36971 members 
Mstep: Class 2 contains 128047 members 
Entering Unmasked Estep 
Score: -19946116.000000 Penalty: 5958.849609
	Iteration 59Q: 3 clusters Score -1.994612e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 130031 members 
Entering Unmasked Estep 
Score: -19946640.000000 Penalty: 5958.849609
	Iteration 60F: 3 clusters Score -1.994664e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 131986 members 
Entering Unmasked Estep 
Score: -19947136.000000 Penalty: 5958.849609
	Iteration 61Q: 3 clusters Score -1.994714e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 133991 members 
Entering Unmasked Estep 
Score: -19947784.000000 Penalty: 5958.849609
	Iteration 62Q: 3 clusters Score -1.994778e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 136034 members 
Entering Unmasked Estep 
Score: -19948418.000000 Penalty: 5958.849609
	Iteration 63Q: 3 clusters Score -1.994842e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 138039 members 
Entering Unmasked Estep 
Score: -19948932.000000 Penalty: 5958.849609
	Iteration 64Q: 3 clusters Score -1.994893e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25071 members 
Mstep: Class 2 contains 139947 members 
Entering Unmasked Estep 
Score: -19949528.000000 Penalty: 5958.849609
	Iteration 65Q: 3 clusters Score -1.994953e+07 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 141748 members 
Entering Unmasked Estep 
Score: -19950158.000000 Penalty: 5958.849609
	Iteration 66Q: 3 clusters Score -1.995016e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 143527 members 
Entering Unmasked Estep 
Score: -19950634.000000 Penalty: 5958.849609
	Iteration 67Q: 3 clusters Score -1.995063e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 145219 members 
Entering Unmasked Estep 
Score: -19951240.000000 Penalty: 5958.849609
	Iteration 68Q: 3 clusters Score -1.995124e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 146796 members 
Entering Unmasked Estep 
Score: -19951772.000000 Penalty: 5958.849609
	Iteration 69Q: 3 clusters Score -1.995177e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 148260 members 
Entering Unmasked Estep 
Score: -19952094.000000 Penalty: 5958.849609
	Iteration 70Q: 3 clusters Score -1.995209e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 149612 members 
Entering Unmasked Estep 
Score: -19952426.000000 Penalty: 5958.849609
	Iteration 71Q: 3 clusters Score -1.995243e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 150930 members 
Entering Unmasked Estep 
Score: -19952768.000000 Penalty: 5958.849609
	Iteration 72Q: 3 clusters Score -1.995277e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 152163 members 
Entering Unmasked Estep 
Score: -19952868.000000 Penalty: 5958.849609
	Iteration 73Q: 3 clusters Score -1.995287e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 153265 members 
Entering Unmasked Estep 
Score: -19953004.000000 Penalty: 5958.849609
	Iteration 74Q: 3 clusters Score -1.9953e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 154231 members 
Entering Unmasked Estep 
Score: -19953156.000000 Penalty: 5958.849609
	Iteration 75Q: 3 clusters Score -1.995316e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 155088 members 
Entering Unmasked Estep 
Score: -19953332.000000 Penalty: 5958.849609
	Iteration 76Q: 3 clusters Score -1.995333e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 155829 members 
Entering Unmasked Estep 
Score: -19953444.000000 Penalty: 5958.849609
	Iteration 77Q: 3 clusters Score -1.995344e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 156521 members 
Entering Unmasked Estep 
Score: -19953502.000000 Penalty: 5958.849609
	Iteration 78Q: 3 clusters Score -1.99535e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 157131 members 
Entering Unmasked Estep 
Score: -19953630.000000 Penalty: 5958.849609
	Iteration 79Q: 3 clusters Score -1.995363e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 157709 members 
Entering Unmasked Estep 
Score: -19953682.000000 Penalty: 5958.849609
	Iteration 80F: 3 clusters Score -1.995368e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 158200 members 
Entering Unmasked Estep 
Score: -19953714.000000 Penalty: 5958.849609
	Iteration 81Q: 3 clusters Score -1.995371e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 158653 members 
Entering Unmasked Estep 
Score: -19953746.000000 Penalty: 5958.849609
	Iteration 82Q: 3 clusters Score -1.995375e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 159047 members 
Entering Unmasked Estep 
Score: -19953828.000000 Penalty: 5958.849609
	Iteration 83Q: 3 clusters Score -1.995383e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -19953814.000000 Penalty: 5958.849609
	Iteration 84Q: 3 clusters Score -1.995381e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 159741 members 
Entering Unmasked Estep 
Score: -19953766.000000 Penalty: 5958.849609
	Iteration 85Q: 3 clusters Score -1.995377e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 160003 members 
Entering Unmasked Estep 
Score: -19953714.000000 Penalty: 5958.849609
	Iteration 86Q: 3 clusters Score -1.995371e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 160221 members 
Entering Unmasked Estep 
Score: -19953740.000000 Penalty: 5958.849609
	Iteration 87Q: 3 clusters Score -1.995374e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 160386 members 
Entering Unmasked Estep 
Score: -19953734.000000 Penalty: 5958.849609
	Iteration 88Q: 3 clusters Score -1.995373e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 160542 members 
Entering Unmasked Estep 
Score: -19953732.000000 Penalty: 5958.849609
	Iteration 89Q: 3 clusters Score -1.995373e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 160672 members 
Entering Unmasked Estep 
Score: -19953704.000000 Penalty: 5958.849609
	Iteration 90Q: 3 clusters Score -1.99537e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 160777 members 
Entering Unmasked Estep 
Score: -19953680.000000 Penalty: 5958.849609
	Iteration 91Q: 3 clusters Score -1.995368e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 160875 members 
Entering Unmasked Estep 
Score: -19953682.000000 Penalty: 5958.849609
	Iteration 92Q: 3 clusters Score -1.995368e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 160965 members 
Entering Unmasked Estep 
Score: -19953662.000000 Penalty: 5958.849609
	Iteration 93Q: 3 clusters Score -1.995366e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 161030 members 
Entering Unmasked Estep 
Score: -19953622.000000 Penalty: 5958.849609
	Iteration 94Q: 3 clusters Score -1.995362e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 161101 members 
Entering Unmasked Estep 
Score: -19953646.000000 Penalty: 5958.849609
	Iteration 95Q: 3 clusters Score -1.995365e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 161164 members 
Entering Unmasked Estep 
Score: -19953630.000000 Penalty: 5958.849609
	Iteration 96Q: 3 clusters Score -1.995363e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 161223 members 
Entering Unmasked Estep 
Score: -19953640.000000 Penalty: 5958.849609
	Iteration 97Q: 3 clusters Score -1.995364e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 161289 members 
Entering Unmasked Estep 
Score: -19953630.000000 Penalty: 5958.849609
	Iteration 98Q: 3 clusters Score -1.995363e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 161351 members 
Entering Unmasked Estep 
Score: -19953638.000000 Penalty: 5958.849609
	Iteration 99Q: 3 clusters Score -1.995364e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 161398 members 
Entering Unmasked Estep 
Score: -19953644.000000 Penalty: 5958.849609
	Iteration 100F: 3 clusters Score -1.995364e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 161439 members 
Entering Unmasked Estep 
Score: -19953610.000000 Penalty: 5958.849609
	Iteration 101Q: 3 clusters Score -1.995361e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 161477 members 
Entering Unmasked Estep 
Score: -19953626.000000 Penalty: 5958.849609
	Iteration 102Q: 3 clusters Score -1.995363e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 161521 members 
Entering Unmasked Estep 
Score: -19953624.000000 Penalty: 5958.849609
	Iteration 103Q: 3 clusters Score -1.995362e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 161559 members 
Entering Unmasked Estep 
Score: -19953612.000000 Penalty: 5958.849609
	Iteration 104Q: 3 clusters Score -1.995361e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 161591 members 
Entering Unmasked Estep 
Score: -19953618.000000 Penalty: 5958.849609
	Iteration 105Q: 3 clusters Score -1.995362e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 161608 members 
Entering Unmasked Estep 
Score: -19953606.000000 Penalty: 5958.849609
	Iteration 106Q: 3 clusters Score -1.995361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 161621 members 
Entering Unmasked Estep 
Score: -19953606.000000 Penalty: 5958.849609
	Iteration 107Q: 3 clusters Score -1.995361e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 161634 members 
Entering Unmasked Estep 
Score: -19953616.000000 Penalty: 5958.849609
	Iteration 108Q: 3 clusters Score -1.995362e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 161645 members 
Entering Unmasked Estep 
Score: -19953604.000000 Penalty: 5958.849609
	Iteration 109Q: 3 clusters Score -1.99536e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 161654 members 
Entering Unmasked Estep 
Score: -19953600.000000 Penalty: 5958.849609
	Iteration 110Q: 3 clusters Score -1.99536e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 161662 members 
Entering Unmasked Estep 
Score: -19953586.000000 Penalty: 5958.849609
	Iteration 111Q: 3 clusters Score -1.995359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 161671 members 
Entering Unmasked Estep 
Score: -19953594.000000 Penalty: 5958.849609
	Iteration 112Q: 3 clusters Score -1.995359e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 161683 members 
Entering Unmasked Estep 
Score: -19953604.000000 Penalty: 5958.849609
	Iteration 113Q: 3 clusters Score -1.99536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 161696 members 
Entering Unmasked Estep 
Score: -19953586.000000 Penalty: 5958.849609
	Iteration 114Q: 3 clusters Score -1.995359e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 161705 members 
Entering Unmasked Estep 
Score: -19953574.000000 Penalty: 5958.849609
	Iteration 115Q: 3 clusters Score -1.995357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 161717 members 
Entering Unmasked Estep 
Score: -19953596.000000 Penalty: 5958.849609
	Iteration 116Q: 3 clusters Score -1.99536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 161730 members 
Entering Unmasked Estep 
Score: -19953590.000000 Penalty: 5958.849609
	Iteration 117Q: 3 clusters Score -1.995359e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 161751 members 
Entering Unmasked Estep 
Score: -19953592.000000 Penalty: 5958.849609
	Iteration 118Q: 3 clusters Score -1.995359e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 161773 members 
Entering Unmasked Estep 
Score: -19953592.000000 Penalty: 5958.849609
	Iteration 119Q: 3 clusters Score -1.995359e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 161797 members 
Entering Unmasked Estep 
Score: -19953596.000000 Penalty: 5958.849609
	Iteration 120F: 3 clusters Score -1.99536e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 161812 members 
Entering Unmasked Estep 
Score: -19953608.000000 Penalty: 5958.849609
	Iteration 121Q: 3 clusters Score -1.995361e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 161826 members 
Entering Unmasked Estep 
Score: -19953594.000000 Penalty: 5958.849609
	Iteration 122Q: 3 clusters Score -1.995359e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 161844 members 
Entering Unmasked Estep 
Score: -19953576.000000 Penalty: 5958.849609
	Iteration 123Q: 3 clusters Score -1.995358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 161859 members 
Entering Unmasked Estep 
Score: -19953588.000000 Penalty: 5958.849609
	Iteration 124Q: 3 clusters Score -1.995359e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 161875 members 
Entering Unmasked Estep 
Score: -19953576.000000 Penalty: 5958.849609
	Iteration 125Q: 3 clusters Score -1.995358e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 161890 members 
Entering Unmasked Estep 
Score: -19953564.000000 Penalty: 5958.849609
	Iteration 126Q: 3 clusters Score -1.995356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 161902 members 
Entering Unmasked Estep 
Score: -19953576.000000 Penalty: 5958.849609
	Iteration 127Q: 3 clusters Score -1.995358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 161915 members 
Entering Unmasked Estep 
Score: -19953578.000000 Penalty: 5958.849609
	Iteration 128Q: 3 clusters Score -1.995358e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 161927 members 
Entering Unmasked Estep 
Score: -19953572.000000 Penalty: 5958.849609
	Iteration 129Q: 3 clusters Score -1.995357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 161941 members 
Entering Unmasked Estep 
Score: -19953574.000000 Penalty: 5958.849609
	Iteration 130Q: 3 clusters Score -1.995357e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 161952 members 
Entering Unmasked Estep 
Score: -19953574.000000 Penalty: 5958.849609
	Iteration 131Q: 3 clusters Score -1.995357e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 161963 members 
Entering Unmasked Estep 
Score: -19953568.000000 Penalty: 5958.849609
	Iteration 132Q: 3 clusters Score -1.995357e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 161972 members 
Entering Unmasked Estep 
Score: -19953546.000000 Penalty: 5958.849609
	Iteration 133Q: 3 clusters Score -1.995355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 161981 members 
Entering Unmasked Estep 
Score: -19953538.000000 Penalty: 5958.849609
	Iteration 134Q: 3 clusters Score -1.995354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 161995 members 
Entering Unmasked Estep 
Score: -19953546.000000 Penalty: 5958.849609
	Iteration 135Q: 3 clusters Score -1.995355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 162009 members 
Entering Unmasked Estep 
Score: -19953550.000000 Penalty: 5958.849609
	Iteration 136Q: 3 clusters Score -1.995355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 162019 members 
Entering Unmasked Estep 
Score: -19953542.000000 Penalty: 5958.849609
	Iteration 137Q: 3 clusters Score -1.995354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 162026 members 
Entering Unmasked Estep 
Score: -19953550.000000 Penalty: 5958.849609
	Iteration 138Q: 3 clusters Score -1.995355e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 162030 members 
Entering Unmasked Estep 
Score: -19953548.000000 Penalty: 5958.849609
	Iteration 139Q: 3 clusters Score -1.995355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 162033 members 
Entering Unmasked Estep 
Score: -19953542.000000 Penalty: 5958.849609
	Iteration 140F: 3 clusters Score -1.995354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 162037 members 
Entering Unmasked Estep 
Score: -19953544.000000 Penalty: 5958.849609
	Iteration 141Q: 3 clusters Score -1.995354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -19953544.000000 Penalty: 5958.849609
	Iteration 142Q: 3 clusters Score -1.995354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 162039 members 
Entering Unmasked Estep 
Score: -19953544.000000 Penalty: 5958.849609
	Iteration 143F: 3 clusters Score -1.995354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49428 members 
Mstep: Class 5 contains 277310 members 
Mstep: Class 10 contains 3381 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 166754 members 
Mstep: Class 17 contains 19794 members 
Mstep: Class 19 contains 165018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105512.000000 Penalty: 23325.412109
Iteration 79Q: 8 clusters Score -8.110551e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49402 members 
Mstep: Class 5 contains 276704 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 167261 members 
Mstep: Class 17 contains 19794 members 
Mstep: Class 19 contains 165147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105336.000000 Penalty: 23325.412109
Iteration 80F: 8 clusters Score -8.110534e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49361 members 
Mstep: Class 5 contains 275978 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 167877 members 
Mstep: Class 17 contains 19795 members 
Mstep: Class 19 contains 165297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105256.000000 Penalty: 23325.412109
Iteration 81Q: 8 clusters Score -8.110526e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49327 members 
Mstep: Class 5 contains 275178 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 168534 members 
Mstep: Class 17 contains 19790 members 
Mstep: Class 19 contains 165480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105016.000000 Penalty: 23325.412109
Iteration 82Q: 8 clusters Score -8.110502e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49287 members 
Mstep: Class 5 contains 274321 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 169251 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 19 contains 165663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105320.000000 Penalty: 23325.412109
Iteration 83Q: 8 clusters Score -8.110532e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49250 members 
Mstep: Class 5 contains 273367 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 170064 members 
Mstep: Class 17 contains 19785 members 
Mstep: Class 19 contains 165840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105328.000000 Penalty: 23325.412109
Iteration 84Q: 8 clusters Score -8.110533e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49219 members 
Mstep: Class 5 contains 272379 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 170914 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166011 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105352.000000 Penalty: 23325.412109
Iteration 85Q: 8 clusters Score -8.110535e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49199 members 
Mstep: Class 5 contains 271316 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 171790 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166219 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 86Q: 8 clusters Score -8.110513e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49168 members 
Mstep: Class 5 contains 270282 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 172669 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166408 members 
Entering Unmasked Estep 
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Iteration 87Q: 8 clusters Score -8.110522e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49132 members 
Mstep: Class 5 contains 269201 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 173603 members 
Mstep: Class 17 contains 19785 members 
Mstep: Class 19 contains 166587 members 
Entering Unmasked Estep 
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Iteration 88Q: 8 clusters Score -8.110516e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49097 members 
Mstep: Class 5 contains 268149 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 174532 members 
Mstep: Class 17 contains 19791 members 
Mstep: Class 19 contains 166738 members 
Entering Unmasked Estep 
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Iteration 89Q: 8 clusters Score -8.110522e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49064 members 
Mstep: Class 5 contains 267164 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 175399 members 
Mstep: Class 17 contains 19795 members 
Mstep: Class 19 contains 166885 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 90Q: 8 clusters Score -8.110505e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49034 members 
Mstep: Class 5 contains 266246 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 176196 members 
Mstep: Class 17 contains 19795 members 
Mstep: Class 19 contains 167037 members 
Entering Unmasked Estep 
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Iteration 91Q: 8 clusters Score -8.110506e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 49008 members 
Mstep: Class 5 contains 265410 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 176897 members 
Mstep: Class 17 contains 19793 members 
Mstep: Class 19 contains 167199 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 92Q: 8 clusters Score -8.110489e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48988 members 
Mstep: Class 5 contains 264665 members 
Mstep: Class 10 contains 3380 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 177502 members 
Mstep: Class 17 contains 19791 members 
Mstep: Class 19 contains 167360 members 
Entering Unmasked Estep 
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Iteration 93Q: 8 clusters Score -8.110491e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48970 members 
Mstep: Class 5 contains 264045 members 
Mstep: Class 10 contains 3379 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 177990 members 
Mstep: Class 17 contains 19790 members 
Mstep: Class 19 contains 167512 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 94Q: 8 clusters Score -8.110515e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48952 members 
Mstep: Class 5 contains 263527 members 
Mstep: Class 10 contains 3378 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 178391 members 
Mstep: Class 17 contains 19792 members 
Mstep: Class 19 contains 167645 members 
Entering Unmasked Estep 
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Iteration 95Q: 8 clusters Score -8.110503e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48941 members 
Mstep: Class 5 contains 263097 members 
Mstep: Class 10 contains 3376 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 178755 members 
Mstep: Class 17 contains 19790 members 
Mstep: Class 19 contains 167724 members 
Entering Unmasked Estep 
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Iteration 96Q: 8 clusters Score -8.110505e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48931 members 
Mstep: Class 5 contains 262766 members 
Mstep: Class 10 contains 3375 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 179019 members 
Mstep: Class 17 contains 19790 members 
Mstep: Class 19 contains 167802 members 
Entering Unmasked Estep 
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Iteration 97Q: 8 clusters Score -8.11051e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48924 members 
Mstep: Class 5 contains 262556 members 
Mstep: Class 10 contains 3374 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 179179 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 167861 members 
Entering Unmasked Estep 
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Iteration 98Q: 8 clusters Score -8.110493e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48915 members 
Mstep: Class 5 contains 262418 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 179295 members 
Mstep: Class 17 contains 19791 members 
Mstep: Class 19 contains 167890 members 
Entering Unmasked Estep 
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Iteration 99Q: 8 clusters Score -8.11049e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48917 members 
Mstep: Class 5 contains 262332 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 179335 members 
Mstep: Class 17 contains 19793 members 
Mstep: Class 19 contains 167932 members 
Entering Unmasked Estep 
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Iteration 100F: 8 clusters Score -8.110494e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48917 members 
Mstep: Class 5 contains 262312 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2706 members 
Mstep: Class 14 contains 179329 members 
Mstep: Class 17 contains 19790 members 
Mstep: Class 19 contains 167961 members 
Entering Unmasked Estep 
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Iteration 101Q: 8 clusters Score -8.110498e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48918 members 
Mstep: Class 5 contains 262318 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2705 members 
Mstep: Class 14 contains 179292 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 19 contains 167996 members 
Entering Unmasked Estep 
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Iteration 102Q: 8 clusters Score -8.110501e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 5 contains 262396 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2703 members 
Mstep: Class 14 contains 179232 members 
Mstep: Class 17 contains 19785 members 
Mstep: Class 19 contains 167992 members 
Entering Unmasked Estep 
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Iteration 103Q: 8 clusters Score -8.110501e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48899 members 
Mstep: Class 5 contains 262487 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 179152 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 167991 members 
Entering Unmasked Estep 
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Iteration 104Q: 8 clusters Score -8.110511e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48895 members 
Mstep: Class 5 contains 262603 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2702 members 
Mstep: Class 14 contains 179058 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167974 members 
Entering Unmasked Estep 
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Iteration 105Q: 8 clusters Score -8.110525e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48880 members 
Mstep: Class 5 contains 262784 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 178905 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 167965 members 
Entering Unmasked Estep 
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Iteration 106Q: 8 clusters Score -8.110513e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48868 members 
Mstep: Class 5 contains 263000 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 178726 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 167941 members 
Entering Unmasked Estep 
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Iteration 107Q: 8 clusters Score -8.11052e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48860 members 
Mstep: Class 5 contains 263242 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2701 members 
Mstep: Class 14 contains 178532 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 167900 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 8 clusters Score -8.11052e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48857 members 
Mstep: Class 5 contains 263503 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 178303 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 167871 members 
Entering Unmasked Estep 
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Iteration 109Q: 8 clusters Score -8.110526e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48856 members 
Mstep: Class 5 contains 263780 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 178062 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167834 members 
Entering Unmasked Estep 
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Iteration 110Q: 8 clusters Score -8.110514e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48848 members 
Mstep: Class 5 contains 264066 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 177816 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 19 contains 167799 members 
Entering Unmasked Estep 
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Iteration 111Q: 8 clusters Score -8.110517e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48853 members 
Mstep: Class 5 contains 264357 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 177563 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 167755 members 
Entering Unmasked Estep 
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Iteration 112Q: 8 clusters Score -8.110523e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48856 members 
Mstep: Class 5 contains 264636 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 177315 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 167721 members 
Entering Unmasked Estep 
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Iteration 113Q: 8 clusters Score -8.110533e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48862 members 
Mstep: Class 5 contains 264909 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 177067 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 167689 members 
Entering Unmasked Estep 
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Iteration 114Q: 8 clusters Score -8.110521e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48871 members 
Mstep: Class 5 contains 265193 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 176803 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 167660 members 
Entering Unmasked Estep 
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Iteration 115Q: 8 clusters Score -8.11053e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48879 members 
Mstep: Class 5 contains 265457 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 176560 members 
Mstep: Class 17 contains 19790 members 
Mstep: Class 19 contains 167630 members 
Entering Unmasked Estep 
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Iteration 116Q: 8 clusters Score -8.110534e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48880 members 
Mstep: Class 5 contains 265712 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 176325 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 167610 members 
Entering Unmasked Estep 
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Iteration 117Q: 8 clusters Score -8.110519e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48883 members 
Mstep: Class 5 contains 265938 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 176112 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 167595 members 
Entering Unmasked Estep 
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Iteration 118Q: 8 clusters Score -8.11051e+07 nChanged 255
Entering ConstructFrom: 
Score: -81105096.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 2 (48881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48881 members 
Entering Unmasked Estep 
Score: -5722736.500000 Penalty: 2677.691650
	Iteration 0F: 2 clusters Score -5722736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5689661.000000 Penalty: 5355.383301
	Iteration 0F: 3 clusters Score -5689661 nChanged 22526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -5702231.500000 Penalty: 5355.383301
	Iteration 1F: 3 clusters Score -5702232 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -5702814.000000 Penalty: 5355.383301
	Iteration 2Q: 3 clusters Score -5702814 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 22369 members 
Entering Unmasked Estep 
Score: -5703440.000000 Penalty: 5355.383301
	Iteration 3Q: 3 clusters Score -5703440 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -5704209.000000 Penalty: 5355.383301
	Iteration 4Q: 3 clusters Score -5704209 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28867 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -5705160.500000 Penalty: 5355.383301
	Iteration 5Q: 3 clusters Score -5705160 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -5706461.000000 Penalty: 5355.383301
	Iteration 6Q: 3 clusters Score -5706461 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -5708215.000000 Penalty: 5355.383301
	Iteration 7F: 3 clusters Score -5708215 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35454 members 
Mstep: Class 2 contains 13427 members 
Entering Unmasked Estep 
Score: -5710414.500000 Penalty: 5355.383301
	Iteration 8F: 3 clusters Score -5710414 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38118 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -5712743.500000 Penalty: 5355.383301
	Iteration 9F: 3 clusters Score -5712744 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -5714924.500000 Penalty: 5355.383301
	Iteration 10F: 3 clusters Score -5714924 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42832 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -5716764.500000 Penalty: 5355.383301
	Iteration 11Q: 3 clusters Score -5716764 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -5718134.500000 Penalty: 5355.383301
	Iteration 12Q: 3 clusters Score -5718134 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45697 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -5718964.000000 Penalty: 5355.383301
	Iteration 13Q: 3 clusters Score -5718964 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46461 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -5719463.500000 Penalty: 5355.383301
	Iteration 14Q: 3 clusters Score -5719464 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -5719814.500000 Penalty: 5355.383301
	Iteration 15Q: 3 clusters Score -5719814 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47313 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5720020.500000 Penalty: 5355.383301
	Iteration 16Q: 3 clusters Score -5720020 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -5720151.500000 Penalty: 5355.383301
	Iteration 17Q: 3 clusters Score -5720152 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47693 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5720241.000000 Penalty: 5355.383301
	Iteration 18Q: 3 clusters Score -5720241 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5720322.000000 Penalty: 5355.383301
	Iteration 19Q: 3 clusters Score -5720322 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47876 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -5720371.500000 Penalty: 5355.383301
	Iteration 20F: 3 clusters Score -5720372 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47917 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -5720395.000000 Penalty: 5355.383301
	Iteration 21Q: 3 clusters Score -5720395 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -5720416.500000 Penalty: 5355.383301
	Iteration 22Q: 3 clusters Score -5720416 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48006 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -5720421.500000 Penalty: 5355.383301
	Iteration 23Q: 3 clusters Score -5720422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -5720447.500000 Penalty: 5355.383301
	Iteration 24Q: 3 clusters Score -5720448 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48064 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -5720469.000000 Penalty: 5355.383301
	Iteration 25Q: 3 clusters Score -5720469 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48079 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5720484.000000 Penalty: 5355.383301
	Iteration 26Q: 3 clusters Score -5720484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5720493.000000 Penalty: 5355.383301
	Iteration 27Q: 3 clusters Score -5720493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48105 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5720495.500000 Penalty: 5355.383301
	Iteration 28Q: 3 clusters Score -5720496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48113 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5720500.500000 Penalty: 5355.383301
	Iteration 29Q: 3 clusters Score -5720500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48122 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -5720503.000000 Penalty: 5355.383301
	Iteration 30Q: 3 clusters Score -5720503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48124 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -5720507.500000 Penalty: 5355.383301
	Iteration 31Q: 3 clusters Score -5720508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5720504.000000 Penalty: 5355.383301
	Iteration 32Q: 3 clusters Score -5720504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5720505.500000 Penalty: 5355.383301
	Iteration 33Q: 3 clusters Score -5720506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5720505.500000 Penalty: 5355.383301
	Iteration 34F: 3 clusters Score -5720506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (266138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266138 members 
Entering Unmasked Estep 
Score: -31875994.000000 Penalty: 3097.958984
	Iteration 0F: 2 clusters Score -3.187599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133107 members 
Mstep: Class 2 contains 133031 members 
Entering Unmasked Estep 
Score: -31704688.000000 Penalty: 6195.917969
	Iteration 0F: 3 clusters Score -3.170469e+07 nChanged 128722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135529 members 
Mstep: Class 2 contains 130609 members 
Entering Unmasked Estep 
Score: -31781738.000000 Penalty: 6195.917969
	Iteration 1F: 3 clusters Score -3.178174e+07 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136910 members 
Mstep: Class 2 contains 129228 members 
Entering Unmasked Estep 
Score: -31783682.000000 Penalty: 6195.917969
	Iteration 2Q: 3 clusters Score -3.178368e+07 nChanged 8945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 127169 members 
Entering Unmasked Estep 
Score: -31786166.000000 Penalty: 6195.917969
	Iteration 3Q: 3 clusters Score -3.178617e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142013 members 
Mstep: Class 2 contains 124125 members 
Entering Unmasked Estep 
Score: -31789964.000000 Penalty: 6195.917969
	Iteration 4Q: 3 clusters Score -3.178996e+07 nChanged 12654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146437 members 
Mstep: Class 2 contains 119701 members 
Entering Unmasked Estep 
Score: -31795702.000000 Penalty: 6195.917969
	Iteration 5Q: 3 clusters Score -3.17957e+07 nChanged 15443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152628 members 
Mstep: Class 2 contains 113510 members 
Entering Unmasked Estep 
Score: -31805408.000000 Penalty: 6195.917969
	Iteration 6F: 3 clusters Score -3.180541e+07 nChanged 17855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160009 members 
Mstep: Class 2 contains 106129 members 
Entering Unmasked Estep 
Score: -31819358.000000 Penalty: 6195.917969
	Iteration 7F: 3 clusters Score -3.181936e+07 nChanged 18288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167125 members 
Mstep: Class 2 contains 99013 members 
Entering Unmasked Estep 
Score: -31834424.000000 Penalty: 6195.917969
	Iteration 8F: 3 clusters Score -3.183442e+07 nChanged 15372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172223 members 
Mstep: Class 2 contains 93915 members 
Entering Unmasked Estep 
Score: -31844256.000000 Penalty: 6195.917969
	Iteration 9F: 3 clusters Score -3.184426e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176102 members 
Mstep: Class 2 contains 90036 members 
Entering Unmasked Estep 
Score: -31848318.000000 Penalty: 6195.917969
	Iteration 10Q: 3 clusters Score -3.184832e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179658 members 
Mstep: Class 2 contains 86480 members 
Entering Unmasked Estep 
Score: -31850206.000000 Penalty: 6195.917969
	Iteration 11Q: 3 clusters Score -3.185021e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183170 members 
Mstep: Class 2 contains 82968 members 
Entering Unmasked Estep 
Score: -31851470.000000 Penalty: 6195.917969
	Iteration 12Q: 3 clusters Score -3.185147e+07 nChanged 4481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186719 members 
Mstep: Class 2 contains 79419 members 
Entering Unmasked Estep 
Score: -31852968.000000 Penalty: 6195.917969
	Iteration 13Q: 3 clusters Score -3.185297e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190228 members 
Mstep: Class 2 contains 75910 members 
Entering Unmasked Estep 
Score: -31854564.000000 Penalty: 6195.917969
	Iteration 14Q: 3 clusters Score -3.185456e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193678 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -31856086.000000 Penalty: 6195.917969
	Iteration 15Q: 3 clusters Score -3.185609e+07 nChanged 4103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196909 members 
Mstep: Class 2 contains 69229 members 
Entering Unmasked Estep 
Score: -31857484.000000 Penalty: 6195.917969
	Iteration 16Q: 3 clusters Score -3.185748e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199963 members 
Mstep: Class 2 contains 66175 members 
Entering Unmasked Estep 
Score: -31858750.000000 Penalty: 6195.917969
	Iteration 17Q: 3 clusters Score -3.185875e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202928 members 
Mstep: Class 2 contains 63210 members 
Entering Unmasked Estep 
Score: -31860012.000000 Penalty: 6195.917969
	Iteration 18Q: 3 clusters Score -3.186001e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205768 members 
Mstep: Class 2 contains 60370 members 
Entering Unmasked Estep 
Score: -31861516.000000 Penalty: 6195.917969
	Iteration 19Q: 3 clusters Score -3.186152e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208366 members 
Mstep: Class 2 contains 57772 members 
Entering Unmasked Estep 
Score: -31862570.000000 Penalty: 6195.917969
	Iteration 20F: 3 clusters Score -3.186257e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210845 members 
Mstep: Class 2 contains 55293 members 
Entering Unmasked Estep 
Score: -31863566.000000 Penalty: 6195.917969
	Iteration 21Q: 3 clusters Score -3.186357e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213119 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -31864526.000000 Penalty: 6195.917969
	Iteration 22Q: 3 clusters Score -3.186453e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215253 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -31865180.000000 Penalty: 6195.917969
	Iteration 23Q: 3 clusters Score -3.186518e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217259 members 
Mstep: Class 2 contains 48879 members 
Entering Unmasked Estep 
Score: -31865790.000000 Penalty: 6195.917969
	Iteration 24Q: 3 clusters Score -3.186579e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219114 members 
Mstep: Class 2 contains 47024 members 
Entering Unmasked Estep 
Score: -31866074.000000 Penalty: 6195.917969
	Iteration 25Q: 3 clusters Score -3.186607e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220863 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -31866412.000000 Penalty: 6195.917969
	Iteration 26Q: 3 clusters Score -3.186641e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222571 members 
Mstep: Class 2 contains 43567 members 
Entering Unmasked Estep 
Score: -31866680.000000 Penalty: 6195.917969
	Iteration 27Q: 3 clusters Score -3.186668e+07 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224275 members 
Mstep: Class 2 contains 41863 members 
Entering Unmasked Estep 
Score: -31867032.000000 Penalty: 6195.917969
	Iteration 28Q: 3 clusters Score -3.186703e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225938 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -31867398.000000 Penalty: 6195.917969
	Iteration 29Q: 3 clusters Score -3.18674e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227572 members 
Mstep: Class 2 contains 38566 members 
Entering Unmasked Estep 
Score: -31867832.000000 Penalty: 6195.917969
	Iteration 30Q: 3 clusters Score -3.186783e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229201 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -31868208.000000 Penalty: 6195.917969
	Iteration 31Q: 3 clusters Score -3.186821e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230751 members 
Mstep: Class 2 contains 35387 members 
Entering Unmasked Estep 
Score: -31868544.000000 Penalty: 6195.917969
	Iteration 32Q: 3 clusters Score -3.186854e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232211 members 
Mstep: Class 2 contains 33927 members 
Entering Unmasked Estep 
Score: -31868812.000000 Penalty: 6195.917969
	Iteration 33Q: 3 clusters Score -3.186881e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233616 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -31869080.000000 Penalty: 6195.917969
	Iteration 34Q: 3 clusters Score -3.186908e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235001 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -31869234.000000 Penalty: 6195.917969
	Iteration 35Q: 3 clusters Score -3.186923e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236350 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -31869484.000000 Penalty: 6195.917969
	Iteration 36Q: 3 clusters Score -3.186948e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237631 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -31869516.000000 Penalty: 6195.917969
	Iteration 37Q: 3 clusters Score -3.186952e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238865 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -31869728.000000 Penalty: 6195.917969
	Iteration 38Q: 3 clusters Score -3.186973e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240075 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -31869928.000000 Penalty: 6195.917969
	Iteration 39Q: 3 clusters Score -3.186993e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241253 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -31870220.000000 Penalty: 6195.917969
	Iteration 40F: 3 clusters Score -3.187022e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242426 members 
Mstep: Class 2 contains 23712 members 
Entering Unmasked Estep 
Score: -31870350.000000 Penalty: 6195.917969
	Iteration 41Q: 3 clusters Score -3.187035e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243550 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -31870526.000000 Penalty: 6195.917969
	Iteration 42Q: 3 clusters Score -3.187053e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244580 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -31870750.000000 Penalty: 6195.917969
	Iteration 43Q: 3 clusters Score -3.187075e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245509 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -31870970.000000 Penalty: 6195.917969
	Iteration 44Q: 3 clusters Score -3.187097e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246436 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -31871250.000000 Penalty: 6195.917969
	Iteration 45Q: 3 clusters Score -3.187125e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247272 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -31871374.000000 Penalty: 6195.917969
	Iteration 46Q: 3 clusters Score -3.187137e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248046 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -31871440.000000 Penalty: 6195.917969
	Iteration 47Q: 3 clusters Score -3.187144e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248775 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -31871558.000000 Penalty: 6195.917969
	Iteration 48Q: 3 clusters Score -3.187156e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249466 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -31871682.000000 Penalty: 6195.917969
	Iteration 49Q: 3 clusters Score -3.187168e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250095 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -31871644.000000 Penalty: 6195.917969
	Iteration 50Q: 3 clusters Score -3.187164e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250678 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -31871598.000000 Penalty: 6195.917969
	Iteration 51Q: 3 clusters Score -3.18716e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251231 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -31871750.000000 Penalty: 6195.917969
	Iteration 52Q: 3 clusters Score -3.187175e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251777 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -31871906.000000 Penalty: 6195.917969
	Iteration 53Q: 3 clusters Score -3.187191e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252312 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -31872034.000000 Penalty: 6195.917969
	Iteration 54Q: 3 clusters Score -3.187203e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252837 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -31872160.000000 Penalty: 6195.917969
	Iteration 55Q: 3 clusters Score -3.187216e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253313 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -31872306.000000 Penalty: 6195.917969
	Iteration 56Q: 3 clusters Score -3.187231e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253789 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -31872388.000000 Penalty: 6195.917969
	Iteration 57Q: 3 clusters Score -3.187239e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254275 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -31872396.000000 Penalty: 6195.917969
	Iteration 58Q: 3 clusters Score -3.18724e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254743 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -31872436.000000 Penalty: 6195.917969
	Iteration 59Q: 3 clusters Score -3.187244e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255174 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -31872458.000000 Penalty: 6195.917969
	Iteration 60F: 3 clusters Score -3.187246e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255609 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -31872562.000000 Penalty: 6195.917969
	Iteration 61Q: 3 clusters Score -3.187256e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256037 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -31872536.000000 Penalty: 6195.917969
	Iteration 62Q: 3 clusters Score -3.187254e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256439 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -31872652.000000 Penalty: 6195.917969
	Iteration 63Q: 3 clusters Score -3.187265e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256815 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -31872628.000000 Penalty: 6195.917969
	Iteration 64Q: 3 clusters Score -3.187263e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257168 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -31872690.000000 Penalty: 6195.917969
	Iteration 65Q: 3 clusters Score -3.187269e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257471 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -31872724.000000 Penalty: 6195.917969
	Iteration 66Q: 3 clusters Score -3.187272e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257724 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -31872842.000000 Penalty: 6195.917969
	Iteration 67Q: 3 clusters Score -3.187284e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257997 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -31872808.000000 Penalty: 6195.917969
	Iteration 68Q: 3 clusters Score -3.187281e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258232 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -31872910.000000 Penalty: 6195.917969
	Iteration 69Q: 3 clusters Score -3.187291e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258466 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -31872918.000000 Penalty: 6195.917969
	Iteration 70Q: 3 clusters Score -3.187292e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258684 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -31872880.000000 Penalty: 6195.917969
	Iteration 71Q: 3 clusters Score -3.187288e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258897 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -31872974.000000 Penalty: 6195.917969
	Iteration 72Q: 3 clusters Score -3.187297e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259097 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -31873020.000000 Penalty: 6195.917969
	Iteration 73Q: 3 clusters Score -3.187302e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259284 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -31873038.000000 Penalty: 6195.917969
	Iteration 74Q: 3 clusters Score -3.187304e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259466 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -31873068.000000 Penalty: 6195.917969
	Iteration 75Q: 3 clusters Score -3.187307e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259631 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -31873146.000000 Penalty: 6195.917969
	Iteration 76Q: 3 clusters Score -3.187315e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259803 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -31873158.000000 Penalty: 6195.917969
	Iteration 77Q: 3 clusters Score -3.187316e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259972 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -31873156.000000 Penalty: 6195.917969
	Iteration 78Q: 3 clusters Score -3.187316e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260141 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -31873254.000000 Penalty: 6195.917969
	Iteration 79Q: 3 clusters Score -3.187325e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260285 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -31873264.000000 Penalty: 6195.917969
	Iteration 80F: 3 clusters Score -3.187326e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260421 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -31873252.000000 Penalty: 6195.917969
	Iteration 81Q: 3 clusters Score -3.187325e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260553 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -31873226.000000 Penalty: 6195.917969
	Iteration 82Q: 3 clusters Score -3.187323e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260672 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -31873204.000000 Penalty: 6195.917969
	Iteration 83Q: 3 clusters Score -3.18732e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260784 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -31873278.000000 Penalty: 6195.917969
	Iteration 84Q: 3 clusters Score -3.187328e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260881 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -31873264.000000 Penalty: 6195.917969
	Iteration 85Q: 3 clusters Score -3.187326e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260979 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -31873216.000000 Penalty: 6195.917969
	Iteration 86Q: 3 clusters Score -3.187322e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261086 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -31873198.000000 Penalty: 6195.917969
	Iteration 87Q: 3 clusters Score -3.18732e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261192 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -31873162.000000 Penalty: 6195.917969
	Iteration 88Q: 3 clusters Score -3.187316e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261284 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -31873180.000000 Penalty: 6195.917969
	Iteration 89Q: 3 clusters Score -3.187318e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261376 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -31873184.000000 Penalty: 6195.917969
	Iteration 90Q: 3 clusters Score -3.187318e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261471 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -31873184.000000 Penalty: 6195.917969
	Iteration 91Q: 3 clusters Score -3.187318e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261570 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -31873156.000000 Penalty: 6195.917969
	Iteration 92Q: 3 clusters Score -3.187316e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261652 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -31873162.000000 Penalty: 6195.917969
	Iteration 93Q: 3 clusters Score -3.187316e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261737 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -31873204.000000 Penalty: 6195.917969
	Iteration 94Q: 3 clusters Score -3.18732e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261809 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -31873186.000000 Penalty: 6195.917969
	Iteration 95Q: 3 clusters Score -3.187319e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261868 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -31873184.000000 Penalty: 6195.917969
	Iteration 96Q: 3 clusters Score -3.187318e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261926 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -31873180.000000 Penalty: 6195.917969
	Iteration 97Q: 3 clusters Score -3.187318e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261988 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -31873224.000000 Penalty: 6195.917969
	Iteration 98Q: 3 clusters Score -3.187322e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262043 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -31873268.000000 Penalty: 6195.917969
	Iteration 99Q: 3 clusters Score -3.187327e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262107 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -31873246.000000 Penalty: 6195.917969
	Iteration 100F: 3 clusters Score -3.187325e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262178 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -31873276.000000 Penalty: 6195.917969
	Iteration 101Q: 3 clusters Score -3.187328e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262249 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -31873286.000000 Penalty: 6195.917969
	Iteration 102Q: 3 clusters Score -3.187329e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262315 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -31873286.000000 Penalty: 6195.917969
	Iteration 103Q: 3 clusters Score -3.187329e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262374 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -31873296.000000 Penalty: 6195.917969
	Iteration 104Q: 3 clusters Score -3.18733e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262439 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -31873324.000000 Penalty: 6195.917969
	Iteration 105Q: 3 clusters Score -3.187332e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262495 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -31873378.000000 Penalty: 6195.917969
	Iteration 106Q: 3 clusters Score -3.187338e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262558 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -31873384.000000 Penalty: 6195.917969
	Iteration 107Q: 3 clusters Score -3.187338e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262604 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -31873396.000000 Penalty: 6195.917969
	Iteration 108Q: 3 clusters Score -3.18734e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262657 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -31873430.000000 Penalty: 6195.917969
	Iteration 109Q: 3 clusters Score -3.187343e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262705 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -31873404.000000 Penalty: 6195.917969
	Iteration 110Q: 3 clusters Score -3.18734e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262748 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -31873418.000000 Penalty: 6195.917969
	Iteration 111Q: 3 clusters Score -3.187342e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262786 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -31873454.000000 Penalty: 6195.917969
	Iteration 112Q: 3 clusters Score -3.187345e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262834 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -31873452.000000 Penalty: 6195.917969
	Iteration 113Q: 3 clusters Score -3.187345e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262875 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -31873452.000000 Penalty: 6195.917969
	Iteration 114Q: 3 clusters Score -3.187345e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262913 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -31873430.000000 Penalty: 6195.917969
	Iteration 115Q: 3 clusters Score -3.187343e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262949 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -31873470.000000 Penalty: 6195.917969
	Iteration 116Q: 3 clusters Score -3.187347e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262989 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -31873460.000000 Penalty: 6195.917969
	Iteration 117Q: 3 clusters Score -3.187346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263023 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -31873458.000000 Penalty: 6195.917969
	Iteration 118Q: 3 clusters Score -3.187346e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263059 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -31873444.000000 Penalty: 6195.917969
	Iteration 119Q: 3 clusters Score -3.187344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263106 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -31873480.000000 Penalty: 6195.917969
	Iteration 120F: 3 clusters Score -3.187348e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263155 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -31873444.000000 Penalty: 6195.917969
	Iteration 121Q: 3 clusters Score -3.187344e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263194 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -31873446.000000 Penalty: 6195.917969
	Iteration 122Q: 3 clusters Score -3.187345e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263233 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -31873448.000000 Penalty: 6195.917969
	Iteration 123Q: 3 clusters Score -3.187345e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263258 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -31873456.000000 Penalty: 6195.917969
	Iteration 124Q: 3 clusters Score -3.187346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263274 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -31873490.000000 Penalty: 6195.917969
	Iteration 125Q: 3 clusters Score -3.187349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263289 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -31873500.000000 Penalty: 6195.917969
	Iteration 126Q: 3 clusters Score -3.18735e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263304 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -31873512.000000 Penalty: 6195.917969
	Iteration 127Q: 3 clusters Score -3.187351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263317 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -31873524.000000 Penalty: 6195.917969
	Iteration 128Q: 3 clusters Score -3.187352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263336 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -31873506.000000 Penalty: 6195.917969
	Iteration 129Q: 3 clusters Score -3.187351e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263359 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -31873512.000000 Penalty: 6195.917969
	Iteration 130Q: 3 clusters Score -3.187351e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263386 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -31873520.000000 Penalty: 6195.917969
	Iteration 131Q: 3 clusters Score -3.187352e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263403 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -31873514.000000 Penalty: 6195.917969
	Iteration 132Q: 3 clusters Score -3.187351e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263417 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -31873542.000000 Penalty: 6195.917969
	Iteration 133Q: 3 clusters Score -3.187354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263435 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -31873502.000000 Penalty: 6195.917969
	Iteration 134Q: 3 clusters Score -3.18735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263446 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -31873514.000000 Penalty: 6195.917969
	Iteration 135Q: 3 clusters Score -3.187351e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263455 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -31873504.000000 Penalty: 6195.917969
	Iteration 136Q: 3 clusters Score -3.18735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263464 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -31873500.000000 Penalty: 6195.917969
	Iteration 137Q: 3 clusters Score -3.18735e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263473 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -31873508.000000 Penalty: 6195.917969
	Iteration 138Q: 3 clusters Score -3.187351e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263485 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -31873522.000000 Penalty: 6195.917969
	Iteration 139Q: 3 clusters Score -3.187352e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263493 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -31873524.000000 Penalty: 6195.917969
	Iteration 140F: 3 clusters Score -3.187352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263499 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -31873536.000000 Penalty: 6195.917969
	Iteration 141Q: 3 clusters Score -3.187354e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263501 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -31873520.000000 Penalty: 6195.917969
	Iteration 142Q: 3 clusters Score -3.187352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263502 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -31873516.000000 Penalty: 6195.917969
	Iteration 143Q: 3 clusters Score -3.187352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263505 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -31873530.000000 Penalty: 6195.917969
	Iteration 144Q: 3 clusters Score -3.187353e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263507 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -31873536.000000 Penalty: 6195.917969
	Iteration 145Q: 3 clusters Score -3.187354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263508 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -31873532.000000 Penalty: 6195.917969
	Iteration 146Q: 3 clusters Score -3.187353e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263508 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -31873532.000000 Penalty: 6195.917969
	Iteration 147F: 3 clusters Score -3.187353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Entering Unmasked Estep 
Score: -387410.406250 Penalty: 2014.568848
	Iteration 0F: 2 clusters Score -387410.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -383885.781250 Penalty: 4029.137695
	Iteration 0F: 3 clusters Score -383885.8 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -384735.500000 Penalty: 4029.137695
	Iteration 1F: 3 clusters Score -384735.5 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -385019.187500 Penalty: 4029.137695
	Iteration 2F: 3 clusters Score -385019.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -385205.375000 Penalty: 4029.137695
	Iteration 3F: 3 clusters Score -385205.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -385351.593750 Penalty: 4029.137695
	Iteration 4F: 3 clusters Score -385351.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -385498.000000 Penalty: 4029.137695
	Iteration 5F: 3 clusters Score -385498 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -385596.187500 Penalty: 4029.137695
	Iteration 6Q: 3 clusters Score -385596.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -385662.812500 Penalty: 4029.137695
	Iteration 7Q: 3 clusters Score -385662.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -385709.781250 Penalty: 4029.137695
	Iteration 8Q: 3 clusters Score -385709.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -385754.687500 Penalty: 4029.137695
	Iteration 9Q: 3 clusters Score -385754.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -385798.218750 Penalty: 4029.137695
	Iteration 10Q: 3 clusters Score -385798.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -385826.812500 Penalty: 4029.137695
	Iteration 11Q: 3 clusters Score -385826.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -385851.062500 Penalty: 4029.137695
	Iteration 12Q: 3 clusters Score -385851.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -385871.093750 Penalty: 4029.137695
	Iteration 13Q: 3 clusters Score -385871.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -385887.500000 Penalty: 4029.137695
	Iteration 14Q: 3 clusters Score -385887.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -385902.500000 Penalty: 4029.137695
	Iteration 15Q: 3 clusters Score -385902.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -385918.500000 Penalty: 4029.137695
	Iteration 16Q: 3 clusters Score -385918.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -385934.906250 Penalty: 4029.137695
	Iteration 17Q: 3 clusters Score -385934.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -385945.406250 Penalty: 4029.137695
	Iteration 18Q: 3 clusters Score -385945.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -385952.531250 Penalty: 4029.137695
	Iteration 19Q: 3 clusters Score -385952.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -385959.312500 Penalty: 4029.137695
	Iteration 20F: 3 clusters Score -385959.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -385967.875000 Penalty: 4029.137695
	Iteration 21Q: 3 clusters Score -385967.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -385971.062500 Penalty: 4029.137695
	Iteration 22Q: 3 clusters Score -385971.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -385974.687500 Penalty: 4029.137695
	Iteration 23Q: 3 clusters Score -385974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -385978.250000 Penalty: 4029.137695
	Iteration 24Q: 3 clusters Score -385978.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -385983.500000 Penalty: 4029.137695
	Iteration 25Q: 3 clusters Score -385983.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -385987.125000 Penalty: 4029.137695
	Iteration 26Q: 3 clusters Score -385987.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -385987.218750 Penalty: 4029.137695
	Iteration 27Q: 3 clusters Score -385987.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -385987.406250 Penalty: 4029.137695
	Iteration 28Q: 3 clusters Score -385987.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -385988.156250 Penalty: 4029.137695
	Iteration 29Q: 3 clusters Score -385988.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -385988.156250 Penalty: 4029.137695
	Iteration 30F: 3 clusters Score -385988.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2700 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Entering Unmasked Estep 
Score: -295031.968750 Penalty: 1959.449829
	Iteration 0F: 2 clusters Score -295032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -292037.375000 Penalty: 3918.899658
	Iteration 0F: 3 clusters Score -292037.4 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -292935.656250 Penalty: 3918.899658
	Iteration 1F: 3 clusters Score -292935.7 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -293421.937500 Penalty: 3918.899658
	Iteration 2F: 3 clusters Score -293421.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -294001.562500 Penalty: 3918.899658
	Iteration 3F: 3 clusters Score -294001.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -294509.125000 Penalty: 3918.899658
	Iteration 4F: 3 clusters Score -294509.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -294946.781250 Penalty: 3918.899658
	Iteration 5F: 3 clusters Score -294946.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -295594.906250 Penalty: 3918.899658
	Iteration 6F: 3 clusters Score -295594.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -295870.468750 Penalty: 3918.899658
	Iteration 7Q: 3 clusters Score -295870.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -295979.156250 Penalty: 3918.899658
	Iteration 8Q: 3 clusters Score -295979.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -296024.687500 Penalty: 3918.899658
	Iteration 9Q: 3 clusters Score -296024.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -296040.281250 Penalty: 3918.899658
	Iteration 10Q: 3 clusters Score -296040.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -296047.125000 Penalty: 3918.899658
	Iteration 11Q: 3 clusters Score -296047.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -296050.406250 Penalty: 3918.899658
	Iteration 12Q: 3 clusters Score -296050.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -296050.875000 Penalty: 3918.899658
	Iteration 13Q: 3 clusters Score -296050.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -296052.218750 Penalty: 3918.899658
	Iteration 14Q: 3 clusters Score -296052.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -296053.562500 Penalty: 3918.899658
	Iteration 15Q: 3 clusters Score -296053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -296053.562500 Penalty: 3918.899658
	Iteration 16F: 3 clusters Score -296053.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 48881 members 
Mstep: Class 5 contains 266138 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2227 members 
Mstep: Class 14 contains 175930 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 167579 members 
Entering Unmasked Estep 
Score: -81104888.000000 Penalty: 26657.613281
Splitting cluster 13 changes total score from -81105096.000000 to -81104888.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (175930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175930 members 
Entering Unmasked Estep 
Score: -21155612.000000 Penalty: 2995.304688
	Iteration 0F: 2 clusters Score -2.115561e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87826 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -21041046.000000 Penalty: 5990.609375
	Iteration 0F: 3 clusters Score -2.104105e+07 nChanged 84749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 90567 members 
Entering Unmasked Estep 
Score: -21090600.000000 Penalty: 5990.609375
	Iteration 1F: 3 clusters Score -2.10906e+07 nChanged 5157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83866 members 
Mstep: Class 2 contains 92064 members 
Entering Unmasked Estep 
Score: -21091748.000000 Penalty: 5990.609375
	Iteration 2Q: 3 clusters Score -2.109175e+07 nChanged 5724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81604 members 
Mstep: Class 2 contains 94326 members 
Entering Unmasked Estep 
Score: -21093532.000000 Penalty: 5990.609375
	Iteration 3Q: 3 clusters Score -2.109353e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78194 members 
Mstep: Class 2 contains 97736 members 
Entering Unmasked Estep 
Score: -21096360.000000 Penalty: 5990.609375
	Iteration 4Q: 3 clusters Score -2.109636e+07 nChanged 8221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73305 members 
Mstep: Class 2 contains 102625 members 
Entering Unmasked Estep 
Score: -21100546.000000 Penalty: 5990.609375
	Iteration 5Q: 3 clusters Score -2.110055e+07 nChanged 9704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66935 members 
Mstep: Class 2 contains 108995 members 
Entering Unmasked Estep 
Score: -21106838.000000 Penalty: 5990.609375
	Iteration 6F: 3 clusters Score -2.110684e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59387 members 
Mstep: Class 2 contains 116543 members 
Entering Unmasked Estep 
Score: -21115028.000000 Penalty: 5990.609375
	Iteration 7F: 3 clusters Score -2.111503e+07 nChanged 11371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51882 members 
Mstep: Class 2 contains 124048 members 
Entering Unmasked Estep 
Score: -21124244.000000 Penalty: 5990.609375
	Iteration 8F: 3 clusters Score -2.112424e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 130397 members 
Entering Unmasked Estep 
Score: -21132422.000000 Penalty: 5990.609375
	Iteration 9F: 3 clusters Score -2.113242e+07 nChanged 8119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 135098 members 
Entering Unmasked Estep 
Score: -21137840.000000 Penalty: 5990.609375
	Iteration 10Q: 3 clusters Score -2.113784e+07 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37157 members 
Mstep: Class 2 contains 138773 members 
Entering Unmasked Estep 
Score: -21140870.000000 Penalty: 5990.609375
	Iteration 11Q: 3 clusters Score -2.114087e+07 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 142061 members 
Entering Unmasked Estep 
Score: -21142578.000000 Penalty: 5990.609375
	Iteration 12Q: 3 clusters Score -2.114258e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 145191 members 
Entering Unmasked Estep 
Score: -21143810.000000 Penalty: 5990.609375
	Iteration 13Q: 3 clusters Score -2.114381e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27782 members 
Mstep: Class 2 contains 148148 members 
Entering Unmasked Estep 
Score: -21145092.000000 Penalty: 5990.609375
	Iteration 14Q: 3 clusters Score -2.114509e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 150946 members 
Entering Unmasked Estep 
Score: -21145934.000000 Penalty: 5990.609375
	Iteration 15Q: 3 clusters Score -2.114593e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 153553 members 
Entering Unmasked Estep 
Score: -21146842.000000 Penalty: 5990.609375
	Iteration 16Q: 3 clusters Score -2.114684e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 156093 members 
Entering Unmasked Estep 
Score: -21147586.000000 Penalty: 5990.609375
	Iteration 17Q: 3 clusters Score -2.114759e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 158344 members 
Entering Unmasked Estep 
Score: -21148092.000000 Penalty: 5990.609375
	Iteration 18Q: 3 clusters Score -2.114809e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 160485 members 
Entering Unmasked Estep 
Score: -21148680.000000 Penalty: 5990.609375
	Iteration 19Q: 3 clusters Score -2.114868e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 162388 members 
Entering Unmasked Estep 
Score: -21149378.000000 Penalty: 5990.609375
	Iteration 20F: 3 clusters Score -2.114938e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 164093 members 
Entering Unmasked Estep 
Score: -21149888.000000 Penalty: 5990.609375
	Iteration 21Q: 3 clusters Score -2.114989e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 165643 members 
Entering Unmasked Estep 
Score: -21150394.000000 Penalty: 5990.609375
	Iteration 22Q: 3 clusters Score -2.115039e+07 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 166995 members 
Entering Unmasked Estep 
Score: -21150864.000000 Penalty: 5990.609375
	Iteration 23Q: 3 clusters Score -2.115086e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 168154 members 
Entering Unmasked Estep 
Score: -21151238.000000 Penalty: 5990.609375
	Iteration 24Q: 3 clusters Score -2.115124e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 169157 members 
Entering Unmasked Estep 
Score: -21151534.000000 Penalty: 5990.609375
	Iteration 25Q: 3 clusters Score -2.115153e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 170008 members 
Entering Unmasked Estep 
Score: -21151816.000000 Penalty: 5990.609375
	Iteration 26Q: 3 clusters Score -2.115182e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 170746 members 
Entering Unmasked Estep 
Score: -21152054.000000 Penalty: 5990.609375
	Iteration 27Q: 3 clusters Score -2.115205e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 171371 members 
Entering Unmasked Estep 
Score: -21152246.000000 Penalty: 5990.609375
	Iteration 28Q: 3 clusters Score -2.115225e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 171894 members 
Entering Unmasked Estep 
Score: -21152488.000000 Penalty: 5990.609375
	Iteration 29Q: 3 clusters Score -2.115249e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 172327 members 
Entering Unmasked Estep 
Score: -21152606.000000 Penalty: 5990.609375
	Iteration 30Q: 3 clusters Score -2.115261e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 172683 members 
Entering Unmasked Estep 
Score: -21152718.000000 Penalty: 5990.609375
	Iteration 31Q: 3 clusters Score -2.115272e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 172994 members 
Entering Unmasked Estep 
Score: -21152822.000000 Penalty: 5990.609375
	Iteration 32Q: 3 clusters Score -2.115282e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 173220 members 
Entering Unmasked Estep 
Score: -21152876.000000 Penalty: 5990.609375
	Iteration 33Q: 3 clusters Score -2.115288e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 173405 members 
Entering Unmasked Estep 
Score: -21152946.000000 Penalty: 5990.609375
	Iteration 34Q: 3 clusters Score -2.115295e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 173539 members 
Entering Unmasked Estep 
Score: -21153032.000000 Penalty: 5990.609375
	Iteration 35Q: 3 clusters Score -2.115303e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 173656 members 
Entering Unmasked Estep 
Score: -21153092.000000 Penalty: 5990.609375
	Iteration 36Q: 3 clusters Score -2.115309e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 173760 members 
Entering Unmasked Estep 
Score: -21153094.000000 Penalty: 5990.609375
	Iteration 37Q: 3 clusters Score -2.115309e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 173836 members 
Entering Unmasked Estep 
Score: -21153146.000000 Penalty: 5990.609375
	Iteration 38Q: 3 clusters Score -2.115315e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 173900 members 
Entering Unmasked Estep 
Score: -21153142.000000 Penalty: 5990.609375
	Iteration 39Q: 3 clusters Score -2.115314e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 173972 members 
Entering Unmasked Estep 
Score: -21153162.000000 Penalty: 5990.609375
	Iteration 40F: 3 clusters Score -2.115316e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 174038 members 
Entering Unmasked Estep 
Score: -21153178.000000 Penalty: 5990.609375
	Iteration 41Q: 3 clusters Score -2.115318e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 174080 members 
Entering Unmasked Estep 
Score: -21153212.000000 Penalty: 5990.609375
	Iteration 42Q: 3 clusters Score -2.115321e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 174118 members 
Entering Unmasked Estep 
Score: -21153238.000000 Penalty: 5990.609375
	Iteration 43Q: 3 clusters Score -2.115324e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 174151 members 
Entering Unmasked Estep 
Score: -21153258.000000 Penalty: 5990.609375
	Iteration 44Q: 3 clusters Score -2.115326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 174172 members 
Entering Unmasked Estep 
Score: -21153268.000000 Penalty: 5990.609375
	Iteration 45Q: 3 clusters Score -2.115327e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 174189 members 
Entering Unmasked Estep 
Score: -21153280.000000 Penalty: 5990.609375
	Iteration 46Q: 3 clusters Score -2.115328e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 174204 members 
Entering Unmasked Estep 
Score: -21153288.000000 Penalty: 5990.609375
	Iteration 47Q: 3 clusters Score -2.115329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 174225 members 
Entering Unmasked Estep 
Score: -21153288.000000 Penalty: 5990.609375
	Iteration 48Q: 3 clusters Score -2.115329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 174246 members 
Entering Unmasked Estep 
Score: -21153286.000000 Penalty: 5990.609375
	Iteration 49Q: 3 clusters Score -2.115329e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 174262 members 
Entering Unmasked Estep 
Score: -21153314.000000 Penalty: 5990.609375
	Iteration 50Q: 3 clusters Score -2.115331e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 174282 members 
Entering Unmasked Estep 
Score: -21153310.000000 Penalty: 5990.609375
	Iteration 51Q: 3 clusters Score -2.115331e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 174303 members 
Entering Unmasked Estep 
Score: -21153324.000000 Penalty: 5990.609375
	Iteration 52Q: 3 clusters Score -2.115332e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 174327 members 
Entering Unmasked Estep 
Score: -21153296.000000 Penalty: 5990.609375
	Iteration 53Q: 3 clusters Score -2.11533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 174350 members 
Entering Unmasked Estep 
Score: -21153316.000000 Penalty: 5990.609375
	Iteration 54Q: 3 clusters Score -2.115332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 174354 members 
Entering Unmasked Estep 
Score: -21153312.000000 Penalty: 5990.609375
	Iteration 55Q: 3 clusters Score -2.115331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 174364 members 
Entering Unmasked Estep 
Score: -21153314.000000 Penalty: 5990.609375
	Iteration 56Q: 3 clusters Score -2.115331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 174376 members 
Entering Unmasked Estep 
Score: -21153298.000000 Penalty: 5990.609375
	Iteration 57Q: 3 clusters Score -2.11533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 174389 members 
Entering Unmasked Estep 
Score: -21153312.000000 Penalty: 5990.609375
	Iteration 58Q: 3 clusters Score -2.115331e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 174403 members 
Entering Unmasked Estep 
Score: -21153308.000000 Penalty: 5990.609375
	Iteration 59Q: 3 clusters Score -2.115331e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 174417 members 
Entering Unmasked Estep 
Score: -21153346.000000 Penalty: 5990.609375
	Iteration 60F: 3 clusters Score -2.115335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 174431 members 
Entering Unmasked Estep 
Score: -21153330.000000 Penalty: 5990.609375
	Iteration 61Q: 3 clusters Score -2.115333e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 174442 members 
Entering Unmasked Estep 
Score: -21153342.000000 Penalty: 5990.609375
	Iteration 62Q: 3 clusters Score -2.115334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 174452 members 
Entering Unmasked Estep 
Score: -21153348.000000 Penalty: 5990.609375
	Iteration 63Q: 3 clusters Score -2.115335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 174461 members 
Entering Unmasked Estep 
Score: -21153346.000000 Penalty: 5990.609375
	Iteration 64Q: 3 clusters Score -2.115335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 174465 members 
Entering Unmasked Estep 
Score: -21153350.000000 Penalty: 5990.609375
	Iteration 65Q: 3 clusters Score -2.115335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 174469 members 
Entering Unmasked Estep 
Score: -21153350.000000 Penalty: 5990.609375
	Iteration 66Q: 3 clusters Score -2.115335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 174474 members 
Entering Unmasked Estep 
Score: -21153350.000000 Penalty: 5990.609375
	Iteration 67Q: 3 clusters Score -2.115335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 174483 members 
Entering Unmasked Estep 
Score: -21153362.000000 Penalty: 5990.609375
	Iteration 68Q: 3 clusters Score -2.115336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 174490 members 
Entering Unmasked Estep 
Score: -21153368.000000 Penalty: 5990.609375
	Iteration 69Q: 3 clusters Score -2.115337e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 174496 members 
Entering Unmasked Estep 
Score: -21153372.000000 Penalty: 5990.609375
	Iteration 70Q: 3 clusters Score -2.115337e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -21153392.000000 Penalty: 5990.609375
	Iteration 71Q: 3 clusters Score -2.115339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 174503 members 
Entering Unmasked Estep 
Score: -21153378.000000 Penalty: 5990.609375
	Iteration 72Q: 3 clusters Score -2.115338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 174510 members 
Entering Unmasked Estep 
Score: -21153374.000000 Penalty: 5990.609375
	Iteration 73Q: 3 clusters Score -2.115337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 174521 members 
Entering Unmasked Estep 
Score: -21153376.000000 Penalty: 5990.609375
	Iteration 74Q: 3 clusters Score -2.115338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 174529 members 
Entering Unmasked Estep 
Score: -21153386.000000 Penalty: 5990.609375
	Iteration 75Q: 3 clusters Score -2.115339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 174534 members 
Entering Unmasked Estep 
Score: -21153422.000000 Penalty: 5990.609375
	Iteration 76Q: 3 clusters Score -2.115342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 174542 members 
Entering Unmasked Estep 
Score: -21153426.000000 Penalty: 5990.609375
	Iteration 77Q: 3 clusters Score -2.115343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 174554 members 
Entering Unmasked Estep 
Score: -21153420.000000 Penalty: 5990.609375
	Iteration 78Q: 3 clusters Score -2.115342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 174563 members 
Entering Unmasked Estep 
Score: -21153432.000000 Penalty: 5990.609375
	Iteration 79Q: 3 clusters Score -2.115343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 174572 members 
Entering Unmasked Estep 
Score: -21153410.000000 Penalty: 5990.609375
	Iteration 80F: 3 clusters Score -2.115341e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 174582 members 
Entering Unmasked Estep 
Score: -21153428.000000 Penalty: 5990.609375
	Iteration 81Q: 3 clusters Score -2.115343e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 174585 members 
Entering Unmasked Estep 
Score: -21153432.000000 Penalty: 5990.609375
	Iteration 82Q: 3 clusters Score -2.115343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -21153454.000000 Penalty: 5990.609375
	Iteration 83Q: 3 clusters Score -2.115345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 174602 members 
Entering Unmasked Estep 
Score: -21153460.000000 Penalty: 5990.609375
	Iteration 84Q: 3 clusters Score -2.115346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 174605 members 
Entering Unmasked Estep 
Score: -21153458.000000 Penalty: 5990.609375
	Iteration 85Q: 3 clusters Score -2.115346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 174608 members 
Entering Unmasked Estep 
Score: -21153444.000000 Penalty: 5990.609375
	Iteration 86Q: 3 clusters Score -2.115344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 174608 members 
Entering Unmasked Estep 
Score: -21153444.000000 Penalty: 5990.609375
	Iteration 87F: 3 clusters Score -2.115344e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Entering Unmasked Estep 
Score: -2380522.000000 Penalty: 2453.422119
	Iteration 0F: 2 clusters Score -2380522 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -2366802.250000 Penalty: 4906.844238
	Iteration 0F: 3 clusters Score -2366802 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -2371501.000000 Penalty: 4906.844238
	Iteration 1F: 3 clusters Score -2371501 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -2372564.250000 Penalty: 4906.844238
	Iteration 2F: 3 clusters Score -2372564 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2373718.000000 Penalty: 4906.844238
	Iteration 3F: 3 clusters Score -2373718 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -2374996.500000 Penalty: 4906.844238
	Iteration 4F: 3 clusters Score -2374996 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13970 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2376407.750000 Penalty: 4906.844238
	Iteration 5F: 3 clusters Score -2376408 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2377668.000000 Penalty: 4906.844238
	Iteration 6F: 3 clusters Score -2377668 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15902 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2378527.750000 Penalty: 4906.844238
	Iteration 7F: 3 clusters Score -2378528 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -2379049.250000 Penalty: 4906.844238
	Iteration 8Q: 3 clusters Score -2379049 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2379363.500000 Penalty: 4906.844238
	Iteration 9Q: 3 clusters Score -2379364 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2379573.750000 Penalty: 4906.844238
	Iteration 10Q: 3 clusters Score -2379574 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2379712.250000 Penalty: 4906.844238
	Iteration 11Q: 3 clusters Score -2379712 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2379800.500000 Penalty: 4906.844238
	Iteration 12Q: 3 clusters Score -2379800 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2379871.250000 Penalty: 4906.844238
	Iteration 13Q: 3 clusters Score -2379871 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2379897.000000 Penalty: 4906.844238
	Iteration 14Q: 3 clusters Score -2379897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2379919.500000 Penalty: 4906.844238
	Iteration 15Q: 3 clusters Score -2379920 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2379942.750000 Penalty: 4906.844238
	Iteration 16Q: 3 clusters Score -2379943 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2379949.000000 Penalty: 4906.844238
	Iteration 17Q: 3 clusters Score -2379949 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2379960.000000 Penalty: 4906.844238
	Iteration 18Q: 3 clusters Score -2379960 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2379966.000000 Penalty: 4906.844238
	Iteration 19Q: 3 clusters Score -2379966 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2379972.750000 Penalty: 4906.844238
	Iteration 20F: 3 clusters Score -2379973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2379981.500000 Penalty: 4906.844238
	Iteration 21Q: 3 clusters Score -2379982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -2379988.750000 Penalty: 4906.844238
	Iteration 22Q: 3 clusters Score -2379989 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2379994.750000 Penalty: 4906.844238
	Iteration 23Q: 3 clusters Score -2379995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2379994.250000 Penalty: 4906.844238
	Iteration 24Q: 3 clusters Score -2379994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2379993.500000 Penalty: 4906.844238
	Iteration 25Q: 3 clusters Score -2379994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2379993.750000 Penalty: 4906.844238
	Iteration 26Q: 3 clusters Score -2379994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2379994.250000 Penalty: 4906.844238
	Iteration 27Q: 3 clusters Score -2379994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2379991.500000 Penalty: 4906.844238
	Iteration 28Q: 3 clusters Score -2379992 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2379991.500000 Penalty: 4906.844238
	Iteration 29F: 3 clusters Score -2379992 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (167579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Entering Unmasked Estep 
Score: -20259464.000000 Penalty: 2983.244141
	Iteration 0F: 2 clusters Score -2.025946e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83456 members 
Mstep: Class 2 contains 84123 members 
Entering Unmasked Estep 
Score: -20151376.000000 Penalty: 5966.488281
	Iteration 0F: 3 clusters Score -2.015138e+07 nChanged 80122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77092 members 
Mstep: Class 2 contains 90487 members 
Entering Unmasked Estep 
Score: -20198846.000000 Penalty: 5966.488281
	Iteration 1F: 3 clusters Score -2.019885e+07 nChanged 6578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72588 members 
Mstep: Class 2 contains 94991 members 
Entering Unmasked Estep 
Score: -20200968.000000 Penalty: 5966.488281
	Iteration 2Q: 3 clusters Score -2.020097e+07 nChanged 8651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65627 members 
Mstep: Class 2 contains 101952 members 
Entering Unmasked Estep 
Score: -20205082.000000 Penalty: 5966.488281
	Iteration 3F: 3 clusters Score -2.020508e+07 nChanged 11666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 112082 members 
Entering Unmasked Estep 
Score: -20212520.000000 Penalty: 5966.488281
	Iteration 4F: 3 clusters Score -2.021252e+07 nChanged 14536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 125278 members 
Entering Unmasked Estep 
Score: -20224684.000000 Penalty: 5966.488281
	Iteration 5F: 3 clusters Score -2.022468e+07 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 139160 members 
Entering Unmasked Estep 
Score: -20239110.000000 Penalty: 5966.488281
	Iteration 6F: 3 clusters Score -2.023911e+07 nChanged 10919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 149429 members 
Entering Unmasked Estep 
Score: -20250208.000000 Penalty: 5966.488281
	Iteration 7F: 3 clusters Score -2.025021e+07 nChanged 5878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 154611 members 
Entering Unmasked Estep 
Score: -20255408.000000 Penalty: 5966.488281
	Iteration 8Q: 3 clusters Score -2.025541e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10748 members 
Mstep: Class 2 contains 156831 members 
Entering Unmasked Estep 
Score: -20257430.000000 Penalty: 5966.488281
	Iteration 9Q: 3 clusters Score -2.025743e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -20258058.000000 Penalty: 5966.488281
	Iteration 10Q: 3 clusters Score -2.025806e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 159001 members 
Entering Unmasked Estep 
Score: -20258308.000000 Penalty: 5966.488281
	Iteration 11Q: 3 clusters Score -2.025831e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 159784 members 
Entering Unmasked Estep 
Score: -20258472.000000 Penalty: 5966.488281
	Iteration 12Q: 3 clusters Score -2.025847e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 160409 members 
Entering Unmasked Estep 
Score: -20258664.000000 Penalty: 5966.488281
	Iteration 13Q: 3 clusters Score -2.025866e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -20258654.000000 Penalty: 5966.488281
	Iteration 14Q: 3 clusters Score -2.025865e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 161401 members 
Entering Unmasked Estep 
Score: -20258702.000000 Penalty: 5966.488281
	Iteration 15Q: 3 clusters Score -2.02587e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 161783 members 
Entering Unmasked Estep 
Score: -20258796.000000 Penalty: 5966.488281
	Iteration 16Q: 3 clusters Score -2.02588e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 162090 members 
Entering Unmasked Estep 
Score: -20258796.000000 Penalty: 5966.488281
	Iteration 17Q: 3 clusters Score -2.02588e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 162344 members 
Entering Unmasked Estep 
Score: -20258776.000000 Penalty: 5966.488281
	Iteration 18Q: 3 clusters Score -2.025878e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 162560 members 
Entering Unmasked Estep 
Score: -20258786.000000 Penalty: 5966.488281
	Iteration 19Q: 3 clusters Score -2.025879e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 162738 members 
Entering Unmasked Estep 
Score: -20258758.000000 Penalty: 5966.488281
	Iteration 20F: 3 clusters Score -2.025876e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 162901 members 
Entering Unmasked Estep 
Score: -20258764.000000 Penalty: 5966.488281
	Iteration 21Q: 3 clusters Score -2.025876e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 163047 members 
Entering Unmasked Estep 
Score: -20258724.000000 Penalty: 5966.488281
	Iteration 22Q: 3 clusters Score -2.025872e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -20258666.000000 Penalty: 5966.488281
	Iteration 23Q: 3 clusters Score -2.025867e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 163270 members 
Entering Unmasked Estep 
Score: -20258650.000000 Penalty: 5966.488281
	Iteration 24Q: 3 clusters Score -2.025865e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 163368 members 
Entering Unmasked Estep 
Score: -20258642.000000 Penalty: 5966.488281
	Iteration 25Q: 3 clusters Score -2.025864e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 163456 members 
Entering Unmasked Estep 
Score: -20258626.000000 Penalty: 5966.488281
	Iteration 26Q: 3 clusters Score -2.025863e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 163542 members 
Entering Unmasked Estep 
Score: -20258596.000000 Penalty: 5966.488281
	Iteration 27Q: 3 clusters Score -2.02586e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 163610 members 
Entering Unmasked Estep 
Score: -20258594.000000 Penalty: 5966.488281
	Iteration 28Q: 3 clusters Score -2.025859e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 163680 members 
Entering Unmasked Estep 
Score: -20258610.000000 Penalty: 5966.488281
	Iteration 29Q: 3 clusters Score -2.025861e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 163749 members 
Entering Unmasked Estep 
Score: -20258616.000000 Penalty: 5966.488281
	Iteration 30Q: 3 clusters Score -2.025862e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 163799 members 
Entering Unmasked Estep 
Score: -20258628.000000 Penalty: 5966.488281
	Iteration 31Q: 3 clusters Score -2.025863e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 163849 members 
Entering Unmasked Estep 
Score: -20258656.000000 Penalty: 5966.488281
	Iteration 32Q: 3 clusters Score -2.025866e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 163898 members 
Entering Unmasked Estep 
Score: -20258626.000000 Penalty: 5966.488281
	Iteration 33Q: 3 clusters Score -2.025863e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 163934 members 
Entering Unmasked Estep 
Score: -20258626.000000 Penalty: 5966.488281
	Iteration 34Q: 3 clusters Score -2.025863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 163970 members 
Entering Unmasked Estep 
Score: -20258634.000000 Penalty: 5966.488281
	Iteration 35Q: 3 clusters Score -2.025863e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 164006 members 
Entering Unmasked Estep 
Score: -20258642.000000 Penalty: 5966.488281
	Iteration 36Q: 3 clusters Score -2.025864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 164044 members 
Entering Unmasked Estep 
Score: -20258624.000000 Penalty: 5966.488281
	Iteration 37Q: 3 clusters Score -2.025862e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 164076 members 
Entering Unmasked Estep 
Score: -20258604.000000 Penalty: 5966.488281
	Iteration 38Q: 3 clusters Score -2.02586e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 164101 members 
Entering Unmasked Estep 
Score: -20258608.000000 Penalty: 5966.488281
	Iteration 39Q: 3 clusters Score -2.025861e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 164120 members 
Entering Unmasked Estep 
Score: -20258616.000000 Penalty: 5966.488281
	Iteration 40F: 3 clusters Score -2.025862e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 164141 members 
Entering Unmasked Estep 
Score: -20258618.000000 Penalty: 5966.488281
	Iteration 41Q: 3 clusters Score -2.025862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 164161 members 
Entering Unmasked Estep 
Score: -20258630.000000 Penalty: 5966.488281
	Iteration 42Q: 3 clusters Score -2.025863e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 164174 members 
Entering Unmasked Estep 
Score: -20258628.000000 Penalty: 5966.488281
	Iteration 43Q: 3 clusters Score -2.025863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 164180 members 
Entering Unmasked Estep 
Score: -20258640.000000 Penalty: 5966.488281
	Iteration 44Q: 3 clusters Score -2.025864e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -20258628.000000 Penalty: 5966.488281
	Iteration 45Q: 3 clusters Score -2.025863e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 164197 members 
Entering Unmasked Estep 
Score: -20258640.000000 Penalty: 5966.488281
	Iteration 46Q: 3 clusters Score -2.025864e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 164208 members 
Entering Unmasked Estep 
Score: -20258636.000000 Penalty: 5966.488281
	Iteration 47Q: 3 clusters Score -2.025864e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 164216 members 
Entering Unmasked Estep 
Score: -20258626.000000 Penalty: 5966.488281
	Iteration 48Q: 3 clusters Score -2.025863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -20258624.000000 Penalty: 5966.488281
	Iteration 49Q: 3 clusters Score -2.025862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 164229 members 
Entering Unmasked Estep 
Score: -20258626.000000 Penalty: 5966.488281
	Iteration 50Q: 3 clusters Score -2.025863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 164237 members 
Entering Unmasked Estep 
Score: -20258626.000000 Penalty: 5966.488281
	Iteration 51Q: 3 clusters Score -2.025863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 164244 members 
Entering Unmasked Estep 
Score: -20258620.000000 Penalty: 5966.488281
	Iteration 52Q: 3 clusters Score -2.025862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 164258 members 
Entering Unmasked Estep 
Score: -20258620.000000 Penalty: 5966.488281
	Iteration 53Q: 3 clusters Score -2.025862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 164279 members 
Entering Unmasked Estep 
Score: -20258628.000000 Penalty: 5966.488281
	Iteration 54Q: 3 clusters Score -2.025863e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 164295 members 
Entering Unmasked Estep 
Score: -20258624.000000 Penalty: 5966.488281
	Iteration 55Q: 3 clusters Score -2.025862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 164307 members 
Entering Unmasked Estep 
Score: -20258626.000000 Penalty: 5966.488281
	Iteration 56Q: 3 clusters Score -2.025863e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 164315 members 
Entering Unmasked Estep 
Score: -20258622.000000 Penalty: 5966.488281
	Iteration 57Q: 3 clusters Score -2.025862e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 164327 members 
Entering Unmasked Estep 
Score: -20258616.000000 Penalty: 5966.488281
	Iteration 58Q: 3 clusters Score -2.025862e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 164334 members 
Entering Unmasked Estep 
Score: -20258612.000000 Penalty: 5966.488281
	Iteration 59Q: 3 clusters Score -2.025861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 164342 members 
Entering Unmasked Estep 
Score: -20258618.000000 Penalty: 5966.488281
	Iteration 60F: 3 clusters Score -2.025862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 164348 members 
Entering Unmasked Estep 
Score: -20258626.000000 Penalty: 5966.488281
	Iteration 61Q: 3 clusters Score -2.025863e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -20258620.000000 Penalty: 5966.488281
	Iteration 62Q: 3 clusters Score -2.025862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 164358 members 
Entering Unmasked Estep 
Score: -20258620.000000 Penalty: 5966.488281
	Iteration 63Q: 3 clusters Score -2.025862e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 164364 members 
Entering Unmasked Estep 
Score: -20258612.000000 Penalty: 5966.488281
	Iteration 64Q: 3 clusters Score -2.025861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -20258614.000000 Penalty: 5966.488281
	Iteration 65Q: 3 clusters Score -2.025861e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 164373 members 
Entering Unmasked Estep 
Score: -20258604.000000 Penalty: 5966.488281
	Iteration 66Q: 3 clusters Score -2.02586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 164377 members 
Entering Unmasked Estep 
Score: -20258616.000000 Penalty: 5966.488281
	Iteration 67Q: 3 clusters Score -2.025862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -20258612.000000 Penalty: 5966.488281
	Iteration 68Q: 3 clusters Score -2.025861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 164387 members 
Entering Unmasked Estep 
Score: -20258614.000000 Penalty: 5966.488281
	Iteration 69Q: 3 clusters Score -2.025861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -20258606.000000 Penalty: 5966.488281
	Iteration 70Q: 3 clusters Score -2.025861e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 164393 members 
Entering Unmasked Estep 
Score: -20258606.000000 Penalty: 5966.488281
	Iteration 71Q: 3 clusters Score -2.025861e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 164399 members 
Entering Unmasked Estep 
Score: -20258622.000000 Penalty: 5966.488281
	Iteration 72Q: 3 clusters Score -2.025862e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 164404 members 
Entering Unmasked Estep 
Score: -20258604.000000 Penalty: 5966.488281
	Iteration 73Q: 3 clusters Score -2.02586e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 164409 members 
Entering Unmasked Estep 
Score: -20258594.000000 Penalty: 5966.488281
	Iteration 74Q: 3 clusters Score -2.025859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 164414 members 
Entering Unmasked Estep 
Score: -20258602.000000 Penalty: 5966.488281
	Iteration 75Q: 3 clusters Score -2.02586e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 164425 members 
Entering Unmasked Estep 
Score: -20258600.000000 Penalty: 5966.488281
	Iteration 76Q: 3 clusters Score -2.02586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 164433 members 
Entering Unmasked Estep 
Score: -20258568.000000 Penalty: 5966.488281
	Iteration 77Q: 3 clusters Score -2.025857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 164442 members 
Entering Unmasked Estep 
Score: -20258576.000000 Penalty: 5966.488281
	Iteration 78Q: 3 clusters Score -2.025858e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 164458 members 
Entering Unmasked Estep 
Score: -20258572.000000 Penalty: 5966.488281
	Iteration 79Q: 3 clusters Score -2.025857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 164470 members 
Entering Unmasked Estep 
Score: -20258566.000000 Penalty: 5966.488281
	Iteration 80F: 3 clusters Score -2.025857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 164481 members 
Entering Unmasked Estep 
Score: -20258582.000000 Penalty: 5966.488281
	Iteration 81Q: 3 clusters Score -2.025858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 164492 members 
Entering Unmasked Estep 
Score: -20258574.000000 Penalty: 5966.488281
	Iteration 82Q: 3 clusters Score -2.025857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 164504 members 
Entering Unmasked Estep 
Score: -20258578.000000 Penalty: 5966.488281
	Iteration 83Q: 3 clusters Score -2.025858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 164515 members 
Entering Unmasked Estep 
Score: -20258574.000000 Penalty: 5966.488281
	Iteration 84Q: 3 clusters Score -2.025857e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 164526 members 
Entering Unmasked Estep 
Score: -20258578.000000 Penalty: 5966.488281
	Iteration 85Q: 3 clusters Score -2.025858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 164537 members 
Entering Unmasked Estep 
Score: -20258574.000000 Penalty: 5966.488281
	Iteration 86Q: 3 clusters Score -2.025857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 164549 members 
Entering Unmasked Estep 
Score: -20258588.000000 Penalty: 5966.488281
	Iteration 87Q: 3 clusters Score -2.025859e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 164559 members 
Entering Unmasked Estep 
Score: -20258586.000000 Penalty: 5966.488281
	Iteration 88Q: 3 clusters Score -2.025859e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 164571 members 
Entering Unmasked Estep 
Score: -20258580.000000 Penalty: 5966.488281
	Iteration 89Q: 3 clusters Score -2.025858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 164577 members 
Entering Unmasked Estep 
Score: -20258580.000000 Penalty: 5966.488281
	Iteration 90Q: 3 clusters Score -2.025858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 164584 members 
Entering Unmasked Estep 
Score: -20258562.000000 Penalty: 5966.488281
	Iteration 91Q: 3 clusters Score -2.025856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 164586 members 
Entering Unmasked Estep 
Score: -20258566.000000 Penalty: 5966.488281
	Iteration 92Q: 3 clusters Score -2.025857e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 164589 members 
Entering Unmasked Estep 
Score: -20258568.000000 Penalty: 5966.488281
	Iteration 93Q: 3 clusters Score -2.025857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 164590 members 
Entering Unmasked Estep 
Score: -20258574.000000 Penalty: 5966.488281
	Iteration 94Q: 3 clusters Score -2.025857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 164591 members 
Entering Unmasked Estep 
Score: -20258564.000000 Penalty: 5966.488281
	Iteration 95Q: 3 clusters Score -2.025856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 164591 members 
Entering Unmasked Estep 
Score: -20258564.000000 Penalty: 5966.488281
	Iteration 96F: 3 clusters Score -2.025856e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48881 members 
Mstep: Class 5 contains 266138 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 175930 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 167579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105184.000000 Penalty: 23325.412109
Iteration 119Q: 8 clusters Score -8.110518e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48882 members 
Mstep: Class 5 contains 266347 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 175753 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 167546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105120.000000 Penalty: 23325.412109
Iteration 120F: 8 clusters Score -8.110512e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48884 members 
Mstep: Class 5 contains 266541 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 175585 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 167518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 121Q: 8 clusters Score -8.110515e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48880 members 
Mstep: Class 5 contains 266721 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 175436 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 167492 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105232.000000 Penalty: 23325.412109
Iteration 122Q: 8 clusters Score -8.110523e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48876 members 
Mstep: Class 5 contains 266906 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 175289 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 167457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105224.000000 Penalty: 23325.412109
Iteration 123Q: 8 clusters Score -8.110522e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48881 members 
Mstep: Class 5 contains 267071 members 
Mstep: Class 10 contains 3372 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 175133 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 167443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105224.000000 Penalty: 23325.412109
Iteration 124Q: 8 clusters Score -8.110522e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48885 members 
Mstep: Class 5 contains 267200 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 175006 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 167437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105168.000000 Penalty: 23325.412109
Iteration 125Q: 8 clusters Score -8.110517e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48893 members 
Mstep: Class 5 contains 267309 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 174909 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 167415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105160.000000 Penalty: 23325.412109
Iteration 126Q: 8 clusters Score -8.110516e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48896 members 
Mstep: Class 5 contains 267427 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 174823 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 167380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105104.000000 Penalty: 23325.412109
Iteration 127Q: 8 clusters Score -8.11051e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48897 members 
Mstep: Class 5 contains 267546 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 174725 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 167359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105144.000000 Penalty: 23325.412109
Iteration 128Q: 8 clusters Score -8.110514e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48902 members 
Mstep: Class 5 contains 267633 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 174646 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 19 contains 167348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 23325.412109
Iteration 129Q: 8 clusters Score -8.11052e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48906 members 
Mstep: Class 5 contains 267705 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2700 members 
Mstep: Class 14 contains 174591 members 
Mstep: Class 17 contains 19785 members 
Mstep: Class 19 contains 167328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105112.000000 Penalty: 23325.412109
Iteration 130Q: 8 clusters Score -8.110511e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48907 members 
Mstep: Class 5 contains 267769 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2699 members 
Mstep: Class 14 contains 174556 members 
Mstep: Class 17 contains 19785 members 
Mstep: Class 19 contains 167299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105144.000000 Penalty: 23325.412109
Iteration 131Q: 8 clusters Score -8.110514e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48911 members 
Mstep: Class 5 contains 267848 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174501 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 19 contains 167271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105136.000000 Penalty: 23325.412109
Iteration 132Q: 8 clusters Score -8.110514e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48911 members 
Mstep: Class 5 contains 267915 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174465 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 19 contains 167240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105120.000000 Penalty: 23325.412109
Iteration 133Q: 8 clusters Score -8.110512e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48911 members 
Mstep: Class 5 contains 267956 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174446 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 19 contains 167218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105160.000000 Penalty: 23325.412109
Iteration 134Q: 8 clusters Score -8.110516e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48911 members 
Mstep: Class 5 contains 267994 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174435 members 
Mstep: Class 17 contains 19786 members 
Mstep: Class 19 contains 167191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105104.000000 Penalty: 23325.412109
Iteration 135Q: 8 clusters Score -8.11051e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48908 members 
Mstep: Class 5 contains 268026 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174424 members 
Mstep: Class 17 contains 19785 members 
Mstep: Class 19 contains 167174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105216.000000 Penalty: 23325.412109
Iteration 136Q: 8 clusters Score -8.110522e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48906 members 
Mstep: Class 5 contains 268057 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174412 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105264.000000 Penalty: 23325.412109
Iteration 137Q: 8 clusters Score -8.110526e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48904 members 
Mstep: Class 5 contains 268091 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174393 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105264.000000 Penalty: 23325.412109
Iteration 138Q: 8 clusters Score -8.110526e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48904 members 
Mstep: Class 5 contains 268120 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174383 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105320.000000 Penalty: 23325.412109
Iteration 139Q: 8 clusters Score -8.110532e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48902 members 
Mstep: Class 5 contains 268140 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174380 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105288.000000 Penalty: 23325.412109
Iteration 140F: 8 clusters Score -8.110529e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48898 members 
Mstep: Class 5 contains 268154 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174378 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105280.000000 Penalty: 23325.412109
Iteration 141Q: 8 clusters Score -8.110528e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48899 members 
Mstep: Class 5 contains 268171 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174370 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105240.000000 Penalty: 23325.412109
Iteration 142Q: 8 clusters Score -8.110524e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48901 members 
Mstep: Class 5 contains 268184 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174361 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105296.000000 Penalty: 23325.412109
Iteration 143Q: 8 clusters Score -8.11053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48903 members 
Mstep: Class 5 contains 268196 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174352 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105288.000000 Penalty: 23325.412109
Iteration 144Q: 8 clusters Score -8.110529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48903 members 
Mstep: Class 5 contains 268208 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174342 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105304.000000 Penalty: 23325.412109
Iteration 145Q: 8 clusters Score -8.11053e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48901 members 
Mstep: Class 5 contains 268230 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174322 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 167081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105312.000000 Penalty: 23325.412109
Iteration 146Q: 8 clusters Score -8.110531e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48901 members 
Mstep: Class 5 contains 268254 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174306 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 167073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105336.000000 Penalty: 23325.412109
Iteration 147Q: 8 clusters Score -8.110534e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48900 members 
Mstep: Class 5 contains 268284 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174284 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 167066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105304.000000 Penalty: 23325.412109
Iteration 148Q: 8 clusters Score -8.11053e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48897 members 
Mstep: Class 5 contains 268301 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174270 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 167066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105304.000000 Penalty: 23325.412109
Iteration 149Q: 8 clusters Score -8.11053e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48896 members 
Mstep: Class 5 contains 268315 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174271 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105272.000000 Penalty: 23325.412109
Iteration 150Q: 8 clusters Score -8.110527e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48896 members 
Mstep: Class 5 contains 268349 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174260 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105296.000000 Penalty: 23325.412109
Iteration 151Q: 8 clusters Score -8.11053e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48895 members 
Mstep: Class 5 contains 268363 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174253 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105264.000000 Penalty: 23325.412109
Iteration 152Q: 8 clusters Score -8.110526e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48893 members 
Mstep: Class 5 contains 268366 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174250 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 23325.412109
Iteration 153Q: 8 clusters Score -8.11052e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48890 members 
Mstep: Class 5 contains 268391 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174240 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105160.000000 Penalty: 23325.412109
Iteration 154Q: 8 clusters Score -8.110516e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48888 members 
Mstep: Class 5 contains 268406 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174225 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 155Q: 8 clusters Score -8.110515e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48883 members 
Mstep: Class 5 contains 268415 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174217 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 167020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105096.000000 Penalty: 23325.412109
Iteration 156Q: 8 clusters Score -8.11051e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48879 members 
Mstep: Class 5 contains 268418 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174224 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 167015 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105104.000000 Penalty: 23325.412109
Iteration 157Q: 8 clusters Score -8.11051e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48879 members 
Mstep: Class 5 contains 268410 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174241 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 167007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105088.000000 Penalty: 23325.412109
Iteration 158Q: 8 clusters Score -8.110509e+07 nChanged 103
Entering ConstructFrom: 
Score: -81105088.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 2 (48874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48874 members 
Entering Unmasked Estep 
Score: -5721898.500000 Penalty: 2677.656250
	Iteration 0F: 2 clusters Score -5721898 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -5688834.500000 Penalty: 5355.312500
	Iteration 0F: 3 clusters Score -5688834 nChanged 22572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -5701293.000000 Penalty: 5355.312500
	Iteration 1F: 3 clusters Score -5701293 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -5701743.000000 Penalty: 5355.312500
	Iteration 2Q: 3 clusters Score -5701743 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -5702245.500000 Penalty: 5355.312500
	Iteration 3Q: 3 clusters Score -5702246 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5702756.000000 Penalty: 5355.312500
	Iteration 4Q: 3 clusters Score -5702756 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -5703472.000000 Penalty: 5355.312500
	Iteration 5Q: 3 clusters Score -5703472 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -5704622.000000 Penalty: 5355.312500
	Iteration 6Q: 3 clusters Score -5704622 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33816 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -5706343.500000 Penalty: 5355.312500
	Iteration 7F: 3 clusters Score -5706344 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -5709000.500000 Penalty: 5355.312500
	Iteration 8F: 3 clusters Score -5709000 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40704 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -5712341.500000 Penalty: 5355.312500
	Iteration 9F: 3 clusters Score -5712342 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43861 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -5715436.000000 Penalty: 5355.312500
	Iteration 10F: 3 clusters Score -5715436 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45986 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -5717462.000000 Penalty: 5355.312500
	Iteration 11Q: 3 clusters Score -5717462 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47101 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -5718522.000000 Penalty: 5355.312500
	Iteration 12Q: 3 clusters Score -5718522 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47635 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -5719002.500000 Penalty: 5355.312500
	Iteration 13Q: 3 clusters Score -5719002 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5719238.500000 Penalty: 5355.312500
	Iteration 14Q: 3 clusters Score -5719238 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48014 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -5719370.000000 Penalty: 5355.312500
	Iteration 15Q: 3 clusters Score -5719370 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -5719441.500000 Penalty: 5355.312500
	Iteration 16Q: 3 clusters Score -5719442 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5719497.000000 Penalty: 5355.312500
	Iteration 17Q: 3 clusters Score -5719497 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -5719545.000000 Penalty: 5355.312500
	Iteration 18Q: 3 clusters Score -5719545 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -5719564.500000 Penalty: 5355.312500
	Iteration 19Q: 3 clusters Score -5719564 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48228 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5719584.000000 Penalty: 5355.312500
	Iteration 20F: 3 clusters Score -5719584 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48237 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5719601.000000 Penalty: 5355.312500
	Iteration 21Q: 3 clusters Score -5719601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5719602.000000 Penalty: 5355.312500
	Iteration 22Q: 3 clusters Score -5719602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5719603.500000 Penalty: 5355.312500
	Iteration 23Q: 3 clusters Score -5719604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5719611.000000 Penalty: 5355.312500
	Iteration 24Q: 3 clusters Score -5719611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48253 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5719621.000000 Penalty: 5355.312500
	Iteration 25Q: 3 clusters Score -5719621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -5719628.000000 Penalty: 5355.312500
	Iteration 26Q: 3 clusters Score -5719628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -5719628.000000 Penalty: 5355.312500
	Iteration 27Q: 3 clusters Score -5719628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5719631.000000 Penalty: 5355.312500
	Iteration 28Q: 3 clusters Score -5719631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -5719635.000000 Penalty: 5355.312500
	Iteration 29Q: 3 clusters Score -5719635 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5719638.000000 Penalty: 5355.312500
	Iteration 30Q: 3 clusters Score -5719638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5719638.500000 Penalty: 5355.312500
	Iteration 31Q: 3 clusters Score -5719638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48266 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5719642.000000 Penalty: 5355.312500
	Iteration 32Q: 3 clusters Score -5719642 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48265 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5719640.000000 Penalty: 5355.312500
	Iteration 33Q: 3 clusters Score -5719640 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48267 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5719646.000000 Penalty: 5355.312500
	Iteration 34Q: 3 clusters Score -5719646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48268 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5719641.500000 Penalty: 5355.312500
	Iteration 35Q: 3 clusters Score -5719642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5719643.500000 Penalty: 5355.312500
	Iteration 36Q: 3 clusters Score -5719644 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48271 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5719643.500000 Penalty: 5355.312500
	Iteration 37F: 3 clusters Score -5719644 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (268400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268400 members 
Entering Unmasked Estep 
Score: -32144184.000000 Penalty: 3100.057861
	Iteration 0F: 2 clusters Score -3.214418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134107 members 
Mstep: Class 2 contains 134293 members 
Entering Unmasked Estep 
Score: -31971700.000000 Penalty: 6200.115723
	Iteration 0F: 3 clusters Score -3.19717e+07 nChanged 129849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132124 members 
Mstep: Class 2 contains 136276 members 
Entering Unmasked Estep 
Score: -32050146.000000 Penalty: 6200.115723
	Iteration 1F: 3 clusters Score -3.205015e+07 nChanged 8727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131199 members 
Mstep: Class 2 contains 137201 members 
Entering Unmasked Estep 
Score: -32052730.000000 Penalty: 6200.115723
	Iteration 2Q: 3 clusters Score -3.205273e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129800 members 
Mstep: Class 2 contains 138600 members 
Entering Unmasked Estep 
Score: -32056008.000000 Penalty: 6200.115723
	Iteration 3Q: 3 clusters Score -3.205601e+07 nChanged 11999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127851 members 
Mstep: Class 2 contains 140549 members 
Entering Unmasked Estep 
Score: -32061622.000000 Penalty: 6200.115723
	Iteration 4Q: 3 clusters Score -3.206162e+07 nChanged 14446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125429 members 
Mstep: Class 2 contains 142971 members 
Entering Unmasked Estep 
Score: -32070082.000000 Penalty: 6200.115723
	Iteration 5F: 3 clusters Score -3.207008e+07 nChanged 16920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122605 members 
Mstep: Class 2 contains 145795 members 
Entering Unmasked Estep 
Score: -32082442.000000 Penalty: 6200.115723
	Iteration 6F: 3 clusters Score -3.208244e+07 nChanged 18525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120038 members 
Mstep: Class 2 contains 148362 members 
Entering Unmasked Estep 
Score: -32096928.000000 Penalty: 6200.115723
	Iteration 7F: 3 clusters Score -3.209693e+07 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118197 members 
Mstep: Class 2 contains 150203 members 
Entering Unmasked Estep 
Score: -32106518.000000 Penalty: 6200.115723
	Iteration 8F: 3 clusters Score -3.210652e+07 nChanged 11100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116819 members 
Mstep: Class 2 contains 151581 members 
Entering Unmasked Estep 
Score: -32110088.000000 Penalty: 6200.115723
	Iteration 9Q: 3 clusters Score -3.211009e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115375 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -32111470.000000 Penalty: 6200.115723
	Iteration 10Q: 3 clusters Score -3.211147e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113774 members 
Mstep: Class 2 contains 154626 members 
Entering Unmasked Estep 
Score: -32112508.000000 Penalty: 6200.115723
	Iteration 11Q: 3 clusters Score -3.211251e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111988 members 
Mstep: Class 2 contains 156412 members 
Entering Unmasked Estep 
Score: -32113448.000000 Penalty: 6200.115723
	Iteration 12Q: 3 clusters Score -3.211345e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110062 members 
Mstep: Class 2 contains 158338 members 
Entering Unmasked Estep 
Score: -32114442.000000 Penalty: 6200.115723
	Iteration 13Q: 3 clusters Score -3.211444e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107920 members 
Mstep: Class 2 contains 160480 members 
Entering Unmasked Estep 
Score: -32115254.000000 Penalty: 6200.115723
	Iteration 14Q: 3 clusters Score -3.211525e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105664 members 
Mstep: Class 2 contains 162736 members 
Entering Unmasked Estep 
Score: -32116146.000000 Penalty: 6200.115723
	Iteration 15Q: 3 clusters Score -3.211615e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103250 members 
Mstep: Class 2 contains 165150 members 
Entering Unmasked Estep 
Score: -32117184.000000 Penalty: 6200.115723
	Iteration 16Q: 3 clusters Score -3.211718e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 167792 members 
Entering Unmasked Estep 
Score: -32118272.000000 Penalty: 6200.115723
	Iteration 17Q: 3 clusters Score -3.211827e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97929 members 
Mstep: Class 2 contains 170471 members 
Entering Unmasked Estep 
Score: -32119454.000000 Penalty: 6200.115723
	Iteration 18Q: 3 clusters Score -3.211945e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 173233 members 
Entering Unmasked Estep 
Score: -32120406.000000 Penalty: 6200.115723
	Iteration 19Q: 3 clusters Score -3.212041e+07 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92419 members 
Mstep: Class 2 contains 175981 members 
Entering Unmasked Estep 
Score: -32121496.000000 Penalty: 6200.115723
	Iteration 20F: 3 clusters Score -3.21215e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89452 members 
Mstep: Class 2 contains 178948 members 
Entering Unmasked Estep 
Score: -32122784.000000 Penalty: 6200.115723
	Iteration 21Q: 3 clusters Score -3.212278e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86455 members 
Mstep: Class 2 contains 181945 members 
Entering Unmasked Estep 
Score: -32124282.000000 Penalty: 6200.115723
	Iteration 22Q: 3 clusters Score -3.212428e+07 nChanged 3801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83436 members 
Mstep: Class 2 contains 184964 members 
Entering Unmasked Estep 
Score: -32125440.000000 Penalty: 6200.115723
	Iteration 23Q: 3 clusters Score -3.212544e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80447 members 
Mstep: Class 2 contains 187953 members 
Entering Unmasked Estep 
Score: -32126824.000000 Penalty: 6200.115723
	Iteration 24Q: 3 clusters Score -3.212682e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77570 members 
Mstep: Class 2 contains 190830 members 
Entering Unmasked Estep 
Score: -32127878.000000 Penalty: 6200.115723
	Iteration 25Q: 3 clusters Score -3.212788e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74753 members 
Mstep: Class 2 contains 193647 members 
Entering Unmasked Estep 
Score: -32129042.000000 Penalty: 6200.115723
	Iteration 26Q: 3 clusters Score -3.212904e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72074 members 
Mstep: Class 2 contains 196326 members 
Entering Unmasked Estep 
Score: -32129892.000000 Penalty: 6200.115723
	Iteration 27Q: 3 clusters Score -3.212989e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69410 members 
Mstep: Class 2 contains 198990 members 
Entering Unmasked Estep 
Score: -32130812.000000 Penalty: 6200.115723
	Iteration 28Q: 3 clusters Score -3.213081e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 201628 members 
Entering Unmasked Estep 
Score: -32131542.000000 Penalty: 6200.115723
	Iteration 29Q: 3 clusters Score -3.213154e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64217 members 
Mstep: Class 2 contains 204183 members 
Entering Unmasked Estep 
Score: -32132314.000000 Penalty: 6200.115723
	Iteration 30Q: 3 clusters Score -3.213231e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61797 members 
Mstep: Class 2 contains 206603 members 
Entering Unmasked Estep 
Score: -32132570.000000 Penalty: 6200.115723
	Iteration 31Q: 3 clusters Score -3.213257e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 209058 members 
Entering Unmasked Estep 
Score: -32133098.000000 Penalty: 6200.115723
	Iteration 32Q: 3 clusters Score -3.21331e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57058 members 
Mstep: Class 2 contains 211342 members 
Entering Unmasked Estep 
Score: -32133410.000000 Penalty: 6200.115723
	Iteration 33Q: 3 clusters Score -3.213341e+07 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 213542 members 
Entering Unmasked Estep 
Score: -32133756.000000 Penalty: 6200.115723
	Iteration 34Q: 3 clusters Score -3.213376e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52807 members 
Mstep: Class 2 contains 215593 members 
Entering Unmasked Estep 
Score: -32134026.000000 Penalty: 6200.115723
	Iteration 35Q: 3 clusters Score -3.213403e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50789 members 
Mstep: Class 2 contains 217611 members 
Entering Unmasked Estep 
Score: -32134354.000000 Penalty: 6200.115723
	Iteration 36Q: 3 clusters Score -3.213435e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48892 members 
Mstep: Class 2 contains 219508 members 
Entering Unmasked Estep 
Score: -32134490.000000 Penalty: 6200.115723
	Iteration 37Q: 3 clusters Score -3.213449e+07 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 221343 members 
Entering Unmasked Estep 
Score: -32134666.000000 Penalty: 6200.115723
	Iteration 38Q: 3 clusters Score -3.213467e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45266 members 
Mstep: Class 2 contains 223134 members 
Entering Unmasked Estep 
Score: -32134926.000000 Penalty: 6200.115723
	Iteration 39Q: 3 clusters Score -3.213493e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43427 members 
Mstep: Class 2 contains 224973 members 
Entering Unmasked Estep 
Score: -32135214.000000 Penalty: 6200.115723
	Iteration 40F: 3 clusters Score -3.213521e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 226777 members 
Entering Unmasked Estep 
Score: -32135460.000000 Penalty: 6200.115723
	Iteration 41Q: 3 clusters Score -3.213546e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 228598 members 
Entering Unmasked Estep 
Score: -32135800.000000 Penalty: 6200.115723
	Iteration 42Q: 3 clusters Score -3.21358e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38013 members 
Mstep: Class 2 contains 230387 members 
Entering Unmasked Estep 
Score: -32136190.000000 Penalty: 6200.115723
	Iteration 43Q: 3 clusters Score -3.213619e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 232076 members 
Entering Unmasked Estep 
Score: -32136348.000000 Penalty: 6200.115723
	Iteration 44Q: 3 clusters Score -3.213635e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 233691 members 
Entering Unmasked Estep 
Score: -32136556.000000 Penalty: 6200.115723
	Iteration 45Q: 3 clusters Score -3.213656e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33161 members 
Mstep: Class 2 contains 235239 members 
Entering Unmasked Estep 
Score: -32136920.000000 Penalty: 6200.115723
	Iteration 46Q: 3 clusters Score -3.213692e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31693 members 
Mstep: Class 2 contains 236707 members 
Entering Unmasked Estep 
Score: -32137212.000000 Penalty: 6200.115723
	Iteration 47Q: 3 clusters Score -3.213721e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 238119 members 
Entering Unmasked Estep 
Score: -32137394.000000 Penalty: 6200.115723
	Iteration 48Q: 3 clusters Score -3.213739e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28904 members 
Mstep: Class 2 contains 239496 members 
Entering Unmasked Estep 
Score: -32137590.000000 Penalty: 6200.115723
	Iteration 49Q: 3 clusters Score -3.213759e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 240821 members 
Entering Unmasked Estep 
Score: -32137848.000000 Penalty: 6200.115723
	Iteration 50Q: 3 clusters Score -3.213785e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26293 members 
Mstep: Class 2 contains 242107 members 
Entering Unmasked Estep 
Score: -32137966.000000 Penalty: 6200.115723
	Iteration 51Q: 3 clusters Score -3.213797e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 243390 members 
Entering Unmasked Estep 
Score: -32138282.000000 Penalty: 6200.115723
	Iteration 52Q: 3 clusters Score -3.213828e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 244652 members 
Entering Unmasked Estep 
Score: -32138382.000000 Penalty: 6200.115723
	Iteration 53Q: 3 clusters Score -3.213838e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 245826 members 
Entering Unmasked Estep 
Score: -32138666.000000 Penalty: 6200.115723
	Iteration 54Q: 3 clusters Score -3.213867e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 246919 members 
Entering Unmasked Estep 
Score: -32138846.000000 Penalty: 6200.115723
	Iteration 55Q: 3 clusters Score -3.213885e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 247943 members 
Entering Unmasked Estep 
Score: -32139076.000000 Penalty: 6200.115723
	Iteration 56Q: 3 clusters Score -3.213908e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 248905 members 
Entering Unmasked Estep 
Score: -32139186.000000 Penalty: 6200.115723
	Iteration 57Q: 3 clusters Score -3.213919e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 249762 members 
Entering Unmasked Estep 
Score: -32139326.000000 Penalty: 6200.115723
	Iteration 58Q: 3 clusters Score -3.213933e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 250553 members 
Entering Unmasked Estep 
Score: -32139454.000000 Penalty: 6200.115723
	Iteration 59Q: 3 clusters Score -3.213945e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 251352 members 
Entering Unmasked Estep 
Score: -32139562.000000 Penalty: 6200.115723
	Iteration 60F: 3 clusters Score -3.213956e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 252055 members 
Entering Unmasked Estep 
Score: -32139720.000000 Penalty: 6200.115723
	Iteration 61Q: 3 clusters Score -3.213972e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 252732 members 
Entering Unmasked Estep 
Score: -32139818.000000 Penalty: 6200.115723
	Iteration 62Q: 3 clusters Score -3.213982e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 253396 members 
Entering Unmasked Estep 
Score: -32139862.000000 Penalty: 6200.115723
	Iteration 63Q: 3 clusters Score -3.213986e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 253991 members 
Entering Unmasked Estep 
Score: -32139972.000000 Penalty: 6200.115723
	Iteration 64Q: 3 clusters Score -3.213997e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 254582 members 
Entering Unmasked Estep 
Score: -32140084.000000 Penalty: 6200.115723
	Iteration 65Q: 3 clusters Score -3.214008e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 255144 members 
Entering Unmasked Estep 
Score: -32140212.000000 Penalty: 6200.115723
	Iteration 66Q: 3 clusters Score -3.214021e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 255707 members 
Entering Unmasked Estep 
Score: -32140262.000000 Penalty: 6200.115723
	Iteration 67Q: 3 clusters Score -3.214026e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12162 members 
Mstep: Class 2 contains 256238 members 
Entering Unmasked Estep 
Score: -32140494.000000 Penalty: 6200.115723
	Iteration 68Q: 3 clusters Score -3.214049e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 256765 members 
Entering Unmasked Estep 
Score: -32140576.000000 Penalty: 6200.115723
	Iteration 69Q: 3 clusters Score -3.214058e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 257266 members 
Entering Unmasked Estep 
Score: -32140576.000000 Penalty: 6200.115723
	Iteration 70Q: 3 clusters Score -3.214058e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 257745 members 
Entering Unmasked Estep 
Score: -32140678.000000 Penalty: 6200.115723
	Iteration 71Q: 3 clusters Score -3.214068e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 258183 members 
Entering Unmasked Estep 
Score: -32140674.000000 Penalty: 6200.115723
	Iteration 72Q: 3 clusters Score -3.214067e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 258616 members 
Entering Unmasked Estep 
Score: -32140722.000000 Penalty: 6200.115723
	Iteration 73Q: 3 clusters Score -3.214072e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 259023 members 
Entering Unmasked Estep 
Score: -32140800.000000 Penalty: 6200.115723
	Iteration 74Q: 3 clusters Score -3.21408e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 259408 members 
Entering Unmasked Estep 
Score: -32140910.000000 Penalty: 6200.115723
	Iteration 75Q: 3 clusters Score -3.214091e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 259767 members 
Entering Unmasked Estep 
Score: -32140990.000000 Penalty: 6200.115723
	Iteration 76Q: 3 clusters Score -3.214099e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 260072 members 
Entering Unmasked Estep 
Score: -32141046.000000 Penalty: 6200.115723
	Iteration 77Q: 3 clusters Score -3.214105e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 260367 members 
Entering Unmasked Estep 
Score: -32141094.000000 Penalty: 6200.115723
	Iteration 78Q: 3 clusters Score -3.214109e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 260651 members 
Entering Unmasked Estep 
Score: -32141126.000000 Penalty: 6200.115723
	Iteration 79Q: 3 clusters Score -3.214113e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 260918 members 
Entering Unmasked Estep 
Score: -32141154.000000 Penalty: 6200.115723
	Iteration 80F: 3 clusters Score -3.214115e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 261155 members 
Entering Unmasked Estep 
Score: -32141162.000000 Penalty: 6200.115723
	Iteration 81Q: 3 clusters Score -3.214116e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 261405 members 
Entering Unmasked Estep 
Score: -32141238.000000 Penalty: 6200.115723
	Iteration 82Q: 3 clusters Score -3.214124e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 261611 members 
Entering Unmasked Estep 
Score: -32141266.000000 Penalty: 6200.115723
	Iteration 83Q: 3 clusters Score -3.214127e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 261815 members 
Entering Unmasked Estep 
Score: -32141308.000000 Penalty: 6200.115723
	Iteration 84Q: 3 clusters Score -3.214131e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 262020 members 
Entering Unmasked Estep 
Score: -32141336.000000 Penalty: 6200.115723
	Iteration 85Q: 3 clusters Score -3.214134e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 262221 members 
Entering Unmasked Estep 
Score: -32141330.000000 Penalty: 6200.115723
	Iteration 86Q: 3 clusters Score -3.214133e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 262414 members 
Entering Unmasked Estep 
Score: -32141316.000000 Penalty: 6200.115723
	Iteration 87Q: 3 clusters Score -3.214132e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 262591 members 
Entering Unmasked Estep 
Score: -32141344.000000 Penalty: 6200.115723
	Iteration 88Q: 3 clusters Score -3.214134e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 262761 members 
Entering Unmasked Estep 
Score: -32141376.000000 Penalty: 6200.115723
	Iteration 89Q: 3 clusters Score -3.214138e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 262932 members 
Entering Unmasked Estep 
Score: -32141384.000000 Penalty: 6200.115723
	Iteration 90Q: 3 clusters Score -3.214138e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 263098 members 
Entering Unmasked Estep 
Score: -32141434.000000 Penalty: 6200.115723
	Iteration 91Q: 3 clusters Score -3.214143e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 263262 members 
Entering Unmasked Estep 
Score: -32141402.000000 Penalty: 6200.115723
	Iteration 92Q: 3 clusters Score -3.21414e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 263397 members 
Entering Unmasked Estep 
Score: -32141392.000000 Penalty: 6200.115723
	Iteration 93Q: 3 clusters Score -3.214139e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 263545 members 
Entering Unmasked Estep 
Score: -32141444.000000 Penalty: 6200.115723
	Iteration 94Q: 3 clusters Score -3.214144e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 263689 members 
Entering Unmasked Estep 
Score: -32141518.000000 Penalty: 6200.115723
	Iteration 95Q: 3 clusters Score -3.214152e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 263824 members 
Entering Unmasked Estep 
Score: -32141550.000000 Penalty: 6200.115723
	Iteration 96Q: 3 clusters Score -3.214155e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 263970 members 
Entering Unmasked Estep 
Score: -32141512.000000 Penalty: 6200.115723
	Iteration 97Q: 3 clusters Score -3.214151e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 264097 members 
Entering Unmasked Estep 
Score: -32141556.000000 Penalty: 6200.115723
	Iteration 98Q: 3 clusters Score -3.214156e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 264212 members 
Entering Unmasked Estep 
Score: -32141544.000000 Penalty: 6200.115723
	Iteration 99Q: 3 clusters Score -3.214154e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 264297 members 
Entering Unmasked Estep 
Score: -32141530.000000 Penalty: 6200.115723
	Iteration 100F: 3 clusters Score -3.214153e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 264378 members 
Entering Unmasked Estep 
Score: -32141558.000000 Penalty: 6200.115723
	Iteration 101Q: 3 clusters Score -3.214156e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 264469 members 
Entering Unmasked Estep 
Score: -32141526.000000 Penalty: 6200.115723
	Iteration 102Q: 3 clusters Score -3.214153e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 264558 members 
Entering Unmasked Estep 
Score: -32141514.000000 Penalty: 6200.115723
	Iteration 103Q: 3 clusters Score -3.214151e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 264646 members 
Entering Unmasked Estep 
Score: -32141486.000000 Penalty: 6200.115723
	Iteration 104Q: 3 clusters Score -3.214149e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 264731 members 
Entering Unmasked Estep 
Score: -32141524.000000 Penalty: 6200.115723
	Iteration 105Q: 3 clusters Score -3.214152e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 264806 members 
Entering Unmasked Estep 
Score: -32141494.000000 Penalty: 6200.115723
	Iteration 106Q: 3 clusters Score -3.214149e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 264892 members 
Entering Unmasked Estep 
Score: -32141480.000000 Penalty: 6200.115723
	Iteration 107Q: 3 clusters Score -3.214148e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 264967 members 
Entering Unmasked Estep 
Score: -32141478.000000 Penalty: 6200.115723
	Iteration 108Q: 3 clusters Score -3.214148e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 265033 members 
Entering Unmasked Estep 
Score: -32141466.000000 Penalty: 6200.115723
	Iteration 109Q: 3 clusters Score -3.214147e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 265097 members 
Entering Unmasked Estep 
Score: -32141432.000000 Penalty: 6200.115723
	Iteration 110Q: 3 clusters Score -3.214143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 265145 members 
Entering Unmasked Estep 
Score: -32141422.000000 Penalty: 6200.115723
	Iteration 111Q: 3 clusters Score -3.214142e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 265195 members 
Entering Unmasked Estep 
Score: -32141450.000000 Penalty: 6200.115723
	Iteration 112Q: 3 clusters Score -3.214145e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 265249 members 
Entering Unmasked Estep 
Score: -32141480.000000 Penalty: 6200.115723
	Iteration 113Q: 3 clusters Score -3.214148e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 265306 members 
Entering Unmasked Estep 
Score: -32141516.000000 Penalty: 6200.115723
	Iteration 114Q: 3 clusters Score -3.214152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 265356 members 
Entering Unmasked Estep 
Score: -32141510.000000 Penalty: 6200.115723
	Iteration 115Q: 3 clusters Score -3.214151e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 265403 members 
Entering Unmasked Estep 
Score: -32141496.000000 Penalty: 6200.115723
	Iteration 116Q: 3 clusters Score -3.21415e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 265438 members 
Entering Unmasked Estep 
Score: -32141506.000000 Penalty: 6200.115723
	Iteration 117Q: 3 clusters Score -3.214151e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 265490 members 
Entering Unmasked Estep 
Score: -32141526.000000 Penalty: 6200.115723
	Iteration 118Q: 3 clusters Score -3.214153e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 265531 members 
Entering Unmasked Estep 
Score: -32141526.000000 Penalty: 6200.115723
	Iteration 119Q: 3 clusters Score -3.214153e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 265574 members 
Entering Unmasked Estep 
Score: -32141514.000000 Penalty: 6200.115723
	Iteration 120F: 3 clusters Score -3.214151e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 265609 members 
Entering Unmasked Estep 
Score: -32141532.000000 Penalty: 6200.115723
	Iteration 121Q: 3 clusters Score -3.214153e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 265634 members 
Entering Unmasked Estep 
Score: -32141520.000000 Penalty: 6200.115723
	Iteration 122Q: 3 clusters Score -3.214152e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 265655 members 
Entering Unmasked Estep 
Score: -32141516.000000 Penalty: 6200.115723
	Iteration 123Q: 3 clusters Score -3.214152e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 265675 members 
Entering Unmasked Estep 
Score: -32141512.000000 Penalty: 6200.115723
	Iteration 124Q: 3 clusters Score -3.214151e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 265691 members 
Entering Unmasked Estep 
Score: -32141534.000000 Penalty: 6200.115723
	Iteration 125Q: 3 clusters Score -3.214153e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 265706 members 
Entering Unmasked Estep 
Score: -32141570.000000 Penalty: 6200.115723
	Iteration 126Q: 3 clusters Score -3.214157e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 265720 members 
Entering Unmasked Estep 
Score: -32141532.000000 Penalty: 6200.115723
	Iteration 127Q: 3 clusters Score -3.214153e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 265738 members 
Entering Unmasked Estep 
Score: -32141532.000000 Penalty: 6200.115723
	Iteration 128Q: 3 clusters Score -3.214153e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 265746 members 
Entering Unmasked Estep 
Score: -32141530.000000 Penalty: 6200.115723
	Iteration 129Q: 3 clusters Score -3.214153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 265749 members 
Entering Unmasked Estep 
Score: -32141518.000000 Penalty: 6200.115723
	Iteration 130Q: 3 clusters Score -3.214152e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 265754 members 
Entering Unmasked Estep 
Score: -32141530.000000 Penalty: 6200.115723
	Iteration 131Q: 3 clusters Score -3.214153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 265757 members 
Entering Unmasked Estep 
Score: -32141540.000000 Penalty: 6200.115723
	Iteration 132Q: 3 clusters Score -3.214154e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 265760 members 
Entering Unmasked Estep 
Score: -32141530.000000 Penalty: 6200.115723
	Iteration 133Q: 3 clusters Score -3.214153e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 265763 members 
Entering Unmasked Estep 
Score: -32141544.000000 Penalty: 6200.115723
	Iteration 134Q: 3 clusters Score -3.214154e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 265765 members 
Entering Unmasked Estep 
Score: -32141548.000000 Penalty: 6200.115723
	Iteration 135Q: 3 clusters Score -3.214155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 265768 members 
Entering Unmasked Estep 
Score: -32141548.000000 Penalty: 6200.115723
	Iteration 136Q: 3 clusters Score -3.214155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 265771 members 
Entering Unmasked Estep 
Score: -32141550.000000 Penalty: 6200.115723
	Iteration 137Q: 3 clusters Score -3.214155e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 265774 members 
Entering Unmasked Estep 
Score: -32141532.000000 Penalty: 6200.115723
	Iteration 138Q: 3 clusters Score -3.214153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 265782 members 
Entering Unmasked Estep 
Score: -32141530.000000 Penalty: 6200.115723
	Iteration 139Q: 3 clusters Score -3.214153e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 265791 members 
Entering Unmasked Estep 
Score: -32141548.000000 Penalty: 6200.115723
	Iteration 140F: 3 clusters Score -3.214155e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 265800 members 
Entering Unmasked Estep 
Score: -32141542.000000 Penalty: 6200.115723
	Iteration 141Q: 3 clusters Score -3.214154e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 265809 members 
Entering Unmasked Estep 
Score: -32141556.000000 Penalty: 6200.115723
	Iteration 142Q: 3 clusters Score -3.214156e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 265824 members 
Entering Unmasked Estep 
Score: -32141562.000000 Penalty: 6200.115723
	Iteration 143Q: 3 clusters Score -3.214156e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 265844 members 
Entering Unmasked Estep 
Score: -32141558.000000 Penalty: 6200.115723
	Iteration 144Q: 3 clusters Score -3.214156e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 265863 members 
Entering Unmasked Estep 
Score: -32141566.000000 Penalty: 6200.115723
	Iteration 145Q: 3 clusters Score -3.214157e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 265876 members 
Entering Unmasked Estep 
Score: -32141582.000000 Penalty: 6200.115723
	Iteration 146Q: 3 clusters Score -3.214158e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 265882 members 
Entering Unmasked Estep 
Score: -32141592.000000 Penalty: 6200.115723
	Iteration 147Q: 3 clusters Score -3.214159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 265887 members 
Entering Unmasked Estep 
Score: -32141576.000000 Penalty: 6200.115723
	Iteration 148Q: 3 clusters Score -3.214158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 265894 members 
Entering Unmasked Estep 
Score: -32141570.000000 Penalty: 6200.115723
	Iteration 149Q: 3 clusters Score -3.214157e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 265898 members 
Entering Unmasked Estep 
Score: -32141566.000000 Penalty: 6200.115723
	Iteration 150Q: 3 clusters Score -3.214157e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 265903 members 
Entering Unmasked Estep 
Score: -32141558.000000 Penalty: 6200.115723
	Iteration 151Q: 3 clusters Score -3.214156e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 265912 members 
Entering Unmasked Estep 
Score: -32141556.000000 Penalty: 6200.115723
	Iteration 152Q: 3 clusters Score -3.214156e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 265920 members 
Entering Unmasked Estep 
Score: -32141584.000000 Penalty: 6200.115723
	Iteration 153Q: 3 clusters Score -3.214158e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 265925 members 
Entering Unmasked Estep 
Score: -32141592.000000 Penalty: 6200.115723
	Iteration 154Q: 3 clusters Score -3.214159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 265928 members 
Entering Unmasked Estep 
Score: -32141582.000000 Penalty: 6200.115723
	Iteration 155Q: 3 clusters Score -3.214158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 265930 members 
Entering Unmasked Estep 
Score: -32141590.000000 Penalty: 6200.115723
	Iteration 156Q: 3 clusters Score -3.214159e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 265933 members 
Entering Unmasked Estep 
Score: -32141584.000000 Penalty: 6200.115723
	Iteration 157Q: 3 clusters Score -3.214158e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 265937 members 
Entering Unmasked Estep 
Score: -32141590.000000 Penalty: 6200.115723
	Iteration 158Q: 3 clusters Score -3.214159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 265944 members 
Entering Unmasked Estep 
Score: -32141588.000000 Penalty: 6200.115723
	Iteration 159Q: 3 clusters Score -3.214159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 265951 members 
Entering Unmasked Estep 
Score: -32141576.000000 Penalty: 6200.115723
	Iteration 160F: 3 clusters Score -3.214158e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 265960 members 
Entering Unmasked Estep 
Score: -32141588.000000 Penalty: 6200.115723
	Iteration 161Q: 3 clusters Score -3.214159e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 265966 members 
Entering Unmasked Estep 
Score: -32141596.000000 Penalty: 6200.115723
	Iteration 162Q: 3 clusters Score -3.21416e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 265971 members 
Entering Unmasked Estep 
Score: -32141602.000000 Penalty: 6200.115723
	Iteration 163Q: 3 clusters Score -3.21416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 265975 members 
Entering Unmasked Estep 
Score: -32141612.000000 Penalty: 6200.115723
	Iteration 164Q: 3 clusters Score -3.214161e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 265979 members 
Entering Unmasked Estep 
Score: -32141596.000000 Penalty: 6200.115723
	Iteration 165Q: 3 clusters Score -3.21416e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 265983 members 
Entering Unmasked Estep 
Score: -32141606.000000 Penalty: 6200.115723
	Iteration 166Q: 3 clusters Score -3.214161e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 265983 members 
Entering Unmasked Estep 
Score: -32141620.000000 Penalty: 6200.115723
	Iteration 167Q: 3 clusters Score -3.214162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 265987 members 
Entering Unmasked Estep 
Score: -32141618.000000 Penalty: 6200.115723
	Iteration 168Q: 3 clusters Score -3.214162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 265989 members 
Entering Unmasked Estep 
Score: -32141626.000000 Penalty: 6200.115723
	Iteration 169Q: 3 clusters Score -3.214163e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 265989 members 
Entering Unmasked Estep 
Score: -32141626.000000 Penalty: 6200.115723
	Iteration 170F: 3 clusters Score -3.214163e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -387520.218750 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -387520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -384073.000000 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -384073 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -384859.531250 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -384859.5 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -385090.781250 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -385090.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -385268.250000 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -385268.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -385393.250000 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -385393.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -385494.906250 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -385494.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -385575.156250 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -385575.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -385639.937500 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -385639.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -385700.656250 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -385700.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -385759.843750 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -385759.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -385805.406250 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -385805.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -385846.187500 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -385846.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -385887.218750 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -385887.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -385922.468750 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -385922.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -385958.906250 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -385958.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -385994.750000 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -385994.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -386024.031250 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -386024 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -386052.062500 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -386052.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -386064.718750 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -386064.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -386073.968750 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -386074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -386080.937500 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -386080.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -386089.468750 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -386089.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -386096.656250 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -386096.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -386099.187500 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -386099.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -386100.718750 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -386100.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -386100.718750 Penalty: 4029.284668
	Iteration 25F: 3 clusters Score -386100.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -294689.968750 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -294690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -291740.000000 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -291740 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -292598.281250 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -292598.3 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -293008.656250 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -293008.7 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -293415.531250 Penalty: 3918.347900
	Iteration 3F: 3 clusters Score -293415.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -293780.656250 Penalty: 3918.347900
	Iteration 4F: 3 clusters Score -293780.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -294156.718750 Penalty: 3918.347900
	Iteration 5F: 3 clusters Score -294156.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -294562.250000 Penalty: 3918.347900
	Iteration 6F: 3 clusters Score -294562.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -295195.031250 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -295195 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -295489.968750 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -295490 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -295613.312500 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -295613.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -295664.281250 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -295664.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -295693.812500 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -295693.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -295701.843750 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -295701.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -295704.843750 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -295704.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -295706.156250 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -295706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -295706.156250 Penalty: 3918.347900
	Iteration 15F: 3 clusters Score -295706.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 48874 members 
Mstep: Class 5 contains 268400 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 459 members 
Mstep: Class 14 contains 174262 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 167001 members 
Entering Unmasked Estep 
Score: -81104736.000000 Penalty: 26657.613281
Splitting cluster 13 changes total score from -81105088.000000 to -81104736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (174262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174262 members 
Entering Unmasked Estep 
Score: -20957652.000000 Penalty: 2992.942139
	Iteration 0F: 2 clusters Score -2.095765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87039 members 
Mstep: Class 2 contains 87223 members 
Entering Unmasked Estep 
Score: -20844128.000000 Penalty: 5985.884277
	Iteration 0F: 3 clusters Score -2.084413e+07 nChanged 83438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87381 members 
Mstep: Class 2 contains 86881 members 
Entering Unmasked Estep 
Score: -20892360.000000 Penalty: 5985.884277
	Iteration 1F: 3 clusters Score -2.089236e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87761 members 
Mstep: Class 2 contains 86501 members 
Entering Unmasked Estep 
Score: -20893168.000000 Penalty: 5985.884277
	Iteration 2Q: 3 clusters Score -2.089317e+07 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88225 members 
Mstep: Class 2 contains 86037 members 
Entering Unmasked Estep 
Score: -20894196.000000 Penalty: 5985.884277
	Iteration 3Q: 3 clusters Score -2.08942e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89047 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -20895512.000000 Penalty: 5985.884277
	Iteration 4Q: 3 clusters Score -2.089551e+07 nChanged 5700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90279 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -20897226.000000 Penalty: 5985.884277
	Iteration 5Q: 3 clusters Score -2.089723e+07 nChanged 6817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92118 members 
Mstep: Class 2 contains 82144 members 
Entering Unmasked Estep 
Score: -20899666.000000 Penalty: 5985.884277
	Iteration 6Q: 3 clusters Score -2.089967e+07 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94831 members 
Mstep: Class 2 contains 79431 members 
Entering Unmasked Estep 
Score: -20903326.000000 Penalty: 5985.884277
	Iteration 7Q: 3 clusters Score -2.090333e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 75468 members 
Entering Unmasked Estep 
Score: -20908828.000000 Penalty: 5985.884277
	Iteration 8F: 3 clusters Score -2.090883e+07 nChanged 11133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103989 members 
Mstep: Class 2 contains 70273 members 
Entering Unmasked Estep 
Score: -20916872.000000 Penalty: 5985.884277
	Iteration 9F: 3 clusters Score -2.091687e+07 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109933 members 
Mstep: Class 2 contains 64329 members 
Entering Unmasked Estep 
Score: -20926954.000000 Penalty: 5985.884277
	Iteration 10F: 3 clusters Score -2.092695e+07 nChanged 11492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115145 members 
Mstep: Class 2 contains 59117 members 
Entering Unmasked Estep 
Score: -20936546.000000 Penalty: 5985.884277
	Iteration 11F: 3 clusters Score -2.093655e+07 nChanged 8708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118891 members 
Mstep: Class 2 contains 55371 members 
Entering Unmasked Estep 
Score: -20941950.000000 Penalty: 5985.884277
	Iteration 12Q: 3 clusters Score -2.094195e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121733 members 
Mstep: Class 2 contains 52529 members 
Entering Unmasked Estep 
Score: -20944462.000000 Penalty: 5985.884277
	Iteration 13Q: 3 clusters Score -2.094446e+07 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -20945884.000000 Penalty: 5985.884277
	Iteration 14Q: 3 clusters Score -2.094588e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126669 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -20947142.000000 Penalty: 5985.884277
	Iteration 15Q: 3 clusters Score -2.094714e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128982 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -20948090.000000 Penalty: 5985.884277
	Iteration 16Q: 3 clusters Score -2.094809e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131213 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -20948834.000000 Penalty: 5985.884277
	Iteration 17Q: 3 clusters Score -2.094883e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133335 members 
Mstep: Class 2 contains 40927 members 
Entering Unmasked Estep 
Score: -20949660.000000 Penalty: 5985.884277
	Iteration 18Q: 3 clusters Score -2.094966e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135361 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -20950232.000000 Penalty: 5985.884277
	Iteration 19Q: 3 clusters Score -2.095023e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137472 members 
Mstep: Class 2 contains 36790 members 
Entering Unmasked Estep 
Score: -20950934.000000 Penalty: 5985.884277
	Iteration 20F: 3 clusters Score -2.095093e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139513 members 
Mstep: Class 2 contains 34749 members 
Entering Unmasked Estep 
Score: -20951490.000000 Penalty: 5985.884277
	Iteration 21Q: 3 clusters Score -2.095149e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141415 members 
Mstep: Class 2 contains 32847 members 
Entering Unmasked Estep 
Score: -20952200.000000 Penalty: 5985.884277
	Iteration 22Q: 3 clusters Score -2.09522e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143268 members 
Mstep: Class 2 contains 30994 members 
Entering Unmasked Estep 
Score: -20952618.000000 Penalty: 5985.884277
	Iteration 23Q: 3 clusters Score -2.095262e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145112 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -20953216.000000 Penalty: 5985.884277
	Iteration 24Q: 3 clusters Score -2.095322e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146901 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -20953766.000000 Penalty: 5985.884277
	Iteration 25Q: 3 clusters Score -2.095377e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148610 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
Score: -20954062.000000 Penalty: 5985.884277
	Iteration 26Q: 3 clusters Score -2.095406e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150161 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -20954462.000000 Penalty: 5985.884277
	Iteration 27Q: 3 clusters Score -2.095446e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151628 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -20954704.000000 Penalty: 5985.884277
	Iteration 28Q: 3 clusters Score -2.09547e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152974 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -20954908.000000 Penalty: 5985.884277
	Iteration 29Q: 3 clusters Score -2.095491e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154191 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -20955080.000000 Penalty: 5985.884277
	Iteration 30Q: 3 clusters Score -2.095508e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155332 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -20955338.000000 Penalty: 5985.884277
	Iteration 31Q: 3 clusters Score -2.095534e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156401 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -20955492.000000 Penalty: 5985.884277
	Iteration 32Q: 3 clusters Score -2.095549e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157404 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -20955544.000000 Penalty: 5985.884277
	Iteration 33Q: 3 clusters Score -2.095554e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158322 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -20955594.000000 Penalty: 5985.884277
	Iteration 34Q: 3 clusters Score -2.095559e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -20955696.000000 Penalty: 5985.884277
	Iteration 35Q: 3 clusters Score -2.09557e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159968 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -20955872.000000 Penalty: 5985.884277
	Iteration 36Q: 3 clusters Score -2.095587e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160665 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -20955916.000000 Penalty: 5985.884277
	Iteration 37Q: 3 clusters Score -2.095592e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161268 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -20956016.000000 Penalty: 5985.884277
	Iteration 38Q: 3 clusters Score -2.095602e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161862 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -20956080.000000 Penalty: 5985.884277
	Iteration 39Q: 3 clusters Score -2.095608e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162369 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -20956206.000000 Penalty: 5985.884277
	Iteration 40F: 3 clusters Score -2.095621e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162868 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -20956288.000000 Penalty: 5985.884277
	Iteration 41Q: 3 clusters Score -2.095629e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163324 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -20956352.000000 Penalty: 5985.884277
	Iteration 42Q: 3 clusters Score -2.095635e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163743 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -20956402.000000 Penalty: 5985.884277
	Iteration 43Q: 3 clusters Score -2.09564e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164157 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -20956412.000000 Penalty: 5985.884277
	Iteration 44Q: 3 clusters Score -2.095641e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164565 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -20956454.000000 Penalty: 5985.884277
	Iteration 45Q: 3 clusters Score -2.095645e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164950 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -20956524.000000 Penalty: 5985.884277
	Iteration 46Q: 3 clusters Score -2.095652e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165303 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -20956502.000000 Penalty: 5985.884277
	Iteration 47Q: 3 clusters Score -2.09565e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165646 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -20956606.000000 Penalty: 5985.884277
	Iteration 48Q: 3 clusters Score -2.095661e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -20956612.000000 Penalty: 5985.884277
	Iteration 49Q: 3 clusters Score -2.095661e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166299 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -20956646.000000 Penalty: 5985.884277
	Iteration 50Q: 3 clusters Score -2.095665e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166585 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -20956648.000000 Penalty: 5985.884277
	Iteration 51Q: 3 clusters Score -2.095665e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166828 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -20956706.000000 Penalty: 5985.884277
	Iteration 52Q: 3 clusters Score -2.095671e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167054 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -20956734.000000 Penalty: 5985.884277
	Iteration 53Q: 3 clusters Score -2.095673e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167255 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -20956764.000000 Penalty: 5985.884277
	Iteration 54Q: 3 clusters Score -2.095676e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167441 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -20956736.000000 Penalty: 5985.884277
	Iteration 55Q: 3 clusters Score -2.095674e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167613 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -20956772.000000 Penalty: 5985.884277
	Iteration 56Q: 3 clusters Score -2.095677e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167765 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -20956780.000000 Penalty: 5985.884277
	Iteration 57Q: 3 clusters Score -2.095678e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167905 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -20956830.000000 Penalty: 5985.884277
	Iteration 58Q: 3 clusters Score -2.095683e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -20956842.000000 Penalty: 5985.884277
	Iteration 59Q: 3 clusters Score -2.095684e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168168 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -20956840.000000 Penalty: 5985.884277
	Iteration 60F: 3 clusters Score -2.095684e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168297 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -20956860.000000 Penalty: 5985.884277
	Iteration 61Q: 3 clusters Score -2.095686e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168430 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -20956896.000000 Penalty: 5985.884277
	Iteration 62Q: 3 clusters Score -2.09569e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168548 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -20956904.000000 Penalty: 5985.884277
	Iteration 63Q: 3 clusters Score -2.09569e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168649 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -20956940.000000 Penalty: 5985.884277
	Iteration 64Q: 3 clusters Score -2.095694e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -20956914.000000 Penalty: 5985.884277
	Iteration 65Q: 3 clusters Score -2.095691e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168807 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -20956886.000000 Penalty: 5985.884277
	Iteration 66Q: 3 clusters Score -2.095689e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168877 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -20956912.000000 Penalty: 5985.884277
	Iteration 67Q: 3 clusters Score -2.095691e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -20956922.000000 Penalty: 5985.884277
	Iteration 68Q: 3 clusters Score -2.095692e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168992 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -20956952.000000 Penalty: 5985.884277
	Iteration 69Q: 3 clusters Score -2.095695e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169040 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -20956938.000000 Penalty: 5985.884277
	Iteration 70Q: 3 clusters Score -2.095694e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169095 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -20956930.000000 Penalty: 5985.884277
	Iteration 71Q: 3 clusters Score -2.095693e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169130 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -20956924.000000 Penalty: 5985.884277
	Iteration 72Q: 3 clusters Score -2.095692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169161 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -20956948.000000 Penalty: 5985.884277
	Iteration 73Q: 3 clusters Score -2.095695e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169191 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -20956972.000000 Penalty: 5985.884277
	Iteration 74Q: 3 clusters Score -2.095697e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169222 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -20956984.000000 Penalty: 5985.884277
	Iteration 75Q: 3 clusters Score -2.095698e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169252 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -20956978.000000 Penalty: 5985.884277
	Iteration 76Q: 3 clusters Score -2.095698e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169279 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -20956970.000000 Penalty: 5985.884277
	Iteration 77Q: 3 clusters Score -2.095697e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169301 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -20956970.000000 Penalty: 5985.884277
	Iteration 78Q: 3 clusters Score -2.095697e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169320 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -20956978.000000 Penalty: 5985.884277
	Iteration 79Q: 3 clusters Score -2.095698e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169343 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -20956966.000000 Penalty: 5985.884277
	Iteration 80F: 3 clusters Score -2.095697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169363 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -20956962.000000 Penalty: 5985.884277
	Iteration 81Q: 3 clusters Score -2.095696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169389 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -20956970.000000 Penalty: 5985.884277
	Iteration 82Q: 3 clusters Score -2.095697e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169418 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -20956956.000000 Penalty: 5985.884277
	Iteration 83Q: 3 clusters Score -2.095696e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169444 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -20956984.000000 Penalty: 5985.884277
	Iteration 84Q: 3 clusters Score -2.095698e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169461 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -20956966.000000 Penalty: 5985.884277
	Iteration 85Q: 3 clusters Score -2.095697e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169481 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -20956984.000000 Penalty: 5985.884277
	Iteration 86Q: 3 clusters Score -2.095698e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169507 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -20956990.000000 Penalty: 5985.884277
	Iteration 87Q: 3 clusters Score -2.095699e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -20956970.000000 Penalty: 5985.884277
	Iteration 88Q: 3 clusters Score -2.095697e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169543 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -20957008.000000 Penalty: 5985.884277
	Iteration 89Q: 3 clusters Score -2.095701e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169551 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -20957006.000000 Penalty: 5985.884277
	Iteration 90Q: 3 clusters Score -2.095701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169554 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -20956990.000000 Penalty: 5985.884277
	Iteration 91Q: 3 clusters Score -2.095699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169560 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -20956986.000000 Penalty: 5985.884277
	Iteration 92Q: 3 clusters Score -2.095699e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169573 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -20956988.000000 Penalty: 5985.884277
	Iteration 93Q: 3 clusters Score -2.095699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169583 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -20956990.000000 Penalty: 5985.884277
	Iteration 94Q: 3 clusters Score -2.095699e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169593 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -20956984.000000 Penalty: 5985.884277
	Iteration 95Q: 3 clusters Score -2.095698e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169603 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -20956970.000000 Penalty: 5985.884277
	Iteration 96Q: 3 clusters Score -2.095697e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -20956980.000000 Penalty: 5985.884277
	Iteration 97Q: 3 clusters Score -2.095698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169615 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -20956976.000000 Penalty: 5985.884277
	Iteration 98Q: 3 clusters Score -2.095698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -20956974.000000 Penalty: 5985.884277
	Iteration 99Q: 3 clusters Score -2.095697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169619 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -20956994.000000 Penalty: 5985.884277
	Iteration 100F: 3 clusters Score -2.095699e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169626 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -20956968.000000 Penalty: 5985.884277
	Iteration 101Q: 3 clusters Score -2.095697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169629 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -20956972.000000 Penalty: 5985.884277
	Iteration 102Q: 3 clusters Score -2.095697e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169633 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -20956958.000000 Penalty: 5985.884277
	Iteration 103Q: 3 clusters Score -2.095696e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169634 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -20956964.000000 Penalty: 5985.884277
	Iteration 104Q: 3 clusters Score -2.095696e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169637 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -20956972.000000 Penalty: 5985.884277
	Iteration 105Q: 3 clusters Score -2.095697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169639 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -20956978.000000 Penalty: 5985.884277
	Iteration 106Q: 3 clusters Score -2.095698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169641 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -20956984.000000 Penalty: 5985.884277
	Iteration 107Q: 3 clusters Score -2.095698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169642 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -20956976.000000 Penalty: 5985.884277
	Iteration 108Q: 3 clusters Score -2.095698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169645 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -20956974.000000 Penalty: 5985.884277
	Iteration 109Q: 3 clusters Score -2.095697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169647 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -20956972.000000 Penalty: 5985.884277
	Iteration 110Q: 3 clusters Score -2.095697e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169648 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -20956982.000000 Penalty: 5985.884277
	Iteration 111Q: 3 clusters Score -2.095698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169649 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -20956984.000000 Penalty: 5985.884277
	Iteration 112Q: 3 clusters Score -2.095698e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -20956980.000000 Penalty: 5985.884277
	Iteration 113Q: 3 clusters Score -2.095698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169652 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -20956984.000000 Penalty: 5985.884277
	Iteration 114Q: 3 clusters Score -2.095698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169653 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -20956986.000000 Penalty: 5985.884277
	Iteration 115Q: 3 clusters Score -2.095699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169654 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -20956986.000000 Penalty: 5985.884277
	Iteration 116Q: 3 clusters Score -2.095699e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169654 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -20956986.000000 Penalty: 5985.884277
	Iteration 117F: 3 clusters Score -2.095699e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19781 members 
Entering Unmasked Estep 
Score: -2379673.500000 Penalty: 2453.334229
	Iteration 0F: 2 clusters Score -2379674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2365796.250000 Penalty: 4906.668457
	Iteration 0F: 3 clusters Score -2365796 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -2370390.000000 Penalty: 4906.668457
	Iteration 1F: 3 clusters Score -2370390 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -2370974.750000 Penalty: 4906.668457
	Iteration 2F: 3 clusters Score -2370975 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2371693.500000 Penalty: 4906.668457
	Iteration 3F: 3 clusters Score -2371694 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2372401.500000 Penalty: 4906.668457
	Iteration 4F: 3 clusters Score -2372402 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10075 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -2373138.500000 Penalty: 4906.668457
	Iteration 5F: 3 clusters Score -2373138 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -2373928.750000 Penalty: 4906.668457
	Iteration 6F: 3 clusters Score -2373929 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2374728.750000 Penalty: 4906.668457
	Iteration 7F: 3 clusters Score -2374729 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -2375414.750000 Penalty: 4906.668457
	Iteration 8F: 3 clusters Score -2375415 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -2376004.000000 Penalty: 4906.668457
	Iteration 9F: 3 clusters Score -2376004 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2376480.500000 Penalty: 4906.668457
	Iteration 10Q: 3 clusters Score -2376480 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -2376860.750000 Penalty: 4906.668457
	Iteration 11Q: 3 clusters Score -2376861 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -2377224.750000 Penalty: 4906.668457
	Iteration 12Q: 3 clusters Score -2377225 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -2377539.000000 Penalty: 4906.668457
	Iteration 13Q: 3 clusters Score -2377539 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2377801.750000 Penalty: 4906.668457
	Iteration 14Q: 3 clusters Score -2377802 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -2378039.750000 Penalty: 4906.668457
	Iteration 15Q: 3 clusters Score -2378040 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2378230.500000 Penalty: 4906.668457
	Iteration 16Q: 3 clusters Score -2378230 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2378394.500000 Penalty: 4906.668457
	Iteration 17Q: 3 clusters Score -2378394 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -2378553.750000 Penalty: 4906.668457
	Iteration 18Q: 3 clusters Score -2378554 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2378674.250000 Penalty: 4906.668457
	Iteration 19Q: 3 clusters Score -2378674 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2378779.250000 Penalty: 4906.668457
	Iteration 20F: 3 clusters Score -2378779 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2378860.500000 Penalty: 4906.668457
	Iteration 21Q: 3 clusters Score -2378860 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2378922.000000 Penalty: 4906.668457
	Iteration 22Q: 3 clusters Score -2378922 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2378969.250000 Penalty: 4906.668457
	Iteration 23Q: 3 clusters Score -2378969 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2379005.000000 Penalty: 4906.668457
	Iteration 24Q: 3 clusters Score -2379005 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 17531 members 
Entering Unmasked Estep 
Score: -2379028.750000 Penalty: 4906.668457
	Iteration 25Q: 3 clusters Score -2379029 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -2379054.500000 Penalty: 4906.668457
	Iteration 26Q: 3 clusters Score -2379054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2379068.250000 Penalty: 4906.668457
	Iteration 27Q: 3 clusters Score -2379068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2379079.500000 Penalty: 4906.668457
	Iteration 28Q: 3 clusters Score -2379080 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2379082.750000 Penalty: 4906.668457
	Iteration 29Q: 3 clusters Score -2379083 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 17781 members 
Entering Unmasked Estep 
Score: -2379090.250000 Penalty: 4906.668457
	Iteration 30Q: 3 clusters Score -2379090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -2379091.500000 Penalty: 4906.668457
	Iteration 31Q: 3 clusters Score -2379092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2379100.500000 Penalty: 4906.668457
	Iteration 32Q: 3 clusters Score -2379100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2379108.250000 Penalty: 4906.668457
	Iteration 33Q: 3 clusters Score -2379108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2379111.000000 Penalty: 4906.668457
	Iteration 34Q: 3 clusters Score -2379111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -2379114.250000 Penalty: 4906.668457
	Iteration 35Q: 3 clusters Score -2379114 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17912 members 
Entering Unmasked Estep 
Score: -2379116.000000 Penalty: 4906.668457
	Iteration 36Q: 3 clusters Score -2379116 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -2379128.250000 Penalty: 4906.668457
	Iteration 37Q: 3 clusters Score -2379128 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2379134.500000 Penalty: 4906.668457
	Iteration 38Q: 3 clusters Score -2379134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2379137.500000 Penalty: 4906.668457
	Iteration 39Q: 3 clusters Score -2379138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2379139.750000 Penalty: 4906.668457
	Iteration 40F: 3 clusters Score -2379140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2379141.250000 Penalty: 4906.668457
	Iteration 41Q: 3 clusters Score -2379141 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2379144.750000 Penalty: 4906.668457
	Iteration 42Q: 3 clusters Score -2379145 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -2379145.500000 Penalty: 4906.668457
	Iteration 43Q: 3 clusters Score -2379146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2379147.750000 Penalty: 4906.668457
	Iteration 44Q: 3 clusters Score -2379148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2379150.000000 Penalty: 4906.668457
	Iteration 45Q: 3 clusters Score -2379150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2379147.750000 Penalty: 4906.668457
	Iteration 46Q: 3 clusters Score -2379148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2379147.750000 Penalty: 4906.668457
	Iteration 47F: 3 clusters Score -2379148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (167001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167001 members 
Entering Unmasked Estep 
Score: -20190232.000000 Penalty: 2982.387207
	Iteration 0F: 2 clusters Score -2.019023e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83485 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -20082370.000000 Penalty: 5964.774414
	Iteration 0F: 3 clusters Score -2.008237e+07 nChanged 80133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82292 members 
Mstep: Class 2 contains 84709 members 
Entering Unmasked Estep 
Score: -20128812.000000 Penalty: 5964.774414
	Iteration 1F: 3 clusters Score -2.012881e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81145 members 
Mstep: Class 2 contains 85856 members 
Entering Unmasked Estep 
Score: -20129742.000000 Penalty: 5964.774414
	Iteration 2Q: 3 clusters Score -2.012974e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79316 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -20130902.000000 Penalty: 5964.774414
	Iteration 3Q: 3 clusters Score -2.01309e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76405 members 
Mstep: Class 2 contains 90596 members 
Entering Unmasked Estep 
Score: -20132872.000000 Penalty: 5964.774414
	Iteration 4Q: 3 clusters Score -2.013287e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72170 members 
Mstep: Class 2 contains 94831 members 
Entering Unmasked Estep 
Score: -20135874.000000 Penalty: 5964.774414
	Iteration 5Q: 3 clusters Score -2.013587e+07 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66226 members 
Mstep: Class 2 contains 100775 members 
Entering Unmasked Estep 
Score: -20140458.000000 Penalty: 5964.774414
	Iteration 6F: 3 clusters Score -2.014046e+07 nChanged 10532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58368 members 
Mstep: Class 2 contains 108633 members 
Entering Unmasked Estep 
Score: -20146944.000000 Penalty: 5964.774414
	Iteration 7F: 3 clusters Score -2.014694e+07 nChanged 12012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48810 members 
Mstep: Class 2 contains 118191 members 
Entering Unmasked Estep 
Score: -20155828.000000 Penalty: 5964.774414
	Iteration 8F: 3 clusters Score -2.015583e+07 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 128002 members 
Entering Unmasked Estep 
Score: -20165638.000000 Penalty: 5964.774414
	Iteration 9F: 3 clusters Score -2.016564e+07 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30714 members 
Mstep: Class 2 contains 136287 members 
Entering Unmasked Estep 
Score: -20174504.000000 Penalty: 5964.774414
	Iteration 10F: 3 clusters Score -2.01745e+07 nChanged 7243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 141926 members 
Entering Unmasked Estep 
Score: -20181198.000000 Penalty: 5964.774414
	Iteration 11Q: 3 clusters Score -2.01812e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21641 members 
Mstep: Class 2 contains 145360 members 
Entering Unmasked Estep 
Score: -20184740.000000 Penalty: 5964.774414
	Iteration 12Q: 3 clusters Score -2.018474e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 147833 members 
Entering Unmasked Estep 
Score: -20186490.000000 Penalty: 5964.774414
	Iteration 13Q: 3 clusters Score -2.018649e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 149831 members 
Entering Unmasked Estep 
Score: -20187398.000000 Penalty: 5964.774414
	Iteration 14Q: 3 clusters Score -2.01874e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 151560 members 
Entering Unmasked Estep 
Score: -20187996.000000 Penalty: 5964.774414
	Iteration 15Q: 3 clusters Score -2.0188e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 153070 members 
Entering Unmasked Estep 
Score: -20188494.000000 Penalty: 5964.774414
	Iteration 16Q: 3 clusters Score -2.018849e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 154341 members 
Entering Unmasked Estep 
Score: -20188876.000000 Penalty: 5964.774414
	Iteration 17Q: 3 clusters Score -2.018888e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 155436 members 
Entering Unmasked Estep 
Score: -20189140.000000 Penalty: 5964.774414
	Iteration 18Q: 3 clusters Score -2.018914e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 156400 members 
Entering Unmasked Estep 
Score: -20189384.000000 Penalty: 5964.774414
	Iteration 19Q: 3 clusters Score -2.018938e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 157277 members 
Entering Unmasked Estep 
Score: -20189422.000000 Penalty: 5964.774414
	Iteration 20F: 3 clusters Score -2.018942e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 158004 members 
Entering Unmasked Estep 
Score: -20189506.000000 Penalty: 5964.774414
	Iteration 21Q: 3 clusters Score -2.018951e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 158656 members 
Entering Unmasked Estep 
Score: -20189570.000000 Penalty: 5964.774414
	Iteration 22Q: 3 clusters Score -2.018957e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 159218 members 
Entering Unmasked Estep 
Score: -20189620.000000 Penalty: 5964.774414
	Iteration 23Q: 3 clusters Score -2.018962e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 159747 members 
Entering Unmasked Estep 
Score: -20189602.000000 Penalty: 5964.774414
	Iteration 24Q: 3 clusters Score -2.01896e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 160222 members 
Entering Unmasked Estep 
Score: -20189592.000000 Penalty: 5964.774414
	Iteration 25Q: 3 clusters Score -2.018959e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 160618 members 
Entering Unmasked Estep 
Score: -20189574.000000 Penalty: 5964.774414
	Iteration 26Q: 3 clusters Score -2.018957e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 160985 members 
Entering Unmasked Estep 
Score: -20189584.000000 Penalty: 5964.774414
	Iteration 27Q: 3 clusters Score -2.018958e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 161303 members 
Entering Unmasked Estep 
Score: -20189620.000000 Penalty: 5964.774414
	Iteration 28Q: 3 clusters Score -2.018962e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 161588 members 
Entering Unmasked Estep 
Score: -20189590.000000 Penalty: 5964.774414
	Iteration 29Q: 3 clusters Score -2.018959e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 161839 members 
Entering Unmasked Estep 
Score: -20189564.000000 Penalty: 5964.774414
	Iteration 30Q: 3 clusters Score -2.018956e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 162046 members 
Entering Unmasked Estep 
Score: -20189574.000000 Penalty: 5964.774414
	Iteration 31Q: 3 clusters Score -2.018957e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -20189542.000000 Penalty: 5964.774414
	Iteration 32Q: 3 clusters Score -2.018954e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 162352 members 
Entering Unmasked Estep 
Score: -20189550.000000 Penalty: 5964.774414
	Iteration 33Q: 3 clusters Score -2.018955e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 162481 members 
Entering Unmasked Estep 
Score: -20189552.000000 Penalty: 5964.774414
	Iteration 34Q: 3 clusters Score -2.018955e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 162607 members 
Entering Unmasked Estep 
Score: -20189546.000000 Penalty: 5964.774414
	Iteration 35Q: 3 clusters Score -2.018955e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 162715 members 
Entering Unmasked Estep 
Score: -20189532.000000 Penalty: 5964.774414
	Iteration 36Q: 3 clusters Score -2.018953e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 162803 members 
Entering Unmasked Estep 
Score: -20189524.000000 Penalty: 5964.774414
	Iteration 37Q: 3 clusters Score -2.018952e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 162879 members 
Entering Unmasked Estep 
Score: -20189522.000000 Penalty: 5964.774414
	Iteration 38Q: 3 clusters Score -2.018952e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 162942 members 
Entering Unmasked Estep 
Score: -20189524.000000 Penalty: 5964.774414
	Iteration 39Q: 3 clusters Score -2.018952e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 163000 members 
Entering Unmasked Estep 
Score: -20189504.000000 Penalty: 5964.774414
	Iteration 40F: 3 clusters Score -2.01895e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 163051 members 
Entering Unmasked Estep 
Score: -20189496.000000 Penalty: 5964.774414
	Iteration 41Q: 3 clusters Score -2.01895e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 163080 members 
Entering Unmasked Estep 
Score: -20189472.000000 Penalty: 5964.774414
	Iteration 42Q: 3 clusters Score -2.018947e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -20189474.000000 Penalty: 5964.774414
	Iteration 43Q: 3 clusters Score -2.018947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 163135 members 
Entering Unmasked Estep 
Score: -20189446.000000 Penalty: 5964.774414
	Iteration 44Q: 3 clusters Score -2.018945e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 163163 members 
Entering Unmasked Estep 
Score: -20189442.000000 Penalty: 5964.774414
	Iteration 45Q: 3 clusters Score -2.018944e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 163204 members 
Entering Unmasked Estep 
Score: -20189436.000000 Penalty: 5964.774414
	Iteration 46Q: 3 clusters Score -2.018944e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 163250 members 
Entering Unmasked Estep 
Score: -20189448.000000 Penalty: 5964.774414
	Iteration 47Q: 3 clusters Score -2.018945e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 163295 members 
Entering Unmasked Estep 
Score: -20189486.000000 Penalty: 5964.774414
	Iteration 48Q: 3 clusters Score -2.018949e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -20189484.000000 Penalty: 5964.774414
	Iteration 49Q: 3 clusters Score -2.018948e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 163369 members 
Entering Unmasked Estep 
Score: -20189478.000000 Penalty: 5964.774414
	Iteration 50Q: 3 clusters Score -2.018948e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 163400 members 
Entering Unmasked Estep 
Score: -20189478.000000 Penalty: 5964.774414
	Iteration 51Q: 3 clusters Score -2.018948e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -20189466.000000 Penalty: 5964.774414
	Iteration 52Q: 3 clusters Score -2.018947e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -20189472.000000 Penalty: 5964.774414
	Iteration 53Q: 3 clusters Score -2.018947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 163479 members 
Entering Unmasked Estep 
Score: -20189468.000000 Penalty: 5964.774414
	Iteration 54Q: 3 clusters Score -2.018947e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 163505 members 
Entering Unmasked Estep 
Score: -20189488.000000 Penalty: 5964.774414
	Iteration 55Q: 3 clusters Score -2.018949e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 163528 members 
Entering Unmasked Estep 
Score: -20189472.000000 Penalty: 5964.774414
	Iteration 56Q: 3 clusters Score -2.018947e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -20189466.000000 Penalty: 5964.774414
	Iteration 57Q: 3 clusters Score -2.018947e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 163560 members 
Entering Unmasked Estep 
Score: -20189472.000000 Penalty: 5964.774414
	Iteration 58Q: 3 clusters Score -2.018947e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 163574 members 
Entering Unmasked Estep 
Score: -20189462.000000 Penalty: 5964.774414
	Iteration 59Q: 3 clusters Score -2.018946e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 163586 members 
Entering Unmasked Estep 
Score: -20189458.000000 Penalty: 5964.774414
	Iteration 60F: 3 clusters Score -2.018946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 163601 members 
Entering Unmasked Estep 
Score: -20189460.000000 Penalty: 5964.774414
	Iteration 61Q: 3 clusters Score -2.018946e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 163617 members 
Entering Unmasked Estep 
Score: -20189448.000000 Penalty: 5964.774414
	Iteration 62Q: 3 clusters Score -2.018945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -20189468.000000 Penalty: 5964.774414
	Iteration 63Q: 3 clusters Score -2.018947e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 163644 members 
Entering Unmasked Estep 
Score: -20189454.000000 Penalty: 5964.774414
	Iteration 64Q: 3 clusters Score -2.018945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 163657 members 
Entering Unmasked Estep 
Score: -20189436.000000 Penalty: 5964.774414
	Iteration 65Q: 3 clusters Score -2.018944e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 163678 members 
Entering Unmasked Estep 
Score: -20189450.000000 Penalty: 5964.774414
	Iteration 66Q: 3 clusters Score -2.018945e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 163694 members 
Entering Unmasked Estep 
Score: -20189420.000000 Penalty: 5964.774414
	Iteration 67Q: 3 clusters Score -2.018942e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 163703 members 
Entering Unmasked Estep 
Score: -20189428.000000 Penalty: 5964.774414
	Iteration 68Q: 3 clusters Score -2.018943e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 163711 members 
Entering Unmasked Estep 
Score: -20189454.000000 Penalty: 5964.774414
	Iteration 69Q: 3 clusters Score -2.018945e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 163724 members 
Entering Unmasked Estep 
Score: -20189444.000000 Penalty: 5964.774414
	Iteration 70Q: 3 clusters Score -2.018944e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 163734 members 
Entering Unmasked Estep 
Score: -20189464.000000 Penalty: 5964.774414
	Iteration 71Q: 3 clusters Score -2.018946e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -20189452.000000 Penalty: 5964.774414
	Iteration 72Q: 3 clusters Score -2.018945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -20189462.000000 Penalty: 5964.774414
	Iteration 73Q: 3 clusters Score -2.018946e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 163770 members 
Entering Unmasked Estep 
Score: -20189444.000000 Penalty: 5964.774414
	Iteration 74Q: 3 clusters Score -2.018944e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 163778 members 
Entering Unmasked Estep 
Score: -20189452.000000 Penalty: 5964.774414
	Iteration 75Q: 3 clusters Score -2.018945e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 163785 members 
Entering Unmasked Estep 
Score: -20189448.000000 Penalty: 5964.774414
	Iteration 76Q: 3 clusters Score -2.018945e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 163790 members 
Entering Unmasked Estep 
Score: -20189446.000000 Penalty: 5964.774414
	Iteration 77Q: 3 clusters Score -2.018945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 163794 members 
Entering Unmasked Estep 
Score: -20189442.000000 Penalty: 5964.774414
	Iteration 78Q: 3 clusters Score -2.018944e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 163798 members 
Entering Unmasked Estep 
Score: -20189438.000000 Penalty: 5964.774414
	Iteration 79Q: 3 clusters Score -2.018944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 163803 members 
Entering Unmasked Estep 
Score: -20189452.000000 Penalty: 5964.774414
	Iteration 80F: 3 clusters Score -2.018945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 163805 members 
Entering Unmasked Estep 
Score: -20189460.000000 Penalty: 5964.774414
	Iteration 81Q: 3 clusters Score -2.018946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 163805 members 
Entering Unmasked Estep 
Score: -20189460.000000 Penalty: 5964.774414
	Iteration 82F: 3 clusters Score -2.018946e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48874 members 
Mstep: Class 5 contains 268400 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174262 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 167001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105096.000000 Penalty: 23325.412109
Iteration 159Q: 8 clusters Score -8.11051e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48870 members 
Mstep: Class 5 contains 268384 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174290 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105072.000000 Penalty: 23325.412109
Iteration 160F: 8 clusters Score -8.110507e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48867 members 
Mstep: Class 5 contains 268360 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174333 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105120.000000 Penalty: 23325.412109
Iteration 161Q: 8 clusters Score -8.110512e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48861 members 
Mstep: Class 5 contains 268337 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174368 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105088.000000 Penalty: 23325.412109
Iteration 162Q: 8 clusters Score -8.110509e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48858 members 
Mstep: Class 5 contains 268312 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174406 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166961 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105056.000000 Penalty: 23325.412109
Iteration 163Q: 8 clusters Score -8.110506e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48855 members 
Mstep: Class 5 contains 268290 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174441 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105104.000000 Penalty: 23325.412109
Iteration 164Q: 8 clusters Score -8.11051e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48853 members 
Mstep: Class 5 contains 268255 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174486 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105120.000000 Penalty: 23325.412109
Iteration 165Q: 8 clusters Score -8.110512e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48851 members 
Mstep: Class 5 contains 268215 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174534 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105160.000000 Penalty: 23325.412109
Iteration 166Q: 8 clusters Score -8.110516e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48850 members 
Mstep: Class 5 contains 268172 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174579 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105184.000000 Penalty: 23325.412109
Iteration 167Q: 8 clusters Score -8.110518e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48847 members 
Mstep: Class 5 contains 268151 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174606 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105176.000000 Penalty: 23325.412109
Iteration 168Q: 8 clusters Score -8.110518e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48848 members 
Mstep: Class 5 contains 268138 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174624 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105192.000000 Penalty: 23325.412109
Iteration 169Q: 8 clusters Score -8.110519e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48846 members 
Mstep: Class 5 contains 268126 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174636 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166929 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105232.000000 Penalty: 23325.412109
Iteration 170Q: 8 clusters Score -8.110523e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48839 members 
Mstep: Class 5 contains 268124 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174653 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105208.000000 Penalty: 23325.412109
Iteration 171Q: 8 clusters Score -8.110521e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48836 members 
Mstep: Class 5 contains 268122 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174658 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105176.000000 Penalty: 23325.412109
Iteration 172Q: 8 clusters Score -8.110518e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48832 members 
Mstep: Class 5 contains 268137 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174658 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105168.000000 Penalty: 23325.412109
Iteration 173Q: 8 clusters Score -8.110517e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48829 members 
Mstep: Class 5 contains 268141 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174672 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105264.000000 Penalty: 23325.412109
Iteration 174Q: 8 clusters Score -8.110526e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48827 members 
Mstep: Class 5 contains 268146 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174678 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105240.000000 Penalty: 23325.412109
Iteration 175Q: 8 clusters Score -8.110524e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48827 members 
Mstep: Class 5 contains 268149 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174680 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105320.000000 Penalty: 23325.412109
Iteration 176Q: 8 clusters Score -8.110532e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48824 members 
Mstep: Class 5 contains 268160 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174679 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105328.000000 Penalty: 23325.412109
Iteration 177Q: 8 clusters Score -8.110533e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48822 members 
Mstep: Class 5 contains 268175 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174672 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105376.000000 Penalty: 23325.412109
Iteration 178Q: 8 clusters Score -8.110538e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48819 members 
Mstep: Class 5 contains 268176 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174679 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105288.000000 Penalty: 23325.412109
Iteration 179Q: 8 clusters Score -8.110529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48818 members 
Mstep: Class 5 contains 268168 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174689 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105328.000000 Penalty: 23325.412109
Iteration 180F: 8 clusters Score -8.110533e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48817 members 
Mstep: Class 5 contains 268157 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174705 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105320.000000 Penalty: 23325.412109
Iteration 181Q: 8 clusters Score -8.110532e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48814 members 
Mstep: Class 5 contains 268155 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174710 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105408.000000 Penalty: 23325.412109
Iteration 182Q: 8 clusters Score -8.110541e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48813 members 
Mstep: Class 5 contains 268152 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174723 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105376.000000 Penalty: 23325.412109
Iteration 183Q: 8 clusters Score -8.110538e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48812 members 
Mstep: Class 5 contains 268147 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174732 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105376.000000 Penalty: 23325.412109
Iteration 184Q: 8 clusters Score -8.110538e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268149 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174736 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105360.000000 Penalty: 23325.412109
Iteration 185Q: 8 clusters Score -8.110536e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268151 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174736 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105304.000000 Penalty: 23325.412109
Iteration 186Q: 8 clusters Score -8.11053e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268149 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174740 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105280.000000 Penalty: 23325.412109
Iteration 187Q: 8 clusters Score -8.110528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268142 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174745 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105280.000000 Penalty: 23325.412109
Iteration 188Q: 8 clusters Score -8.110528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268134 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174749 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105264.000000 Penalty: 23325.412109
Iteration 189Q: 8 clusters Score -8.110526e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268127 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174753 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105312.000000 Penalty: 23325.412109
Iteration 190Q: 8 clusters Score -8.110531e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48810 members 
Mstep: Class 5 contains 268122 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174759 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105320.000000 Penalty: 23325.412109
Iteration 191Q: 8 clusters Score -8.110532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268119 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174763 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105328.000000 Penalty: 23325.412109
Iteration 192Q: 8 clusters Score -8.110533e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268115 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174769 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105304.000000 Penalty: 23325.412109
Iteration 193Q: 8 clusters Score -8.11053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268117 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174771 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105288.000000 Penalty: 23325.412109
Iteration 194Q: 8 clusters Score -8.110529e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48811 members 
Mstep: Class 5 contains 268119 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 174775 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105272.000000 Penalty: 23325.412109
Iteration 195Q: 8 clusters Score -8.110527e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48812 members 
Mstep: Class 5 contains 268124 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174774 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105224.000000 Penalty: 23325.412109
Iteration 196Q: 8 clusters Score -8.110522e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48812 members 
Mstep: Class 5 contains 268122 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174780 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105248.000000 Penalty: 23325.412109
Iteration 197Q: 8 clusters Score -8.110525e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48813 members 
Mstep: Class 5 contains 268118 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174782 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105240.000000 Penalty: 23325.412109
Iteration 198Q: 8 clusters Score -8.110524e+07 nChanged 33
Entering ConstructFrom: 
Score: -81105240.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 2 (48817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48817 members 
Entering Unmasked Estep 
Score: -5715013.500000 Penalty: 2677.366699
	Iteration 0F: 2 clusters Score -5715014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -5682046.500000 Penalty: 5354.733398
	Iteration 0F: 3 clusters Score -5682046 nChanged 22502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24964 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -5694276.000000 Penalty: 5354.733398
	Iteration 1F: 3 clusters Score -5694276 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -5694756.500000 Penalty: 5354.733398
	Iteration 2Q: 3 clusters Score -5694756 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -5695127.000000 Penalty: 5354.733398
	Iteration 3Q: 3 clusters Score -5695127 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -5695562.000000 Penalty: 5354.733398
	Iteration 4Q: 3 clusters Score -5695562 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 21231 members 
Entering Unmasked Estep 
Score: -5696046.000000 Penalty: 5354.733398
	Iteration 5Q: 3 clusters Score -5696046 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -5696798.500000 Penalty: 5354.733398
	Iteration 6Q: 3 clusters Score -5696798 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -5697854.500000 Penalty: 5354.733398
	Iteration 7Q: 3 clusters Score -5697854 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33990 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -5699571.500000 Penalty: 5354.733398
	Iteration 8F: 3 clusters Score -5699572 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -5702147.000000 Penalty: 5354.733398
	Iteration 9F: 3 clusters Score -5702147 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41326 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -5705550.000000 Penalty: 5354.733398
	Iteration 10F: 3 clusters Score -5705550 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -5708688.500000 Penalty: 5354.733398
	Iteration 11F: 3 clusters Score -5708688 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46841 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -5710738.500000 Penalty: 5354.733398
	Iteration 12Q: 3 clusters Score -5710738 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47928 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5711844.000000 Penalty: 5354.733398
	Iteration 13Q: 3 clusters Score -5711844 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48337 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5712249.000000 Penalty: 5354.733398
	Iteration 14Q: 3 clusters Score -5712249 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5712391.500000 Penalty: 5354.733398
	Iteration 15Q: 3 clusters Score -5712392 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5712473.500000 Penalty: 5354.733398
	Iteration 16Q: 3 clusters Score -5712474 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48543 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -5712540.000000 Penalty: 5354.733398
	Iteration 17Q: 3 clusters Score -5712540 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48555 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -5712564.500000 Penalty: 5354.733398
	Iteration 18Q: 3 clusters Score -5712564 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48560 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5712594.500000 Penalty: 5354.733398
	Iteration 19Q: 3 clusters Score -5712594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48567 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5712611.000000 Penalty: 5354.733398
	Iteration 20F: 3 clusters Score -5712611 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -5712625.500000 Penalty: 5354.733398
	Iteration 21Q: 3 clusters Score -5712626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5712653.000000 Penalty: 5354.733398
	Iteration 22Q: 3 clusters Score -5712653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48577 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5712671.500000 Penalty: 5354.733398
	Iteration 23Q: 3 clusters Score -5712672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5712692.500000 Penalty: 5354.733398
	Iteration 24Q: 3 clusters Score -5712692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5712693.000000 Penalty: 5354.733398
	Iteration 25Q: 3 clusters Score -5712693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48579 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5712705.000000 Penalty: 5354.733398
	Iteration 26Q: 3 clusters Score -5712705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48580 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -5712708.000000 Penalty: 5354.733398
	Iteration 27Q: 3 clusters Score -5712708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5712707.000000 Penalty: 5354.733398
	Iteration 28Q: 3 clusters Score -5712707 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48581 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5712707.000000 Penalty: 5354.733398
	Iteration 29F: 3 clusters Score -5712707 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (268107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268107 members 
Entering Unmasked Estep 
Score: -32109040.000000 Penalty: 3099.787109
	Iteration 0F: 2 clusters Score -3.210904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134111 members 
Mstep: Class 2 contains 133996 members 
Entering Unmasked Estep 
Score: -31936456.000000 Penalty: 6199.574219
	Iteration 0F: 3 clusters Score -3.193646e+07 nChanged 129922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134267 members 
Mstep: Class 2 contains 133840 members 
Entering Unmasked Estep 
Score: -32012672.000000 Penalty: 6199.574219
	Iteration 1F: 3 clusters Score -3.201267e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134408 members 
Mstep: Class 2 contains 133699 members 
Entering Unmasked Estep 
Score: -32013688.000000 Penalty: 6199.574219
	Iteration 2Q: 3 clusters Score -3.201369e+07 nChanged 7454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134448 members 
Mstep: Class 2 contains 133659 members 
Entering Unmasked Estep 
Score: -32015682.000000 Penalty: 6199.574219
	Iteration 3Q: 3 clusters Score -3.201568e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134509 members 
Mstep: Class 2 contains 133598 members 
Entering Unmasked Estep 
Score: -32018660.000000 Penalty: 6199.574219
	Iteration 4Q: 3 clusters Score -3.201866e+07 nChanged 10397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134346 members 
Mstep: Class 2 contains 133761 members 
Entering Unmasked Estep 
Score: -32023110.000000 Penalty: 6199.574219
	Iteration 5Q: 3 clusters Score -3.202311e+07 nChanged 12665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133571 members 
Mstep: Class 2 contains 134536 members 
Entering Unmasked Estep 
Score: -32029572.000000 Penalty: 6199.574219
	Iteration 6Q: 3 clusters Score -3.202957e+07 nChanged 14986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131899 members 
Mstep: Class 2 contains 136208 members 
Entering Unmasked Estep 
Score: -32038362.000000 Penalty: 6199.574219
	Iteration 7F: 3 clusters Score -3.203836e+07 nChanged 17283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129068 members 
Mstep: Class 2 contains 139039 members 
Entering Unmasked Estep 
Score: -32050236.000000 Penalty: 6199.574219
	Iteration 8F: 3 clusters Score -3.205024e+07 nChanged 18420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125380 members 
Mstep: Class 2 contains 142727 members 
Entering Unmasked Estep 
Score: -32064264.000000 Penalty: 6199.574219
	Iteration 9F: 3 clusters Score -3.206426e+07 nChanged 16662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122106 members 
Mstep: Class 2 contains 146001 members 
Entering Unmasked Estep 
Score: -32075300.000000 Penalty: 6199.574219
	Iteration 10F: 3 clusters Score -3.20753e+07 nChanged 12006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119548 members 
Mstep: Class 2 contains 148559 members 
Entering Unmasked Estep 
Score: -32080434.000000 Penalty: 6199.574219
	Iteration 11Q: 3 clusters Score -3.208043e+07 nChanged 6905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117041 members 
Mstep: Class 2 contains 151066 members 
Entering Unmasked Estep 
Score: -32082550.000000 Penalty: 6199.574219
	Iteration 12Q: 3 clusters Score -3.208255e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114382 members 
Mstep: Class 2 contains 153725 members 
Entering Unmasked Estep 
Score: -32083680.000000 Penalty: 6199.574219
	Iteration 13Q: 3 clusters Score -3.208368e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111498 members 
Mstep: Class 2 contains 156609 members 
Entering Unmasked Estep 
Score: -32084930.000000 Penalty: 6199.574219
	Iteration 14Q: 3 clusters Score -3.208493e+07 nChanged 3793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108359 members 
Mstep: Class 2 contains 159748 members 
Entering Unmasked Estep 
Score: -32086076.000000 Penalty: 6199.574219
	Iteration 15Q: 3 clusters Score -3.208608e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105037 members 
Mstep: Class 2 contains 163070 members 
Entering Unmasked Estep 
Score: -32087262.000000 Penalty: 6199.574219
	Iteration 16Q: 3 clusters Score -3.208726e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101601 members 
Mstep: Class 2 contains 166506 members 
Entering Unmasked Estep 
Score: -32088354.000000 Penalty: 6199.574219
	Iteration 17Q: 3 clusters Score -3.208835e+07 nChanged 3852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98195 members 
Mstep: Class 2 contains 169912 members 
Entering Unmasked Estep 
Score: -32089634.000000 Penalty: 6199.574219
	Iteration 18Q: 3 clusters Score -3.208963e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94812 members 
Mstep: Class 2 contains 173295 members 
Entering Unmasked Estep 
Score: -32090572.000000 Penalty: 6199.574219
	Iteration 19Q: 3 clusters Score -3.209057e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Mstep: Class 2 contains 176614 members 
Entering Unmasked Estep 
Score: -32091864.000000 Penalty: 6199.574219
	Iteration 20F: 3 clusters Score -3.209186e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88185 members 
Mstep: Class 2 contains 179922 members 
Entering Unmasked Estep 
Score: -32092786.000000 Penalty: 6199.574219
	Iteration 21Q: 3 clusters Score -3.209279e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84928 members 
Mstep: Class 2 contains 183179 members 
Entering Unmasked Estep 
Score: -32093796.000000 Penalty: 6199.574219
	Iteration 22Q: 3 clusters Score -3.20938e+07 nChanged 3297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81799 members 
Mstep: Class 2 contains 186308 members 
Entering Unmasked Estep 
Score: -32094622.000000 Penalty: 6199.574219
	Iteration 23Q: 3 clusters Score -3.209462e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 189229 members 
Entering Unmasked Estep 
Score: -32095478.000000 Penalty: 6199.574219
	Iteration 24Q: 3 clusters Score -3.209548e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 192086 members 
Entering Unmasked Estep 
Score: -32096054.000000 Penalty: 6199.574219
	Iteration 25Q: 3 clusters Score -3.209605e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 194824 members 
Entering Unmasked Estep 
Score: -32096596.000000 Penalty: 6199.574219
	Iteration 26Q: 3 clusters Score -3.20966e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70532 members 
Mstep: Class 2 contains 197575 members 
Entering Unmasked Estep 
Score: -32096966.000000 Penalty: 6199.574219
	Iteration 27Q: 3 clusters Score -3.209697e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67869 members 
Mstep: Class 2 contains 200238 members 
Entering Unmasked Estep 
Score: -32097532.000000 Penalty: 6199.574219
	Iteration 28Q: 3 clusters Score -3.209753e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65321 members 
Mstep: Class 2 contains 202786 members 
Entering Unmasked Estep 
Score: -32097794.000000 Penalty: 6199.574219
	Iteration 29Q: 3 clusters Score -3.209779e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 205247 members 
Entering Unmasked Estep 
Score: -32098088.000000 Penalty: 6199.574219
	Iteration 30Q: 3 clusters Score -3.209809e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60483 members 
Mstep: Class 2 contains 207624 members 
Entering Unmasked Estep 
Score: -32098254.000000 Penalty: 6199.574219
	Iteration 31Q: 3 clusters Score -3.209825e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58168 members 
Mstep: Class 2 contains 209939 members 
Entering Unmasked Estep 
Score: -32098606.000000 Penalty: 6199.574219
	Iteration 32Q: 3 clusters Score -3.209861e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 212189 members 
Entering Unmasked Estep 
Score: -32098842.000000 Penalty: 6199.574219
	Iteration 33Q: 3 clusters Score -3.209884e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 214370 members 
Entering Unmasked Estep 
Score: -32098940.000000 Penalty: 6199.574219
	Iteration 34Q: 3 clusters Score -3.209894e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51666 members 
Mstep: Class 2 contains 216441 members 
Entering Unmasked Estep 
Score: -32099468.000000 Penalty: 6199.574219
	Iteration 35Q: 3 clusters Score -3.209947e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49691 members 
Mstep: Class 2 contains 218416 members 
Entering Unmasked Estep 
Score: -32099698.000000 Penalty: 6199.574219
	Iteration 36Q: 3 clusters Score -3.20997e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47788 members 
Mstep: Class 2 contains 220319 members 
Entering Unmasked Estep 
Score: -32099768.000000 Penalty: 6199.574219
	Iteration 37Q: 3 clusters Score -3.209977e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45891 members 
Mstep: Class 2 contains 222216 members 
Entering Unmasked Estep 
Score: -32099886.000000 Penalty: 6199.574219
	Iteration 38Q: 3 clusters Score -3.209989e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44043 members 
Mstep: Class 2 contains 224064 members 
Entering Unmasked Estep 
Score: -32100146.000000 Penalty: 6199.574219
	Iteration 39Q: 3 clusters Score -3.210015e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42243 members 
Mstep: Class 2 contains 225864 members 
Entering Unmasked Estep 
Score: -32100244.000000 Penalty: 6199.574219
	Iteration 40F: 3 clusters Score -3.210024e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 227703 members 
Entering Unmasked Estep 
Score: -32100598.000000 Penalty: 6199.574219
	Iteration 41Q: 3 clusters Score -3.21006e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38590 members 
Mstep: Class 2 contains 229517 members 
Entering Unmasked Estep 
Score: -32101038.000000 Penalty: 6199.574219
	Iteration 42Q: 3 clusters Score -3.210104e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 231218 members 
Entering Unmasked Estep 
Score: -32101276.000000 Penalty: 6199.574219
	Iteration 43Q: 3 clusters Score -3.210128e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 232886 members 
Entering Unmasked Estep 
Score: -32101308.000000 Penalty: 6199.574219
	Iteration 44Q: 3 clusters Score -3.210131e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33662 members 
Mstep: Class 2 contains 234445 members 
Entering Unmasked Estep 
Score: -32101676.000000 Penalty: 6199.574219
	Iteration 45Q: 3 clusters Score -3.210168e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 235960 members 
Entering Unmasked Estep 
Score: -32101988.000000 Penalty: 6199.574219
	Iteration 46Q: 3 clusters Score -3.210199e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 237394 members 
Entering Unmasked Estep 
Score: -32102192.000000 Penalty: 6199.574219
	Iteration 47Q: 3 clusters Score -3.210219e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 238787 members 
Entering Unmasked Estep 
Score: -32102438.000000 Penalty: 6199.574219
	Iteration 48Q: 3 clusters Score -3.210244e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 240165 members 
Entering Unmasked Estep 
Score: -32102672.000000 Penalty: 6199.574219
	Iteration 49Q: 3 clusters Score -3.210267e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 241526 members 
Entering Unmasked Estep 
Score: -32102916.000000 Penalty: 6199.574219
	Iteration 50Q: 3 clusters Score -3.210292e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25336 members 
Mstep: Class 2 contains 242771 members 
Entering Unmasked Estep 
Score: -32103092.000000 Penalty: 6199.574219
	Iteration 51Q: 3 clusters Score -3.210309e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 244050 members 
Entering Unmasked Estep 
Score: -32103296.000000 Penalty: 6199.574219
	Iteration 52Q: 3 clusters Score -3.21033e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 245223 members 
Entering Unmasked Estep 
Score: -32103546.000000 Penalty: 6199.574219
	Iteration 53Q: 3 clusters Score -3.210355e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 246340 members 
Entering Unmasked Estep 
Score: -32103764.000000 Penalty: 6199.574219
	Iteration 54Q: 3 clusters Score -3.210376e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 247389 members 
Entering Unmasked Estep 
Score: -32103912.000000 Penalty: 6199.574219
	Iteration 55Q: 3 clusters Score -3.210391e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 248345 members 
Entering Unmasked Estep 
Score: -32104102.000000 Penalty: 6199.574219
	Iteration 56Q: 3 clusters Score -3.21041e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 249231 members 
Entering Unmasked Estep 
Score: -32104150.000000 Penalty: 6199.574219
	Iteration 57Q: 3 clusters Score -3.210415e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18046 members 
Mstep: Class 2 contains 250061 members 
Entering Unmasked Estep 
Score: -32104220.000000 Penalty: 6199.574219
	Iteration 58Q: 3 clusters Score -3.210422e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17248 members 
Mstep: Class 2 contains 250859 members 
Entering Unmasked Estep 
Score: -32104410.000000 Penalty: 6199.574219
	Iteration 59Q: 3 clusters Score -3.210441e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 251601 members 
Entering Unmasked Estep 
Score: -32104544.000000 Penalty: 6199.574219
	Iteration 60F: 3 clusters Score -3.210454e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 252295 members 
Entering Unmasked Estep 
Score: -32104788.000000 Penalty: 6199.574219
	Iteration 61Q: 3 clusters Score -3.210479e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 252965 members 
Entering Unmasked Estep 
Score: -32104810.000000 Penalty: 6199.574219
	Iteration 62Q: 3 clusters Score -3.210481e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 253575 members 
Entering Unmasked Estep 
Score: -32104898.000000 Penalty: 6199.574219
	Iteration 63Q: 3 clusters Score -3.21049e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 254149 members 
Entering Unmasked Estep 
Score: -32104938.000000 Penalty: 6199.574219
	Iteration 64Q: 3 clusters Score -3.210494e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 254727 members 
Entering Unmasked Estep 
Score: -32105074.000000 Penalty: 6199.574219
	Iteration 65Q: 3 clusters Score -3.210507e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 255304 members 
Entering Unmasked Estep 
Score: -32105286.000000 Penalty: 6199.574219
	Iteration 66Q: 3 clusters Score -3.210529e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 255866 members 
Entering Unmasked Estep 
Score: -32105334.000000 Penalty: 6199.574219
	Iteration 67Q: 3 clusters Score -3.210533e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 256392 members 
Entering Unmasked Estep 
Score: -32105410.000000 Penalty: 6199.574219
	Iteration 68Q: 3 clusters Score -3.210541e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 256905 members 
Entering Unmasked Estep 
Score: -32105504.000000 Penalty: 6199.574219
	Iteration 69Q: 3 clusters Score -3.21055e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 257393 members 
Entering Unmasked Estep 
Score: -32105474.000000 Penalty: 6199.574219
	Iteration 70Q: 3 clusters Score -3.210547e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 257858 members 
Entering Unmasked Estep 
Score: -32105568.000000 Penalty: 6199.574219
	Iteration 71Q: 3 clusters Score -3.210557e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 258297 members 
Entering Unmasked Estep 
Score: -32105694.000000 Penalty: 6199.574219
	Iteration 72Q: 3 clusters Score -3.210569e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 258725 members 
Entering Unmasked Estep 
Score: -32105766.000000 Penalty: 6199.574219
	Iteration 73Q: 3 clusters Score -3.210577e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 259127 members 
Entering Unmasked Estep 
Score: -32105800.000000 Penalty: 6199.574219
	Iteration 74Q: 3 clusters Score -3.21058e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 259491 members 
Entering Unmasked Estep 
Score: -32105840.000000 Penalty: 6199.574219
	Iteration 75Q: 3 clusters Score -3.210584e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 259809 members 
Entering Unmasked Estep 
Score: -32105886.000000 Penalty: 6199.574219
	Iteration 76Q: 3 clusters Score -3.210589e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 260124 members 
Entering Unmasked Estep 
Score: -32105910.000000 Penalty: 6199.574219
	Iteration 77Q: 3 clusters Score -3.210591e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 260407 members 
Entering Unmasked Estep 
Score: -32105938.000000 Penalty: 6199.574219
	Iteration 78Q: 3 clusters Score -3.210594e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 260672 members 
Entering Unmasked Estep 
Score: -32105976.000000 Penalty: 6199.574219
	Iteration 79Q: 3 clusters Score -3.210598e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7181 members 
Mstep: Class 2 contains 260926 members 
Entering Unmasked Estep 
Score: -32106060.000000 Penalty: 6199.574219
	Iteration 80F: 3 clusters Score -3.210606e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 261158 members 
Entering Unmasked Estep 
Score: -32106070.000000 Penalty: 6199.574219
	Iteration 81Q: 3 clusters Score -3.210607e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 261376 members 
Entering Unmasked Estep 
Score: -32106104.000000 Penalty: 6199.574219
	Iteration 82Q: 3 clusters Score -3.21061e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 261590 members 
Entering Unmasked Estep 
Score: -32106146.000000 Penalty: 6199.574219
	Iteration 83Q: 3 clusters Score -3.210615e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 261817 members 
Entering Unmasked Estep 
Score: -32106106.000000 Penalty: 6199.574219
	Iteration 84Q: 3 clusters Score -3.210611e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 262024 members 
Entering Unmasked Estep 
Score: -32106152.000000 Penalty: 6199.574219
	Iteration 85Q: 3 clusters Score -3.210615e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 262219 members 
Entering Unmasked Estep 
Score: -32106224.000000 Penalty: 6199.574219
	Iteration 86Q: 3 clusters Score -3.210622e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 262405 members 
Entering Unmasked Estep 
Score: -32106204.000000 Penalty: 6199.574219
	Iteration 87Q: 3 clusters Score -3.21062e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 262574 members 
Entering Unmasked Estep 
Score: -32106120.000000 Penalty: 6199.574219
	Iteration 88Q: 3 clusters Score -3.210612e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 262735 members 
Entering Unmasked Estep 
Score: -32106156.000000 Penalty: 6199.574219
	Iteration 89Q: 3 clusters Score -3.210616e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 262893 members 
Entering Unmasked Estep 
Score: -32106182.000000 Penalty: 6199.574219
	Iteration 90Q: 3 clusters Score -3.210618e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 263037 members 
Entering Unmasked Estep 
Score: -32106190.000000 Penalty: 6199.574219
	Iteration 91Q: 3 clusters Score -3.210619e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 263183 members 
Entering Unmasked Estep 
Score: -32106206.000000 Penalty: 6199.574219
	Iteration 92Q: 3 clusters Score -3.210621e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 263319 members 
Entering Unmasked Estep 
Score: -32106240.000000 Penalty: 6199.574219
	Iteration 93Q: 3 clusters Score -3.210624e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 263466 members 
Entering Unmasked Estep 
Score: -32106288.000000 Penalty: 6199.574219
	Iteration 94Q: 3 clusters Score -3.210629e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 263601 members 
Entering Unmasked Estep 
Score: -32106328.000000 Penalty: 6199.574219
	Iteration 95Q: 3 clusters Score -3.210633e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 263710 members 
Entering Unmasked Estep 
Score: -32106346.000000 Penalty: 6199.574219
	Iteration 96Q: 3 clusters Score -3.210635e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 263819 members 
Entering Unmasked Estep 
Score: -32106308.000000 Penalty: 6199.574219
	Iteration 97Q: 3 clusters Score -3.210631e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 263910 members 
Entering Unmasked Estep 
Score: -32106338.000000 Penalty: 6199.574219
	Iteration 98Q: 3 clusters Score -3.210634e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 264016 members 
Entering Unmasked Estep 
Score: -32106358.000000 Penalty: 6199.574219
	Iteration 99Q: 3 clusters Score -3.210636e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 264129 members 
Entering Unmasked Estep 
Score: -32106338.000000 Penalty: 6199.574219
	Iteration 100F: 3 clusters Score -3.210634e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 264236 members 
Entering Unmasked Estep 
Score: -32106326.000000 Penalty: 6199.574219
	Iteration 101Q: 3 clusters Score -3.210633e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 264327 members 
Entering Unmasked Estep 
Score: -32106358.000000 Penalty: 6199.574219
	Iteration 102Q: 3 clusters Score -3.210636e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 264416 members 
Entering Unmasked Estep 
Score: -32106372.000000 Penalty: 6199.574219
	Iteration 103Q: 3 clusters Score -3.210637e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 264500 members 
Entering Unmasked Estep 
Score: -32106410.000000 Penalty: 6199.574219
	Iteration 104Q: 3 clusters Score -3.210641e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 264591 members 
Entering Unmasked Estep 
Score: -32106362.000000 Penalty: 6199.574219
	Iteration 105Q: 3 clusters Score -3.210636e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 264691 members 
Entering Unmasked Estep 
Score: -32106348.000000 Penalty: 6199.574219
	Iteration 106Q: 3 clusters Score -3.210635e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 264767 members 
Entering Unmasked Estep 
Score: -32106384.000000 Penalty: 6199.574219
	Iteration 107Q: 3 clusters Score -3.210638e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 264850 members 
Entering Unmasked Estep 
Score: -32106380.000000 Penalty: 6199.574219
	Iteration 108Q: 3 clusters Score -3.210638e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 264915 members 
Entering Unmasked Estep 
Score: -32106386.000000 Penalty: 6199.574219
	Iteration 109Q: 3 clusters Score -3.210639e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 264980 members 
Entering Unmasked Estep 
Score: -32106404.000000 Penalty: 6199.574219
	Iteration 110Q: 3 clusters Score -3.21064e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 265032 members 
Entering Unmasked Estep 
Score: -32106420.000000 Penalty: 6199.574219
	Iteration 111Q: 3 clusters Score -3.210642e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 265070 members 
Entering Unmasked Estep 
Score: -32106420.000000 Penalty: 6199.574219
	Iteration 112Q: 3 clusters Score -3.210642e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 265117 members 
Entering Unmasked Estep 
Score: -32106424.000000 Penalty: 6199.574219
	Iteration 113Q: 3 clusters Score -3.210642e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 265147 members 
Entering Unmasked Estep 
Score: -32106402.000000 Penalty: 6199.574219
	Iteration 114Q: 3 clusters Score -3.21064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 265174 members 
Entering Unmasked Estep 
Score: -32106396.000000 Penalty: 6199.574219
	Iteration 115Q: 3 clusters Score -3.21064e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 265207 members 
Entering Unmasked Estep 
Score: -32106358.000000 Penalty: 6199.574219
	Iteration 116Q: 3 clusters Score -3.210636e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 265239 members 
Entering Unmasked Estep 
Score: -32106380.000000 Penalty: 6199.574219
	Iteration 117Q: 3 clusters Score -3.210638e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 265273 members 
Entering Unmasked Estep 
Score: -32106370.000000 Penalty: 6199.574219
	Iteration 118Q: 3 clusters Score -3.210637e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 265303 members 
Entering Unmasked Estep 
Score: -32106386.000000 Penalty: 6199.574219
	Iteration 119Q: 3 clusters Score -3.210639e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 265325 members 
Entering Unmasked Estep 
Score: -32106400.000000 Penalty: 6199.574219
	Iteration 120F: 3 clusters Score -3.21064e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 265356 members 
Entering Unmasked Estep 
Score: -32106396.000000 Penalty: 6199.574219
	Iteration 121Q: 3 clusters Score -3.21064e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 265380 members 
Entering Unmasked Estep 
Score: -32106428.000000 Penalty: 6199.574219
	Iteration 122Q: 3 clusters Score -3.210643e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 265400 members 
Entering Unmasked Estep 
Score: -32106436.000000 Penalty: 6199.574219
	Iteration 123Q: 3 clusters Score -3.210644e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 265418 members 
Entering Unmasked Estep 
Score: -32106458.000000 Penalty: 6199.574219
	Iteration 124Q: 3 clusters Score -3.210646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 265437 members 
Entering Unmasked Estep 
Score: -32106462.000000 Penalty: 6199.574219
	Iteration 125Q: 3 clusters Score -3.210646e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 265457 members 
Entering Unmasked Estep 
Score: -32106456.000000 Penalty: 6199.574219
	Iteration 126Q: 3 clusters Score -3.210646e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 265475 members 
Entering Unmasked Estep 
Score: -32106464.000000 Penalty: 6199.574219
	Iteration 127Q: 3 clusters Score -3.210646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 265492 members 
Entering Unmasked Estep 
Score: -32106442.000000 Penalty: 6199.574219
	Iteration 128Q: 3 clusters Score -3.210644e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 265503 members 
Entering Unmasked Estep 
Score: -32106424.000000 Penalty: 6199.574219
	Iteration 129Q: 3 clusters Score -3.210642e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 265514 members 
Entering Unmasked Estep 
Score: -32106454.000000 Penalty: 6199.574219
	Iteration 130Q: 3 clusters Score -3.210645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 265525 members 
Entering Unmasked Estep 
Score: -32106466.000000 Penalty: 6199.574219
	Iteration 131Q: 3 clusters Score -3.210647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 265537 members 
Entering Unmasked Estep 
Score: -32106476.000000 Penalty: 6199.574219
	Iteration 132Q: 3 clusters Score -3.210648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 265544 members 
Entering Unmasked Estep 
Score: -32106470.000000 Penalty: 6199.574219
	Iteration 133Q: 3 clusters Score -3.210647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 265553 members 
Entering Unmasked Estep 
Score: -32106466.000000 Penalty: 6199.574219
	Iteration 134Q: 3 clusters Score -3.210647e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 265563 members 
Entering Unmasked Estep 
Score: -32106458.000000 Penalty: 6199.574219
	Iteration 135Q: 3 clusters Score -3.210646e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 265577 members 
Entering Unmasked Estep 
Score: -32106488.000000 Penalty: 6199.574219
	Iteration 136Q: 3 clusters Score -3.210649e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 265588 members 
Entering Unmasked Estep 
Score: -32106480.000000 Penalty: 6199.574219
	Iteration 137Q: 3 clusters Score -3.210648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 265595 members 
Entering Unmasked Estep 
Score: -32106490.000000 Penalty: 6199.574219
	Iteration 138Q: 3 clusters Score -3.210649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 265606 members 
Entering Unmasked Estep 
Score: -32106498.000000 Penalty: 6199.574219
	Iteration 139Q: 3 clusters Score -3.21065e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 265614 members 
Entering Unmasked Estep 
Score: -32106486.000000 Penalty: 6199.574219
	Iteration 140F: 3 clusters Score -3.210649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 265619 members 
Entering Unmasked Estep 
Score: -32106496.000000 Penalty: 6199.574219
	Iteration 141Q: 3 clusters Score -3.21065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 265621 members 
Entering Unmasked Estep 
Score: -32106486.000000 Penalty: 6199.574219
	Iteration 142Q: 3 clusters Score -3.210649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 265623 members 
Entering Unmasked Estep 
Score: -32106500.000000 Penalty: 6199.574219
	Iteration 143Q: 3 clusters Score -3.21065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 265628 members 
Entering Unmasked Estep 
Score: -32106486.000000 Penalty: 6199.574219
	Iteration 144Q: 3 clusters Score -3.210649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 265633 members 
Entering Unmasked Estep 
Score: -32106492.000000 Penalty: 6199.574219
	Iteration 145Q: 3 clusters Score -3.210649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 265635 members 
Entering Unmasked Estep 
Score: -32106502.000000 Penalty: 6199.574219
	Iteration 146Q: 3 clusters Score -3.21065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 265636 members 
Entering Unmasked Estep 
Score: -32106492.000000 Penalty: 6199.574219
	Iteration 147Q: 3 clusters Score -3.210649e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 265637 members 
Entering Unmasked Estep 
Score: -32106500.000000 Penalty: 6199.574219
	Iteration 148Q: 3 clusters Score -3.21065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 265640 members 
Entering Unmasked Estep 
Score: -32106490.000000 Penalty: 6199.574219
	Iteration 149Q: 3 clusters Score -3.210649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 265641 members 
Entering Unmasked Estep 
Score: -32106496.000000 Penalty: 6199.574219
	Iteration 150Q: 3 clusters Score -3.21065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 265640 members 
Entering Unmasked Estep 
Score: -32106496.000000 Penalty: 6199.574219
	Iteration 151Q: 3 clusters Score -3.21065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 265640 members 
Entering Unmasked Estep 
Score: -32106496.000000 Penalty: 6199.574219
	Iteration 152F: 3 clusters Score -3.21065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -387520.218750 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -387520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -383960.750000 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -383960.8 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -384720.406250 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -384720.4 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -384965.812500 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -384965.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -385134.937500 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -385134.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -385265.093750 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -385265.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -385372.906250 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -385372.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -385461.375000 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -385461.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -385535.031250 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -385535 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -385610.468750 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -385610.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -385684.375000 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -385684.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -385741.031250 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -385741 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -385781.906250 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -385781.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -385822.281250 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -385822.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -385853.843750 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -385853.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -385886.031250 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -385886 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -385916.250000 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -385916.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -385934.093750 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -385934.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -385943.468750 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -385943.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -385951.750000 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -385951.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -385959.125000 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -385959.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -385965.000000 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -385965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -385971.250000 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -385971.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -385976.468750 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -385976.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -385978.968750 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -385979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -385983.031250 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -385983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -385987.125000 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -385987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -385990.031250 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -385990 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -385992.937500 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -385992.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -385994.562500 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -385994.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -385997.187500 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -385997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -385998.500000 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -385998.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -385998.468750 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -385998.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -386000.468750 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -386000.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -386004.125000 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -386004.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -386006.593750 Penalty: 4029.284668
	Iteration 34Q: 3 clusters Score -386006.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -386010.656250 Penalty: 4029.284668
	Iteration 35Q: 3 clusters Score -386010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -386012.093750 Penalty: 4029.284668
	Iteration 36Q: 3 clusters Score -386012.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -386012.343750 Penalty: 4029.284668
	Iteration 37Q: 3 clusters Score -386012.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -386013.593750 Penalty: 4029.284668
	Iteration 38Q: 3 clusters Score -386013.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -386013.593750 Penalty: 4029.284668
	Iteration 39F: 3 clusters Score -386013.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -294692.750000 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -294692.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -291755.875000 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -291755.9 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -293026.031250 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -293026 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -294261.406250 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -294261.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -295226.593750 Penalty: 3918.347900
	Iteration 3F: 3 clusters Score -295226.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -295562.093750 Penalty: 3918.347900
	Iteration 4F: 3 clusters Score -295562.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -295664.093750 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -295664.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -295694.687500 Penalty: 3918.347900
	Iteration 6Q: 3 clusters Score -295694.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -295704.562500 Penalty: 3918.347900
	Iteration 7Q: 3 clusters Score -295704.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -295707.968750 Penalty: 3918.347900
	Iteration 8Q: 3 clusters Score -295708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -295709.750000 Penalty: 3918.347900
	Iteration 9Q: 3 clusters Score -295709.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -295711.250000 Penalty: 3918.347900
	Iteration 10Q: 3 clusters Score -295711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -295711.250000 Penalty: 3918.347900
	Iteration 11F: 3 clusters Score -295711.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 48817 members 
Mstep: Class 5 contains 268107 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 463 members 
Mstep: Class 14 contains 174783 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166831 members 
Entering Unmasked Estep 
Score: -81104912.000000 Penalty: 26657.613281
Splitting cluster 13 changes total score from -81105240.000000 to -81104912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (174783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174783 members 
Entering Unmasked Estep 
Score: -21020158.000000 Penalty: 2993.682617
	Iteration 0F: 2 clusters Score -2.102016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87290 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -20906406.000000 Penalty: 5987.365234
	Iteration 0F: 3 clusters Score -2.090641e+07 nChanged 83710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87898 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -20955748.000000 Penalty: 5987.365234
	Iteration 1F: 3 clusters Score -2.095575e+07 nChanged 5292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88058 members 
Mstep: Class 2 contains 86725 members 
Entering Unmasked Estep 
Score: -20957182.000000 Penalty: 5987.365234
	Iteration 2Q: 3 clusters Score -2.095718e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88417 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -20959604.000000 Penalty: 5987.365234
	Iteration 3Q: 3 clusters Score -2.09596e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89113 members 
Mstep: Class 2 contains 85670 members 
Entering Unmasked Estep 
Score: -20963082.000000 Penalty: 5987.365234
	Iteration 4Q: 3 clusters Score -2.096308e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90566 members 
Mstep: Class 2 contains 84217 members 
Entering Unmasked Estep 
Score: -20968176.000000 Penalty: 5987.365234
	Iteration 5F: 3 clusters Score -2.096818e+07 nChanged 11161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93091 members 
Mstep: Class 2 contains 81692 members 
Entering Unmasked Estep 
Score: -20975550.000000 Penalty: 5987.365234
	Iteration 6F: 3 clusters Score -2.097555e+07 nChanged 12939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97054 members 
Mstep: Class 2 contains 77729 members 
Entering Unmasked Estep 
Score: -20986058.000000 Penalty: 5987.365234
	Iteration 7F: 3 clusters Score -2.098606e+07 nChanged 13060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101648 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -20997520.000000 Penalty: 5987.365234
	Iteration 8F: 3 clusters Score -2.099752e+07 nChanged 10598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105334 members 
Mstep: Class 2 contains 69449 members 
Entering Unmasked Estep 
Score: -21004398.000000 Penalty: 5987.365234
	Iteration 9F: 3 clusters Score -2.10044e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107680 members 
Mstep: Class 2 contains 67103 members 
Entering Unmasked Estep 
Score: -21006432.000000 Penalty: 5987.365234
	Iteration 10Q: 3 clusters Score -2.100643e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109593 members 
Mstep: Class 2 contains 65190 members 
Entering Unmasked Estep 
Score: -21007484.000000 Penalty: 5987.365234
	Iteration 11Q: 3 clusters Score -2.100748e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111356 members 
Mstep: Class 2 contains 63427 members 
Entering Unmasked Estep 
Score: -21008010.000000 Penalty: 5987.365234
	Iteration 12Q: 3 clusters Score -2.100801e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113100 members 
Mstep: Class 2 contains 61683 members 
Entering Unmasked Estep 
Score: -21008504.000000 Penalty: 5987.365234
	Iteration 13Q: 3 clusters Score -2.10085e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114815 members 
Mstep: Class 2 contains 59968 members 
Entering Unmasked Estep 
Score: -21009072.000000 Penalty: 5987.365234
	Iteration 14Q: 3 clusters Score -2.100907e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116516 members 
Mstep: Class 2 contains 58267 members 
Entering Unmasked Estep 
Score: -21009618.000000 Penalty: 5987.365234
	Iteration 15Q: 3 clusters Score -2.100962e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 56640 members 
Entering Unmasked Estep 
Score: -21009994.000000 Penalty: 5987.365234
	Iteration 16Q: 3 clusters Score -2.100999e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119712 members 
Mstep: Class 2 contains 55071 members 
Entering Unmasked Estep 
Score: -21010328.000000 Penalty: 5987.365234
	Iteration 17Q: 3 clusters Score -2.101033e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121319 members 
Mstep: Class 2 contains 53464 members 
Entering Unmasked Estep 
Score: -21010720.000000 Penalty: 5987.365234
	Iteration 18Q: 3 clusters Score -2.101072e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122951 members 
Mstep: Class 2 contains 51832 members 
Entering Unmasked Estep 
Score: -21011058.000000 Penalty: 5987.365234
	Iteration 19Q: 3 clusters Score -2.101106e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124674 members 
Mstep: Class 2 contains 50109 members 
Entering Unmasked Estep 
Score: -21011500.000000 Penalty: 5987.365234
	Iteration 20F: 3 clusters Score -2.10115e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126412 members 
Mstep: Class 2 contains 48371 members 
Entering Unmasked Estep 
Score: -21011850.000000 Penalty: 5987.365234
	Iteration 21Q: 3 clusters Score -2.101185e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128112 members 
Mstep: Class 2 contains 46671 members 
Entering Unmasked Estep 
Score: -21012242.000000 Penalty: 5987.365234
	Iteration 22Q: 3 clusters Score -2.101224e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129863 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -21012512.000000 Penalty: 5987.365234
	Iteration 23Q: 3 clusters Score -2.101251e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131626 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -21012942.000000 Penalty: 5987.365234
	Iteration 24Q: 3 clusters Score -2.101294e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133312 members 
Mstep: Class 2 contains 41471 members 
Entering Unmasked Estep 
Score: -21013302.000000 Penalty: 5987.365234
	Iteration 25Q: 3 clusters Score -2.10133e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135003 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -21013686.000000 Penalty: 5987.365234
	Iteration 26Q: 3 clusters Score -2.101369e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136719 members 
Mstep: Class 2 contains 38064 members 
Entering Unmasked Estep 
Score: -21014086.000000 Penalty: 5987.365234
	Iteration 27Q: 3 clusters Score -2.101409e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138487 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -21014524.000000 Penalty: 5987.365234
	Iteration 28Q: 3 clusters Score -2.101452e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140286 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -21014886.000000 Penalty: 5987.365234
	Iteration 29Q: 3 clusters Score -2.101489e+07 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142023 members 
Mstep: Class 2 contains 32760 members 
Entering Unmasked Estep 
Score: -21015254.000000 Penalty: 5987.365234
	Iteration 30Q: 3 clusters Score -2.101525e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143712 members 
Mstep: Class 2 contains 31071 members 
Entering Unmasked Estep 
Score: -21015702.000000 Penalty: 5987.365234
	Iteration 31Q: 3 clusters Score -2.10157e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145390 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -21016090.000000 Penalty: 5987.365234
	Iteration 32Q: 3 clusters Score -2.101609e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147092 members 
Mstep: Class 2 contains 27691 members 
Entering Unmasked Estep 
Score: -21016624.000000 Penalty: 5987.365234
	Iteration 33Q: 3 clusters Score -2.101662e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148708 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -21016966.000000 Penalty: 5987.365234
	Iteration 34Q: 3 clusters Score -2.101697e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150249 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -21017170.000000 Penalty: 5987.365234
	Iteration 35Q: 3 clusters Score -2.101717e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151711 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -21017540.000000 Penalty: 5987.365234
	Iteration 36Q: 3 clusters Score -2.101754e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153122 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -21017814.000000 Penalty: 5987.365234
	Iteration 37Q: 3 clusters Score -2.101781e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154416 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -21017986.000000 Penalty: 5987.365234
	Iteration 38Q: 3 clusters Score -2.101799e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155567 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -21018102.000000 Penalty: 5987.365234
	Iteration 39Q: 3 clusters Score -2.10181e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156666 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -21018292.000000 Penalty: 5987.365234
	Iteration 40F: 3 clusters Score -2.101829e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157688 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -21018346.000000 Penalty: 5987.365234
	Iteration 41Q: 3 clusters Score -2.101835e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158598 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -21018294.000000 Penalty: 5987.365234
	Iteration 42Q: 3 clusters Score -2.101829e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159450 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -21018386.000000 Penalty: 5987.365234
	Iteration 43Q: 3 clusters Score -2.101839e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160206 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -21018328.000000 Penalty: 5987.365234
	Iteration 44Q: 3 clusters Score -2.101833e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160896 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -21018512.000000 Penalty: 5987.365234
	Iteration 45Q: 3 clusters Score -2.101851e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161565 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -21018522.000000 Penalty: 5987.365234
	Iteration 46Q: 3 clusters Score -2.101852e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162167 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -21018640.000000 Penalty: 5987.365234
	Iteration 47Q: 3 clusters Score -2.101864e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162745 members 
Mstep: Class 2 contains 12038 members 
Entering Unmasked Estep 
Score: -21018736.000000 Penalty: 5987.365234
	Iteration 48Q: 3 clusters Score -2.101874e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163233 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -21018752.000000 Penalty: 5987.365234
	Iteration 49Q: 3 clusters Score -2.101875e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163710 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -21018854.000000 Penalty: 5987.365234
	Iteration 50Q: 3 clusters Score -2.101885e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164142 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -21018902.000000 Penalty: 5987.365234
	Iteration 51Q: 3 clusters Score -2.10189e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164553 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -21019016.000000 Penalty: 5987.365234
	Iteration 52Q: 3 clusters Score -2.101902e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164943 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -21019128.000000 Penalty: 5987.365234
	Iteration 53Q: 3 clusters Score -2.101913e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165320 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -21019120.000000 Penalty: 5987.365234
	Iteration 54Q: 3 clusters Score -2.101912e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165671 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -21019084.000000 Penalty: 5987.365234
	Iteration 55Q: 3 clusters Score -2.101908e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165990 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -21019104.000000 Penalty: 5987.365234
	Iteration 56Q: 3 clusters Score -2.10191e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166289 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -21019088.000000 Penalty: 5987.365234
	Iteration 57Q: 3 clusters Score -2.101909e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -21019178.000000 Penalty: 5987.365234
	Iteration 58Q: 3 clusters Score -2.101918e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166841 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -21019174.000000 Penalty: 5987.365234
	Iteration 59Q: 3 clusters Score -2.101917e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167069 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -21019248.000000 Penalty: 5987.365234
	Iteration 60F: 3 clusters Score -2.101925e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167301 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -21019262.000000 Penalty: 5987.365234
	Iteration 61Q: 3 clusters Score -2.101926e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167500 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -21019258.000000 Penalty: 5987.365234
	Iteration 62Q: 3 clusters Score -2.101926e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167693 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -21019312.000000 Penalty: 5987.365234
	Iteration 63Q: 3 clusters Score -2.101931e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167864 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -21019344.000000 Penalty: 5987.365234
	Iteration 64Q: 3 clusters Score -2.101934e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168031 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -21019336.000000 Penalty: 5987.365234
	Iteration 65Q: 3 clusters Score -2.101934e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168182 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -21019330.000000 Penalty: 5987.365234
	Iteration 66Q: 3 clusters Score -2.101933e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168325 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -21019386.000000 Penalty: 5987.365234
	Iteration 67Q: 3 clusters Score -2.101939e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168462 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -21019410.000000 Penalty: 5987.365234
	Iteration 68Q: 3 clusters Score -2.101941e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168583 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -21019412.000000 Penalty: 5987.365234
	Iteration 69Q: 3 clusters Score -2.101941e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168694 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -21019436.000000 Penalty: 5987.365234
	Iteration 70Q: 3 clusters Score -2.101944e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168813 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -21019450.000000 Penalty: 5987.365234
	Iteration 71Q: 3 clusters Score -2.101945e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168930 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -21019462.000000 Penalty: 5987.365234
	Iteration 72Q: 3 clusters Score -2.101946e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169026 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -21019440.000000 Penalty: 5987.365234
	Iteration 73Q: 3 clusters Score -2.101944e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169102 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -21019440.000000 Penalty: 5987.365234
	Iteration 74Q: 3 clusters Score -2.101944e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169179 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -21019468.000000 Penalty: 5987.365234
	Iteration 75Q: 3 clusters Score -2.101947e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169259 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -21019472.000000 Penalty: 5987.365234
	Iteration 76Q: 3 clusters Score -2.101947e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169325 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -21019528.000000 Penalty: 5987.365234
	Iteration 77Q: 3 clusters Score -2.101953e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169384 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -21019516.000000 Penalty: 5987.365234
	Iteration 78Q: 3 clusters Score -2.101952e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169438 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -21019512.000000 Penalty: 5987.365234
	Iteration 79Q: 3 clusters Score -2.101951e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169487 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -21019520.000000 Penalty: 5987.365234
	Iteration 80F: 3 clusters Score -2.101952e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169526 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -21019534.000000 Penalty: 5987.365234
	Iteration 81Q: 3 clusters Score -2.101953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -21019536.000000 Penalty: 5987.365234
	Iteration 82Q: 3 clusters Score -2.101954e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169591 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -21019538.000000 Penalty: 5987.365234
	Iteration 83Q: 3 clusters Score -2.101954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -21019522.000000 Penalty: 5987.365234
	Iteration 84Q: 3 clusters Score -2.101952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169642 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -21019526.000000 Penalty: 5987.365234
	Iteration 85Q: 3 clusters Score -2.101953e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169667 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -21019550.000000 Penalty: 5987.365234
	Iteration 86Q: 3 clusters Score -2.101955e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169695 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -21019568.000000 Penalty: 5987.365234
	Iteration 87Q: 3 clusters Score -2.101957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169712 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -21019548.000000 Penalty: 5987.365234
	Iteration 88Q: 3 clusters Score -2.101955e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169734 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -21019572.000000 Penalty: 5987.365234
	Iteration 89Q: 3 clusters Score -2.101957e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169759 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -21019556.000000 Penalty: 5987.365234
	Iteration 90Q: 3 clusters Score -2.101956e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169781 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -21019564.000000 Penalty: 5987.365234
	Iteration 91Q: 3 clusters Score -2.101956e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169802 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -21019548.000000 Penalty: 5987.365234
	Iteration 92Q: 3 clusters Score -2.101955e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169824 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -21019558.000000 Penalty: 5987.365234
	Iteration 93Q: 3 clusters Score -2.101956e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169849 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -21019538.000000 Penalty: 5987.365234
	Iteration 94Q: 3 clusters Score -2.101954e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169876 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -21019542.000000 Penalty: 5987.365234
	Iteration 95Q: 3 clusters Score -2.101954e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169904 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -21019522.000000 Penalty: 5987.365234
	Iteration 96Q: 3 clusters Score -2.101952e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169919 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -21019544.000000 Penalty: 5987.365234
	Iteration 97Q: 3 clusters Score -2.101954e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -21019524.000000 Penalty: 5987.365234
	Iteration 98Q: 3 clusters Score -2.101952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169955 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -21019524.000000 Penalty: 5987.365234
	Iteration 99Q: 3 clusters Score -2.101952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169966 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -21019504.000000 Penalty: 5987.365234
	Iteration 100F: 3 clusters Score -2.10195e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169976 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -21019516.000000 Penalty: 5987.365234
	Iteration 101Q: 3 clusters Score -2.101952e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169986 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -21019538.000000 Penalty: 5987.365234
	Iteration 102Q: 3 clusters Score -2.101954e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170005 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -21019522.000000 Penalty: 5987.365234
	Iteration 103Q: 3 clusters Score -2.101952e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170020 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -21019534.000000 Penalty: 5987.365234
	Iteration 104Q: 3 clusters Score -2.101953e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170036 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -21019526.000000 Penalty: 5987.365234
	Iteration 105Q: 3 clusters Score -2.101953e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170047 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -21019522.000000 Penalty: 5987.365234
	Iteration 106Q: 3 clusters Score -2.101952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170055 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -21019544.000000 Penalty: 5987.365234
	Iteration 107Q: 3 clusters Score -2.101954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170062 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -21019546.000000 Penalty: 5987.365234
	Iteration 108Q: 3 clusters Score -2.101955e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170070 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -21019538.000000 Penalty: 5987.365234
	Iteration 109Q: 3 clusters Score -2.101954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170081 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -21019532.000000 Penalty: 5987.365234
	Iteration 110Q: 3 clusters Score -2.101953e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170090 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -21019518.000000 Penalty: 5987.365234
	Iteration 111Q: 3 clusters Score -2.101952e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170101 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -21019524.000000 Penalty: 5987.365234
	Iteration 112Q: 3 clusters Score -2.101952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170106 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -21019522.000000 Penalty: 5987.365234
	Iteration 113Q: 3 clusters Score -2.101952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170110 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -21019530.000000 Penalty: 5987.365234
	Iteration 114Q: 3 clusters Score -2.101953e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -21019522.000000 Penalty: 5987.365234
	Iteration 115Q: 3 clusters Score -2.101952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170111 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -21019522.000000 Penalty: 5987.365234
	Iteration 116F: 3 clusters Score -2.101952e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Entering Unmasked Estep 
Score: -2379557.750000 Penalty: 2453.321777
	Iteration 0F: 2 clusters Score -2379558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -2365607.750000 Penalty: 4906.643555
	Iteration 0F: 3 clusters Score -2365608 nChanged 8786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2370373.750000 Penalty: 4906.643555
	Iteration 1F: 3 clusters Score -2370374 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -2370875.250000 Penalty: 4906.643555
	Iteration 2F: 3 clusters Score -2370875 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8230 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2371369.250000 Penalty: 4906.643555
	Iteration 3Q: 3 clusters Score -2371369 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2371878.500000 Penalty: 4906.643555
	Iteration 4Q: 3 clusters Score -2371878 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 12496 members 
Entering Unmasked Estep 
Score: -2372418.750000 Penalty: 4906.643555
	Iteration 5Q: 3 clusters Score -2372419 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2372947.250000 Penalty: 4906.643555
	Iteration 6Q: 3 clusters Score -2372947 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2373432.000000 Penalty: 4906.643555
	Iteration 7Q: 3 clusters Score -2373432 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2373936.500000 Penalty: 4906.643555
	Iteration 8Q: 3 clusters Score -2373936 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -2374401.750000 Penalty: 4906.643555
	Iteration 9Q: 3 clusters Score -2374402 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -2374889.000000 Penalty: 4906.643555
	Iteration 10Q: 3 clusters Score -2374889 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2375337.250000 Penalty: 4906.643555
	Iteration 11Q: 3 clusters Score -2375337 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -2375755.500000 Penalty: 4906.643555
	Iteration 12Q: 3 clusters Score -2375756 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2376092.500000 Penalty: 4906.643555
	Iteration 13Q: 3 clusters Score -2376092 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2376390.500000 Penalty: 4906.643555
	Iteration 14Q: 3 clusters Score -2376390 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 18049 members 
Entering Unmasked Estep 
Score: -2376665.000000 Penalty: 4906.643555
	Iteration 15Q: 3 clusters Score -2376665 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -2376876.250000 Penalty: 4906.643555
	Iteration 16Q: 3 clusters Score -2376876 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -2377054.000000 Penalty: 4906.643555
	Iteration 17Q: 3 clusters Score -2377054 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2377164.500000 Penalty: 4906.643555
	Iteration 18Q: 3 clusters Score -2377164 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2377247.250000 Penalty: 4906.643555
	Iteration 19Q: 3 clusters Score -2377247 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2377319.500000 Penalty: 4906.643555
	Iteration 20F: 3 clusters Score -2377320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2377364.000000 Penalty: 4906.643555
	Iteration 21Q: 3 clusters Score -2377364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2377390.750000 Penalty: 4906.643555
	Iteration 22Q: 3 clusters Score -2377391 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2377412.000000 Penalty: 4906.643555
	Iteration 23Q: 3 clusters Score -2377412 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -2377423.250000 Penalty: 4906.643555
	Iteration 24Q: 3 clusters Score -2377423 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 19083 members 
Entering Unmasked Estep 
Score: -2377436.000000 Penalty: 4906.643555
	Iteration 25Q: 3 clusters Score -2377436 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2377444.750000 Penalty: 4906.643555
	Iteration 26Q: 3 clusters Score -2377445 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -2377455.000000 Penalty: 4906.643555
	Iteration 27Q: 3 clusters Score -2377455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -2377474.750000 Penalty: 4906.643555
	Iteration 28Q: 3 clusters Score -2377475 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2377493.000000 Penalty: 4906.643555
	Iteration 29Q: 3 clusters Score -2377493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2377498.750000 Penalty: 4906.643555
	Iteration 30Q: 3 clusters Score -2377499 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2377511.000000 Penalty: 4906.643555
	Iteration 31Q: 3 clusters Score -2377511 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 19172 members 
Entering Unmasked Estep 
Score: -2377514.750000 Penalty: 4906.643555
	Iteration 32Q: 3 clusters Score -2377515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2377523.250000 Penalty: 4906.643555
	Iteration 33Q: 3 clusters Score -2377523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2377531.750000 Penalty: 4906.643555
	Iteration 34Q: 3 clusters Score -2377532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -2377537.500000 Penalty: 4906.643555
	Iteration 35Q: 3 clusters Score -2377538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2377541.000000 Penalty: 4906.643555
	Iteration 36Q: 3 clusters Score -2377541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -2377543.500000 Penalty: 4906.643555
	Iteration 37Q: 3 clusters Score -2377544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2377542.000000 Penalty: 4906.643555
	Iteration 38Q: 3 clusters Score -2377542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19194 members 
Entering Unmasked Estep 
Score: -2377542.000000 Penalty: 4906.643555
	Iteration 39F: 3 clusters Score -2377542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166831 members 
Entering Unmasked Estep 
Score: -20169770.000000 Penalty: 2982.134521
	Iteration 0F: 2 clusters Score -2.016977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83470 members 
Mstep: Class 2 contains 83361 members 
Entering Unmasked Estep 
Score: -20061846.000000 Penalty: 5964.269043
	Iteration 0F: 3 clusters Score -2.006185e+07 nChanged 80161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84385 members 
Mstep: Class 2 contains 82446 members 
Entering Unmasked Estep 
Score: -20108474.000000 Penalty: 5964.269043
	Iteration 1F: 3 clusters Score -2.010847e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84601 members 
Mstep: Class 2 contains 82230 members 
Entering Unmasked Estep 
Score: -20109598.000000 Penalty: 5964.269043
	Iteration 2Q: 3 clusters Score -2.01096e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84822 members 
Mstep: Class 2 contains 82009 members 
Entering Unmasked Estep 
Score: -20110948.000000 Penalty: 5964.269043
	Iteration 3Q: 3 clusters Score -2.011095e+07 nChanged 5928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85044 members 
Mstep: Class 2 contains 81787 members 
Entering Unmasked Estep 
Score: -20113364.000000 Penalty: 5964.269043
	Iteration 4Q: 3 clusters Score -2.011336e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85087 members 
Mstep: Class 2 contains 81744 members 
Entering Unmasked Estep 
Score: -20117078.000000 Penalty: 5964.269043
	Iteration 5Q: 3 clusters Score -2.011708e+07 nChanged 8784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84553 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -20122258.000000 Penalty: 5964.269043
	Iteration 6F: 3 clusters Score -2.012226e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83324 members 
Mstep: Class 2 contains 83507 members 
Entering Unmasked Estep 
Score: -20129956.000000 Penalty: 5964.269043
	Iteration 7F: 3 clusters Score -2.012996e+07 nChanged 11735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 85452 members 
Entering Unmasked Estep 
Score: -20138902.000000 Penalty: 5964.269043
	Iteration 8F: 3 clusters Score -2.01389e+07 nChanged 11026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 87506 members 
Entering Unmasked Estep 
Score: -20146058.000000 Penalty: 5964.269043
	Iteration 9F: 3 clusters Score -2.014606e+07 nChanged 8044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77585 members 
Mstep: Class 2 contains 89246 members 
Entering Unmasked Estep 
Score: -20149432.000000 Penalty: 5964.269043
	Iteration 10Q: 3 clusters Score -2.014943e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75915 members 
Mstep: Class 2 contains 90916 members 
Entering Unmasked Estep 
Score: -20150736.000000 Penalty: 5964.269043
	Iteration 11Q: 3 clusters Score -2.015074e+07 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74307 members 
Mstep: Class 2 contains 92524 members 
Entering Unmasked Estep 
Score: -20151434.000000 Penalty: 5964.269043
	Iteration 12Q: 3 clusters Score -2.015143e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72635 members 
Mstep: Class 2 contains 94196 members 
Entering Unmasked Estep 
Score: -20152064.000000 Penalty: 5964.269043
	Iteration 13Q: 3 clusters Score -2.015206e+07 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70842 members 
Mstep: Class 2 contains 95989 members 
Entering Unmasked Estep 
Score: -20152766.000000 Penalty: 5964.269043
	Iteration 14Q: 3 clusters Score -2.015277e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 97834 members 
Entering Unmasked Estep 
Score: -20153482.000000 Penalty: 5964.269043
	Iteration 15Q: 3 clusters Score -2.015348e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67112 members 
Mstep: Class 2 contains 99719 members 
Entering Unmasked Estep 
Score: -20154154.000000 Penalty: 5964.269043
	Iteration 16Q: 3 clusters Score -2.015415e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65180 members 
Mstep: Class 2 contains 101651 members 
Entering Unmasked Estep 
Score: -20154860.000000 Penalty: 5964.269043
	Iteration 17Q: 3 clusters Score -2.015486e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63217 members 
Mstep: Class 2 contains 103614 members 
Entering Unmasked Estep 
Score: -20155664.000000 Penalty: 5964.269043
	Iteration 18Q: 3 clusters Score -2.015566e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61222 members 
Mstep: Class 2 contains 105609 members 
Entering Unmasked Estep 
Score: -20156276.000000 Penalty: 5964.269043
	Iteration 19Q: 3 clusters Score -2.015628e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 107704 members 
Entering Unmasked Estep 
Score: -20156930.000000 Penalty: 5964.269043
	Iteration 20F: 3 clusters Score -2.015693e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57102 members 
Mstep: Class 2 contains 109729 members 
Entering Unmasked Estep 
Score: -20157568.000000 Penalty: 5964.269043
	Iteration 21Q: 3 clusters Score -2.015757e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55038 members 
Mstep: Class 2 contains 111793 members 
Entering Unmasked Estep 
Score: -20158118.000000 Penalty: 5964.269043
	Iteration 22Q: 3 clusters Score -2.015812e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -20158676.000000 Penalty: 5964.269043
	Iteration 23Q: 3 clusters Score -2.015868e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 115764 members 
Entering Unmasked Estep 
Score: -20159128.000000 Penalty: 5964.269043
	Iteration 24Q: 3 clusters Score -2.015913e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 117778 members 
Entering Unmasked Estep 
Score: -20159496.000000 Penalty: 5964.269043
	Iteration 25Q: 3 clusters Score -2.01595e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47074 members 
Mstep: Class 2 contains 119757 members 
Entering Unmasked Estep 
Score: -20159956.000000 Penalty: 5964.269043
	Iteration 26Q: 3 clusters Score -2.015996e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 121700 members 
Entering Unmasked Estep 
Score: -20160376.000000 Penalty: 5964.269043
	Iteration 27Q: 3 clusters Score -2.016038e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43180 members 
Mstep: Class 2 contains 123651 members 
Entering Unmasked Estep 
Score: -20160894.000000 Penalty: 5964.269043
	Iteration 28Q: 3 clusters Score -2.016089e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41212 members 
Mstep: Class 2 contains 125619 members 
Entering Unmasked Estep 
Score: -20161370.000000 Penalty: 5964.269043
	Iteration 29Q: 3 clusters Score -2.016137e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39226 members 
Mstep: Class 2 contains 127605 members 
Entering Unmasked Estep 
Score: -20161908.000000 Penalty: 5964.269043
	Iteration 30Q: 3 clusters Score -2.016191e+07 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37255 members 
Mstep: Class 2 contains 129576 members 
Entering Unmasked Estep 
Score: -20162394.000000 Penalty: 5964.269043
	Iteration 31Q: 3 clusters Score -2.016239e+07 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 131509 members 
Entering Unmasked Estep 
Score: -20162878.000000 Penalty: 5964.269043
	Iteration 32Q: 3 clusters Score -2.016288e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33370 members 
Mstep: Class 2 contains 133461 members 
Entering Unmasked Estep 
Score: -20163408.000000 Penalty: 5964.269043
	Iteration 33Q: 3 clusters Score -2.016341e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31434 members 
Mstep: Class 2 contains 135397 members 
Entering Unmasked Estep 
Score: -20163746.000000 Penalty: 5964.269043
	Iteration 34Q: 3 clusters Score -2.016375e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 137333 members 
Entering Unmasked Estep 
Score: -20164290.000000 Penalty: 5964.269043
	Iteration 35Q: 3 clusters Score -2.016429e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 139225 members 
Entering Unmasked Estep 
Score: -20164746.000000 Penalty: 5964.269043
	Iteration 36Q: 3 clusters Score -2.016475e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25784 members 
Mstep: Class 2 contains 141047 members 
Entering Unmasked Estep 
Score: -20165236.000000 Penalty: 5964.269043
	Iteration 37Q: 3 clusters Score -2.016524e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 142855 members 
Entering Unmasked Estep 
Score: -20165740.000000 Penalty: 5964.269043
	Iteration 38Q: 3 clusters Score -2.016574e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 144628 members 
Entering Unmasked Estep 
Score: -20166266.000000 Penalty: 5964.269043
	Iteration 39Q: 3 clusters Score -2.016627e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 146379 members 
Entering Unmasked Estep 
Score: -20166836.000000 Penalty: 5964.269043
	Iteration 40F: 3 clusters Score -2.016684e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -20167208.000000 Penalty: 5964.269043
	Iteration 41Q: 3 clusters Score -2.016721e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 149708 members 
Entering Unmasked Estep 
Score: -20167666.000000 Penalty: 5964.269043
	Iteration 42Q: 3 clusters Score -2.016767e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 151151 members 
Entering Unmasked Estep 
Score: -20167870.000000 Penalty: 5964.269043
	Iteration 43Q: 3 clusters Score -2.016787e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 152475 members 
Entering Unmasked Estep 
Score: -20168146.000000 Penalty: 5964.269043
	Iteration 44Q: 3 clusters Score -2.016815e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 153651 members 
Entering Unmasked Estep 
Score: -20168404.000000 Penalty: 5964.269043
	Iteration 45Q: 3 clusters Score -2.01684e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 154741 members 
Entering Unmasked Estep 
Score: -20168658.000000 Penalty: 5964.269043
	Iteration 46Q: 3 clusters Score -2.016866e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 155712 members 
Entering Unmasked Estep 
Score: -20168876.000000 Penalty: 5964.269043
	Iteration 47Q: 3 clusters Score -2.016888e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 156588 members 
Entering Unmasked Estep 
Score: -20169070.000000 Penalty: 5964.269043
	Iteration 48Q: 3 clusters Score -2.016907e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 157351 members 
Entering Unmasked Estep 
Score: -20169126.000000 Penalty: 5964.269043
	Iteration 49Q: 3 clusters Score -2.016913e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 158041 members 
Entering Unmasked Estep 
Score: -20169096.000000 Penalty: 5964.269043
	Iteration 50Q: 3 clusters Score -2.01691e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 158657 members 
Entering Unmasked Estep 
Score: -20169070.000000 Penalty: 5964.269043
	Iteration 51Q: 3 clusters Score -2.016907e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 159205 members 
Entering Unmasked Estep 
Score: -20169184.000000 Penalty: 5964.269043
	Iteration 52Q: 3 clusters Score -2.016918e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 159674 members 
Entering Unmasked Estep 
Score: -20169198.000000 Penalty: 5964.269043
	Iteration 53Q: 3 clusters Score -2.01692e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 160129 members 
Entering Unmasked Estep 
Score: -20169160.000000 Penalty: 5964.269043
	Iteration 54Q: 3 clusters Score -2.016916e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 160563 members 
Entering Unmasked Estep 
Score: -20169196.000000 Penalty: 5964.269043
	Iteration 55Q: 3 clusters Score -2.01692e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 160931 members 
Entering Unmasked Estep 
Score: -20169158.000000 Penalty: 5964.269043
	Iteration 56Q: 3 clusters Score -2.016916e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 161235 members 
Entering Unmasked Estep 
Score: -20169162.000000 Penalty: 5964.269043
	Iteration 57Q: 3 clusters Score -2.016916e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 161513 members 
Entering Unmasked Estep 
Score: -20169166.000000 Penalty: 5964.269043
	Iteration 58Q: 3 clusters Score -2.016917e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 161738 members 
Entering Unmasked Estep 
Score: -20169126.000000 Penalty: 5964.269043
	Iteration 59Q: 3 clusters Score -2.016913e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 161940 members 
Entering Unmasked Estep 
Score: -20169092.000000 Penalty: 5964.269043
	Iteration 60F: 3 clusters Score -2.016909e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 162107 members 
Entering Unmasked Estep 
Score: -20169070.000000 Penalty: 5964.269043
	Iteration 61Q: 3 clusters Score -2.016907e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 162246 members 
Entering Unmasked Estep 
Score: -20169110.000000 Penalty: 5964.269043
	Iteration 62Q: 3 clusters Score -2.016911e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 162366 members 
Entering Unmasked Estep 
Score: -20169124.000000 Penalty: 5964.269043
	Iteration 63Q: 3 clusters Score -2.016912e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 162480 members 
Entering Unmasked Estep 
Score: -20169118.000000 Penalty: 5964.269043
	Iteration 64Q: 3 clusters Score -2.016912e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 162576 members 
Entering Unmasked Estep 
Score: -20169060.000000 Penalty: 5964.269043
	Iteration 65Q: 3 clusters Score -2.016906e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 162655 members 
Entering Unmasked Estep 
Score: -20169080.000000 Penalty: 5964.269043
	Iteration 66Q: 3 clusters Score -2.016908e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 162726 members 
Entering Unmasked Estep 
Score: -20169046.000000 Penalty: 5964.269043
	Iteration 67Q: 3 clusters Score -2.016905e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 162789 members 
Entering Unmasked Estep 
Score: -20169056.000000 Penalty: 5964.269043
	Iteration 68Q: 3 clusters Score -2.016906e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 162837 members 
Entering Unmasked Estep 
Score: -20169056.000000 Penalty: 5964.269043
	Iteration 69Q: 3 clusters Score -2.016906e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 162883 members 
Entering Unmasked Estep 
Score: -20169066.000000 Penalty: 5964.269043
	Iteration 70Q: 3 clusters Score -2.016907e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 162931 members 
Entering Unmasked Estep 
Score: -20169046.000000 Penalty: 5964.269043
	Iteration 71Q: 3 clusters Score -2.016905e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 162977 members 
Entering Unmasked Estep 
Score: -20169038.000000 Penalty: 5964.269043
	Iteration 72Q: 3 clusters Score -2.016904e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 163015 members 
Entering Unmasked Estep 
Score: -20169046.000000 Penalty: 5964.269043
	Iteration 73Q: 3 clusters Score -2.016905e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 163056 members 
Entering Unmasked Estep 
Score: -20169056.000000 Penalty: 5964.269043
	Iteration 74Q: 3 clusters Score -2.016906e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 163107 members 
Entering Unmasked Estep 
Score: -20169048.000000 Penalty: 5964.269043
	Iteration 75Q: 3 clusters Score -2.016905e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 163153 members 
Entering Unmasked Estep 
Score: -20169016.000000 Penalty: 5964.269043
	Iteration 76Q: 3 clusters Score -2.016902e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -20169016.000000 Penalty: 5964.269043
	Iteration 77Q: 3 clusters Score -2.016902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 163225 members 
Entering Unmasked Estep 
Score: -20169014.000000 Penalty: 5964.269043
	Iteration 78Q: 3 clusters Score -2.016901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -20169008.000000 Penalty: 5964.269043
	Iteration 79Q: 3 clusters Score -2.016901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 163293 members 
Entering Unmasked Estep 
Score: -20169008.000000 Penalty: 5964.269043
	Iteration 80F: 3 clusters Score -2.016901e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 163325 members 
Entering Unmasked Estep 
Score: -20169028.000000 Penalty: 5964.269043
	Iteration 81Q: 3 clusters Score -2.016903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 163342 members 
Entering Unmasked Estep 
Score: -20169032.000000 Penalty: 5964.269043
	Iteration 82Q: 3 clusters Score -2.016903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 163360 members 
Entering Unmasked Estep 
Score: -20169014.000000 Penalty: 5964.269043
	Iteration 83Q: 3 clusters Score -2.016901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 163372 members 
Entering Unmasked Estep 
Score: -20169026.000000 Penalty: 5964.269043
	Iteration 84Q: 3 clusters Score -2.016903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 163381 members 
Entering Unmasked Estep 
Score: -20169006.000000 Penalty: 5964.269043
	Iteration 85Q: 3 clusters Score -2.016901e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 163393 members 
Entering Unmasked Estep 
Score: -20168992.000000 Penalty: 5964.269043
	Iteration 86Q: 3 clusters Score -2.016899e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -20168984.000000 Penalty: 5964.269043
	Iteration 87Q: 3 clusters Score -2.016898e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 163407 members 
Entering Unmasked Estep 
Score: -20169010.000000 Penalty: 5964.269043
	Iteration 88Q: 3 clusters Score -2.016901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 163410 members 
Entering Unmasked Estep 
Score: -20168994.000000 Penalty: 5964.269043
	Iteration 89Q: 3 clusters Score -2.016899e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 163411 members 
Entering Unmasked Estep 
Score: -20169006.000000 Penalty: 5964.269043
	Iteration 90Q: 3 clusters Score -2.016901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 163411 members 
Entering Unmasked Estep 
Score: -20169006.000000 Penalty: 5964.269043
	Iteration 91F: 3 clusters Score -2.016901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48817 members 
Mstep: Class 5 contains 268107 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174783 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166831 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 199Q: 8 clusters Score -8.110525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48818 members 
Mstep: Class 5 contains 268100 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174781 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 23325.412109
Iteration 200F: 8 clusters Score -8.11052e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48818 members 
Mstep: Class 5 contains 268099 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174777 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166844 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 201Q: 8 clusters Score -8.110518e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48819 members 
Mstep: Class 5 contains 268103 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174771 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166845 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 202Q: 8 clusters Score -8.110522e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48820 members 
Mstep: Class 5 contains 268110 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174759 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166849 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 203Q: 8 clusters Score -8.110522e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48820 members 
Mstep: Class 5 contains 268119 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174753 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166847 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 204Q: 8 clusters Score -8.110527e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48819 members 
Mstep: Class 5 contains 268116 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174754 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166850 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 205Q: 8 clusters Score -8.110526e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48819 members 
Mstep: Class 5 contains 268113 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174755 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166852 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 206Q: 8 clusters Score -8.110525e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48816 members 
Mstep: Class 5 contains 268119 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174748 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166856 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 207Q: 8 clusters Score -8.110521e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48814 members 
Mstep: Class 5 contains 268119 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174749 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166857 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 208Q: 8 clusters Score -8.110518e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48814 members 
Mstep: Class 5 contains 268116 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174746 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166863 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 209Q: 8 clusters Score -8.110522e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48814 members 
Mstep: Class 5 contains 268108 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174755 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166862 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 210Q: 8 clusters Score -8.110527e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48813 members 
Mstep: Class 5 contains 268093 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174767 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166866 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 211Q: 8 clusters Score -8.110524e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48812 members 
Mstep: Class 5 contains 268081 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174773 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166873 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 212Q: 8 clusters Score -8.11052e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48810 members 
Mstep: Class 5 contains 268069 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174782 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166878 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 213Q: 8 clusters Score -8.110514e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48810 members 
Mstep: Class 5 contains 268071 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174784 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166874 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 214Q: 8 clusters Score -8.110517e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48807 members 
Mstep: Class 5 contains 268061 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174798 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166873 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 215Q: 8 clusters Score -8.110518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48806 members 
Mstep: Class 5 contains 268049 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174806 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166878 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 216Q: 8 clusters Score -8.110516e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48805 members 
Mstep: Class 5 contains 268049 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174802 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 217Q: 8 clusters Score -8.110517e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48804 members 
Mstep: Class 5 contains 268046 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174805 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166884 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 218Q: 8 clusters Score -8.110516e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48800 members 
Mstep: Class 5 contains 268042 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174812 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166885 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 219Q: 8 clusters Score -8.110518e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48800 members 
Mstep: Class 5 contains 268034 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174822 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166883 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 220F: 8 clusters Score -8.110518e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48799 members 
Mstep: Class 5 contains 268016 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174843 members 
Mstep: Class 17 contains 19779 members 
Mstep: Class 19 contains 166881 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 8 clusters Score -8.110524e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48796 members 
Mstep: Class 5 contains 268000 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174872 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166870 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 8 clusters Score -8.110528e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48794 members 
Mstep: Class 5 contains 267976 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174905 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166863 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 223Q: 8 clusters Score -8.110528e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48790 members 
Mstep: Class 5 contains 267960 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174931 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166857 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 8 clusters Score -8.110529e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48787 members 
Mstep: Class 5 contains 267943 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174960 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166848 members 
Entering Unmasked Estep 
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Iteration 225Q: 8 clusters Score -8.110525e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48785 members 
Mstep: Class 5 contains 267919 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 174995 members 
Mstep: Class 17 contains 19780 members 
Mstep: Class 19 contains 166839 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 226Q: 8 clusters Score -8.110519e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48783 members 
Mstep: Class 5 contains 267894 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175030 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105216.000000 Penalty: 23325.412109
Iteration 227Q: 8 clusters Score -8.110522e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48783 members 
Mstep: Class 5 contains 267875 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175056 members 
Mstep: Class 17 contains 19781 members 
Mstep: Class 19 contains 166823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 23325.412109
Iteration 228Q: 8 clusters Score -8.11052e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48782 members 
Mstep: Class 5 contains 267848 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175085 members 
Mstep: Class 17 contains 19782 members 
Mstep: Class 19 contains 166821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105224.000000 Penalty: 23325.412109
Iteration 229Q: 8 clusters Score -8.110522e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48775 members 
Mstep: Class 5 contains 267827 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175115 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105256.000000 Penalty: 23325.412109
Iteration 230Q: 8 clusters Score -8.110526e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48769 members 
Mstep: Class 5 contains 267810 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175146 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105288.000000 Penalty: 23325.412109
Iteration 231Q: 8 clusters Score -8.110529e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48763 members 
Mstep: Class 5 contains 267799 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175161 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166812 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105312.000000 Penalty: 23325.412109
Iteration 232Q: 8 clusters Score -8.110531e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48761 members 
Mstep: Class 5 contains 267776 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175187 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105248.000000 Penalty: 23325.412109
Iteration 233Q: 8 clusters Score -8.110525e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48758 members 
Mstep: Class 5 contains 267750 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175214 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 234Q: 8 clusters Score -8.110515e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48757 members 
Mstep: Class 5 contains 267732 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175239 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105128.000000 Penalty: 23325.412109
Iteration 235Q: 8 clusters Score -8.110513e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48757 members 
Mstep: Class 5 contains 267720 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175245 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 236Q: 8 clusters Score -8.110515e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48757 members 
Mstep: Class 5 contains 267695 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175268 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 237Q: 8 clusters Score -8.110515e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48754 members 
Mstep: Class 5 contains 267683 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175280 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166819 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105168.000000 Penalty: 23325.412109
Iteration 238Q: 8 clusters Score -8.110517e+07 nChanged 66
Entering ConstructFrom: 
Score: -81105168.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 2 (48750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Entering Unmasked Estep 
Score: -5706946.000000 Penalty: 2677.026123
	Iteration 0F: 2 clusters Score -5706946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -5674156.500000 Penalty: 5354.052246
	Iteration 0F: 3 clusters Score -5674156 nChanged 22441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 25287 members 
Entering Unmasked Estep 
Score: -5686533.500000 Penalty: 5354.052246
	Iteration 1F: 3 clusters Score -5686534 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22928 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -5687108.500000 Penalty: 5354.052246
	Iteration 2Q: 3 clusters Score -5687108 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5687761.000000 Penalty: 5354.052246
	Iteration 3Q: 3 clusters Score -5687761 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 27604 members 
Entering Unmasked Estep 
Score: -5688502.000000 Penalty: 5354.052246
	Iteration 4Q: 3 clusters Score -5688502 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -5689453.000000 Penalty: 5354.052246
	Iteration 5Q: 3 clusters Score -5689453 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -5690707.500000 Penalty: 5354.052246
	Iteration 6F: 3 clusters Score -5690708 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -5692301.000000 Penalty: 5354.052246
	Iteration 7F: 3 clusters Score -5692301 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -5694163.500000 Penalty: 5354.052246
	Iteration 8F: 3 clusters Score -5694164 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 38211 members 
Entering Unmasked Estep 
Score: -5695994.500000 Penalty: 5354.052246
	Iteration 9F: 3 clusters Score -5695994 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 40588 members 
Entering Unmasked Estep 
Score: -5697804.500000 Penalty: 5354.052246
	Iteration 10F: 3 clusters Score -5697804 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -5699493.500000 Penalty: 5354.052246
	Iteration 11Q: 3 clusters Score -5699494 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 44315 members 
Entering Unmasked Estep 
Score: -5700974.000000 Penalty: 5354.052246
	Iteration 12Q: 3 clusters Score -5700974 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 45572 members 
Entering Unmasked Estep 
Score: -5702183.000000 Penalty: 5354.052246
	Iteration 13Q: 3 clusters Score -5702183 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -5702982.000000 Penalty: 5354.052246
	Iteration 14Q: 3 clusters Score -5702982 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -5703463.500000 Penalty: 5354.052246
	Iteration 15Q: 3 clusters Score -5703464 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -5703845.000000 Penalty: 5354.052246
	Iteration 16Q: 3 clusters Score -5703845 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 47631 members 
Entering Unmasked Estep 
Score: -5704085.000000 Penalty: 5354.052246
	Iteration 17Q: 3 clusters Score -5704085 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -5704243.500000 Penalty: 5354.052246
	Iteration 18Q: 3 clusters Score -5704244 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 47918 members 
Entering Unmasked Estep 
Score: -5704330.500000 Penalty: 5354.052246
	Iteration 19Q: 3 clusters Score -5704330 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -5704400.000000 Penalty: 5354.052246
	Iteration 20F: 3 clusters Score -5704400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 48072 members 
Entering Unmasked Estep 
Score: -5704453.500000 Penalty: 5354.052246
	Iteration 21Q: 3 clusters Score -5704454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 48113 members 
Entering Unmasked Estep 
Score: -5704488.500000 Penalty: 5354.052246
	Iteration 22Q: 3 clusters Score -5704488 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -5704512.500000 Penalty: 5354.052246
	Iteration 23Q: 3 clusters Score -5704512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 48149 members 
Entering Unmasked Estep 
Score: -5704525.000000 Penalty: 5354.052246
	Iteration 24Q: 3 clusters Score -5704525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 48164 members 
Entering Unmasked Estep 
Score: -5704534.000000 Penalty: 5354.052246
	Iteration 25Q: 3 clusters Score -5704534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 48179 members 
Entering Unmasked Estep 
Score: -5704545.500000 Penalty: 5354.052246
	Iteration 26Q: 3 clusters Score -5704546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -5704553.000000 Penalty: 5354.052246
	Iteration 27Q: 3 clusters Score -5704553 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 48198 members 
Entering Unmasked Estep 
Score: -5704562.000000 Penalty: 5354.052246
	Iteration 28Q: 3 clusters Score -5704562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -5704563.000000 Penalty: 5354.052246
	Iteration 29Q: 3 clusters Score -5704563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 48204 members 
Entering Unmasked Estep 
Score: -5704568.500000 Penalty: 5354.052246
	Iteration 30Q: 3 clusters Score -5704568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 48210 members 
Entering Unmasked Estep 
Score: -5704566.000000 Penalty: 5354.052246
	Iteration 31Q: 3 clusters Score -5704566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -5704567.000000 Penalty: 5354.052246
	Iteration 32Q: 3 clusters Score -5704567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -5704568.500000 Penalty: 5354.052246
	Iteration 33Q: 3 clusters Score -5704568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 48214 members 
Entering Unmasked Estep 
Score: -5704572.500000 Penalty: 5354.052246
	Iteration 34Q: 3 clusters Score -5704572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 48220 members 
Entering Unmasked Estep 
Score: -5704580.500000 Penalty: 5354.052246
	Iteration 35Q: 3 clusters Score -5704580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 48226 members 
Entering Unmasked Estep 
Score: -5704577.500000 Penalty: 5354.052246
	Iteration 36Q: 3 clusters Score -5704578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 48232 members 
Entering Unmasked Estep 
Score: -5704578.500000 Penalty: 5354.052246
	Iteration 37Q: 3 clusters Score -5704578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -5704580.500000 Penalty: 5354.052246
	Iteration 38Q: 3 clusters Score -5704580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 48240 members 
Entering Unmasked Estep 
Score: -5704583.000000 Penalty: 5354.052246
	Iteration 39Q: 3 clusters Score -5704583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 48243 members 
Entering Unmasked Estep 
Score: -5704584.500000 Penalty: 5354.052246
	Iteration 40F: 3 clusters Score -5704584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -5704586.000000 Penalty: 5354.052246
	Iteration 41Q: 3 clusters Score -5704586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 48245 members 
Entering Unmasked Estep 
Score: -5704590.000000 Penalty: 5354.052246
	Iteration 42Q: 3 clusters Score -5704590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 48246 members 
Entering Unmasked Estep 
Score: -5704590.000000 Penalty: 5354.052246
	Iteration 43Q: 3 clusters Score -5704590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -5704587.500000 Penalty: 5354.052246
	Iteration 44Q: 3 clusters Score -5704588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 48247 members 
Entering Unmasked Estep 
Score: -5704587.500000 Penalty: 5354.052246
	Iteration 45F: 3 clusters Score -5704588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (267658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267658 members 
Entering Unmasked Estep 
Score: -32054760.000000 Penalty: 3099.371338
	Iteration 0F: 2 clusters Score -3.205476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133481 members 
Mstep: Class 2 contains 134177 members 
Entering Unmasked Estep 
Score: -31882260.000000 Penalty: 6198.742676
	Iteration 0F: 3 clusters Score -3.188226e+07 nChanged 129652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127681 members 
Mstep: Class 2 contains 139977 members 
Entering Unmasked Estep 
Score: -31960522.000000 Penalty: 6198.742676
	Iteration 1F: 3 clusters Score -3.196052e+07 nChanged 8369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123450 members 
Mstep: Class 2 contains 144208 members 
Entering Unmasked Estep 
Score: -31963004.000000 Penalty: 6198.742676
	Iteration 2Q: 3 clusters Score -3.1963e+07 nChanged 9676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117130 members 
Mstep: Class 2 contains 150528 members 
Entering Unmasked Estep 
Score: -31966190.000000 Penalty: 6198.742676
	Iteration 3Q: 3 clusters Score -3.196619e+07 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107790 members 
Mstep: Class 2 contains 159868 members 
Entering Unmasked Estep 
Score: -31970992.000000 Penalty: 6198.742676
	Iteration 4Q: 3 clusters Score -3.197099e+07 nChanged 14884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94166 members 
Mstep: Class 2 contains 173492 members 
Entering Unmasked Estep 
Score: -31978794.000000 Penalty: 6198.742676
	Iteration 5F: 3 clusters Score -3.197879e+07 nChanged 19144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 192130 members 
Entering Unmasked Estep 
Score: -31991232.000000 Penalty: 6198.742676
	Iteration 6F: 3 clusters Score -3.199123e+07 nChanged 22499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 214461 members 
Entering Unmasked Estep 
Score: -32008048.000000 Penalty: 6198.742676
	Iteration 7F: 3 clusters Score -3.200805e+07 nChanged 21288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31965 members 
Mstep: Class 2 contains 235693 members 
Entering Unmasked Estep 
Score: -32025852.000000 Penalty: 6198.742676
	Iteration 8F: 3 clusters Score -3.202585e+07 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 251195 members 
Entering Unmasked Estep 
Score: -32038720.000000 Penalty: 6198.742676
	Iteration 9F: 3 clusters Score -3.203872e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 259662 members 
Entering Unmasked Estep 
Score: -32045936.000000 Penalty: 6198.742676
	Iteration 10Q: 3 clusters Score -3.204594e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 263631 members 
Entering Unmasked Estep 
Score: -32049326.000000 Penalty: 6198.742676
	Iteration 11Q: 3 clusters Score -3.204933e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 265379 members 
Entering Unmasked Estep 
Score: -32050820.000000 Penalty: 6198.742676
	Iteration 12Q: 3 clusters Score -3.205082e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 266109 members 
Entering Unmasked Estep 
Score: -32051424.000000 Penalty: 6198.742676
	Iteration 13Q: 3 clusters Score -3.205142e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 266410 members 
Entering Unmasked Estep 
Score: -32051752.000000 Penalty: 6198.742676
	Iteration 14Q: 3 clusters Score -3.205175e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 266565 members 
Entering Unmasked Estep 
Score: -32051932.000000 Penalty: 6198.742676
	Iteration 15Q: 3 clusters Score -3.205193e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 266659 members 
Entering Unmasked Estep 
Score: -32052042.000000 Penalty: 6198.742676
	Iteration 16Q: 3 clusters Score -3.205204e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 266721 members 
Entering Unmasked Estep 
Score: -32052146.000000 Penalty: 6198.742676
	Iteration 17Q: 3 clusters Score -3.205215e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 266758 members 
Entering Unmasked Estep 
Score: -32052212.000000 Penalty: 6198.742676
	Iteration 18Q: 3 clusters Score -3.205221e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 266786 members 
Entering Unmasked Estep 
Score: -32052336.000000 Penalty: 6198.742676
	Iteration 19Q: 3 clusters Score -3.205234e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 266819 members 
Entering Unmasked Estep 
Score: -32052356.000000 Penalty: 6198.742676
	Iteration 20F: 3 clusters Score -3.205236e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 266822 members 
Entering Unmasked Estep 
Score: -32052396.000000 Penalty: 6198.742676
	Iteration 21Q: 3 clusters Score -3.20524e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 266824 members 
Entering Unmasked Estep 
Score: -32052406.000000 Penalty: 6198.742676
	Iteration 22Q: 3 clusters Score -3.205241e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 266831 members 
Entering Unmasked Estep 
Score: -32052440.000000 Penalty: 6198.742676
	Iteration 23Q: 3 clusters Score -3.205244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 266837 members 
Entering Unmasked Estep 
Score: -32052450.000000 Penalty: 6198.742676
	Iteration 24Q: 3 clusters Score -3.205245e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 266839 members 
Entering Unmasked Estep 
Score: -32052436.000000 Penalty: 6198.742676
	Iteration 25Q: 3 clusters Score -3.205244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 266838 members 
Entering Unmasked Estep 
Score: -32052462.000000 Penalty: 6198.742676
	Iteration 26Q: 3 clusters Score -3.205246e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 266839 members 
Entering Unmasked Estep 
Score: -32052460.000000 Penalty: 6198.742676
	Iteration 27Q: 3 clusters Score -3.205246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 266839 members 
Entering Unmasked Estep 
Score: -32052472.000000 Penalty: 6198.742676
	Iteration 28Q: 3 clusters Score -3.205247e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 266842 members 
Entering Unmasked Estep 
Score: -32052498.000000 Penalty: 6198.742676
	Iteration 29Q: 3 clusters Score -3.20525e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 266846 members 
Entering Unmasked Estep 
Score: -32052488.000000 Penalty: 6198.742676
	Iteration 30Q: 3 clusters Score -3.205249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 266843 members 
Entering Unmasked Estep 
Score: -32052508.000000 Penalty: 6198.742676
	Iteration 31Q: 3 clusters Score -3.205251e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 266839 members 
Entering Unmasked Estep 
Score: -32052528.000000 Penalty: 6198.742676
	Iteration 32Q: 3 clusters Score -3.205253e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 266836 members 
Entering Unmasked Estep 
Score: -32052526.000000 Penalty: 6198.742676
	Iteration 33Q: 3 clusters Score -3.205253e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 266832 members 
Entering Unmasked Estep 
Score: -32052508.000000 Penalty: 6198.742676
	Iteration 34Q: 3 clusters Score -3.205251e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 266827 members 
Entering Unmasked Estep 
Score: -32052502.000000 Penalty: 6198.742676
	Iteration 35Q: 3 clusters Score -3.20525e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 266820 members 
Entering Unmasked Estep 
Score: -32052516.000000 Penalty: 6198.742676
	Iteration 36Q: 3 clusters Score -3.205252e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 266816 members 
Entering Unmasked Estep 
Score: -32052530.000000 Penalty: 6198.742676
	Iteration 37Q: 3 clusters Score -3.205253e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 266811 members 
Entering Unmasked Estep 
Score: -32052534.000000 Penalty: 6198.742676
	Iteration 38Q: 3 clusters Score -3.205253e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 266810 members 
Entering Unmasked Estep 
Score: -32052534.000000 Penalty: 6198.742676
	Iteration 39Q: 3 clusters Score -3.205253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 266808 members 
Entering Unmasked Estep 
Score: -32052548.000000 Penalty: 6198.742676
	Iteration 40F: 3 clusters Score -3.205255e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 266803 members 
Entering Unmasked Estep 
Score: -32052574.000000 Penalty: 6198.742676
	Iteration 41Q: 3 clusters Score -3.205257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 266803 members 
Entering Unmasked Estep 
Score: -32052558.000000 Penalty: 6198.742676
	Iteration 42Q: 3 clusters Score -3.205256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 266800 members 
Entering Unmasked Estep 
Score: -32052568.000000 Penalty: 6198.742676
	Iteration 43Q: 3 clusters Score -3.205257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 266796 members 
Entering Unmasked Estep 
Score: -32052572.000000 Penalty: 6198.742676
	Iteration 44Q: 3 clusters Score -3.205257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 266794 members 
Entering Unmasked Estep 
Score: -32052578.000000 Penalty: 6198.742676
	Iteration 45Q: 3 clusters Score -3.205258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 266792 members 
Entering Unmasked Estep 
Score: -32052574.000000 Penalty: 6198.742676
	Iteration 46Q: 3 clusters Score -3.205257e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 266790 members 
Entering Unmasked Estep 
Score: -32052582.000000 Penalty: 6198.742676
	Iteration 47Q: 3 clusters Score -3.205258e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 266787 members 
Entering Unmasked Estep 
Score: -32052582.000000 Penalty: 6198.742676
	Iteration 48Q: 3 clusters Score -3.205258e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 266787 members 
Entering Unmasked Estep 
Score: -32052572.000000 Penalty: 6198.742676
	Iteration 49Q: 3 clusters Score -3.205257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 266789 members 
Entering Unmasked Estep 
Score: -32052562.000000 Penalty: 6198.742676
	Iteration 50Q: 3 clusters Score -3.205256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 266791 members 
Entering Unmasked Estep 
Score: -32052582.000000 Penalty: 6198.742676
	Iteration 51Q: 3 clusters Score -3.205258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 266790 members 
Entering Unmasked Estep 
Score: -32052586.000000 Penalty: 6198.742676
	Iteration 52Q: 3 clusters Score -3.205259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 266790 members 
Entering Unmasked Estep 
Score: -32052580.000000 Penalty: 6198.742676
	Iteration 53Q: 3 clusters Score -3.205258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 266791 members 
Entering Unmasked Estep 
Score: -32052576.000000 Penalty: 6198.742676
	Iteration 54Q: 3 clusters Score -3.205258e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 266789 members 
Entering Unmasked Estep 
Score: -32052592.000000 Penalty: 6198.742676
	Iteration 55Q: 3 clusters Score -3.205259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 266790 members 
Entering Unmasked Estep 
Score: -32052586.000000 Penalty: 6198.742676
	Iteration 56Q: 3 clusters Score -3.205259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 266791 members 
Entering Unmasked Estep 
Score: -32052588.000000 Penalty: 6198.742676
	Iteration 57Q: 3 clusters Score -3.205259e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 266794 members 
Entering Unmasked Estep 
Score: -32052596.000000 Penalty: 6198.742676
	Iteration 58Q: 3 clusters Score -3.20526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 266794 members 
Entering Unmasked Estep 
Score: -32052574.000000 Penalty: 6198.742676
	Iteration 59Q: 3 clusters Score -3.205257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 266793 members 
Entering Unmasked Estep 
Score: -32052602.000000 Penalty: 6198.742676
	Iteration 60F: 3 clusters Score -3.20526e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 266795 members 
Entering Unmasked Estep 
Score: -32052592.000000 Penalty: 6198.742676
	Iteration 61Q: 3 clusters Score -3.205259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 266796 members 
Entering Unmasked Estep 
Score: -32052584.000000 Penalty: 6198.742676
	Iteration 62Q: 3 clusters Score -3.205258e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 266797 members 
Entering Unmasked Estep 
Score: -32052602.000000 Penalty: 6198.742676
	Iteration 63Q: 3 clusters Score -3.20526e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 266796 members 
Entering Unmasked Estep 
Score: -32052606.000000 Penalty: 6198.742676
	Iteration 64Q: 3 clusters Score -3.205261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 266795 members 
Entering Unmasked Estep 
Score: -32052610.000000 Penalty: 6198.742676
	Iteration 65Q: 3 clusters Score -3.205261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 266794 members 
Entering Unmasked Estep 
Score: -32052594.000000 Penalty: 6198.742676
	Iteration 66Q: 3 clusters Score -3.205259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 266792 members 
Entering Unmasked Estep 
Score: -32052596.000000 Penalty: 6198.742676
	Iteration 67Q: 3 clusters Score -3.20526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 266792 members 
Entering Unmasked Estep 
Score: -32052596.000000 Penalty: 6198.742676
	Iteration 68F: 3 clusters Score -3.20526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -387520.218750 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -387520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -384034.062500 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -384034.1 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -384752.062500 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -384752.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -384965.062500 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -384965.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -385152.625000 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -385152.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -385282.031250 Penalty: 4029.284668
	Iteration 4F: 3 clusters Score -385282 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -385376.656250 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -385376.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -385458.781250 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -385458.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -385546.093750 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -385546.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -385609.687500 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -385609.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -385658.031250 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -385658 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -385690.437500 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -385690.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -385717.656250 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -385717.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -385739.250000 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -385739.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -385753.218750 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -385753.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -385764.937500 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -385764.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -385770.406250 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -385770.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -385777.187500 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -385777.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -385782.625000 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -385782.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -385786.406250 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -385786.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -385790.875000 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -385790.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -385796.625000 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -385796.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -385805.187500 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -385805.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -385811.406250 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -385811.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -385814.781250 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -385814.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -385815.781250 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -385815.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -385818.437500 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -385818.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -385819.718750 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -385819.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -385821.718750 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -385821.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -385823.281250 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -385823.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -385824.906250 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -385824.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -385827.812500 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -385827.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -385832.406250 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -385832.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -385834.687500 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -385834.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -385836.125000 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -385836.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -385835.812500 Penalty: 4029.284668
	Iteration 34Q: 3 clusters Score -385835.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -385837.250000 Penalty: 4029.284668
	Iteration 35Q: 3 clusters Score -385837.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -385841.468750 Penalty: 4029.284668
	Iteration 36Q: 3 clusters Score -385841.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -385845.312500 Penalty: 4029.284668
	Iteration 37Q: 3 clusters Score -385845.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -385849.156250 Penalty: 4029.284668
	Iteration 38Q: 3 clusters Score -385849.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -385851.218750 Penalty: 4029.284668
	Iteration 39Q: 3 clusters Score -385851.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -385854.250000 Penalty: 4029.284668
	Iteration 40F: 3 clusters Score -385854.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -385856.968750 Penalty: 4029.284668
	Iteration 41Q: 3 clusters Score -385857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -385857.781250 Penalty: 4029.284668
	Iteration 42Q: 3 clusters Score -385857.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -385859.031250 Penalty: 4029.284668
	Iteration 43Q: 3 clusters Score -385859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -385859.031250 Penalty: 4029.284668
	Iteration 44F: 3 clusters Score -385859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Entering Unmasked Estep 
Score: -294576.718750 Penalty: 1959.082153
	Iteration 0F: 2 clusters Score -294576.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -291626.843750 Penalty: 3918.164307
	Iteration 0F: 3 clusters Score -291626.8 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -292442.656250 Penalty: 3918.164307
	Iteration 1F: 3 clusters Score -292442.7 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -292808.218750 Penalty: 3918.164307
	Iteration 2F: 3 clusters Score -292808.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -293221.593750 Penalty: 3918.164307
	Iteration 3F: 3 clusters Score -293221.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -293998.843750 Penalty: 3918.164307
	Iteration 4F: 3 clusters Score -293998.8 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -294799.375000 Penalty: 3918.164307
	Iteration 5F: 3 clusters Score -294799.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -295297.000000 Penalty: 3918.164307
	Iteration 6F: 3 clusters Score -295297 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -295463.125000 Penalty: 3918.164307
	Iteration 7Q: 3 clusters Score -295463.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -295547.500000 Penalty: 3918.164307
	Iteration 8Q: 3 clusters Score -295547.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -295572.625000 Penalty: 3918.164307
	Iteration 9Q: 3 clusters Score -295572.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -295578.281250 Penalty: 3918.164307
	Iteration 10Q: 3 clusters Score -295578.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -295581.062500 Penalty: 3918.164307
	Iteration 11Q: 3 clusters Score -295581.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -295583.062500 Penalty: 3918.164307
	Iteration 12Q: 3 clusters Score -295583.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -295583.687500 Penalty: 3918.164307
	Iteration 13Q: 3 clusters Score -295583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -295583.687500 Penalty: 3918.164307
	Iteration 14F: 3 clusters Score -295583.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 48750 members 
Mstep: Class 5 contains 267658 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2267 members 
Mstep: Class 14 contains 175312 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166815 members 
Entering Unmasked Estep 
Score: -81104856.000000 Penalty: 26657.613281
Splitting cluster 13 changes total score from -81105168.000000 to -81104856.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (175312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175312 members 
Entering Unmasked Estep 
Score: -21084136.000000 Penalty: 2994.432129
	Iteration 0F: 2 clusters Score -2.108414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87653 members 
Mstep: Class 2 contains 87659 members 
Entering Unmasked Estep 
Score: -20970456.000000 Penalty: 5988.864258
	Iteration 0F: 3 clusters Score -2.097046e+07 nChanged 83916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86405 members 
Mstep: Class 2 contains 88907 members 
Entering Unmasked Estep 
Score: -21019192.000000 Penalty: 5988.864258
	Iteration 1F: 3 clusters Score -2.101919e+07 nChanged 5208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85887 members 
Mstep: Class 2 contains 89425 members 
Entering Unmasked Estep 
Score: -21020578.000000 Penalty: 5988.864258
	Iteration 2Q: 3 clusters Score -2.102058e+07 nChanged 5742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85227 members 
Mstep: Class 2 contains 90085 members 
Entering Unmasked Estep 
Score: -21022194.000000 Penalty: 5988.864258
	Iteration 3Q: 3 clusters Score -2.102219e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84307 members 
Mstep: Class 2 contains 91005 members 
Entering Unmasked Estep 
Score: -21024440.000000 Penalty: 5988.864258
	Iteration 4Q: 3 clusters Score -2.102444e+07 nChanged 7322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83133 members 
Mstep: Class 2 contains 92179 members 
Entering Unmasked Estep 
Score: -21027420.000000 Penalty: 5988.864258
	Iteration 5Q: 3 clusters Score -2.102742e+07 nChanged 8124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81815 members 
Mstep: Class 2 contains 93497 members 
Entering Unmasked Estep 
Score: -21031422.000000 Penalty: 5988.864258
	Iteration 6Q: 3 clusters Score -2.103142e+07 nChanged 8923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80554 members 
Mstep: Class 2 contains 94758 members 
Entering Unmasked Estep 
Score: -21036286.000000 Penalty: 5988.864258
	Iteration 7F: 3 clusters Score -2.103629e+07 nChanged 10006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79676 members 
Mstep: Class 2 contains 95636 members 
Entering Unmasked Estep 
Score: -21042878.000000 Penalty: 5988.864258
	Iteration 8F: 3 clusters Score -2.104288e+07 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 96059 members 
Entering Unmasked Estep 
Score: -21050458.000000 Penalty: 5988.864258
	Iteration 9F: 3 clusters Score -2.105046e+07 nChanged 10732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 95901 members 
Entering Unmasked Estep 
Score: -21057386.000000 Penalty: 5988.864258
	Iteration 10F: 3 clusters Score -2.105739e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 95746 members 
Entering Unmasked Estep 
Score: -21061626.000000 Penalty: 5988.864258
	Iteration 11Q: 3 clusters Score -2.106163e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79604 members 
Mstep: Class 2 contains 95708 members 
Entering Unmasked Estep 
Score: -21063290.000000 Penalty: 5988.864258
	Iteration 12Q: 3 clusters Score -2.106329e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79713 members 
Mstep: Class 2 contains 95599 members 
Entering Unmasked Estep 
Score: -21063928.000000 Penalty: 5988.864258
	Iteration 13Q: 3 clusters Score -2.106393e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79951 members 
Mstep: Class 2 contains 95361 members 
Entering Unmasked Estep 
Score: -21064344.000000 Penalty: 5988.864258
	Iteration 14Q: 3 clusters Score -2.106434e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80172 members 
Mstep: Class 2 contains 95140 members 
Entering Unmasked Estep 
Score: -21064622.000000 Penalty: 5988.864258
	Iteration 15Q: 3 clusters Score -2.106462e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80499 members 
Mstep: Class 2 contains 94813 members 
Entering Unmasked Estep 
Score: -21064770.000000 Penalty: 5988.864258
	Iteration 16Q: 3 clusters Score -2.106477e+07 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80842 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -21065100.000000 Penalty: 5988.864258
	Iteration 17Q: 3 clusters Score -2.10651e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81196 members 
Mstep: Class 2 contains 94116 members 
Entering Unmasked Estep 
Score: -21065384.000000 Penalty: 5988.864258
	Iteration 18Q: 3 clusters Score -2.106538e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 93692 members 
Entering Unmasked Estep 
Score: -21065652.000000 Penalty: 5988.864258
	Iteration 19Q: 3 clusters Score -2.106565e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -21065890.000000 Penalty: 5988.864258
	Iteration 20F: 3 clusters Score -2.106589e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82654 members 
Mstep: Class 2 contains 92658 members 
Entering Unmasked Estep 
Score: -21066106.000000 Penalty: 5988.864258
	Iteration 21Q: 3 clusters Score -2.106611e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83309 members 
Mstep: Class 2 contains 92003 members 
Entering Unmasked Estep 
Score: -21066432.000000 Penalty: 5988.864258
	Iteration 22Q: 3 clusters Score -2.106643e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 91244 members 
Entering Unmasked Estep 
Score: -21066856.000000 Penalty: 5988.864258
	Iteration 23Q: 3 clusters Score -2.106686e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84897 members 
Mstep: Class 2 contains 90415 members 
Entering Unmasked Estep 
Score: -21067122.000000 Penalty: 5988.864258
	Iteration 24Q: 3 clusters Score -2.106712e+07 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85746 members 
Mstep: Class 2 contains 89566 members 
Entering Unmasked Estep 
Score: -21067428.000000 Penalty: 5988.864258
	Iteration 25Q: 3 clusters Score -2.106743e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86641 members 
Mstep: Class 2 contains 88671 members 
Entering Unmasked Estep 
Score: -21067628.000000 Penalty: 5988.864258
	Iteration 26Q: 3 clusters Score -2.106763e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87548 members 
Mstep: Class 2 contains 87764 members 
Entering Unmasked Estep 
Score: -21067850.000000 Penalty: 5988.864258
	Iteration 27Q: 3 clusters Score -2.106785e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88493 members 
Mstep: Class 2 contains 86819 members 
Entering Unmasked Estep 
Score: -21068106.000000 Penalty: 5988.864258
	Iteration 28Q: 3 clusters Score -2.106811e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89497 members 
Mstep: Class 2 contains 85815 members 
Entering Unmasked Estep 
Score: -21068310.000000 Penalty: 5988.864258
	Iteration 29Q: 3 clusters Score -2.106831e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90616 members 
Mstep: Class 2 contains 84696 members 
Entering Unmasked Estep 
Score: -21068586.000000 Penalty: 5988.864258
	Iteration 30Q: 3 clusters Score -2.106859e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91827 members 
Mstep: Class 2 contains 83485 members 
Entering Unmasked Estep 
Score: -21068826.000000 Penalty: 5988.864258
	Iteration 31Q: 3 clusters Score -2.106883e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93160 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -21069076.000000 Penalty: 5988.864258
	Iteration 32Q: 3 clusters Score -2.106908e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94556 members 
Mstep: Class 2 contains 80756 members 
Entering Unmasked Estep 
Score: -21069324.000000 Penalty: 5988.864258
	Iteration 33Q: 3 clusters Score -2.106932e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96094 members 
Mstep: Class 2 contains 79218 members 
Entering Unmasked Estep 
Score: -21069776.000000 Penalty: 5988.864258
	Iteration 34Q: 3 clusters Score -2.106978e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97766 members 
Mstep: Class 2 contains 77546 members 
Entering Unmasked Estep 
Score: -21070318.000000 Penalty: 5988.864258
	Iteration 35Q: 3 clusters Score -2.107032e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99564 members 
Mstep: Class 2 contains 75748 members 
Entering Unmasked Estep 
Score: -21070728.000000 Penalty: 5988.864258
	Iteration 36Q: 3 clusters Score -2.107073e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101464 members 
Mstep: Class 2 contains 73848 members 
Entering Unmasked Estep 
Score: -21071212.000000 Penalty: 5988.864258
	Iteration 37Q: 3 clusters Score -2.107121e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103376 members 
Mstep: Class 2 contains 71936 members 
Entering Unmasked Estep 
Score: -21071754.000000 Penalty: 5988.864258
	Iteration 38Q: 3 clusters Score -2.107175e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105210 members 
Mstep: Class 2 contains 70102 members 
Entering Unmasked Estep 
Score: -21072250.000000 Penalty: 5988.864258
	Iteration 39Q: 3 clusters Score -2.107225e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106935 members 
Mstep: Class 2 contains 68377 members 
Entering Unmasked Estep 
Score: -21072610.000000 Penalty: 5988.864258
	Iteration 40F: 3 clusters Score -2.107261e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108649 members 
Mstep: Class 2 contains 66663 members 
Entering Unmasked Estep 
Score: -21072956.000000 Penalty: 5988.864258
	Iteration 41Q: 3 clusters Score -2.107296e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110284 members 
Mstep: Class 2 contains 65028 members 
Entering Unmasked Estep 
Score: -21073336.000000 Penalty: 5988.864258
	Iteration 42Q: 3 clusters Score -2.107334e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111951 members 
Mstep: Class 2 contains 63361 members 
Entering Unmasked Estep 
Score: -21073700.000000 Penalty: 5988.864258
	Iteration 43Q: 3 clusters Score -2.10737e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113548 members 
Mstep: Class 2 contains 61764 members 
Entering Unmasked Estep 
Score: -21074062.000000 Penalty: 5988.864258
	Iteration 44Q: 3 clusters Score -2.107406e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115128 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -21074452.000000 Penalty: 5988.864258
	Iteration 45Q: 3 clusters Score -2.107445e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116726 members 
Mstep: Class 2 contains 58586 members 
Entering Unmasked Estep 
Score: -21074740.000000 Penalty: 5988.864258
	Iteration 46Q: 3 clusters Score -2.107474e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118289 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -21074900.000000 Penalty: 5988.864258
	Iteration 47Q: 3 clusters Score -2.10749e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119798 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -21075298.000000 Penalty: 5988.864258
	Iteration 48Q: 3 clusters Score -2.10753e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121370 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -21075628.000000 Penalty: 5988.864258
	Iteration 49Q: 3 clusters Score -2.107563e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122974 members 
Mstep: Class 2 contains 52338 members 
Entering Unmasked Estep 
Score: -21075884.000000 Penalty: 5988.864258
	Iteration 50Q: 3 clusters Score -2.107588e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124602 members 
Mstep: Class 2 contains 50710 members 
Entering Unmasked Estep 
Score: -21076044.000000 Penalty: 5988.864258
	Iteration 51Q: 3 clusters Score -2.107604e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126184 members 
Mstep: Class 2 contains 49128 members 
Entering Unmasked Estep 
Score: -21076356.000000 Penalty: 5988.864258
	Iteration 52Q: 3 clusters Score -2.107636e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127807 members 
Mstep: Class 2 contains 47505 members 
Entering Unmasked Estep 
Score: -21076662.000000 Penalty: 5988.864258
	Iteration 53Q: 3 clusters Score -2.107666e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129484 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -21077016.000000 Penalty: 5988.864258
	Iteration 54Q: 3 clusters Score -2.107702e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131112 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -21077302.000000 Penalty: 5988.864258
	Iteration 55Q: 3 clusters Score -2.10773e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132811 members 
Mstep: Class 2 contains 42501 members 
Entering Unmasked Estep 
Score: -21077528.000000 Penalty: 5988.864258
	Iteration 56Q: 3 clusters Score -2.107753e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134469 members 
Mstep: Class 2 contains 40843 members 
Entering Unmasked Estep 
Score: -21077804.000000 Penalty: 5988.864258
	Iteration 57Q: 3 clusters Score -2.10778e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136122 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -21078116.000000 Penalty: 5988.864258
	Iteration 58Q: 3 clusters Score -2.107812e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137776 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
Score: -21078530.000000 Penalty: 5988.864258
	Iteration 59Q: 3 clusters Score -2.107853e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139362 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -21078924.000000 Penalty: 5988.864258
	Iteration 60F: 3 clusters Score -2.107892e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140930 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -21079256.000000 Penalty: 5988.864258
	Iteration 61Q: 3 clusters Score -2.107926e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142483 members 
Mstep: Class 2 contains 32829 members 
Entering Unmasked Estep 
Score: -21079670.000000 Penalty: 5988.864258
	Iteration 62Q: 3 clusters Score -2.107967e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144051 members 
Mstep: Class 2 contains 31261 members 
Entering Unmasked Estep 
Score: -21080102.000000 Penalty: 5988.864258
	Iteration 63Q: 3 clusters Score -2.10801e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145602 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -21080438.000000 Penalty: 5988.864258
	Iteration 64Q: 3 clusters Score -2.108044e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147074 members 
Mstep: Class 2 contains 28238 members 
Entering Unmasked Estep 
Score: -21080810.000000 Penalty: 5988.864258
	Iteration 65Q: 3 clusters Score -2.108081e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148477 members 
Mstep: Class 2 contains 26835 members 
Entering Unmasked Estep 
Score: -21081066.000000 Penalty: 5988.864258
	Iteration 66Q: 3 clusters Score -2.108107e+07 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -21081262.000000 Penalty: 5988.864258
	Iteration 67Q: 3 clusters Score -2.108126e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151203 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -21081650.000000 Penalty: 5988.864258
	Iteration 68Q: 3 clusters Score -2.108165e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152460 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -21081880.000000 Penalty: 5988.864258
	Iteration 69Q: 3 clusters Score -2.108188e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153712 members 
Mstep: Class 2 contains 21600 members 
Entering Unmasked Estep 
Score: -21081978.000000 Penalty: 5988.864258
	Iteration 70Q: 3 clusters Score -2.108198e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154858 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -21082086.000000 Penalty: 5988.864258
	Iteration 71Q: 3 clusters Score -2.108209e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155921 members 
Mstep: Class 2 contains 19391 members 
Entering Unmasked Estep 
Score: -21082078.000000 Penalty: 5988.864258
	Iteration 72Q: 3 clusters Score -2.108208e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156916 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -21082174.000000 Penalty: 5988.864258
	Iteration 73Q: 3 clusters Score -2.108217e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Mstep: Class 2 contains 17447 members 
Entering Unmasked Estep 
Score: -21082300.000000 Penalty: 5988.864258
	Iteration 74Q: 3 clusters Score -2.10823e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158816 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -21082278.000000 Penalty: 5988.864258
	Iteration 75Q: 3 clusters Score -2.108228e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159709 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -21082356.000000 Penalty: 5988.864258
	Iteration 76Q: 3 clusters Score -2.108236e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160550 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -21082472.000000 Penalty: 5988.864258
	Iteration 77Q: 3 clusters Score -2.108247e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161326 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -21082506.000000 Penalty: 5988.864258
	Iteration 78Q: 3 clusters Score -2.108251e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162086 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -21082610.000000 Penalty: 5988.864258
	Iteration 79Q: 3 clusters Score -2.108261e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162778 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -21082714.000000 Penalty: 5988.864258
	Iteration 80F: 3 clusters Score -2.108271e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163394 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -21082866.000000 Penalty: 5988.864258
	Iteration 81Q: 3 clusters Score -2.108287e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163924 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -21082884.000000 Penalty: 5988.864258
	Iteration 82Q: 3 clusters Score -2.108288e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164395 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -21082982.000000 Penalty: 5988.864258
	Iteration 83Q: 3 clusters Score -2.108298e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164829 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -21083052.000000 Penalty: 5988.864258
	Iteration 84Q: 3 clusters Score -2.108305e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165242 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -21083140.000000 Penalty: 5988.864258
	Iteration 85Q: 3 clusters Score -2.108314e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165651 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -21083160.000000 Penalty: 5988.864258
	Iteration 86Q: 3 clusters Score -2.108316e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166030 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -21083198.000000 Penalty: 5988.864258
	Iteration 87Q: 3 clusters Score -2.10832e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166387 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -21083248.000000 Penalty: 5988.864258
	Iteration 88Q: 3 clusters Score -2.108325e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166692 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -21083220.000000 Penalty: 5988.864258
	Iteration 89Q: 3 clusters Score -2.108322e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166980 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -21083200.000000 Penalty: 5988.864258
	Iteration 90Q: 3 clusters Score -2.10832e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167222 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -21083214.000000 Penalty: 5988.864258
	Iteration 91Q: 3 clusters Score -2.108321e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167450 members 
Mstep: Class 2 contains 7862 members 
Entering Unmasked Estep 
Score: -21083244.000000 Penalty: 5988.864258
	Iteration 92Q: 3 clusters Score -2.108324e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167661 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -21083282.000000 Penalty: 5988.864258
	Iteration 93Q: 3 clusters Score -2.108328e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167861 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -21083332.000000 Penalty: 5988.864258
	Iteration 94Q: 3 clusters Score -2.108333e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168044 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -21083354.000000 Penalty: 5988.864258
	Iteration 95Q: 3 clusters Score -2.108335e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168210 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -21083380.000000 Penalty: 5988.864258
	Iteration 96Q: 3 clusters Score -2.108338e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168359 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -21083394.000000 Penalty: 5988.864258
	Iteration 97Q: 3 clusters Score -2.108339e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168518 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -21083404.000000 Penalty: 5988.864258
	Iteration 98Q: 3 clusters Score -2.10834e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -21083434.000000 Penalty: 5988.864258
	Iteration 99Q: 3 clusters Score -2.108343e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168825 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -21083448.000000 Penalty: 5988.864258
	Iteration 100F: 3 clusters Score -2.108345e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -21083472.000000 Penalty: 5988.864258
	Iteration 101Q: 3 clusters Score -2.108347e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -21083496.000000 Penalty: 5988.864258
	Iteration 102Q: 3 clusters Score -2.10835e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169192 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -21083544.000000 Penalty: 5988.864258
	Iteration 103Q: 3 clusters Score -2.108354e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169284 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -21083552.000000 Penalty: 5988.864258
	Iteration 104Q: 3 clusters Score -2.108355e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169376 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -21083590.000000 Penalty: 5988.864258
	Iteration 105Q: 3 clusters Score -2.108359e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -21083544.000000 Penalty: 5988.864258
	Iteration 106Q: 3 clusters Score -2.108354e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169558 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -21083538.000000 Penalty: 5988.864258
	Iteration 107Q: 3 clusters Score -2.108354e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169651 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -21083508.000000 Penalty: 5988.864258
	Iteration 108Q: 3 clusters Score -2.108351e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169732 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -21083522.000000 Penalty: 5988.864258
	Iteration 109Q: 3 clusters Score -2.108352e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169794 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -21083496.000000 Penalty: 5988.864258
	Iteration 110Q: 3 clusters Score -2.10835e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169847 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -21083470.000000 Penalty: 5988.864258
	Iteration 111Q: 3 clusters Score -2.108347e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169901 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -21083488.000000 Penalty: 5988.864258
	Iteration 112Q: 3 clusters Score -2.108349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169946 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -21083470.000000 Penalty: 5988.864258
	Iteration 113Q: 3 clusters Score -2.108347e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169994 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -21083482.000000 Penalty: 5988.864258
	Iteration 114Q: 3 clusters Score -2.108348e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170034 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -21083472.000000 Penalty: 5988.864258
	Iteration 115Q: 3 clusters Score -2.108347e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170074 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -21083468.000000 Penalty: 5988.864258
	Iteration 116Q: 3 clusters Score -2.108347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170108 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -21083460.000000 Penalty: 5988.864258
	Iteration 117Q: 3 clusters Score -2.108346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170143 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -21083444.000000 Penalty: 5988.864258
	Iteration 118Q: 3 clusters Score -2.108344e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170171 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -21083450.000000 Penalty: 5988.864258
	Iteration 119Q: 3 clusters Score -2.108345e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170195 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -21083436.000000 Penalty: 5988.864258
	Iteration 120F: 3 clusters Score -2.108344e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170219 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -21083464.000000 Penalty: 5988.864258
	Iteration 121Q: 3 clusters Score -2.108346e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170247 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -21083480.000000 Penalty: 5988.864258
	Iteration 122Q: 3 clusters Score -2.108348e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170276 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -21083494.000000 Penalty: 5988.864258
	Iteration 123Q: 3 clusters Score -2.108349e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170303 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -21083516.000000 Penalty: 5988.864258
	Iteration 124Q: 3 clusters Score -2.108352e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170333 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -21083534.000000 Penalty: 5988.864258
	Iteration 125Q: 3 clusters Score -2.108353e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170353 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -21083540.000000 Penalty: 5988.864258
	Iteration 126Q: 3 clusters Score -2.108354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170375 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -21083542.000000 Penalty: 5988.864258
	Iteration 127Q: 3 clusters Score -2.108354e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170395 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -21083546.000000 Penalty: 5988.864258
	Iteration 128Q: 3 clusters Score -2.108355e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170416 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -21083552.000000 Penalty: 5988.864258
	Iteration 129Q: 3 clusters Score -2.108355e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170439 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -21083546.000000 Penalty: 5988.864258
	Iteration 130Q: 3 clusters Score -2.108355e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170456 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -21083542.000000 Penalty: 5988.864258
	Iteration 131Q: 3 clusters Score -2.108354e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170470 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -21083556.000000 Penalty: 5988.864258
	Iteration 132Q: 3 clusters Score -2.108356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170484 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -21083548.000000 Penalty: 5988.864258
	Iteration 133Q: 3 clusters Score -2.108355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170498 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -21083546.000000 Penalty: 5988.864258
	Iteration 134Q: 3 clusters Score -2.108355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170512 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -21083530.000000 Penalty: 5988.864258
	Iteration 135Q: 3 clusters Score -2.108353e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170523 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -21083532.000000 Penalty: 5988.864258
	Iteration 136Q: 3 clusters Score -2.108353e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170540 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -21083536.000000 Penalty: 5988.864258
	Iteration 137Q: 3 clusters Score -2.108354e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170557 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -21083528.000000 Penalty: 5988.864258
	Iteration 138Q: 3 clusters Score -2.108353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170567 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -21083520.000000 Penalty: 5988.864258
	Iteration 139Q: 3 clusters Score -2.108352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170569 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -21083508.000000 Penalty: 5988.864258
	Iteration 140F: 3 clusters Score -2.108351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170574 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -21083512.000000 Penalty: 5988.864258
	Iteration 141Q: 3 clusters Score -2.108351e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170579 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -21083520.000000 Penalty: 5988.864258
	Iteration 142Q: 3 clusters Score -2.108352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170583 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -21083524.000000 Penalty: 5988.864258
	Iteration 143Q: 3 clusters Score -2.108352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -21083530.000000 Penalty: 5988.864258
	Iteration 144Q: 3 clusters Score -2.108353e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170597 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -21083524.000000 Penalty: 5988.864258
	Iteration 145Q: 3 clusters Score -2.108352e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170606 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -21083538.000000 Penalty: 5988.864258
	Iteration 146Q: 3 clusters Score -2.108354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170617 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -21083530.000000 Penalty: 5988.864258
	Iteration 147Q: 3 clusters Score -2.108353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170625 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -21083528.000000 Penalty: 5988.864258
	Iteration 148Q: 3 clusters Score -2.108353e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170631 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -21083518.000000 Penalty: 5988.864258
	Iteration 149Q: 3 clusters Score -2.108352e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170638 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -21083526.000000 Penalty: 5988.864258
	Iteration 150Q: 3 clusters Score -2.108353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170647 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -21083534.000000 Penalty: 5988.864258
	Iteration 151Q: 3 clusters Score -2.108353e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170652 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -21083540.000000 Penalty: 5988.864258
	Iteration 152Q: 3 clusters Score -2.108354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170658 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -21083536.000000 Penalty: 5988.864258
	Iteration 153Q: 3 clusters Score -2.108354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170661 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -21083546.000000 Penalty: 5988.864258
	Iteration 154Q: 3 clusters Score -2.108355e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170664 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -21083542.000000 Penalty: 5988.864258
	Iteration 155Q: 3 clusters Score -2.108354e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170667 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -21083534.000000 Penalty: 5988.864258
	Iteration 156Q: 3 clusters Score -2.108353e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170671 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -21083534.000000 Penalty: 5988.864258
	Iteration 157Q: 3 clusters Score -2.108353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170679 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -21083524.000000 Penalty: 5988.864258
	Iteration 158Q: 3 clusters Score -2.108352e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170682 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -21083538.000000 Penalty: 5988.864258
	Iteration 159Q: 3 clusters Score -2.108354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -21083534.000000 Penalty: 5988.864258
	Iteration 160F: 3 clusters Score -2.108353e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Entering Unmasked Estep 
Score: -2380037.500000 Penalty: 2453.371826
	Iteration 0F: 2 clusters Score -2380038 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2366134.500000 Penalty: 4906.743652
	Iteration 0F: 3 clusters Score -2366134 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -2370745.000000 Penalty: 4906.743652
	Iteration 1F: 3 clusters Score -2370745 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2371228.250000 Penalty: 4906.743652
	Iteration 2F: 3 clusters Score -2371228 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2371633.500000 Penalty: 4906.743652
	Iteration 3F: 3 clusters Score -2371634 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -2372048.000000 Penalty: 4906.743652
	Iteration 4Q: 3 clusters Score -2372048 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2372517.750000 Penalty: 4906.743652
	Iteration 5Q: 3 clusters Score -2372518 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2373033.750000 Penalty: 4906.743652
	Iteration 6Q: 3 clusters Score -2373034 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2373630.000000 Penalty: 4906.743652
	Iteration 7F: 3 clusters Score -2373630 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14168 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2374292.250000 Penalty: 4906.743652
	Iteration 8F: 3 clusters Score -2374292 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -2375009.250000 Penalty: 4906.743652
	Iteration 9F: 3 clusters Score -2375009 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2375817.500000 Penalty: 4906.743652
	Iteration 10F: 3 clusters Score -2375818 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17054 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -2376505.500000 Penalty: 4906.743652
	Iteration 11Q: 3 clusters Score -2376506 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2377022.250000 Penalty: 4906.743652
	Iteration 12Q: 3 clusters Score -2377022 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2377430.000000 Penalty: 4906.743652
	Iteration 13Q: 3 clusters Score -2377430 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2377736.000000 Penalty: 4906.743652
	Iteration 14Q: 3 clusters Score -2377736 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2377924.500000 Penalty: 4906.743652
	Iteration 15Q: 3 clusters Score -2377924 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2378048.500000 Penalty: 4906.743652
	Iteration 16Q: 3 clusters Score -2378048 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -2378128.750000 Penalty: 4906.743652
	Iteration 17Q: 3 clusters Score -2378129 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2378169.250000 Penalty: 4906.743652
	Iteration 18Q: 3 clusters Score -2378169 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2378194.000000 Penalty: 4906.743652
	Iteration 19Q: 3 clusters Score -2378194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2378210.750000 Penalty: 4906.743652
	Iteration 20F: 3 clusters Score -2378211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2378222.500000 Penalty: 4906.743652
	Iteration 21Q: 3 clusters Score -2378222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2378227.750000 Penalty: 4906.743652
	Iteration 22Q: 3 clusters Score -2378228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2378231.250000 Penalty: 4906.743652
	Iteration 23Q: 3 clusters Score -2378231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2378230.500000 Penalty: 4906.743652
	Iteration 24Q: 3 clusters Score -2378230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2378231.250000 Penalty: 4906.743652
	Iteration 25Q: 3 clusters Score -2378231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2378232.750000 Penalty: 4906.743652
	Iteration 26Q: 3 clusters Score -2378233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2378230.750000 Penalty: 4906.743652
	Iteration 27Q: 3 clusters Score -2378231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2378234.250000 Penalty: 4906.743652
	Iteration 28Q: 3 clusters Score -2378234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2378232.500000 Penalty: 4906.743652
	Iteration 29Q: 3 clusters Score -2378232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2378239.500000 Penalty: 4906.743652
	Iteration 30Q: 3 clusters Score -2378240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2378240.250000 Penalty: 4906.743652
	Iteration 31Q: 3 clusters Score -2378240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2378239.750000 Penalty: 4906.743652
	Iteration 32Q: 3 clusters Score -2378240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2378239.500000 Penalty: 4906.743652
	Iteration 33Q: 3 clusters Score -2378240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2378239.500000 Penalty: 4906.743652
	Iteration 34F: 3 clusters Score -2378240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166815 members 
Entering Unmasked Estep 
Score: -20167950.000000 Penalty: 2982.111084
	Iteration 0F: 2 clusters Score -2.016795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83423 members 
Mstep: Class 2 contains 83392 members 
Entering Unmasked Estep 
Score: -20060342.000000 Penalty: 5964.222168
	Iteration 0F: 3 clusters Score -2.006034e+07 nChanged 79930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81737 members 
Mstep: Class 2 contains 85078 members 
Entering Unmasked Estep 
Score: -20106988.000000 Penalty: 5964.222168
	Iteration 1F: 3 clusters Score -2.010699e+07 nChanged 4679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80664 members 
Mstep: Class 2 contains 86151 members 
Entering Unmasked Estep 
Score: -20107990.000000 Penalty: 5964.222168
	Iteration 2Q: 3 clusters Score -2.010799e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Mstep: Class 2 contains 87795 members 
Entering Unmasked Estep 
Score: -20109194.000000 Penalty: 5964.222168
	Iteration 3Q: 3 clusters Score -2.010919e+07 nChanged 6198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76534 members 
Mstep: Class 2 contains 90281 members 
Entering Unmasked Estep 
Score: -20111390.000000 Penalty: 5964.222168
	Iteration 4Q: 3 clusters Score -2.011139e+07 nChanged 7622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72786 members 
Mstep: Class 2 contains 94029 members 
Entering Unmasked Estep 
Score: -20114692.000000 Penalty: 5964.222168
	Iteration 5Q: 3 clusters Score -2.011469e+07 nChanged 9434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67406 members 
Mstep: Class 2 contains 99409 members 
Entering Unmasked Estep 
Score: -20119878.000000 Penalty: 5964.222168
	Iteration 6F: 3 clusters Score -2.011988e+07 nChanged 11248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60114 members 
Mstep: Class 2 contains 106701 members 
Entering Unmasked Estep 
Score: -20127656.000000 Penalty: 5964.222168
	Iteration 7F: 3 clusters Score -2.012766e+07 nChanged 12155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -20137590.000000 Penalty: 5964.222168
	Iteration 8F: 3 clusters Score -2.013759e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43809 members 
Mstep: Class 2 contains 123006 members 
Entering Unmasked Estep 
Score: -20148216.000000 Penalty: 5964.222168
	Iteration 9F: 3 clusters Score -2.014822e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 128254 members 
Entering Unmasked Estep 
Score: -20155854.000000 Penalty: 5964.222168
	Iteration 10F: 3 clusters Score -2.015585e+07 nChanged 5414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35421 members 
Mstep: Class 2 contains 131394 members 
Entering Unmasked Estep 
Score: -20158862.000000 Penalty: 5964.222168
	Iteration 11Q: 3 clusters Score -2.015886e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 133900 members 
Entering Unmasked Estep 
Score: -20160356.000000 Penalty: 5964.222168
	Iteration 12Q: 3 clusters Score -2.016036e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 136197 members 
Entering Unmasked Estep 
Score: -20161396.000000 Penalty: 5964.222168
	Iteration 13Q: 3 clusters Score -2.01614e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 138455 members 
Entering Unmasked Estep 
Score: -20162328.000000 Penalty: 5964.222168
	Iteration 14Q: 3 clusters Score -2.016233e+07 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 140593 members 
Entering Unmasked Estep 
Score: -20163180.000000 Penalty: 5964.222168
	Iteration 15Q: 3 clusters Score -2.016318e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 142623 members 
Entering Unmasked Estep 
Score: -20163912.000000 Penalty: 5964.222168
	Iteration 16Q: 3 clusters Score -2.016391e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 144563 members 
Entering Unmasked Estep 
Score: -20164552.000000 Penalty: 5964.222168
	Iteration 17Q: 3 clusters Score -2.016455e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20503 members 
Mstep: Class 2 contains 146312 members 
Entering Unmasked Estep 
Score: -20165138.000000 Penalty: 5964.222168
	Iteration 18Q: 3 clusters Score -2.016514e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 147971 members 
Entering Unmasked Estep 
Score: -20165602.000000 Penalty: 5964.222168
	Iteration 19Q: 3 clusters Score -2.01656e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 149442 members 
Entering Unmasked Estep 
Score: -20165920.000000 Penalty: 5964.222168
	Iteration 20F: 3 clusters Score -2.016592e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 150812 members 
Entering Unmasked Estep 
Score: -20166098.000000 Penalty: 5964.222168
	Iteration 21Q: 3 clusters Score -2.01661e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 152047 members 
Entering Unmasked Estep 
Score: -20166376.000000 Penalty: 5964.222168
	Iteration 22Q: 3 clusters Score -2.016638e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 153251 members 
Entering Unmasked Estep 
Score: -20166620.000000 Penalty: 5964.222168
	Iteration 23Q: 3 clusters Score -2.016662e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 154371 members 
Entering Unmasked Estep 
Score: -20166730.000000 Penalty: 5964.222168
	Iteration 24Q: 3 clusters Score -2.016673e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 155370 members 
Entering Unmasked Estep 
Score: -20166820.000000 Penalty: 5964.222168
	Iteration 25Q: 3 clusters Score -2.016682e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 156236 members 
Entering Unmasked Estep 
Score: -20166952.000000 Penalty: 5964.222168
	Iteration 26Q: 3 clusters Score -2.016695e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 157020 members 
Entering Unmasked Estep 
Score: -20167134.000000 Penalty: 5964.222168
	Iteration 27Q: 3 clusters Score -2.016713e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 157730 members 
Entering Unmasked Estep 
Score: -20167114.000000 Penalty: 5964.222168
	Iteration 28Q: 3 clusters Score -2.016711e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 158375 members 
Entering Unmasked Estep 
Score: -20167226.000000 Penalty: 5964.222168
	Iteration 29Q: 3 clusters Score -2.016723e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 158984 members 
Entering Unmasked Estep 
Score: -20167306.000000 Penalty: 5964.222168
	Iteration 30Q: 3 clusters Score -2.016731e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 159465 members 
Entering Unmasked Estep 
Score: -20167258.000000 Penalty: 5964.222168
	Iteration 31Q: 3 clusters Score -2.016726e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 159879 members 
Entering Unmasked Estep 
Score: -20167164.000000 Penalty: 5964.222168
	Iteration 32Q: 3 clusters Score -2.016716e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 160280 members 
Entering Unmasked Estep 
Score: -20167172.000000 Penalty: 5964.222168
	Iteration 33Q: 3 clusters Score -2.016717e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 160630 members 
Entering Unmasked Estep 
Score: -20167156.000000 Penalty: 5964.222168
	Iteration 34Q: 3 clusters Score -2.016716e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 160948 members 
Entering Unmasked Estep 
Score: -20167206.000000 Penalty: 5964.222168
	Iteration 35Q: 3 clusters Score -2.016721e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 161270 members 
Entering Unmasked Estep 
Score: -20167304.000000 Penalty: 5964.222168
	Iteration 36Q: 3 clusters Score -2.01673e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 161559 members 
Entering Unmasked Estep 
Score: -20167338.000000 Penalty: 5964.222168
	Iteration 37Q: 3 clusters Score -2.016734e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 161801 members 
Entering Unmasked Estep 
Score: -20167280.000000 Penalty: 5964.222168
	Iteration 38Q: 3 clusters Score -2.016728e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 161999 members 
Entering Unmasked Estep 
Score: -20167230.000000 Penalty: 5964.222168
	Iteration 39Q: 3 clusters Score -2.016723e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 162150 members 
Entering Unmasked Estep 
Score: -20167246.000000 Penalty: 5964.222168
	Iteration 40F: 3 clusters Score -2.016725e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 162280 members 
Entering Unmasked Estep 
Score: -20167268.000000 Penalty: 5964.222168
	Iteration 41Q: 3 clusters Score -2.016727e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 162390 members 
Entering Unmasked Estep 
Score: -20167248.000000 Penalty: 5964.222168
	Iteration 42Q: 3 clusters Score -2.016725e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 162470 members 
Entering Unmasked Estep 
Score: -20167254.000000 Penalty: 5964.222168
	Iteration 43Q: 3 clusters Score -2.016725e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 162544 members 
Entering Unmasked Estep 
Score: -20167222.000000 Penalty: 5964.222168
	Iteration 44Q: 3 clusters Score -2.016722e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 162615 members 
Entering Unmasked Estep 
Score: -20167234.000000 Penalty: 5964.222168
	Iteration 45Q: 3 clusters Score -2.016723e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -20167198.000000 Penalty: 5964.222168
	Iteration 46Q: 3 clusters Score -2.01672e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 162727 members 
Entering Unmasked Estep 
Score: -20167196.000000 Penalty: 5964.222168
	Iteration 47Q: 3 clusters Score -2.01672e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 162780 members 
Entering Unmasked Estep 
Score: -20167214.000000 Penalty: 5964.222168
	Iteration 48Q: 3 clusters Score -2.016721e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 162833 members 
Entering Unmasked Estep 
Score: -20167206.000000 Penalty: 5964.222168
	Iteration 49Q: 3 clusters Score -2.016721e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 162878 members 
Entering Unmasked Estep 
Score: -20167214.000000 Penalty: 5964.222168
	Iteration 50Q: 3 clusters Score -2.016721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 162913 members 
Entering Unmasked Estep 
Score: -20167208.000000 Penalty: 5964.222168
	Iteration 51Q: 3 clusters Score -2.016721e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 162948 members 
Entering Unmasked Estep 
Score: -20167168.000000 Penalty: 5964.222168
	Iteration 52Q: 3 clusters Score -2.016717e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 162978 members 
Entering Unmasked Estep 
Score: -20167164.000000 Penalty: 5964.222168
	Iteration 53Q: 3 clusters Score -2.016716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 163004 members 
Entering Unmasked Estep 
Score: -20167160.000000 Penalty: 5964.222168
	Iteration 54Q: 3 clusters Score -2.016716e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 163039 members 
Entering Unmasked Estep 
Score: -20167172.000000 Penalty: 5964.222168
	Iteration 55Q: 3 clusters Score -2.016717e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 163071 members 
Entering Unmasked Estep 
Score: -20167176.000000 Penalty: 5964.222168
	Iteration 56Q: 3 clusters Score -2.016718e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 163106 members 
Entering Unmasked Estep 
Score: -20167172.000000 Penalty: 5964.222168
	Iteration 57Q: 3 clusters Score -2.016717e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 163141 members 
Entering Unmasked Estep 
Score: -20167204.000000 Penalty: 5964.222168
	Iteration 58Q: 3 clusters Score -2.01672e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 163178 members 
Entering Unmasked Estep 
Score: -20167166.000000 Penalty: 5964.222168
	Iteration 59Q: 3 clusters Score -2.016717e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 163212 members 
Entering Unmasked Estep 
Score: -20167182.000000 Penalty: 5964.222168
	Iteration 60F: 3 clusters Score -2.016718e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 163245 members 
Entering Unmasked Estep 
Score: -20167160.000000 Penalty: 5964.222168
	Iteration 61Q: 3 clusters Score -2.016716e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 163273 members 
Entering Unmasked Estep 
Score: -20167152.000000 Penalty: 5964.222168
	Iteration 62Q: 3 clusters Score -2.016715e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 163305 members 
Entering Unmasked Estep 
Score: -20167164.000000 Penalty: 5964.222168
	Iteration 63Q: 3 clusters Score -2.016716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 163327 members 
Entering Unmasked Estep 
Score: -20167172.000000 Penalty: 5964.222168
	Iteration 64Q: 3 clusters Score -2.016717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 163351 members 
Entering Unmasked Estep 
Score: -20167192.000000 Penalty: 5964.222168
	Iteration 65Q: 3 clusters Score -2.016719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 163374 members 
Entering Unmasked Estep 
Score: -20167196.000000 Penalty: 5964.222168
	Iteration 66Q: 3 clusters Score -2.01672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 163391 members 
Entering Unmasked Estep 
Score: -20167198.000000 Penalty: 5964.222168
	Iteration 67Q: 3 clusters Score -2.01672e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 163407 members 
Entering Unmasked Estep 
Score: -20167186.000000 Penalty: 5964.222168
	Iteration 68Q: 3 clusters Score -2.016719e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 163421 members 
Entering Unmasked Estep 
Score: -20167192.000000 Penalty: 5964.222168
	Iteration 69Q: 3 clusters Score -2.016719e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 163435 members 
Entering Unmasked Estep 
Score: -20167188.000000 Penalty: 5964.222168
	Iteration 70Q: 3 clusters Score -2.016719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 163443 members 
Entering Unmasked Estep 
Score: -20167186.000000 Penalty: 5964.222168
	Iteration 71Q: 3 clusters Score -2.016719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 163448 members 
Entering Unmasked Estep 
Score: -20167186.000000 Penalty: 5964.222168
	Iteration 72Q: 3 clusters Score -2.016719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 163454 members 
Entering Unmasked Estep 
Score: -20167186.000000 Penalty: 5964.222168
	Iteration 73Q: 3 clusters Score -2.016719e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 163461 members 
Entering Unmasked Estep 
Score: -20167190.000000 Penalty: 5964.222168
	Iteration 74Q: 3 clusters Score -2.016719e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 163467 members 
Entering Unmasked Estep 
Score: -20167176.000000 Penalty: 5964.222168
	Iteration 75Q: 3 clusters Score -2.016718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 163474 members 
Entering Unmasked Estep 
Score: -20167178.000000 Penalty: 5964.222168
	Iteration 76Q: 3 clusters Score -2.016718e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 163477 members 
Entering Unmasked Estep 
Score: -20167182.000000 Penalty: 5964.222168
	Iteration 77Q: 3 clusters Score -2.016718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -20167180.000000 Penalty: 5964.222168
	Iteration 78Q: 3 clusters Score -2.016718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 163483 members 
Entering Unmasked Estep 
Score: -20167180.000000 Penalty: 5964.222168
	Iteration 79Q: 3 clusters Score -2.016718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 163485 members 
Entering Unmasked Estep 
Score: -20167194.000000 Penalty: 5964.222168
	Iteration 80F: 3 clusters Score -2.016719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 163486 members 
Entering Unmasked Estep 
Score: -20167186.000000 Penalty: 5964.222168
	Iteration 81Q: 3 clusters Score -2.016719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 163490 members 
Entering Unmasked Estep 
Score: -20167200.000000 Penalty: 5964.222168
	Iteration 82Q: 3 clusters Score -2.01672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 163493 members 
Entering Unmasked Estep 
Score: -20167190.000000 Penalty: 5964.222168
	Iteration 83Q: 3 clusters Score -2.016719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 163498 members 
Entering Unmasked Estep 
Score: -20167186.000000 Penalty: 5964.222168
	Iteration 84Q: 3 clusters Score -2.016719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 163500 members 
Entering Unmasked Estep 
Score: -20167206.000000 Penalty: 5964.222168
	Iteration 85Q: 3 clusters Score -2.016721e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 163502 members 
Entering Unmasked Estep 
Score: -20167196.000000 Penalty: 5964.222168
	Iteration 86Q: 3 clusters Score -2.01672e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 163503 members 
Entering Unmasked Estep 
Score: -20167196.000000 Penalty: 5964.222168
	Iteration 87Q: 3 clusters Score -2.01672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 163504 members 
Entering Unmasked Estep 
Score: -20167200.000000 Penalty: 5964.222168
	Iteration 88Q: 3 clusters Score -2.01672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 163504 members 
Entering Unmasked Estep 
Score: -20167200.000000 Penalty: 5964.222168
	Iteration 89F: 3 clusters Score -2.01672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48750 members 
Mstep: Class 5 contains 267658 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175312 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105192.000000 Penalty: 23325.412109
Iteration 239Q: 8 clusters Score -8.110519e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48744 members 
Mstep: Class 5 contains 267618 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175357 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166817 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 240F: 8 clusters Score -8.110517e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48740 members 
Mstep: Class 5 contains 267576 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175395 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105144.000000 Penalty: 23325.412109
Iteration 241Q: 8 clusters Score -8.110514e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48739 members 
Mstep: Class 5 contains 267542 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175428 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166827 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 242Q: 8 clusters Score -8.11052e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48737 members 
Mstep: Class 5 contains 267524 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175451 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166824 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 243Q: 8 clusters Score -8.110522e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48736 members 
Mstep: Class 5 contains 267502 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175474 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166825 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 244Q: 8 clusters Score -8.110518e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48735 members 
Mstep: Class 5 contains 267478 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175500 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105136.000000 Penalty: 23325.412109
Iteration 245Q: 8 clusters Score -8.110514e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48733 members 
Mstep: Class 5 contains 267454 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175525 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105168.000000 Penalty: 23325.412109
Iteration 246Q: 8 clusters Score -8.110517e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48730 members 
Mstep: Class 5 contains 267442 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175541 members 
Mstep: Class 17 contains 19783 members 
Mstep: Class 19 contains 166824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105216.000000 Penalty: 23325.412109
Iteration 247Q: 8 clusters Score -8.110522e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48729 members 
Mstep: Class 5 contains 267424 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175553 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105176.000000 Penalty: 23325.412109
Iteration 248Q: 8 clusters Score -8.110518e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48728 members 
Mstep: Class 5 contains 267407 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175572 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105176.000000 Penalty: 23325.412109
Iteration 249Q: 8 clusters Score -8.110518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48728 members 
Mstep: Class 5 contains 267397 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175584 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166826 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 250Q: 8 clusters Score -8.110519e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48726 members 
Mstep: Class 5 contains 267391 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175595 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105224.000000 Penalty: 23325.412109
Iteration 251Q: 8 clusters Score -8.110522e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48724 members 
Mstep: Class 5 contains 267375 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175611 members 
Mstep: Class 17 contains 19784 members 
Mstep: Class 19 contains 166825 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 252Q: 8 clusters Score -8.110516e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48721 members 
Mstep: Class 5 contains 267367 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175623 members 
Mstep: Class 17 contains 19785 members 
Mstep: Class 19 contains 166823 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 253Q: 8 clusters Score -8.110513e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48720 members 
Mstep: Class 5 contains 267358 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175635 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166818 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 254Q: 8 clusters Score -8.110514e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48721 members 
Mstep: Class 5 contains 267333 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175658 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 255Q: 8 clusters Score -8.110514e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48722 members 
Mstep: Class 5 contains 267317 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175673 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 256Q: 8 clusters Score -8.11051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48722 members 
Mstep: Class 5 contains 267306 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175684 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166819 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 257Q: 8 clusters Score -8.110514e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48721 members 
Mstep: Class 5 contains 267298 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175690 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166822 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 258Q: 8 clusters Score -8.110517e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48719 members 
Mstep: Class 5 contains 267286 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175703 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166823 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 259Q: 8 clusters Score -8.110514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48718 members 
Mstep: Class 5 contains 267275 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175711 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166827 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 260F: 8 clusters Score -8.110514e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48715 members 
Mstep: Class 5 contains 267267 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175720 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166829 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 261Q: 8 clusters Score -8.110518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48712 members 
Mstep: Class 5 contains 267263 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175729 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166827 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 262Q: 8 clusters Score -8.110517e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48710 members 
Mstep: Class 5 contains 267260 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175736 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166826 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 263Q: 8 clusters Score -8.110516e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48710 members 
Mstep: Class 5 contains 267254 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175739 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166829 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 264Q: 8 clusters Score -8.110515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48709 members 
Mstep: Class 5 contains 267256 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175737 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 265Q: 8 clusters Score -8.110515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48709 members 
Mstep: Class 5 contains 267256 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175736 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 266Q: 8 clusters Score -8.110515e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48708 members 
Mstep: Class 5 contains 267249 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175741 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166834 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105160.000000 Penalty: 23325.412109
Iteration 267Q: 8 clusters Score -8.110516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48707 members 
Mstep: Class 5 contains 267250 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175740 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105168.000000 Penalty: 23325.412109
Iteration 268Q: 8 clusters Score -8.110517e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48707 members 
Mstep: Class 5 contains 267249 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175741 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 23325.412109
Iteration 269Q: 8 clusters Score -8.11052e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267250 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175741 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105208.000000 Penalty: 23325.412109
Iteration 270Q: 8 clusters Score -8.110521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48705 members 
Mstep: Class 5 contains 267252 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175740 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 23325.412109
Iteration 271Q: 8 clusters Score -8.11052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267252 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175739 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 23325.412109
Iteration 272Q: 8 clusters Score -8.11052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48707 members 
Mstep: Class 5 contains 267251 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175742 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105184.000000 Penalty: 23325.412109
Iteration 273Q: 8 clusters Score -8.110518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267252 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175744 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105184.000000 Penalty: 23325.412109
Iteration 274Q: 8 clusters Score -8.110518e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267251 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175745 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 23325.412109
Iteration 275Q: 8 clusters Score -8.11052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267251 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175746 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105200.000000 Penalty: 23325.412109
Iteration 276Q: 8 clusters Score -8.11052e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267248 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175750 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 277Q: 8 clusters Score -8.110515e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267247 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175751 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105192.000000 Penalty: 23325.412109
Iteration 278Q: 8 clusters Score -8.110519e+07 nChanged 5
Entering ConstructFrom: 
Score: -81105192.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 2 (48706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48706 members 
Entering Unmasked Estep 
Score: -5701716.500000 Penalty: 2676.802246
	Iteration 0F: 2 clusters Score -5701716 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 24248 members 
Entering Unmasked Estep 
Score: -5668758.500000 Penalty: 5353.604492
	Iteration 0F: 3 clusters Score -5668758 nChanged 22550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25774 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -5681263.000000 Penalty: 5353.604492
	Iteration 1F: 3 clusters Score -5681263 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -5681895.000000 Penalty: 5353.604492
	Iteration 2Q: 3 clusters Score -5681895 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -5682524.000000 Penalty: 5353.604492
	Iteration 3Q: 3 clusters Score -5682524 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29580 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5683412.000000 Penalty: 5353.604492
	Iteration 4Q: 3 clusters Score -5683412 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -5684646.000000 Penalty: 5353.604492
	Iteration 5Q: 3 clusters Score -5684646 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34761 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -5686649.000000 Penalty: 5353.604492
	Iteration 6F: 3 clusters Score -5686649 nChanged 3689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -5689756.500000 Penalty: 5353.604492
	Iteration 7F: 3 clusters Score -5689756 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42382 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -5693573.500000 Penalty: 5353.604492
	Iteration 8F: 3 clusters Score -5693574 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45474 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -5696692.000000 Penalty: 5353.604492
	Iteration 9F: 3 clusters Score -5696692 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47225 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -5698395.000000 Penalty: 5353.604492
	Iteration 10Q: 3 clusters Score -5698395 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5699210.500000 Penalty: 5353.604492
	Iteration 11Q: 3 clusters Score -5699210 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5699501.000000 Penalty: 5353.604492
	Iteration 12Q: 3 clusters Score -5699501 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48319 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5699621.000000 Penalty: 5353.604492
	Iteration 13Q: 3 clusters Score -5699621 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48348 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -5699677.000000 Penalty: 5353.604492
	Iteration 14Q: 3 clusters Score -5699677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -5699698.000000 Penalty: 5353.604492
	Iteration 15Q: 3 clusters Score -5699698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5699718.000000 Penalty: 5353.604492
	Iteration 16Q: 3 clusters Score -5699718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48382 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5699730.500000 Penalty: 5353.604492
	Iteration 17Q: 3 clusters Score -5699730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48383 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5699750.500000 Penalty: 5353.604492
	Iteration 18Q: 3 clusters Score -5699750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48389 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -5699764.500000 Penalty: 5353.604492
	Iteration 19Q: 3 clusters Score -5699764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48393 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5699777.500000 Penalty: 5353.604492
	Iteration 20F: 3 clusters Score -5699778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -5699791.000000 Penalty: 5353.604492
	Iteration 21Q: 3 clusters Score -5699791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -5699807.000000 Penalty: 5353.604492
	Iteration 22Q: 3 clusters Score -5699807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48408 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5699827.500000 Penalty: 5353.604492
	Iteration 23Q: 3 clusters Score -5699828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48412 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5699837.000000 Penalty: 5353.604492
	Iteration 24Q: 3 clusters Score -5699837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5699844.000000 Penalty: 5353.604492
	Iteration 25Q: 3 clusters Score -5699844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5699854.500000 Penalty: 5353.604492
	Iteration 26Q: 3 clusters Score -5699854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48420 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5699862.000000 Penalty: 5353.604492
	Iteration 27Q: 3 clusters Score -5699862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5699863.500000 Penalty: 5353.604492
	Iteration 28Q: 3 clusters Score -5699864 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -5699863.500000 Penalty: 5353.604492
	Iteration 29F: 3 clusters Score -5699864 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (267245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267245 members 
Entering Unmasked Estep 
Score: -32005262.000000 Penalty: 3098.988525
	Iteration 0F: 2 clusters Score -3.200526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133506 members 
Mstep: Class 2 contains 133739 members 
Entering Unmasked Estep 
Score: -31833024.000000 Penalty: 6197.977051
	Iteration 0F: 3 clusters Score -3.183302e+07 nChanged 129337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130209 members 
Mstep: Class 2 contains 137036 members 
Entering Unmasked Estep 
Score: -31909438.000000 Penalty: 6197.977051
	Iteration 1F: 3 clusters Score -3.190944e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128585 members 
Mstep: Class 2 contains 138660 members 
Entering Unmasked Estep 
Score: -31910686.000000 Penalty: 6197.977051
	Iteration 2Q: 3 clusters Score -3.191069e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126174 members 
Mstep: Class 2 contains 141071 members 
Entering Unmasked Estep 
Score: -31912274.000000 Penalty: 6197.977051
	Iteration 3Q: 3 clusters Score -3.191227e+07 nChanged 7287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122433 members 
Mstep: Class 2 contains 144812 members 
Entering Unmasked Estep 
Score: -31913996.000000 Penalty: 6197.977051
	Iteration 4Q: 3 clusters Score -3.1914e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116828 members 
Mstep: Class 2 contains 150417 members 
Entering Unmasked Estep 
Score: -31916814.000000 Penalty: 6197.977051
	Iteration 5Q: 3 clusters Score -3.191681e+07 nChanged 10376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108580 members 
Mstep: Class 2 contains 158665 members 
Entering Unmasked Estep 
Score: -31920728.000000 Penalty: 6197.977051
	Iteration 6Q: 3 clusters Score -3.192073e+07 nChanged 13429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96787 members 
Mstep: Class 2 contains 170458 members 
Entering Unmasked Estep 
Score: -31927740.000000 Penalty: 6197.977051
	Iteration 7F: 3 clusters Score -3.192774e+07 nChanged 16671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81240 members 
Mstep: Class 2 contains 186005 members 
Entering Unmasked Estep 
Score: -31938506.000000 Penalty: 6197.977051
	Iteration 8F: 3 clusters Score -3.193851e+07 nChanged 18617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63393 members 
Mstep: Class 2 contains 203852 members 
Entering Unmasked Estep 
Score: -31951696.000000 Penalty: 6197.977051
	Iteration 9F: 3 clusters Score -3.19517e+07 nChanged 17705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46280 members 
Mstep: Class 2 contains 220965 members 
Entering Unmasked Estep 
Score: -31964562.000000 Penalty: 6197.977051
	Iteration 10F: 3 clusters Score -3.196456e+07 nChanged 14022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 234437 members 
Entering Unmasked Estep 
Score: -31975980.000000 Penalty: 6197.977051
	Iteration 11F: 3 clusters Score -3.197598e+07 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 243577 members 
Entering Unmasked Estep 
Score: -31983410.000000 Penalty: 6197.977051
	Iteration 12Q: 3 clusters Score -3.198341e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 249772 members 
Entering Unmasked Estep 
Score: -31988492.000000 Penalty: 6197.977051
	Iteration 13Q: 3 clusters Score -3.198849e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 254216 members 
Entering Unmasked Estep 
Score: -31992380.000000 Penalty: 6197.977051
	Iteration 14Q: 3 clusters Score -3.199238e+07 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 257428 members 
Entering Unmasked Estep 
Score: -31994900.000000 Penalty: 6197.977051
	Iteration 15Q: 3 clusters Score -3.19949e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 259905 members 
Entering Unmasked Estep 
Score: -31996988.000000 Penalty: 6197.977051
	Iteration 16Q: 3 clusters Score -3.199699e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 261754 members 
Entering Unmasked Estep 
Score: -31998566.000000 Penalty: 6197.977051
	Iteration 17Q: 3 clusters Score -3.199857e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 263119 members 
Entering Unmasked Estep 
Score: -31999636.000000 Penalty: 6197.977051
	Iteration 18Q: 3 clusters Score -3.199964e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 264040 members 
Entering Unmasked Estep 
Score: -32000262.000000 Penalty: 6197.977051
	Iteration 19Q: 3 clusters Score -3.200026e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 264689 members 
Entering Unmasked Estep 
Score: -32000740.000000 Penalty: 6197.977051
	Iteration 20F: 3 clusters Score -3.200074e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 265161 members 
Entering Unmasked Estep 
Score: -32001228.000000 Penalty: 6197.977051
	Iteration 21Q: 3 clusters Score -3.200123e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 265488 members 
Entering Unmasked Estep 
Score: -32001426.000000 Penalty: 6197.977051
	Iteration 22Q: 3 clusters Score -3.200143e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 265698 members 
Entering Unmasked Estep 
Score: -32001634.000000 Penalty: 6197.977051
	Iteration 23Q: 3 clusters Score -3.200163e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 265863 members 
Entering Unmasked Estep 
Score: -32001742.000000 Penalty: 6197.977051
	Iteration 24Q: 3 clusters Score -3.200174e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 265980 members 
Entering Unmasked Estep 
Score: -32001850.000000 Penalty: 6197.977051
	Iteration 25Q: 3 clusters Score -3.200185e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 266070 members 
Entering Unmasked Estep 
Score: -32001936.000000 Penalty: 6197.977051
	Iteration 26Q: 3 clusters Score -3.200194e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 266140 members 
Entering Unmasked Estep 
Score: -32001984.000000 Penalty: 6197.977051
	Iteration 27Q: 3 clusters Score -3.200198e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 266210 members 
Entering Unmasked Estep 
Score: -32002002.000000 Penalty: 6197.977051
	Iteration 28Q: 3 clusters Score -3.2002e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 266257 members 
Entering Unmasked Estep 
Score: -32002032.000000 Penalty: 6197.977051
	Iteration 29Q: 3 clusters Score -3.200203e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 266287 members 
Entering Unmasked Estep 
Score: -32002080.000000 Penalty: 6197.977051
	Iteration 30Q: 3 clusters Score -3.200208e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 266304 members 
Entering Unmasked Estep 
Score: -32002102.000000 Penalty: 6197.977051
	Iteration 31Q: 3 clusters Score -3.20021e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 266324 members 
Entering Unmasked Estep 
Score: -32002114.000000 Penalty: 6197.977051
	Iteration 32Q: 3 clusters Score -3.200211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 266338 members 
Entering Unmasked Estep 
Score: -32002142.000000 Penalty: 6197.977051
	Iteration 33Q: 3 clusters Score -3.200214e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 266352 members 
Entering Unmasked Estep 
Score: -32002178.000000 Penalty: 6197.977051
	Iteration 34Q: 3 clusters Score -3.200218e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 266357 members 
Entering Unmasked Estep 
Score: -32002170.000000 Penalty: 6197.977051
	Iteration 35Q: 3 clusters Score -3.200217e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 266361 members 
Entering Unmasked Estep 
Score: -32002184.000000 Penalty: 6197.977051
	Iteration 36Q: 3 clusters Score -3.200218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 266367 members 
Entering Unmasked Estep 
Score: -32002186.000000 Penalty: 6197.977051
	Iteration 37Q: 3 clusters Score -3.200219e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 266370 members 
Entering Unmasked Estep 
Score: -32002176.000000 Penalty: 6197.977051
	Iteration 38Q: 3 clusters Score -3.200218e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 266375 members 
Entering Unmasked Estep 
Score: -32002204.000000 Penalty: 6197.977051
	Iteration 39Q: 3 clusters Score -3.20022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 266382 members 
Entering Unmasked Estep 
Score: -32002190.000000 Penalty: 6197.977051
	Iteration 40F: 3 clusters Score -3.200219e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 266389 members 
Entering Unmasked Estep 
Score: -32002184.000000 Penalty: 6197.977051
	Iteration 41Q: 3 clusters Score -3.200218e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 266399 members 
Entering Unmasked Estep 
Score: -32002200.000000 Penalty: 6197.977051
	Iteration 42Q: 3 clusters Score -3.20022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 266404 members 
Entering Unmasked Estep 
Score: -32002204.000000 Penalty: 6197.977051
	Iteration 43Q: 3 clusters Score -3.20022e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 266409 members 
Entering Unmasked Estep 
Score: -32002224.000000 Penalty: 6197.977051
	Iteration 44Q: 3 clusters Score -3.200222e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 266417 members 
Entering Unmasked Estep 
Score: -32002230.000000 Penalty: 6197.977051
	Iteration 45Q: 3 clusters Score -3.200223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 266422 members 
Entering Unmasked Estep 
Score: -32002210.000000 Penalty: 6197.977051
	Iteration 46Q: 3 clusters Score -3.200221e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 266425 members 
Entering Unmasked Estep 
Score: -32002200.000000 Penalty: 6197.977051
	Iteration 47Q: 3 clusters Score -3.20022e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 266428 members 
Entering Unmasked Estep 
Score: -32002200.000000 Penalty: 6197.977051
	Iteration 48Q: 3 clusters Score -3.20022e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 266430 members 
Entering Unmasked Estep 
Score: -32002222.000000 Penalty: 6197.977051
	Iteration 49Q: 3 clusters Score -3.200222e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 266431 members 
Entering Unmasked Estep 
Score: -32002218.000000 Penalty: 6197.977051
	Iteration 50Q: 3 clusters Score -3.200222e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 266431 members 
Entering Unmasked Estep 
Score: -32002218.000000 Penalty: 6197.977051
	Iteration 51F: 3 clusters Score -3.200222e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -387520.218750 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -387520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -384004.156250 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -384004.2 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -384776.843750 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -384776.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -384985.531250 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -384985.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -385125.843750 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -385125.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -385238.312500 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -385238.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -385325.406250 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -385325.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -385411.843750 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -385411.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -385487.687500 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -385487.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -385549.968750 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -385550 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -385583.343750 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -385583.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -385608.562500 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -385608.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -385630.406250 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -385630.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -385648.968750 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -385649 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -385673.125000 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -385673.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -385690.718750 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -385690.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -385704.343750 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -385704.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -385721.906250 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -385721.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -385739.875000 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -385739.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -385764.437500 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -385764.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -385789.218750 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -385789.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -385805.718750 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -385805.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -385825.093750 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -385825.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -385841.593750 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -385841.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -385854.750000 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -385854.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -385867.062500 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -385867.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -385880.562500 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -385880.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -385887.468750 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -385887.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -385891.843750 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -385891.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -385896.906250 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -385896.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -385899.781250 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -385899.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -385902.093750 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -385902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -385903.437500 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -385903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -385904.468750 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -385904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -385904.468750 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -385904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -385906.281250 Penalty: 4029.284668
	Iteration 34Q: 3 clusters Score -385906.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -385907.562500 Penalty: 4029.284668
	Iteration 35Q: 3 clusters Score -385907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -385908.156250 Penalty: 4029.284668
	Iteration 36Q: 3 clusters Score -385908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -385909.250000 Penalty: 4029.284668
	Iteration 37Q: 3 clusters Score -385909.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -385910.218750 Penalty: 4029.284668
	Iteration 38Q: 3 clusters Score -385910.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -385913.750000 Penalty: 4029.284668
	Iteration 39Q: 3 clusters Score -385913.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -385921.562500 Penalty: 4029.284668
	Iteration 40F: 3 clusters Score -385921.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -385927.812500 Penalty: 4029.284668
	Iteration 41Q: 3 clusters Score -385927.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -385930.781250 Penalty: 4029.284668
	Iteration 42Q: 3 clusters Score -385930.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -385931.593750 Penalty: 4029.284668
	Iteration 43Q: 3 clusters Score -385931.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -385935.250000 Penalty: 4029.284668
	Iteration 44Q: 3 clusters Score -385935.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -385938.562500 Penalty: 4029.284668
	Iteration 45Q: 3 clusters Score -385938.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -385945.281250 Penalty: 4029.284668
	Iteration 46Q: 3 clusters Score -385945.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -385953.031250 Penalty: 4029.284668
	Iteration 47Q: 3 clusters Score -385953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -385959.718750 Penalty: 4029.284668
	Iteration 48Q: 3 clusters Score -385959.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -385964.000000 Penalty: 4029.284668
	Iteration 49Q: 3 clusters Score -385964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -385967.593750 Penalty: 4029.284668
	Iteration 50Q: 3 clusters Score -385967.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -385967.750000 Penalty: 4029.284668
	Iteration 51Q: 3 clusters Score -385967.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -385968.375000 Penalty: 4029.284668
	Iteration 52Q: 3 clusters Score -385968.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -385969.750000 Penalty: 4029.284668
	Iteration 53Q: 3 clusters Score -385969.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -385969.812500 Penalty: 4029.284668
	Iteration 54Q: 3 clusters Score -385969.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -385969.812500 Penalty: 4029.284668
	Iteration 55F: 3 clusters Score -385969.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Entering Unmasked Estep 
Score: -294464.875000 Penalty: 1958.990112
	Iteration 0F: 2 clusters Score -294464.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -291656.218750 Penalty: 3917.980225
	Iteration 0F: 3 clusters Score -291656.2 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -293374.343750 Penalty: 3917.980225
	Iteration 1F: 3 clusters Score -293374.3 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -294326.656250 Penalty: 3917.980225
	Iteration 2F: 3 clusters Score -294326.7 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -294790.968750 Penalty: 3917.980225
	Iteration 3F: 3 clusters Score -294791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -295224.125000 Penalty: 3917.980225
	Iteration 4F: 3 clusters Score -295224.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -295368.687500 Penalty: 3917.980225
	Iteration 5Q: 3 clusters Score -295368.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -295413.812500 Penalty: 3917.980225
	Iteration 6Q: 3 clusters Score -295413.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -295447.281250 Penalty: 3917.980225
	Iteration 7Q: 3 clusters Score -295447.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -295464.062500 Penalty: 3917.980225
	Iteration 8Q: 3 clusters Score -295464.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -295476.093750 Penalty: 3917.980225
	Iteration 9Q: 3 clusters Score -295476.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -295478.031250 Penalty: 3917.980225
	Iteration 10Q: 3 clusters Score -295478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -295478.031250 Penalty: 3917.980225
	Iteration 11F: 3 clusters Score -295478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267245 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 476 members 
Mstep: Class 14 contains 175752 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166829 members 
Entering Unmasked Estep 
Score: -81104824.000000 Penalty: 26657.613281
Splitting cluster 13 changes total score from -81105192.000000 to -81104824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (175752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175752 members 
Entering Unmasked Estep 
Score: -21136932.000000 Penalty: 2995.053467
	Iteration 0F: 2 clusters Score -2.113693e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88053 members 
Mstep: Class 2 contains 87699 members 
Entering Unmasked Estep 
Score: -21022702.000000 Penalty: 5990.106934
	Iteration 0F: 3 clusters Score -2.10227e+07 nChanged 84154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90281 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -21072244.000000 Penalty: 5990.106934
	Iteration 1F: 3 clusters Score -2.107224e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92148 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -21074202.000000 Penalty: 5990.106934
	Iteration 2Q: 3 clusters Score -2.10742e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95147 members 
Mstep: Class 2 contains 80605 members 
Entering Unmasked Estep 
Score: -21076992.000000 Penalty: 5990.106934
	Iteration 3Q: 3 clusters Score -2.107699e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99637 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -21081180.000000 Penalty: 5990.106934
	Iteration 4Q: 3 clusters Score -2.108118e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105652 members 
Mstep: Class 2 contains 70100 members 
Entering Unmasked Estep 
Score: -21087446.000000 Penalty: 5990.106934
	Iteration 5F: 3 clusters Score -2.108745e+07 nChanged 11671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112853 members 
Mstep: Class 2 contains 62899 members 
Entering Unmasked Estep 
Score: -21096130.000000 Penalty: 5990.106934
	Iteration 6F: 3 clusters Score -2.109613e+07 nChanged 12003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119872 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -21106176.000000 Penalty: 5990.106934
	Iteration 7F: 3 clusters Score -2.110618e+07 nChanged 10751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125157 members 
Mstep: Class 2 contains 50595 members 
Entering Unmasked Estep 
Score: -21114788.000000 Penalty: 5990.106934
	Iteration 8F: 3 clusters Score -2.111479e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128807 members 
Mstep: Class 2 contains 46945 members 
Entering Unmasked Estep 
Score: -21119136.000000 Penalty: 5990.106934
	Iteration 9Q: 3 clusters Score -2.111914e+07 nChanged 4756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131911 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -21121004.000000 Penalty: 5990.106934
	Iteration 10Q: 3 clusters Score -2.1121e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134842 members 
Mstep: Class 2 contains 40910 members 
Entering Unmasked Estep 
Score: -21122256.000000 Penalty: 5990.106934
	Iteration 11Q: 3 clusters Score -2.112226e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137797 members 
Mstep: Class 2 contains 37955 members 
Entering Unmasked Estep 
Score: -21123538.000000 Penalty: 5990.106934
	Iteration 12Q: 3 clusters Score -2.112354e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140627 members 
Mstep: Class 2 contains 35125 members 
Entering Unmasked Estep 
Score: -21124824.000000 Penalty: 5990.106934
	Iteration 13Q: 3 clusters Score -2.112482e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143339 members 
Mstep: Class 2 contains 32413 members 
Entering Unmasked Estep 
Score: -21125880.000000 Penalty: 5990.106934
	Iteration 14Q: 3 clusters Score -2.112588e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145919 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -21126860.000000 Penalty: 5990.106934
	Iteration 15Q: 3 clusters Score -2.112686e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148356 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -21127624.000000 Penalty: 5990.106934
	Iteration 16Q: 3 clusters Score -2.112762e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150781 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -21128454.000000 Penalty: 5990.106934
	Iteration 17Q: 3 clusters Score -2.112845e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153034 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -21129188.000000 Penalty: 5990.106934
	Iteration 18Q: 3 clusters Score -2.112919e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155198 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -21129884.000000 Penalty: 5990.106934
	Iteration 19Q: 3 clusters Score -2.112988e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157231 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -21130432.000000 Penalty: 5990.106934
	Iteration 20F: 3 clusters Score -2.113043e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159110 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -21130894.000000 Penalty: 5990.106934
	Iteration 21Q: 3 clusters Score -2.113089e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160775 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -21131392.000000 Penalty: 5990.106934
	Iteration 22Q: 3 clusters Score -2.113139e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162336 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -21131852.000000 Penalty: 5990.106934
	Iteration 23Q: 3 clusters Score -2.113185e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163718 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -21132164.000000 Penalty: 5990.106934
	Iteration 24Q: 3 clusters Score -2.113216e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165040 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -21132558.000000 Penalty: 5990.106934
	Iteration 25Q: 3 clusters Score -2.113256e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166171 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -21132850.000000 Penalty: 5990.106934
	Iteration 26Q: 3 clusters Score -2.113285e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167206 members 
Mstep: Class 2 contains 8546 members 
Entering Unmasked Estep 
Score: -21133052.000000 Penalty: 5990.106934
	Iteration 27Q: 3 clusters Score -2.113305e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168118 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -21133254.000000 Penalty: 5990.106934
	Iteration 28Q: 3 clusters Score -2.113325e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168912 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -21133620.000000 Penalty: 5990.106934
	Iteration 29Q: 3 clusters Score -2.113362e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169629 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -21133932.000000 Penalty: 5990.106934
	Iteration 30Q: 3 clusters Score -2.113393e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170316 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -21134088.000000 Penalty: 5990.106934
	Iteration 31Q: 3 clusters Score -2.113409e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170888 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -21134296.000000 Penalty: 5990.106934
	Iteration 32Q: 3 clusters Score -2.11343e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171344 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -21134422.000000 Penalty: 5990.106934
	Iteration 33Q: 3 clusters Score -2.113442e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171731 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -21134574.000000 Penalty: 5990.106934
	Iteration 34Q: 3 clusters Score -2.113457e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172069 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -21134654.000000 Penalty: 5990.106934
	Iteration 35Q: 3 clusters Score -2.113465e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172361 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -21134742.000000 Penalty: 5990.106934
	Iteration 36Q: 3 clusters Score -2.113474e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172607 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -21134758.000000 Penalty: 5990.106934
	Iteration 37Q: 3 clusters Score -2.113476e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172804 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -21134834.000000 Penalty: 5990.106934
	Iteration 38Q: 3 clusters Score -2.113483e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172955 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -21134856.000000 Penalty: 5990.106934
	Iteration 39Q: 3 clusters Score -2.113486e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173096 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -21134964.000000 Penalty: 5990.106934
	Iteration 40F: 3 clusters Score -2.113496e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173216 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -21135012.000000 Penalty: 5990.106934
	Iteration 41Q: 3 clusters Score -2.113501e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173328 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -21135068.000000 Penalty: 5990.106934
	Iteration 42Q: 3 clusters Score -2.113507e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173418 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -21135146.000000 Penalty: 5990.106934
	Iteration 43Q: 3 clusters Score -2.113515e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173516 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -21135190.000000 Penalty: 5990.106934
	Iteration 44Q: 3 clusters Score -2.113519e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -21135250.000000 Penalty: 5990.106934
	Iteration 45Q: 3 clusters Score -2.113525e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173649 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -21135272.000000 Penalty: 5990.106934
	Iteration 46Q: 3 clusters Score -2.113527e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173692 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -21135300.000000 Penalty: 5990.106934
	Iteration 47Q: 3 clusters Score -2.11353e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173745 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -21135334.000000 Penalty: 5990.106934
	Iteration 48Q: 3 clusters Score -2.113533e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173771 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -21135348.000000 Penalty: 5990.106934
	Iteration 49Q: 3 clusters Score -2.113535e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173805 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -21135362.000000 Penalty: 5990.106934
	Iteration 50Q: 3 clusters Score -2.113536e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173832 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -21135354.000000 Penalty: 5990.106934
	Iteration 51Q: 3 clusters Score -2.113535e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173850 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -21135364.000000 Penalty: 5990.106934
	Iteration 52Q: 3 clusters Score -2.113536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173875 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -21135364.000000 Penalty: 5990.106934
	Iteration 53Q: 3 clusters Score -2.113536e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173895 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -21135374.000000 Penalty: 5990.106934
	Iteration 54Q: 3 clusters Score -2.113537e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173910 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -21135396.000000 Penalty: 5990.106934
	Iteration 55Q: 3 clusters Score -2.11354e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -21135404.000000 Penalty: 5990.106934
	Iteration 56Q: 3 clusters Score -2.11354e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173931 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -21135410.000000 Penalty: 5990.106934
	Iteration 57Q: 3 clusters Score -2.113541e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173942 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -21135412.000000 Penalty: 5990.106934
	Iteration 58Q: 3 clusters Score -2.113541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173949 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -21135398.000000 Penalty: 5990.106934
	Iteration 59Q: 3 clusters Score -2.11354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173951 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -21135426.000000 Penalty: 5990.106934
	Iteration 60F: 3 clusters Score -2.113543e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173932 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -21135438.000000 Penalty: 5990.106934
	Iteration 61Q: 3 clusters Score -2.113544e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173910 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -21135456.000000 Penalty: 5990.106934
	Iteration 62Q: 3 clusters Score -2.113546e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -21135476.000000 Penalty: 5990.106934
	Iteration 63Q: 3 clusters Score -2.113548e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173886 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -21135514.000000 Penalty: 5990.106934
	Iteration 64Q: 3 clusters Score -2.113551e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173882 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -21135570.000000 Penalty: 5990.106934
	Iteration 65Q: 3 clusters Score -2.113557e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173861 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -21135562.000000 Penalty: 5990.106934
	Iteration 66Q: 3 clusters Score -2.113556e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173847 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -21135576.000000 Penalty: 5990.106934
	Iteration 67Q: 3 clusters Score -2.113558e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173839 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -21135620.000000 Penalty: 5990.106934
	Iteration 68Q: 3 clusters Score -2.113562e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173829 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -21135628.000000 Penalty: 5990.106934
	Iteration 69Q: 3 clusters Score -2.113563e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173810 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -21135652.000000 Penalty: 5990.106934
	Iteration 70Q: 3 clusters Score -2.113565e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173787 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -21135688.000000 Penalty: 5990.106934
	Iteration 71Q: 3 clusters Score -2.113569e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173772 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -21135682.000000 Penalty: 5990.106934
	Iteration 72Q: 3 clusters Score -2.113568e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173743 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -21135666.000000 Penalty: 5990.106934
	Iteration 73Q: 3 clusters Score -2.113567e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173709 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -21135694.000000 Penalty: 5990.106934
	Iteration 74Q: 3 clusters Score -2.113569e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173678 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -21135714.000000 Penalty: 5990.106934
	Iteration 75Q: 3 clusters Score -2.113571e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173646 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -21135732.000000 Penalty: 5990.106934
	Iteration 76Q: 3 clusters Score -2.113573e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173632 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -21135754.000000 Penalty: 5990.106934
	Iteration 77Q: 3 clusters Score -2.113575e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173618 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -21135772.000000 Penalty: 5990.106934
	Iteration 78Q: 3 clusters Score -2.113577e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173606 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -21135790.000000 Penalty: 5990.106934
	Iteration 79Q: 3 clusters Score -2.113579e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173601 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -21135802.000000 Penalty: 5990.106934
	Iteration 80F: 3 clusters Score -2.11358e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173587 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -21135792.000000 Penalty: 5990.106934
	Iteration 81Q: 3 clusters Score -2.113579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173569 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -21135806.000000 Penalty: 5990.106934
	Iteration 82Q: 3 clusters Score -2.113581e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173558 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -21135820.000000 Penalty: 5990.106934
	Iteration 83Q: 3 clusters Score -2.113582e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173536 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -21135800.000000 Penalty: 5990.106934
	Iteration 84Q: 3 clusters Score -2.11358e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173527 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -21135780.000000 Penalty: 5990.106934
	Iteration 85Q: 3 clusters Score -2.113578e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173520 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -21135800.000000 Penalty: 5990.106934
	Iteration 86Q: 3 clusters Score -2.11358e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173511 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -21135792.000000 Penalty: 5990.106934
	Iteration 87Q: 3 clusters Score -2.113579e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173510 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -21135778.000000 Penalty: 5990.106934
	Iteration 88Q: 3 clusters Score -2.113578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173508 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21135764.000000 Penalty: 5990.106934
	Iteration 89Q: 3 clusters Score -2.113576e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173505 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -21135750.000000 Penalty: 5990.106934
	Iteration 90Q: 3 clusters Score -2.113575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173501 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -21135760.000000 Penalty: 5990.106934
	Iteration 91Q: 3 clusters Score -2.113576e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173502 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21135760.000000 Penalty: 5990.106934
	Iteration 92Q: 3 clusters Score -2.113576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173501 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -21135750.000000 Penalty: 5990.106934
	Iteration 93Q: 3 clusters Score -2.113575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173502 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -21135756.000000 Penalty: 5990.106934
	Iteration 94Q: 3 clusters Score -2.113576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173498 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -21135754.000000 Penalty: 5990.106934
	Iteration 95Q: 3 clusters Score -2.113575e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173493 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -21135746.000000 Penalty: 5990.106934
	Iteration 96Q: 3 clusters Score -2.113575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173490 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -21135750.000000 Penalty: 5990.106934
	Iteration 97Q: 3 clusters Score -2.113575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173487 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -21135752.000000 Penalty: 5990.106934
	Iteration 98Q: 3 clusters Score -2.113575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173485 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -21135748.000000 Penalty: 5990.106934
	Iteration 99Q: 3 clusters Score -2.113575e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173480 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -21135748.000000 Penalty: 5990.106934
	Iteration 100F: 3 clusters Score -2.113575e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173477 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -21135774.000000 Penalty: 5990.106934
	Iteration 101Q: 3 clusters Score -2.113577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21135764.000000 Penalty: 5990.106934
	Iteration 102Q: 3 clusters Score -2.113576e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173474 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21135750.000000 Penalty: 5990.106934
	Iteration 103Q: 3 clusters Score -2.113575e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173472 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -21135780.000000 Penalty: 5990.106934
	Iteration 104Q: 3 clusters Score -2.113578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173471 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -21135772.000000 Penalty: 5990.106934
	Iteration 105Q: 3 clusters Score -2.113577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173472 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -21135780.000000 Penalty: 5990.106934
	Iteration 106Q: 3 clusters Score -2.113578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173474 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -21135778.000000 Penalty: 5990.106934
	Iteration 107Q: 3 clusters Score -2.113578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173475 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -21135774.000000 Penalty: 5990.106934
	Iteration 108Q: 3 clusters Score -2.113577e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21135770.000000 Penalty: 5990.106934
	Iteration 109Q: 3 clusters Score -2.113577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21135772.000000 Penalty: 5990.106934
	Iteration 110Q: 3 clusters Score -2.113577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21135782.000000 Penalty: 5990.106934
	Iteration 111Q: 3 clusters Score -2.113578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173473 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -21135782.000000 Penalty: 5990.106934
	Iteration 112F: 3 clusters Score -2.113578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Entering Unmasked Estep 
Score: -2380483.250000 Penalty: 2453.422119
	Iteration 0F: 2 clusters Score -2380483 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2366505.000000 Penalty: 4906.844238
	Iteration 0F: 3 clusters Score -2366505 nChanged 8769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2371239.500000 Penalty: 4906.844238
	Iteration 1F: 3 clusters Score -2371240 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2371888.750000 Penalty: 4906.844238
	Iteration 2F: 3 clusters Score -2371889 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2372753.500000 Penalty: 4906.844238
	Iteration 3F: 3 clusters Score -2372754 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -2373771.500000 Penalty: 4906.844238
	Iteration 4F: 3 clusters Score -2373772 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -2374759.250000 Penalty: 4906.844238
	Iteration 5F: 3 clusters Score -2374759 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -2375758.500000 Penalty: 4906.844238
	Iteration 6F: 3 clusters Score -2375758 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -2376717.250000 Penalty: 4906.844238
	Iteration 7F: 3 clusters Score -2376717 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2377525.000000 Penalty: 4906.844238
	Iteration 8F: 3 clusters Score -2377525 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4863 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2378123.250000 Penalty: 4906.844238
	Iteration 9Q: 3 clusters Score -2378123 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -2378512.000000 Penalty: 4906.844238
	Iteration 10Q: 3 clusters Score -2378512 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 15805 members 
Entering Unmasked Estep 
Score: -2378790.500000 Penalty: 4906.844238
	Iteration 11Q: 3 clusters Score -2378790 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2379009.250000 Penalty: 4906.844238
	Iteration 12Q: 3 clusters Score -2379009 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2379169.000000 Penalty: 4906.844238
	Iteration 13Q: 3 clusters Score -2379169 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2379293.750000 Penalty: 4906.844238
	Iteration 14Q: 3 clusters Score -2379294 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2379387.750000 Penalty: 4906.844238
	Iteration 15Q: 3 clusters Score -2379388 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2379478.000000 Penalty: 4906.844238
	Iteration 16Q: 3 clusters Score -2379478 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -2379566.000000 Penalty: 4906.844238
	Iteration 17Q: 3 clusters Score -2379566 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -2379630.250000 Penalty: 4906.844238
	Iteration 18Q: 3 clusters Score -2379630 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -2379691.250000 Penalty: 4906.844238
	Iteration 19Q: 3 clusters Score -2379691 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 17638 members 
Entering Unmasked Estep 
Score: -2379729.750000 Penalty: 4906.844238
	Iteration 20F: 3 clusters Score -2379730 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2379767.750000 Penalty: 4906.844238
	Iteration 21Q: 3 clusters Score -2379768 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2379810.000000 Penalty: 4906.844238
	Iteration 22Q: 3 clusters Score -2379810 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2379850.750000 Penalty: 4906.844238
	Iteration 23Q: 3 clusters Score -2379851 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2379879.500000 Penalty: 4906.844238
	Iteration 24Q: 3 clusters Score -2379880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2379906.750000 Penalty: 4906.844238
	Iteration 25Q: 3 clusters Score -2379907 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2379926.750000 Penalty: 4906.844238
	Iteration 26Q: 3 clusters Score -2379927 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2379936.500000 Penalty: 4906.844238
	Iteration 27Q: 3 clusters Score -2379936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2379950.750000 Penalty: 4906.844238
	Iteration 28Q: 3 clusters Score -2379951 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2379950.750000 Penalty: 4906.844238
	Iteration 29Q: 3 clusters Score -2379951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -2379958.000000 Penalty: 4906.844238
	Iteration 30Q: 3 clusters Score -2379958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -2379963.000000 Penalty: 4906.844238
	Iteration 31Q: 3 clusters Score -2379963 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2379964.500000 Penalty: 4906.844238
	Iteration 32Q: 3 clusters Score -2379964 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2379962.250000 Penalty: 4906.844238
	Iteration 33Q: 3 clusters Score -2379962 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2379963.500000 Penalty: 4906.844238
	Iteration 34Q: 3 clusters Score -2379964 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2379965.250000 Penalty: 4906.844238
	Iteration 35Q: 3 clusters Score -2379965 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2379967.000000 Penalty: 4906.844238
	Iteration 36Q: 3 clusters Score -2379967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2379965.750000 Penalty: 4906.844238
	Iteration 37Q: 3 clusters Score -2379966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2379966.750000 Penalty: 4906.844238
	Iteration 38Q: 3 clusters Score -2379967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -2379965.500000 Penalty: 4906.844238
	Iteration 39Q: 3 clusters Score -2379966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2379968.500000 Penalty: 4906.844238
	Iteration 40F: 3 clusters Score -2379968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166829 members 
Entering Unmasked Estep 
Score: -20169716.000000 Penalty: 2982.131836
	Iteration 0F: 2 clusters Score -2.016972e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83422 members 
Mstep: Class 2 contains 83407 members 
Entering Unmasked Estep 
Score: -20062146.000000 Penalty: 5964.263672
	Iteration 0F: 3 clusters Score -2.006215e+07 nChanged 79854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85542 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -20109018.000000 Penalty: 5964.263672
	Iteration 1F: 3 clusters Score -2.010902e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 80521 members 
Entering Unmasked Estep 
Score: -20110380.000000 Penalty: 5964.263672
	Iteration 2Q: 3 clusters Score -2.011038e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87430 members 
Mstep: Class 2 contains 79399 members 
Entering Unmasked Estep 
Score: -20112104.000000 Penalty: 5964.263672
	Iteration 3Q: 3 clusters Score -2.01121e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88830 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -20114272.000000 Penalty: 5964.263672
	Iteration 4Q: 3 clusters Score -2.011427e+07 nChanged 6515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90591 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -20117220.000000 Penalty: 5964.263672
	Iteration 5Q: 3 clusters Score -2.011722e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92489 members 
Mstep: Class 2 contains 74340 members 
Entering Unmasked Estep 
Score: -20121254.000000 Penalty: 5964.263672
	Iteration 6Q: 3 clusters Score -2.012125e+07 nChanged 8829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94444 members 
Mstep: Class 2 contains 72385 members 
Entering Unmasked Estep 
Score: -20126636.000000 Penalty: 5964.263672
	Iteration 7F: 3 clusters Score -2.012664e+07 nChanged 10164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96154 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -20134030.000000 Penalty: 5964.263672
	Iteration 8F: 3 clusters Score -2.013403e+07 nChanged 10848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97394 members 
Mstep: Class 2 contains 69435 members 
Entering Unmasked Estep 
Score: -20141706.000000 Penalty: 5964.263672
	Iteration 9F: 3 clusters Score -2.014171e+07 nChanged 9418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98242 members 
Mstep: Class 2 contains 68587 members 
Entering Unmasked Estep 
Score: -20146650.000000 Penalty: 5964.263672
	Iteration 10F: 3 clusters Score -2.014665e+07 nChanged 6312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99080 members 
Mstep: Class 2 contains 67749 members 
Entering Unmasked Estep 
Score: -20148608.000000 Penalty: 5964.263672
	Iteration 11Q: 3 clusters Score -2.014861e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100032 members 
Mstep: Class 2 contains 66797 members 
Entering Unmasked Estep 
Score: -20149118.000000 Penalty: 5964.263672
	Iteration 12Q: 3 clusters Score -2.014912e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100873 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -20149398.000000 Penalty: 5964.263672
	Iteration 13Q: 3 clusters Score -2.01494e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101673 members 
Mstep: Class 2 contains 65156 members 
Entering Unmasked Estep 
Score: -20149606.000000 Penalty: 5964.263672
	Iteration 14Q: 3 clusters Score -2.014961e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -20149826.000000 Penalty: 5964.263672
	Iteration 15Q: 3 clusters Score -2.014983e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103437 members 
Mstep: Class 2 contains 63392 members 
Entering Unmasked Estep 
Score: -20149930.000000 Penalty: 5964.263672
	Iteration 16Q: 3 clusters Score -2.014993e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104338 members 
Mstep: Class 2 contains 62491 members 
Entering Unmasked Estep 
Score: -20150046.000000 Penalty: 5964.263672
	Iteration 17Q: 3 clusters Score -2.015005e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105252 members 
Mstep: Class 2 contains 61577 members 
Entering Unmasked Estep 
Score: -20150264.000000 Penalty: 5964.263672
	Iteration 18Q: 3 clusters Score -2.015026e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106229 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -20150526.000000 Penalty: 5964.263672
	Iteration 19Q: 3 clusters Score -2.015053e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107277 members 
Mstep: Class 2 contains 59552 members 
Entering Unmasked Estep 
Score: -20150762.000000 Penalty: 5964.263672
	Iteration 20F: 3 clusters Score -2.015076e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108376 members 
Mstep: Class 2 contains 58453 members 
Entering Unmasked Estep 
Score: -20150914.000000 Penalty: 5964.263672
	Iteration 21Q: 3 clusters Score -2.015091e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109542 members 
Mstep: Class 2 contains 57287 members 
Entering Unmasked Estep 
Score: -20151270.000000 Penalty: 5964.263672
	Iteration 22Q: 3 clusters Score -2.015127e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110852 members 
Mstep: Class 2 contains 55977 members 
Entering Unmasked Estep 
Score: -20151418.000000 Penalty: 5964.263672
	Iteration 23Q: 3 clusters Score -2.015142e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112252 members 
Mstep: Class 2 contains 54577 members 
Entering Unmasked Estep 
Score: -20151710.000000 Penalty: 5964.263672
	Iteration 24Q: 3 clusters Score -2.015171e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113713 members 
Mstep: Class 2 contains 53116 members 
Entering Unmasked Estep 
Score: -20151992.000000 Penalty: 5964.263672
	Iteration 25Q: 3 clusters Score -2.015199e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115242 members 
Mstep: Class 2 contains 51587 members 
Entering Unmasked Estep 
Score: -20152278.000000 Penalty: 5964.263672
	Iteration 26Q: 3 clusters Score -2.015228e+07 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116940 members 
Mstep: Class 2 contains 49889 members 
Entering Unmasked Estep 
Score: -20152732.000000 Penalty: 5964.263672
	Iteration 27Q: 3 clusters Score -2.015273e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118798 members 
Mstep: Class 2 contains 48031 members 
Entering Unmasked Estep 
Score: -20153128.000000 Penalty: 5964.263672
	Iteration 28Q: 3 clusters Score -2.015313e+07 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120742 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -20153568.000000 Penalty: 5964.263672
	Iteration 29Q: 3 clusters Score -2.015357e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122814 members 
Mstep: Class 2 contains 44015 members 
Entering Unmasked Estep 
Score: -20154016.000000 Penalty: 5964.263672
	Iteration 30Q: 3 clusters Score -2.015402e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125071 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -20154548.000000 Penalty: 5964.263672
	Iteration 31Q: 3 clusters Score -2.015455e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127476 members 
Mstep: Class 2 contains 39353 members 
Entering Unmasked Estep 
Score: -20155180.000000 Penalty: 5964.263672
	Iteration 32Q: 3 clusters Score -2.015518e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130072 members 
Mstep: Class 2 contains 36757 members 
Entering Unmasked Estep 
Score: -20155954.000000 Penalty: 5964.263672
	Iteration 33Q: 3 clusters Score -2.015595e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132919 members 
Mstep: Class 2 contains 33910 members 
Entering Unmasked Estep 
Score: -20156896.000000 Penalty: 5964.263672
	Iteration 34Q: 3 clusters Score -2.01569e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135897 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -20158008.000000 Penalty: 5964.263672
	Iteration 35Q: 3 clusters Score -2.015801e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138916 members 
Mstep: Class 2 contains 27913 members 
Entering Unmasked Estep 
Score: -20158974.000000 Penalty: 5964.263672
	Iteration 36Q: 3 clusters Score -2.015897e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141973 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -20160256.000000 Penalty: 5964.263672
	Iteration 37Q: 3 clusters Score -2.016026e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144983 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -20161458.000000 Penalty: 5964.263672
	Iteration 38Q: 3 clusters Score -2.016146e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147914 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -20162800.000000 Penalty: 5964.263672
	Iteration 39Q: 3 clusters Score -2.01628e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 16223 members 
Entering Unmasked Estep 
Score: -20163780.000000 Penalty: 5964.263672
	Iteration 40F: 3 clusters Score -2.016378e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152996 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -20164428.000000 Penalty: 5964.263672
	Iteration 41Q: 3 clusters Score -2.016443e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155126 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -20165178.000000 Penalty: 5964.263672
	Iteration 42Q: 3 clusters Score -2.016518e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156963 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -20165688.000000 Penalty: 5964.263672
	Iteration 43Q: 3 clusters Score -2.016569e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158529 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -20166098.000000 Penalty: 5964.263672
	Iteration 44Q: 3 clusters Score -2.01661e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159773 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -20166356.000000 Penalty: 5964.263672
	Iteration 45Q: 3 clusters Score -2.016636e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160847 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -20166592.000000 Penalty: 5964.263672
	Iteration 46Q: 3 clusters Score -2.016659e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161728 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -20166660.000000 Penalty: 5964.263672
	Iteration 47Q: 3 clusters Score -2.016666e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162419 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -20166756.000000 Penalty: 5964.263672
	Iteration 48Q: 3 clusters Score -2.016676e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162946 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -20166810.000000 Penalty: 5964.263672
	Iteration 49Q: 3 clusters Score -2.016681e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163361 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -20166916.000000 Penalty: 5964.263672
	Iteration 50Q: 3 clusters Score -2.016692e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163719 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -20166994.000000 Penalty: 5964.263672
	Iteration 51Q: 3 clusters Score -2.016699e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164008 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -20167058.000000 Penalty: 5964.263672
	Iteration 52Q: 3 clusters Score -2.016706e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164230 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -20167090.000000 Penalty: 5964.263672
	Iteration 53Q: 3 clusters Score -2.016709e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164420 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -20167136.000000 Penalty: 5964.263672
	Iteration 54Q: 3 clusters Score -2.016714e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164570 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -20167154.000000 Penalty: 5964.263672
	Iteration 55Q: 3 clusters Score -2.016715e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164690 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -20167196.000000 Penalty: 5964.263672
	Iteration 56Q: 3 clusters Score -2.01672e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164804 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -20167216.000000 Penalty: 5964.263672
	Iteration 57Q: 3 clusters Score -2.016722e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164901 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -20167238.000000 Penalty: 5964.263672
	Iteration 58Q: 3 clusters Score -2.016724e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164971 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -20167286.000000 Penalty: 5964.263672
	Iteration 59Q: 3 clusters Score -2.016729e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165032 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -20167280.000000 Penalty: 5964.263672
	Iteration 60F: 3 clusters Score -2.016728e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165082 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -20167274.000000 Penalty: 5964.263672
	Iteration 61Q: 3 clusters Score -2.016727e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165122 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -20167256.000000 Penalty: 5964.263672
	Iteration 62Q: 3 clusters Score -2.016726e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165166 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -20167258.000000 Penalty: 5964.263672
	Iteration 63Q: 3 clusters Score -2.016726e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165206 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -20167252.000000 Penalty: 5964.263672
	Iteration 64Q: 3 clusters Score -2.016725e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165249 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -20167216.000000 Penalty: 5964.263672
	Iteration 65Q: 3 clusters Score -2.016722e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165276 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -20167262.000000 Penalty: 5964.263672
	Iteration 66Q: 3 clusters Score -2.016726e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165318 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -20167274.000000 Penalty: 5964.263672
	Iteration 67Q: 3 clusters Score -2.016727e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165358 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -20167276.000000 Penalty: 5964.263672
	Iteration 68Q: 3 clusters Score -2.016728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165390 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -20167284.000000 Penalty: 5964.263672
	Iteration 69Q: 3 clusters Score -2.016728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165417 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -20167298.000000 Penalty: 5964.263672
	Iteration 70Q: 3 clusters Score -2.01673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165428 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20167306.000000 Penalty: 5964.263672
	Iteration 71Q: 3 clusters Score -2.016731e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165443 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -20167308.000000 Penalty: 5964.263672
	Iteration 72Q: 3 clusters Score -2.016731e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165455 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -20167318.000000 Penalty: 5964.263672
	Iteration 73Q: 3 clusters Score -2.016732e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165473 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -20167314.000000 Penalty: 5964.263672
	Iteration 74Q: 3 clusters Score -2.016731e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165489 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20167314.000000 Penalty: 5964.263672
	Iteration 75Q: 3 clusters Score -2.016731e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165506 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20167310.000000 Penalty: 5964.263672
	Iteration 76Q: 3 clusters Score -2.016731e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165512 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -20167302.000000 Penalty: 5964.263672
	Iteration 77Q: 3 clusters Score -2.01673e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165520 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -20167312.000000 Penalty: 5964.263672
	Iteration 78Q: 3 clusters Score -2.016731e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165532 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -20167318.000000 Penalty: 5964.263672
	Iteration 79Q: 3 clusters Score -2.016732e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165538 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -20167298.000000 Penalty: 5964.263672
	Iteration 80F: 3 clusters Score -2.01673e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165548 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -20167318.000000 Penalty: 5964.263672
	Iteration 81Q: 3 clusters Score -2.016732e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165549 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -20167326.000000 Penalty: 5964.263672
	Iteration 82Q: 3 clusters Score -2.016733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165551 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -20167322.000000 Penalty: 5964.263672
	Iteration 83Q: 3 clusters Score -2.016732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -20167316.000000 Penalty: 5964.263672
	Iteration 84Q: 3 clusters Score -2.016732e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165561 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -20167330.000000 Penalty: 5964.263672
	Iteration 85Q: 3 clusters Score -2.016733e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165565 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -20167332.000000 Penalty: 5964.263672
	Iteration 86Q: 3 clusters Score -2.016733e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165568 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -20167336.000000 Penalty: 5964.263672
	Iteration 87Q: 3 clusters Score -2.016734e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165572 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -20167326.000000 Penalty: 5964.263672
	Iteration 88Q: 3 clusters Score -2.016733e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165576 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -20167328.000000 Penalty: 5964.263672
	Iteration 89Q: 3 clusters Score -2.016733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165578 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20167340.000000 Penalty: 5964.263672
	Iteration 90Q: 3 clusters Score -2.016734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165580 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -20167348.000000 Penalty: 5964.263672
	Iteration 91Q: 3 clusters Score -2.016735e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165582 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -20167334.000000 Penalty: 5964.263672
	Iteration 92Q: 3 clusters Score -2.016733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165585 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -20167318.000000 Penalty: 5964.263672
	Iteration 93Q: 3 clusters Score -2.016732e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165586 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20167328.000000 Penalty: 5964.263672
	Iteration 94Q: 3 clusters Score -2.016733e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165587 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -20167334.000000 Penalty: 5964.263672
	Iteration 95Q: 3 clusters Score -2.016733e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165589 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -20167334.000000 Penalty: 5964.263672
	Iteration 96Q: 3 clusters Score -2.016733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165592 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -20167336.000000 Penalty: 5964.263672
	Iteration 97Q: 3 clusters Score -2.016734e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165593 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20167334.000000 Penalty: 5964.263672
	Iteration 98Q: 3 clusters Score -2.016733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165593 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20167334.000000 Penalty: 5964.263672
	Iteration 99F: 3 clusters Score -2.016733e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267245 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175752 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 279Q: 8 clusters Score -8.110515e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267243 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175754 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105128.000000 Penalty: 23325.412109
Iteration 280F: 8 clusters Score -8.110513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48707 members 
Mstep: Class 5 contains 267240 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175756 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105144.000000 Penalty: 23325.412109
Iteration 281Q: 8 clusters Score -8.110514e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48707 members 
Mstep: Class 5 contains 267236 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175760 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105152.000000 Penalty: 23325.412109
Iteration 282Q: 8 clusters Score -8.110515e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48707 members 
Mstep: Class 5 contains 267232 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175765 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105176.000000 Penalty: 23325.412109
Iteration 283Q: 8 clusters Score -8.110518e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48707 members 
Mstep: Class 5 contains 267226 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175773 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105160.000000 Penalty: 23325.412109
Iteration 284Q: 8 clusters Score -8.110516e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48706 members 
Mstep: Class 5 contains 267222 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175779 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166825 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 285Q: 8 clusters Score -8.110518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48704 members 
Mstep: Class 5 contains 267219 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175787 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166822 members 
Entering Unmasked Estep 
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Iteration 286Q: 8 clusters Score -8.110517e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48703 members 
Mstep: Class 5 contains 267215 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2695 members 
Mstep: Class 14 contains 175799 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166815 members 
Entering Unmasked Estep 
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Iteration 287Q: 8 clusters Score -8.11052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48700 members 
Mstep: Class 5 contains 267214 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175806 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166811 members 
Entering Unmasked Estep 
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Iteration 288Q: 8 clusters Score -8.110516e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48699 members 
Mstep: Class 5 contains 267207 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175815 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166810 members 
Entering Unmasked Estep 
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Iteration 289Q: 8 clusters Score -8.110513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48698 members 
Mstep: Class 5 contains 267199 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175825 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166809 members 
Entering Unmasked Estep 
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Iteration 290Q: 8 clusters Score -8.110514e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48698 members 
Mstep: Class 5 contains 267193 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175833 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166807 members 
Entering Unmasked Estep 
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Iteration 291Q: 8 clusters Score -8.110512e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48698 members 
Mstep: Class 5 contains 267189 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175842 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166802 members 
Entering Unmasked Estep 
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Iteration 292Q: 8 clusters Score -8.110521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48697 members 
Mstep: Class 5 contains 267181 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175854 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166799 members 
Entering Unmasked Estep 
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Iteration 293Q: 8 clusters Score -8.110518e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48696 members 
Mstep: Class 5 contains 267164 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175867 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166804 members 
Entering Unmasked Estep 
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Iteration 294Q: 8 clusters Score -8.110519e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48695 members 
Mstep: Class 5 contains 267152 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175881 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166803 members 
Entering Unmasked Estep 
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Iteration 295Q: 8 clusters Score -8.110516e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48693 members 
Mstep: Class 5 contains 267141 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175896 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166801 members 
Entering Unmasked Estep 
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Iteration 296Q: 8 clusters Score -8.110513e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48694 members 
Mstep: Class 5 contains 267127 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2696 members 
Mstep: Class 14 contains 175911 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166799 members 
Entering Unmasked Estep 
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Iteration 297Q: 8 clusters Score -8.110514e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48693 members 
Mstep: Class 5 contains 267113 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175926 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166798 members 
Entering Unmasked Estep 
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Iteration 298Q: 8 clusters Score -8.110512e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48690 members 
Mstep: Class 5 contains 267111 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 175937 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166790 members 
Entering Unmasked Estep 
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Iteration 299Q: 8 clusters Score -8.110518e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48688 members 
Mstep: Class 5 contains 267107 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175941 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166793 members 
Entering Unmasked Estep 
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Iteration 300F: 8 clusters Score -8.110519e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48686 members 
Mstep: Class 5 contains 267097 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175948 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166798 members 
Entering Unmasked Estep 
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Iteration 301Q: 8 clusters Score -8.110515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48686 members 
Mstep: Class 5 contains 267085 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175962 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166796 members 
Entering Unmasked Estep 
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Iteration 302Q: 8 clusters Score -8.110516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48685 members 
Mstep: Class 5 contains 267080 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175967 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166797 members 
Entering Unmasked Estep 
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Iteration 303Q: 8 clusters Score -8.110519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48683 members 
Mstep: Class 5 contains 267074 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175975 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166797 members 
Entering Unmasked Estep 
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Iteration 304Q: 8 clusters Score -8.110525e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48681 members 
Mstep: Class 5 contains 267072 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175977 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166800 members 
Entering Unmasked Estep 
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Iteration 305Q: 8 clusters Score -8.110524e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 267074 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175981 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166799 members 
Entering Unmasked Estep 
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Iteration 306Q: 8 clusters Score -8.110529e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48675 members 
Mstep: Class 5 contains 267068 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 175992 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166796 members 
Entering Unmasked Estep 
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Iteration 307Q: 8 clusters Score -8.110529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48675 members 
Mstep: Class 5 contains 267051 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176006 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166799 members 
Entering Unmasked Estep 
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Iteration 308Q: 8 clusters Score -8.110527e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48674 members 
Mstep: Class 5 contains 267040 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176017 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166800 members 
Entering Unmasked Estep 
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Iteration 309Q: 8 clusters Score -8.110526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48674 members 
Mstep: Class 5 contains 267035 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176025 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166797 members 
Entering Unmasked Estep 
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Iteration 310Q: 8 clusters Score -8.11053e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48673 members 
Mstep: Class 5 contains 267029 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176035 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166794 members 
Entering Unmasked Estep 
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Iteration 311Q: 8 clusters Score -8.110529e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48672 members 
Mstep: Class 5 contains 267017 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176052 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166790 members 
Entering Unmasked Estep 
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Iteration 312Q: 8 clusters Score -8.110527e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48672 members 
Mstep: Class 5 contains 267008 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176061 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166790 members 
Entering Unmasked Estep 
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Iteration 313Q: 8 clusters Score -8.110533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48672 members 
Mstep: Class 5 contains 266985 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176083 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166791 members 
Entering Unmasked Estep 
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Iteration 314Q: 8 clusters Score -8.110532e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48671 members 
Mstep: Class 5 contains 266964 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176103 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166793 members 
Entering Unmasked Estep 
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Iteration 315Q: 8 clusters Score -8.110526e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48670 members 
Mstep: Class 5 contains 266939 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176129 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166793 members 
Entering Unmasked Estep 
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Iteration 316Q: 8 clusters Score -8.110526e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48670 members 
Mstep: Class 5 contains 266923 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176146 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166792 members 
Entering Unmasked Estep 
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Iteration 317Q: 8 clusters Score -8.110527e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48670 members 
Mstep: Class 5 contains 266909 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176163 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166789 members 
Entering Unmasked Estep 
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Iteration 318Q: 8 clusters Score -8.110534e+07 nChanged 58
Entering ConstructFrom: 
Score: -81105344.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 2 (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: -5697674.000000 Penalty: 2676.629150
	Iteration 0F: 2 clusters Score -5697674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24429 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -5664783.000000 Penalty: 5353.258301
	Iteration 0F: 3 clusters Score -5664783 nChanged 22519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -5677339.000000 Penalty: 5353.258301
	Iteration 1F: 3 clusters Score -5677339 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -5677954.500000 Penalty: 5353.258301
	Iteration 2Q: 3 clusters Score -5677954 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5678762.000000 Penalty: 5353.258301
	Iteration 3Q: 3 clusters Score -5678762 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5679815.000000 Penalty: 5353.258301
	Iteration 4Q: 3 clusters Score -5679815 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -5681208.500000 Penalty: 5353.258301
	Iteration 5F: 3 clusters Score -5681208 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -5683043.000000 Penalty: 5353.258301
	Iteration 6F: 3 clusters Score -5683043 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34934 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -5685055.500000 Penalty: 5353.258301
	Iteration 7F: 3 clusters Score -5685056 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37150 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -5686656.500000 Penalty: 5353.258301
	Iteration 8F: 3 clusters Score -5686656 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -5687791.000000 Penalty: 5353.258301
	Iteration 9Q: 3 clusters Score -5687791 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40419 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -5688617.500000 Penalty: 5353.258301
	Iteration 10Q: 3 clusters Score -5688618 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -5689317.500000 Penalty: 5353.258301
	Iteration 11Q: 3 clusters Score -5689318 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -5690123.000000 Penalty: 5353.258301
	Iteration 12Q: 3 clusters Score -5690123 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -5691278.000000 Penalty: 5353.258301
	Iteration 13Q: 3 clusters Score -5691278 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45708 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -5692748.000000 Penalty: 5353.258301
	Iteration 14Q: 3 clusters Score -5692748 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -5694139.500000 Penalty: 5353.258301
	Iteration 15Q: 3 clusters Score -5694140 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47634 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5694966.500000 Penalty: 5353.258301
	Iteration 16Q: 3 clusters Score -5694966 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47988 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5695391.500000 Penalty: 5353.258301
	Iteration 17Q: 3 clusters Score -5695392 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48115 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5695556.500000 Penalty: 5353.258301
	Iteration 18Q: 3 clusters Score -5695556 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48177 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5695661.000000 Penalty: 5353.258301
	Iteration 19Q: 3 clusters Score -5695661 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48211 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5695736.000000 Penalty: 5353.258301
	Iteration 20F: 3 clusters Score -5695736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5695772.500000 Penalty: 5353.258301
	Iteration 21Q: 3 clusters Score -5695772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48238 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -5695783.000000 Penalty: 5353.258301
	Iteration 22Q: 3 clusters Score -5695783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48244 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -5695798.000000 Penalty: 5353.258301
	Iteration 23Q: 3 clusters Score -5695798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5695804.500000 Penalty: 5353.258301
	Iteration 24Q: 3 clusters Score -5695804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48251 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5695807.000000 Penalty: 5353.258301
	Iteration 25Q: 3 clusters Score -5695807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5695810.000000 Penalty: 5353.258301
	Iteration 26Q: 3 clusters Score -5695810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -5695832.500000 Penalty: 5353.258301
	Iteration 27Q: 3 clusters Score -5695832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5695833.000000 Penalty: 5353.258301
	Iteration 28Q: 3 clusters Score -5695833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48258 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -5695841.500000 Penalty: 5353.258301
	Iteration 29Q: 3 clusters Score -5695842 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5695849.000000 Penalty: 5353.258301
	Iteration 30Q: 3 clusters Score -5695849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -5695860.000000 Penalty: 5353.258301
	Iteration 31Q: 3 clusters Score -5695860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5695868.000000 Penalty: 5353.258301
	Iteration 32Q: 3 clusters Score -5695868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -5695867.500000 Penalty: 5353.258301
	Iteration 33Q: 3 clusters Score -5695868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5695868.000000 Penalty: 5353.258301
	Iteration 34Q: 3 clusters Score -5695868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5695871.500000 Penalty: 5353.258301
	Iteration 35Q: 3 clusters Score -5695872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48261 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5695871.500000 Penalty: 5353.258301
	Iteration 36Q: 3 clusters Score -5695872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5695872.500000 Penalty: 5353.258301
	Iteration 37Q: 3 clusters Score -5695872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48257 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -5695875.500000 Penalty: 5353.258301
	Iteration 38Q: 3 clusters Score -5695876 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5695869.500000 Penalty: 5353.258301
	Iteration 39Q: 3 clusters Score -5695870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5695869.500000 Penalty: 5353.258301
	Iteration 40F: 3 clusters Score -5695870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (266901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266901 members 
Entering Unmasked Estep 
Score: -31964146.000000 Penalty: 3098.668945
	Iteration 0F: 2 clusters Score -3.196415e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133126 members 
Mstep: Class 2 contains 133775 members 
Entering Unmasked Estep 
Score: -31792622.000000 Penalty: 6197.337891
	Iteration 0F: 3 clusters Score -3.179262e+07 nChanged 128844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125292 members 
Mstep: Class 2 contains 141609 members 
Entering Unmasked Estep 
Score: -31870102.000000 Penalty: 6197.337891
	Iteration 1F: 3 clusters Score -3.18701e+07 nChanged 8350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120476 members 
Mstep: Class 2 contains 146425 members 
Entering Unmasked Estep 
Score: -31872182.000000 Penalty: 6197.337891
	Iteration 2Q: 3 clusters Score -3.187218e+07 nChanged 10230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113038 members 
Mstep: Class 2 contains 153863 members 
Entering Unmasked Estep 
Score: -31876006.000000 Penalty: 6197.337891
	Iteration 3Q: 3 clusters Score -3.187601e+07 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101633 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -31881908.000000 Penalty: 6197.337891
	Iteration 4F: 3 clusters Score -3.188191e+07 nChanged 17593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85472 members 
Mstep: Class 2 contains 181429 members 
Entering Unmasked Estep 
Score: -31892580.000000 Penalty: 6197.337891
	Iteration 5F: 3 clusters Score -3.189258e+07 nChanged 21190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65174 members 
Mstep: Class 2 contains 201727 members 
Entering Unmasked Estep 
Score: -31908174.000000 Penalty: 6197.337891
	Iteration 6F: 3 clusters Score -3.190817e+07 nChanged 21342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44270 members 
Mstep: Class 2 contains 222631 members 
Entering Unmasked Estep 
Score: -31925134.000000 Penalty: 6197.337891
	Iteration 7F: 3 clusters Score -3.192513e+07 nChanged 16759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 239180 members 
Entering Unmasked Estep 
Score: -31939300.000000 Penalty: 6197.337891
	Iteration 8F: 3 clusters Score -3.19393e+07 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 249749 members 
Entering Unmasked Estep 
Score: -31948138.000000 Penalty: 6197.337891
	Iteration 9Q: 3 clusters Score -3.194814e+07 nChanged 6142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 255705 members 
Entering Unmasked Estep 
Score: -31953240.000000 Penalty: 6197.337891
	Iteration 10Q: 3 clusters Score -3.195324e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 259083 members 
Entering Unmasked Estep 
Score: -31956044.000000 Penalty: 6197.337891
	Iteration 11Q: 3 clusters Score -3.195604e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 261128 members 
Entering Unmasked Estep 
Score: -31957856.000000 Penalty: 6197.337891
	Iteration 12Q: 3 clusters Score -3.195786e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 262468 members 
Entering Unmasked Estep 
Score: -31958788.000000 Penalty: 6197.337891
	Iteration 13Q: 3 clusters Score -3.195879e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 263335 members 
Entering Unmasked Estep 
Score: -31959534.000000 Penalty: 6197.337891
	Iteration 14Q: 3 clusters Score -3.195953e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 263928 members 
Entering Unmasked Estep 
Score: -31959898.000000 Penalty: 6197.337891
	Iteration 15Q: 3 clusters Score -3.19599e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 264389 members 
Entering Unmasked Estep 
Score: -31960254.000000 Penalty: 6197.337891
	Iteration 16Q: 3 clusters Score -3.196025e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 264711 members 
Entering Unmasked Estep 
Score: -31960500.000000 Penalty: 6197.337891
	Iteration 17Q: 3 clusters Score -3.19605e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 264948 members 
Entering Unmasked Estep 
Score: -31960608.000000 Penalty: 6197.337891
	Iteration 18Q: 3 clusters Score -3.196061e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 265151 members 
Entering Unmasked Estep 
Score: -31960758.000000 Penalty: 6197.337891
	Iteration 19Q: 3 clusters Score -3.196076e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 265318 members 
Entering Unmasked Estep 
Score: -31960900.000000 Penalty: 6197.337891
	Iteration 20F: 3 clusters Score -3.19609e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 265437 members 
Entering Unmasked Estep 
Score: -31961026.000000 Penalty: 6197.337891
	Iteration 21Q: 3 clusters Score -3.196103e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 265526 members 
Entering Unmasked Estep 
Score: -31961048.000000 Penalty: 6197.337891
	Iteration 22Q: 3 clusters Score -3.196105e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 265593 members 
Entering Unmasked Estep 
Score: -31961112.000000 Penalty: 6197.337891
	Iteration 23Q: 3 clusters Score -3.196111e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 265640 members 
Entering Unmasked Estep 
Score: -31961144.000000 Penalty: 6197.337891
	Iteration 24Q: 3 clusters Score -3.196114e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 265688 members 
Entering Unmasked Estep 
Score: -31961222.000000 Penalty: 6197.337891
	Iteration 25Q: 3 clusters Score -3.196122e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 265737 members 
Entering Unmasked Estep 
Score: -31961216.000000 Penalty: 6197.337891
	Iteration 26Q: 3 clusters Score -3.196122e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 265778 members 
Entering Unmasked Estep 
Score: -31961272.000000 Penalty: 6197.337891
	Iteration 27Q: 3 clusters Score -3.196127e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 265809 members 
Entering Unmasked Estep 
Score: -31961244.000000 Penalty: 6197.337891
	Iteration 28Q: 3 clusters Score -3.196124e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 265833 members 
Entering Unmasked Estep 
Score: -31961276.000000 Penalty: 6197.337891
	Iteration 29Q: 3 clusters Score -3.196128e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 265861 members 
Entering Unmasked Estep 
Score: -31961312.000000 Penalty: 6197.337891
	Iteration 30Q: 3 clusters Score -3.196131e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 265884 members 
Entering Unmasked Estep 
Score: -31961308.000000 Penalty: 6197.337891
	Iteration 31Q: 3 clusters Score -3.196131e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 265898 members 
Entering Unmasked Estep 
Score: -31961332.000000 Penalty: 6197.337891
	Iteration 32Q: 3 clusters Score -3.196133e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 265909 members 
Entering Unmasked Estep 
Score: -31961350.000000 Penalty: 6197.337891
	Iteration 33Q: 3 clusters Score -3.196135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 265912 members 
Entering Unmasked Estep 
Score: -31961332.000000 Penalty: 6197.337891
	Iteration 34Q: 3 clusters Score -3.196133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 265912 members 
Entering Unmasked Estep 
Score: -31961338.000000 Penalty: 6197.337891
	Iteration 35Q: 3 clusters Score -3.196134e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 265913 members 
Entering Unmasked Estep 
Score: -31961348.000000 Penalty: 6197.337891
	Iteration 36Q: 3 clusters Score -3.196135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 265914 members 
Entering Unmasked Estep 
Score: -31961358.000000 Penalty: 6197.337891
	Iteration 37Q: 3 clusters Score -3.196136e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 265916 members 
Entering Unmasked Estep 
Score: -31961366.000000 Penalty: 6197.337891
	Iteration 38Q: 3 clusters Score -3.196137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 265920 members 
Entering Unmasked Estep 
Score: -31961348.000000 Penalty: 6197.337891
	Iteration 39Q: 3 clusters Score -3.196135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 265921 members 
Entering Unmasked Estep 
Score: -31961354.000000 Penalty: 6197.337891
	Iteration 40F: 3 clusters Score -3.196135e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 265923 members 
Entering Unmasked Estep 
Score: -31961356.000000 Penalty: 6197.337891
	Iteration 41Q: 3 clusters Score -3.196136e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 265924 members 
Entering Unmasked Estep 
Score: -31961360.000000 Penalty: 6197.337891
	Iteration 42Q: 3 clusters Score -3.196136e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 265924 members 
Entering Unmasked Estep 
Score: -31961360.000000 Penalty: 6197.337891
	Iteration 43F: 3 clusters Score -3.196136e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -387520.218750 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -387520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -384052.468750 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -384052.5 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -384843.031250 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -384843 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -385058.125000 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -385058.1 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -385202.312500 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -385202.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -385317.468750 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -385317.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -385403.250000 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -385403.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -385471.093750 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -385471.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -385521.750000 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -385521.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -385589.656250 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -385589.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -385644.406250 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -385644.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -385678.656250 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -385678.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -385712.937500 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -385712.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -385751.812500 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -385751.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -385787.968750 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -385788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -385818.062500 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -385818.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -385843.312500 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -385843.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -385862.093750 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -385862.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -385876.437500 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -385876.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -385888.343750 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -385888.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -385891.656250 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -385891.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -385895.843750 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -385895.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -385896.000000 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -385896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -385896.968750 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -385897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -385897.531250 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -385897.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -385898.031250 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -385898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -385899.781250 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -385899.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -385902.187500 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -385902.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -385904.593750 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -385904.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -385906.156250 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -385906.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -385909.218750 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -385909.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -385913.531250 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -385913.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -385916.093750 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -385916.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -385918.218750 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -385918.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -385919.250000 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -385919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -385919.250000 Penalty: 4029.284668
	Iteration 34F: 3 clusters Score -385919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Entering Unmasked Estep 
Score: -294685.812500 Penalty: 1959.173950
	Iteration 0F: 2 clusters Score -294685.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -291745.625000 Penalty: 3918.347900
	Iteration 0F: 3 clusters Score -291745.6 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -292643.062500 Penalty: 3918.347900
	Iteration 1F: 3 clusters Score -292643.1 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -292938.031250 Penalty: 3918.347900
	Iteration 2F: 3 clusters Score -292938 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -293074.625000 Penalty: 3918.347900
	Iteration 3F: 3 clusters Score -293074.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -293225.093750 Penalty: 3918.347900
	Iteration 4Q: 3 clusters Score -293225.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -293572.343750 Penalty: 3918.347900
	Iteration 5Q: 3 clusters Score -293572.3 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -293870.062500 Penalty: 3918.347900
	Iteration 6F: 3 clusters Score -293870.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -294116.250000 Penalty: 3918.347900
	Iteration 7F: 3 clusters Score -294116.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -294331.656250 Penalty: 3918.347900
	Iteration 8F: 3 clusters Score -294331.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -294583.343750 Penalty: 3918.347900
	Iteration 9F: 3 clusters Score -294583.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -294785.093750 Penalty: 3918.347900
	Iteration 10F: 3 clusters Score -294785.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -294945.062500 Penalty: 3918.347900
	Iteration 11Q: 3 clusters Score -294945.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -295056.187500 Penalty: 3918.347900
	Iteration 12Q: 3 clusters Score -295056.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -295121.718750 Penalty: 3918.347900
	Iteration 13Q: 3 clusters Score -295121.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -295151.062500 Penalty: 3918.347900
	Iteration 14Q: 3 clusters Score -295151.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -295167.968750 Penalty: 3918.347900
	Iteration 15Q: 3 clusters Score -295168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -295180.343750 Penalty: 3918.347900
	Iteration 16Q: 3 clusters Score -295180.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -295188.593750 Penalty: 3918.347900
	Iteration 17Q: 3 clusters Score -295188.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -295194.062500 Penalty: 3918.347900
	Iteration 18Q: 3 clusters Score -295194.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -295196.093750 Penalty: 3918.347900
	Iteration 19Q: 3 clusters Score -295196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -295213.250000 Penalty: 3918.347900
	Iteration 20F: 3 clusters Score -295213.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -295259.437500 Penalty: 3918.347900
	Iteration 21Q: 3 clusters Score -295259.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -295305.625000 Penalty: 3918.347900
	Iteration 22Q: 3 clusters Score -295305.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -295357.187500 Penalty: 3918.347900
	Iteration 23Q: 3 clusters Score -295357.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -295458.562500 Penalty: 3918.347900
	Iteration 24Q: 3 clusters Score -295458.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -295555.468750 Penalty: 3918.347900
	Iteration 25Q: 3 clusters Score -295555.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -295615.875000 Penalty: 3918.347900
	Iteration 26Q: 3 clusters Score -295615.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -295652.468750 Penalty: 3918.347900
	Iteration 27Q: 3 clusters Score -295652.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -295679.875000 Penalty: 3918.347900
	Iteration 28Q: 3 clusters Score -295679.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -295692.781250 Penalty: 3918.347900
	Iteration 29Q: 3 clusters Score -295692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -295698.468750 Penalty: 3918.347900
	Iteration 30Q: 3 clusters Score -295698.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -295702.281250 Penalty: 3918.347900
	Iteration 31Q: 3 clusters Score -295702.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -295705.125000 Penalty: 3918.347900
	Iteration 32Q: 3 clusters Score -295705.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -295705.468750 Penalty: 3918.347900
	Iteration 33Q: 3 clusters Score -295705.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -295705.687500 Penalty: 3918.347900
	Iteration 34Q: 3 clusters Score -295705.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -295705.687500 Penalty: 3918.347900
	Iteration 35F: 3 clusters Score -295705.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 48672 members 
Mstep: Class 5 contains 266901 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2248 members 
Mstep: Class 14 contains 176171 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166787 members 
Entering Unmasked Estep 
Score: -81105040.000000 Penalty: 26657.613281
Splitting cluster 13 changes total score from -81105344.000000 to -81105040.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (176171 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176171 members 
Entering Unmasked Estep 
Score: -21187118.000000 Penalty: 2995.644043
	Iteration 0F: 2 clusters Score -2.118712e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87989 members 
Mstep: Class 2 contains 88182 members 
Entering Unmasked Estep 
Score: -21072308.000000 Penalty: 5991.288086
	Iteration 0F: 3 clusters Score -2.107231e+07 nChanged 84415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84762 members 
Mstep: Class 2 contains 91409 members 
Entering Unmasked Estep 
Score: -21122188.000000 Penalty: 5991.288086
	Iteration 1F: 3 clusters Score -2.112219e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82712 members 
Mstep: Class 2 contains 93459 members 
Entering Unmasked Estep 
Score: -21124296.000000 Penalty: 5991.288086
	Iteration 2Q: 3 clusters Score -2.11243e+07 nChanged 7513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79615 members 
Mstep: Class 2 contains 96556 members 
Entering Unmasked Estep 
Score: -21127216.000000 Penalty: 5991.288086
	Iteration 3Q: 3 clusters Score -2.112722e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 101119 members 
Entering Unmasked Estep 
Score: -21132444.000000 Penalty: 5991.288086
	Iteration 4F: 3 clusters Score -2.113244e+07 nChanged 11495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68713 members 
Mstep: Class 2 contains 107458 members 
Entering Unmasked Estep 
Score: -21139996.000000 Penalty: 5991.288086
	Iteration 5F: 3 clusters Score -2.114e+07 nChanged 13057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60774 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -21150122.000000 Penalty: 5991.288086
	Iteration 6F: 3 clusters Score -2.115012e+07 nChanged 12995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 123590 members 
Entering Unmasked Estep 
Score: -21160812.000000 Penalty: 5991.288086
	Iteration 7F: 3 clusters Score -2.116081e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46010 members 
Mstep: Class 2 contains 130161 members 
Entering Unmasked Estep 
Score: -21169960.000000 Penalty: 5991.288086
	Iteration 8F: 3 clusters Score -2.116996e+07 nChanged 7853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41549 members 
Mstep: Class 2 contains 134622 members 
Entering Unmasked Estep 
Score: -21174982.000000 Penalty: 5991.288086
	Iteration 9Q: 3 clusters Score -2.117498e+07 nChanged 4876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 137908 members 
Entering Unmasked Estep 
Score: -21177556.000000 Penalty: 5991.288086
	Iteration 10Q: 3 clusters Score -2.117756e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35358 members 
Mstep: Class 2 contains 140813 members 
Entering Unmasked Estep 
Score: -21179428.000000 Penalty: 5991.288086
	Iteration 11Q: 3 clusters Score -2.117943e+07 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 143422 members 
Entering Unmasked Estep 
Score: -21180802.000000 Penalty: 5991.288086
	Iteration 12Q: 3 clusters Score -2.11808e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 145733 members 
Entering Unmasked Estep 
Score: -21181900.000000 Penalty: 5991.288086
	Iteration 13Q: 3 clusters Score -2.11819e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 147759 members 
Entering Unmasked Estep 
Score: -21182812.000000 Penalty: 5991.288086
	Iteration 14Q: 3 clusters Score -2.118281e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 149666 members 
Entering Unmasked Estep 
Score: -21183302.000000 Penalty: 5991.288086
	Iteration 15Q: 3 clusters Score -2.11833e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 151330 members 
Entering Unmasked Estep 
Score: -21183886.000000 Penalty: 5991.288086
	Iteration 16Q: 3 clusters Score -2.118389e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 152867 members 
Entering Unmasked Estep 
Score: -21184232.000000 Penalty: 5991.288086
	Iteration 17Q: 3 clusters Score -2.118423e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 154235 members 
Entering Unmasked Estep 
Score: -21184484.000000 Penalty: 5991.288086
	Iteration 18Q: 3 clusters Score -2.118448e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -21184716.000000 Penalty: 5991.288086
	Iteration 19Q: 3 clusters Score -2.118472e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19480 members 
Mstep: Class 2 contains 156691 members 
Entering Unmasked Estep 
Score: -21184952.000000 Penalty: 5991.288086
	Iteration 20F: 3 clusters Score -2.118495e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 157811 members 
Entering Unmasked Estep 
Score: -21185046.000000 Penalty: 5991.288086
	Iteration 21Q: 3 clusters Score -2.118505e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 158815 members 
Entering Unmasked Estep 
Score: -21185100.000000 Penalty: 5991.288086
	Iteration 22Q: 3 clusters Score -2.11851e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16421 members 
Mstep: Class 2 contains 159750 members 
Entering Unmasked Estep 
Score: -21185056.000000 Penalty: 5991.288086
	Iteration 23Q: 3 clusters Score -2.118506e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 160628 members 
Entering Unmasked Estep 
Score: -21185230.000000 Penalty: 5991.288086
	Iteration 24Q: 3 clusters Score -2.118523e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 161484 members 
Entering Unmasked Estep 
Score: -21185266.000000 Penalty: 5991.288086
	Iteration 25Q: 3 clusters Score -2.118527e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 162317 members 
Entering Unmasked Estep 
Score: -21185386.000000 Penalty: 5991.288086
	Iteration 26Q: 3 clusters Score -2.118539e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 163075 members 
Entering Unmasked Estep 
Score: -21185546.000000 Penalty: 5991.288086
	Iteration 27Q: 3 clusters Score -2.118555e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 163760 members 
Entering Unmasked Estep 
Score: -21185624.000000 Penalty: 5991.288086
	Iteration 28Q: 3 clusters Score -2.118562e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11803 members 
Mstep: Class 2 contains 164368 members 
Entering Unmasked Estep 
Score: -21185732.000000 Penalty: 5991.288086
	Iteration 29Q: 3 clusters Score -2.118573e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 164942 members 
Entering Unmasked Estep 
Score: -21185882.000000 Penalty: 5991.288086
	Iteration 30Q: 3 clusters Score -2.118588e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 165427 members 
Entering Unmasked Estep 
Score: -21185942.000000 Penalty: 5991.288086
	Iteration 31Q: 3 clusters Score -2.118594e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 165882 members 
Entering Unmasked Estep 
Score: -21186032.000000 Penalty: 5991.288086
	Iteration 32Q: 3 clusters Score -2.118603e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 166290 members 
Entering Unmasked Estep 
Score: -21186080.000000 Penalty: 5991.288086
	Iteration 33Q: 3 clusters Score -2.118608e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 166689 members 
Entering Unmasked Estep 
Score: -21186084.000000 Penalty: 5991.288086
	Iteration 34Q: 3 clusters Score -2.118608e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 167032 members 
Entering Unmasked Estep 
Score: -21186084.000000 Penalty: 5991.288086
	Iteration 35Q: 3 clusters Score -2.118608e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 167350 members 
Entering Unmasked Estep 
Score: -21186148.000000 Penalty: 5991.288086
	Iteration 36Q: 3 clusters Score -2.118615e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 167626 members 
Entering Unmasked Estep 
Score: -21186172.000000 Penalty: 5991.288086
	Iteration 37Q: 3 clusters Score -2.118617e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 167895 members 
Entering Unmasked Estep 
Score: -21186174.000000 Penalty: 5991.288086
	Iteration 38Q: 3 clusters Score -2.118617e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -21186150.000000 Penalty: 5991.288086
	Iteration 39Q: 3 clusters Score -2.118615e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 168331 members 
Entering Unmasked Estep 
Score: -21186206.000000 Penalty: 5991.288086
	Iteration 40F: 3 clusters Score -2.118621e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 168533 members 
Entering Unmasked Estep 
Score: -21186206.000000 Penalty: 5991.288086
	Iteration 41Q: 3 clusters Score -2.118621e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 168728 members 
Entering Unmasked Estep 
Score: -21186248.000000 Penalty: 5991.288086
	Iteration 42Q: 3 clusters Score -2.118625e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 168916 members 
Entering Unmasked Estep 
Score: -21186272.000000 Penalty: 5991.288086
	Iteration 43Q: 3 clusters Score -2.118627e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 169075 members 
Entering Unmasked Estep 
Score: -21186326.000000 Penalty: 5991.288086
	Iteration 44Q: 3 clusters Score -2.118633e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 169227 members 
Entering Unmasked Estep 
Score: -21186382.000000 Penalty: 5991.288086
	Iteration 45Q: 3 clusters Score -2.118638e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -21186412.000000 Penalty: 5991.288086
	Iteration 46Q: 3 clusters Score -2.118641e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 169528 members 
Entering Unmasked Estep 
Score: -21186448.000000 Penalty: 5991.288086
	Iteration 47Q: 3 clusters Score -2.118645e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -21186426.000000 Penalty: 5991.288086
	Iteration 48Q: 3 clusters Score -2.118643e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 169826 members 
Entering Unmasked Estep 
Score: -21186432.000000 Penalty: 5991.288086
	Iteration 49Q: 3 clusters Score -2.118643e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 169948 members 
Entering Unmasked Estep 
Score: -21186448.000000 Penalty: 5991.288086
	Iteration 50Q: 3 clusters Score -2.118645e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 170050 members 
Entering Unmasked Estep 
Score: -21186476.000000 Penalty: 5991.288086
	Iteration 51Q: 3 clusters Score -2.118648e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 170146 members 
Entering Unmasked Estep 
Score: -21186460.000000 Penalty: 5991.288086
	Iteration 52Q: 3 clusters Score -2.118646e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -21186462.000000 Penalty: 5991.288086
	Iteration 53Q: 3 clusters Score -2.118646e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 170332 members 
Entering Unmasked Estep 
Score: -21186474.000000 Penalty: 5991.288086
	Iteration 54Q: 3 clusters Score -2.118647e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 170414 members 
Entering Unmasked Estep 
Score: -21186504.000000 Penalty: 5991.288086
	Iteration 55Q: 3 clusters Score -2.11865e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 170504 members 
Entering Unmasked Estep 
Score: -21186504.000000 Penalty: 5991.288086
	Iteration 56Q: 3 clusters Score -2.11865e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 170575 members 
Entering Unmasked Estep 
Score: -21186488.000000 Penalty: 5991.288086
	Iteration 57Q: 3 clusters Score -2.118649e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 170641 members 
Entering Unmasked Estep 
Score: -21186484.000000 Penalty: 5991.288086
	Iteration 58Q: 3 clusters Score -2.118648e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 170702 members 
Entering Unmasked Estep 
Score: -21186520.000000 Penalty: 5991.288086
	Iteration 59Q: 3 clusters Score -2.118652e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 170754 members 
Entering Unmasked Estep 
Score: -21186532.000000 Penalty: 5991.288086
	Iteration 60F: 3 clusters Score -2.118653e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 170803 members 
Entering Unmasked Estep 
Score: -21186498.000000 Penalty: 5991.288086
	Iteration 61Q: 3 clusters Score -2.11865e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 170850 members 
Entering Unmasked Estep 
Score: -21186536.000000 Penalty: 5991.288086
	Iteration 62Q: 3 clusters Score -2.118654e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 170890 members 
Entering Unmasked Estep 
Score: -21186536.000000 Penalty: 5991.288086
	Iteration 63Q: 3 clusters Score -2.118654e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 170923 members 
Entering Unmasked Estep 
Score: -21186528.000000 Penalty: 5991.288086
	Iteration 64Q: 3 clusters Score -2.118653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 170950 members 
Entering Unmasked Estep 
Score: -21186526.000000 Penalty: 5991.288086
	Iteration 65Q: 3 clusters Score -2.118653e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 170970 members 
Entering Unmasked Estep 
Score: -21186542.000000 Penalty: 5991.288086
	Iteration 66Q: 3 clusters Score -2.118654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 170995 members 
Entering Unmasked Estep 
Score: -21186540.000000 Penalty: 5991.288086
	Iteration 67Q: 3 clusters Score -2.118654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 171020 members 
Entering Unmasked Estep 
Score: -21186542.000000 Penalty: 5991.288086
	Iteration 68Q: 3 clusters Score -2.118654e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 171043 members 
Entering Unmasked Estep 
Score: -21186534.000000 Penalty: 5991.288086
	Iteration 69Q: 3 clusters Score -2.118653e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 171072 members 
Entering Unmasked Estep 
Score: -21186534.000000 Penalty: 5991.288086
	Iteration 70Q: 3 clusters Score -2.118653e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 171100 members 
Entering Unmasked Estep 
Score: -21186548.000000 Penalty: 5991.288086
	Iteration 71Q: 3 clusters Score -2.118655e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 171133 members 
Entering Unmasked Estep 
Score: -21186554.000000 Penalty: 5991.288086
	Iteration 72Q: 3 clusters Score -2.118655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 171165 members 
Entering Unmasked Estep 
Score: -21186528.000000 Penalty: 5991.288086
	Iteration 73Q: 3 clusters Score -2.118653e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 171189 members 
Entering Unmasked Estep 
Score: -21186492.000000 Penalty: 5991.288086
	Iteration 74Q: 3 clusters Score -2.118649e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 171211 members 
Entering Unmasked Estep 
Score: -21186480.000000 Penalty: 5991.288086
	Iteration 75Q: 3 clusters Score -2.118648e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 171228 members 
Entering Unmasked Estep 
Score: -21186484.000000 Penalty: 5991.288086
	Iteration 76Q: 3 clusters Score -2.118648e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 171247 members 
Entering Unmasked Estep 
Score: -21186496.000000 Penalty: 5991.288086
	Iteration 77Q: 3 clusters Score -2.11865e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 171268 members 
Entering Unmasked Estep 
Score: -21186494.000000 Penalty: 5991.288086
	Iteration 78Q: 3 clusters Score -2.118649e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 171287 members 
Entering Unmasked Estep 
Score: -21186482.000000 Penalty: 5991.288086
	Iteration 79Q: 3 clusters Score -2.118648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 171314 members 
Entering Unmasked Estep 
Score: -21186490.000000 Penalty: 5991.288086
	Iteration 80F: 3 clusters Score -2.118649e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 171330 members 
Entering Unmasked Estep 
Score: -21186488.000000 Penalty: 5991.288086
	Iteration 81Q: 3 clusters Score -2.118649e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 171348 members 
Entering Unmasked Estep 
Score: -21186518.000000 Penalty: 5991.288086
	Iteration 82Q: 3 clusters Score -2.118652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 171363 members 
Entering Unmasked Estep 
Score: -21186514.000000 Penalty: 5991.288086
	Iteration 83Q: 3 clusters Score -2.118651e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -21186502.000000 Penalty: 5991.288086
	Iteration 84Q: 3 clusters Score -2.11865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 171380 members 
Entering Unmasked Estep 
Score: -21186494.000000 Penalty: 5991.288086
	Iteration 85Q: 3 clusters Score -2.118649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 171386 members 
Entering Unmasked Estep 
Score: -21186506.000000 Penalty: 5991.288086
	Iteration 86Q: 3 clusters Score -2.118651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 171394 members 
Entering Unmasked Estep 
Score: -21186492.000000 Penalty: 5991.288086
	Iteration 87Q: 3 clusters Score -2.118649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 171399 members 
Entering Unmasked Estep 
Score: -21186490.000000 Penalty: 5991.288086
	Iteration 88Q: 3 clusters Score -2.118649e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 171403 members 
Entering Unmasked Estep 
Score: -21186492.000000 Penalty: 5991.288086
	Iteration 89Q: 3 clusters Score -2.118649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4763 members 
Mstep: Class 2 contains 171408 members 
Entering Unmasked Estep 
Score: -21186486.000000 Penalty: 5991.288086
	Iteration 90Q: 3 clusters Score -2.118649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 171411 members 
Entering Unmasked Estep 
Score: -21186478.000000 Penalty: 5991.288086
	Iteration 91Q: 3 clusters Score -2.118648e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 171413 members 
Entering Unmasked Estep 
Score: -21186504.000000 Penalty: 5991.288086
	Iteration 92Q: 3 clusters Score -2.11865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 171419 members 
Entering Unmasked Estep 
Score: -21186498.000000 Penalty: 5991.288086
	Iteration 93Q: 3 clusters Score -2.11865e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 171424 members 
Entering Unmasked Estep 
Score: -21186496.000000 Penalty: 5991.288086
	Iteration 94Q: 3 clusters Score -2.11865e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 171430 members 
Entering Unmasked Estep 
Score: -21186496.000000 Penalty: 5991.288086
	Iteration 95Q: 3 clusters Score -2.11865e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 171439 members 
Entering Unmasked Estep 
Score: -21186494.000000 Penalty: 5991.288086
	Iteration 96Q: 3 clusters Score -2.118649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 171450 members 
Entering Unmasked Estep 
Score: -21186470.000000 Penalty: 5991.288086
	Iteration 97Q: 3 clusters Score -2.118647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 171459 members 
Entering Unmasked Estep 
Score: -21186484.000000 Penalty: 5991.288086
	Iteration 98Q: 3 clusters Score -2.118648e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 171463 members 
Entering Unmasked Estep 
Score: -21186476.000000 Penalty: 5991.288086
	Iteration 99Q: 3 clusters Score -2.118648e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 171469 members 
Entering Unmasked Estep 
Score: -21186466.000000 Penalty: 5991.288086
	Iteration 100F: 3 clusters Score -2.118647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 171481 members 
Entering Unmasked Estep 
Score: -21186456.000000 Penalty: 5991.288086
	Iteration 101Q: 3 clusters Score -2.118646e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 171493 members 
Entering Unmasked Estep 
Score: -21186470.000000 Penalty: 5991.288086
	Iteration 102Q: 3 clusters Score -2.118647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 171508 members 
Entering Unmasked Estep 
Score: -21186480.000000 Penalty: 5991.288086
	Iteration 103Q: 3 clusters Score -2.118648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 171522 members 
Entering Unmasked Estep 
Score: -21186474.000000 Penalty: 5991.288086
	Iteration 104Q: 3 clusters Score -2.118647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 171531 members 
Entering Unmasked Estep 
Score: -21186456.000000 Penalty: 5991.288086
	Iteration 105Q: 3 clusters Score -2.118646e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -21186450.000000 Penalty: 5991.288086
	Iteration 106Q: 3 clusters Score -2.118645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 171554 members 
Entering Unmasked Estep 
Score: -21186424.000000 Penalty: 5991.288086
	Iteration 107Q: 3 clusters Score -2.118642e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 171566 members 
Entering Unmasked Estep 
Score: -21186432.000000 Penalty: 5991.288086
	Iteration 108Q: 3 clusters Score -2.118643e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 171574 members 
Entering Unmasked Estep 
Score: -21186432.000000 Penalty: 5991.288086
	Iteration 109Q: 3 clusters Score -2.118643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 171582 members 
Entering Unmasked Estep 
Score: -21186454.000000 Penalty: 5991.288086
	Iteration 110Q: 3 clusters Score -2.118645e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 171593 members 
Entering Unmasked Estep 
Score: -21186428.000000 Penalty: 5991.288086
	Iteration 111Q: 3 clusters Score -2.118643e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -21186418.000000 Penalty: 5991.288086
	Iteration 112Q: 3 clusters Score -2.118642e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 171609 members 
Entering Unmasked Estep 
Score: -21186434.000000 Penalty: 5991.288086
	Iteration 113Q: 3 clusters Score -2.118643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 171613 members 
Entering Unmasked Estep 
Score: -21186446.000000 Penalty: 5991.288086
	Iteration 114Q: 3 clusters Score -2.118645e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 171620 members 
Entering Unmasked Estep 
Score: -21186434.000000 Penalty: 5991.288086
	Iteration 115Q: 3 clusters Score -2.118643e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 171626 members 
Entering Unmasked Estep 
Score: -21186438.000000 Penalty: 5991.288086
	Iteration 116Q: 3 clusters Score -2.118644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 171633 members 
Entering Unmasked Estep 
Score: -21186424.000000 Penalty: 5991.288086
	Iteration 117Q: 3 clusters Score -2.118642e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 171641 members 
Entering Unmasked Estep 
Score: -21186422.000000 Penalty: 5991.288086
	Iteration 118Q: 3 clusters Score -2.118642e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 171653 members 
Entering Unmasked Estep 
Score: -21186408.000000 Penalty: 5991.288086
	Iteration 119Q: 3 clusters Score -2.118641e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 171659 members 
Entering Unmasked Estep 
Score: -21186412.000000 Penalty: 5991.288086
	Iteration 120F: 3 clusters Score -2.118641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 171663 members 
Entering Unmasked Estep 
Score: -21186418.000000 Penalty: 5991.288086
	Iteration 121Q: 3 clusters Score -2.118642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 171667 members 
Entering Unmasked Estep 
Score: -21186448.000000 Penalty: 5991.288086
	Iteration 122Q: 3 clusters Score -2.118645e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 171668 members 
Entering Unmasked Estep 
Score: -21186438.000000 Penalty: 5991.288086
	Iteration 123Q: 3 clusters Score -2.118644e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 171670 members 
Entering Unmasked Estep 
Score: -21186444.000000 Penalty: 5991.288086
	Iteration 124Q: 3 clusters Score -2.118644e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 171673 members 
Entering Unmasked Estep 
Score: -21186448.000000 Penalty: 5991.288086
	Iteration 125Q: 3 clusters Score -2.118645e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 171677 members 
Entering Unmasked Estep 
Score: -21186428.000000 Penalty: 5991.288086
	Iteration 126Q: 3 clusters Score -2.118643e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 171681 members 
Entering Unmasked Estep 
Score: -21186416.000000 Penalty: 5991.288086
	Iteration 127Q: 3 clusters Score -2.118642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -21186408.000000 Penalty: 5991.288086
	Iteration 128Q: 3 clusters Score -2.118641e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -21186414.000000 Penalty: 5991.288086
	Iteration 129Q: 3 clusters Score -2.118641e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 171686 members 
Entering Unmasked Estep 
Score: -21186420.000000 Penalty: 5991.288086
	Iteration 130Q: 3 clusters Score -2.118642e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -21186424.000000 Penalty: 5991.288086
	Iteration 131Q: 3 clusters Score -2.118642e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 171685 members 
Entering Unmasked Estep 
Score: -21186424.000000 Penalty: 5991.288086
	Iteration 132F: 3 clusters Score -2.118642e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Entering Unmasked Estep 
Score: -2380383.250000 Penalty: 2453.409424
	Iteration 0F: 2 clusters Score -2380383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -2366395.000000 Penalty: 4906.818848
	Iteration 0F: 3 clusters Score -2366395 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 10048 members 
Entering Unmasked Estep 
Score: -2371098.250000 Penalty: 4906.818848
	Iteration 1F: 3 clusters Score -2371098 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2371722.750000 Penalty: 4906.818848
	Iteration 2F: 3 clusters Score -2371723 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2372458.750000 Penalty: 4906.818848
	Iteration 3F: 3 clusters Score -2372459 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -2373160.500000 Penalty: 4906.818848
	Iteration 4F: 3 clusters Score -2373160 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2373944.750000 Penalty: 4906.818848
	Iteration 5F: 3 clusters Score -2373945 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -2374848.250000 Penalty: 4906.818848
	Iteration 6F: 3 clusters Score -2374848 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2375839.250000 Penalty: 4906.818848
	Iteration 7F: 3 clusters Score -2375839 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -2376872.750000 Penalty: 4906.818848
	Iteration 8F: 3 clusters Score -2376873 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2377759.000000 Penalty: 4906.818848
	Iteration 9F: 3 clusters Score -2377759 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2378350.750000 Penalty: 4906.818848
	Iteration 10Q: 3 clusters Score -2378351 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2378768.750000 Penalty: 4906.818848
	Iteration 11Q: 3 clusters Score -2378769 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -2379069.000000 Penalty: 4906.818848
	Iteration 12Q: 3 clusters Score -2379069 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -2379264.750000 Penalty: 4906.818848
	Iteration 13Q: 3 clusters Score -2379265 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -2379418.500000 Penalty: 4906.818848
	Iteration 14Q: 3 clusters Score -2379418 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -2379520.250000 Penalty: 4906.818848
	Iteration 15Q: 3 clusters Score -2379520 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -2379596.500000 Penalty: 4906.818848
	Iteration 16Q: 3 clusters Score -2379596 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -2379650.750000 Penalty: 4906.818848
	Iteration 17Q: 3 clusters Score -2379651 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2379698.250000 Penalty: 4906.818848
	Iteration 18Q: 3 clusters Score -2379698 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2379728.250000 Penalty: 4906.818848
	Iteration 19Q: 3 clusters Score -2379728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2379747.000000 Penalty: 4906.818848
	Iteration 20F: 3 clusters Score -2379747 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2379771.000000 Penalty: 4906.818848
	Iteration 21Q: 3 clusters Score -2379771 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2379790.250000 Penalty: 4906.818848
	Iteration 22Q: 3 clusters Score -2379790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2379795.750000 Penalty: 4906.818848
	Iteration 23Q: 3 clusters Score -2379796 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2379810.250000 Penalty: 4906.818848
	Iteration 24Q: 3 clusters Score -2379810 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2379817.250000 Penalty: 4906.818848
	Iteration 25Q: 3 clusters Score -2379817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2379828.000000 Penalty: 4906.818848
	Iteration 26Q: 3 clusters Score -2379828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2379831.500000 Penalty: 4906.818848
	Iteration 27Q: 3 clusters Score -2379832 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2379836.750000 Penalty: 4906.818848
	Iteration 28Q: 3 clusters Score -2379837 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2379844.500000 Penalty: 4906.818848
	Iteration 29Q: 3 clusters Score -2379844 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -2379848.500000 Penalty: 4906.818848
	Iteration 30Q: 3 clusters Score -2379848 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2379854.500000 Penalty: 4906.818848
	Iteration 31Q: 3 clusters Score -2379854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2379852.000000 Penalty: 4906.818848
	Iteration 32Q: 3 clusters Score -2379852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2379859.000000 Penalty: 4906.818848
	Iteration 33Q: 3 clusters Score -2379859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -2379858.750000 Penalty: 4906.818848
	Iteration 34Q: 3 clusters Score -2379859 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2379860.000000 Penalty: 4906.818848
	Iteration 35Q: 3 clusters Score -2379860 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2379863.000000 Penalty: 4906.818848
	Iteration 36Q: 3 clusters Score -2379863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2379864.750000 Penalty: 4906.818848
	Iteration 37Q: 3 clusters Score -2379865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2379864.500000 Penalty: 4906.818848
	Iteration 38Q: 3 clusters Score -2379864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2379866.250000 Penalty: 4906.818848
	Iteration 39Q: 3 clusters Score -2379866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2379866.000000 Penalty: 4906.818848
	Iteration 40F: 3 clusters Score -2379866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2379865.250000 Penalty: 4906.818848
	Iteration 41Q: 3 clusters Score -2379865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2379865.250000 Penalty: 4906.818848
	Iteration 42F: 3 clusters Score -2379865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166787 members 
Entering Unmasked Estep 
Score: -20164636.000000 Penalty: 2982.069336
	Iteration 0F: 2 clusters Score -2.016464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83425 members 
Mstep: Class 2 contains 83362 members 
Entering Unmasked Estep 
Score: -20056868.000000 Penalty: 5964.138672
	Iteration 0F: 3 clusters Score -2.005687e+07 nChanged 80012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82795 members 
Mstep: Class 2 contains 83992 members 
Entering Unmasked Estep 
Score: -20103532.000000 Penalty: 5964.138672
	Iteration 1F: 3 clusters Score -2.010353e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82789 members 
Mstep: Class 2 contains 83998 members 
Entering Unmasked Estep 
Score: -20104686.000000 Penalty: 5964.138672
	Iteration 2Q: 3 clusters Score -2.010469e+07 nChanged 5275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82746 members 
Mstep: Class 2 contains 84041 members 
Entering Unmasked Estep 
Score: -20106090.000000 Penalty: 5964.138672
	Iteration 3Q: 3 clusters Score -2.010609e+07 nChanged 5907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82779 members 
Mstep: Class 2 contains 84008 members 
Entering Unmasked Estep 
Score: -20108232.000000 Penalty: 5964.138672
	Iteration 4Q: 3 clusters Score -2.010823e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 83686 members 
Entering Unmasked Estep 
Score: -20111448.000000 Penalty: 5964.138672
	Iteration 5Q: 3 clusters Score -2.011145e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83943 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -20116024.000000 Penalty: 5964.138672
	Iteration 6Q: 3 clusters Score -2.011602e+07 nChanged 9982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85489 members 
Mstep: Class 2 contains 81298 members 
Entering Unmasked Estep 
Score: -20122954.000000 Penalty: 5964.138672
	Iteration 7F: 3 clusters Score -2.012295e+07 nChanged 11267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87338 members 
Mstep: Class 2 contains 79449 members 
Entering Unmasked Estep 
Score: -20131356.000000 Penalty: 5964.138672
	Iteration 8F: 3 clusters Score -2.013136e+07 nChanged 11207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88845 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -20138712.000000 Penalty: 5964.138672
	Iteration 9F: 3 clusters Score -2.013871e+07 nChanged 8662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89671 members 
Mstep: Class 2 contains 77116 members 
Entering Unmasked Estep 
Score: -20142554.000000 Penalty: 5964.138672
	Iteration 10F: 3 clusters Score -2.014255e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90104 members 
Mstep: Class 2 contains 76683 members 
Entering Unmasked Estep 
Score: -20143508.000000 Penalty: 5964.138672
	Iteration 11Q: 3 clusters Score -2.014351e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90466 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -20143826.000000 Penalty: 5964.138672
	Iteration 12Q: 3 clusters Score -2.014383e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90860 members 
Mstep: Class 2 contains 75927 members 
Entering Unmasked Estep 
Score: -20144050.000000 Penalty: 5964.138672
	Iteration 13Q: 3 clusters Score -2.014405e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91287 members 
Mstep: Class 2 contains 75500 members 
Entering Unmasked Estep 
Score: -20144126.000000 Penalty: 5964.138672
	Iteration 14Q: 3 clusters Score -2.014413e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91689 members 
Mstep: Class 2 contains 75098 members 
Entering Unmasked Estep 
Score: -20144242.000000 Penalty: 5964.138672
	Iteration 15Q: 3 clusters Score -2.014424e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92097 members 
Mstep: Class 2 contains 74690 members 
Entering Unmasked Estep 
Score: -20144242.000000 Penalty: 5964.138672
	Iteration 16Q: 3 clusters Score -2.014424e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92551 members 
Mstep: Class 2 contains 74236 members 
Entering Unmasked Estep 
Score: -20144392.000000 Penalty: 5964.138672
	Iteration 17Q: 3 clusters Score -2.014439e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93035 members 
Mstep: Class 2 contains 73752 members 
Entering Unmasked Estep 
Score: -20144494.000000 Penalty: 5964.138672
	Iteration 18Q: 3 clusters Score -2.014449e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93527 members 
Mstep: Class 2 contains 73260 members 
Entering Unmasked Estep 
Score: -20144510.000000 Penalty: 5964.138672
	Iteration 19Q: 3 clusters Score -2.014451e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94061 members 
Mstep: Class 2 contains 72726 members 
Entering Unmasked Estep 
Score: -20144512.000000 Penalty: 5964.138672
	Iteration 20F: 3 clusters Score -2.014451e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94605 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -20144528.000000 Penalty: 5964.138672
	Iteration 21Q: 3 clusters Score -2.014453e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95170 members 
Mstep: Class 2 contains 71617 members 
Entering Unmasked Estep 
Score: -20144480.000000 Penalty: 5964.138672
	Iteration 22Q: 3 clusters Score -2.014448e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95775 members 
Mstep: Class 2 contains 71012 members 
Entering Unmasked Estep 
Score: -20144524.000000 Penalty: 5964.138672
	Iteration 23Q: 3 clusters Score -2.014452e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96393 members 
Mstep: Class 2 contains 70394 members 
Entering Unmasked Estep 
Score: -20144576.000000 Penalty: 5964.138672
	Iteration 24Q: 3 clusters Score -2.014458e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97050 members 
Mstep: Class 2 contains 69737 members 
Entering Unmasked Estep 
Score: -20144656.000000 Penalty: 5964.138672
	Iteration 25Q: 3 clusters Score -2.014466e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97733 members 
Mstep: Class 2 contains 69054 members 
Entering Unmasked Estep 
Score: -20144714.000000 Penalty: 5964.138672
	Iteration 26Q: 3 clusters Score -2.014471e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98494 members 
Mstep: Class 2 contains 68293 members 
Entering Unmasked Estep 
Score: -20144814.000000 Penalty: 5964.138672
	Iteration 27Q: 3 clusters Score -2.014481e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99298 members 
Mstep: Class 2 contains 67489 members 
Entering Unmasked Estep 
Score: -20144864.000000 Penalty: 5964.138672
	Iteration 28Q: 3 clusters Score -2.014486e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 66625 members 
Entering Unmasked Estep 
Score: -20144990.000000 Penalty: 5964.138672
	Iteration 29Q: 3 clusters Score -2.014499e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101087 members 
Mstep: Class 2 contains 65700 members 
Entering Unmasked Estep 
Score: -20145076.000000 Penalty: 5964.138672
	Iteration 30Q: 3 clusters Score -2.014508e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102070 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -20145250.000000 Penalty: 5964.138672
	Iteration 31Q: 3 clusters Score -2.014525e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103176 members 
Mstep: Class 2 contains 63611 members 
Entering Unmasked Estep 
Score: -20145338.000000 Penalty: 5964.138672
	Iteration 32Q: 3 clusters Score -2.014534e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104358 members 
Mstep: Class 2 contains 62429 members 
Entering Unmasked Estep 
Score: -20145498.000000 Penalty: 5964.138672
	Iteration 33Q: 3 clusters Score -2.01455e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105658 members 
Mstep: Class 2 contains 61129 members 
Entering Unmasked Estep 
Score: -20145756.000000 Penalty: 5964.138672
	Iteration 34Q: 3 clusters Score -2.014576e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106997 members 
Mstep: Class 2 contains 59790 members 
Entering Unmasked Estep 
Score: -20145918.000000 Penalty: 5964.138672
	Iteration 35Q: 3 clusters Score -2.014592e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108450 members 
Mstep: Class 2 contains 58337 members 
Entering Unmasked Estep 
Score: -20146116.000000 Penalty: 5964.138672
	Iteration 36Q: 3 clusters Score -2.014612e+07 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110064 members 
Mstep: Class 2 contains 56723 members 
Entering Unmasked Estep 
Score: -20146386.000000 Penalty: 5964.138672
	Iteration 37Q: 3 clusters Score -2.014639e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 54985 members 
Entering Unmasked Estep 
Score: -20146688.000000 Penalty: 5964.138672
	Iteration 38Q: 3 clusters Score -2.014669e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113740 members 
Mstep: Class 2 contains 53047 members 
Entering Unmasked Estep 
Score: -20147118.000000 Penalty: 5964.138672
	Iteration 39Q: 3 clusters Score -2.014712e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115837 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -20147560.000000 Penalty: 5964.138672
	Iteration 40F: 3 clusters Score -2.014756e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118107 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -20148106.000000 Penalty: 5964.138672
	Iteration 41Q: 3 clusters Score -2.014811e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120512 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -20148720.000000 Penalty: 5964.138672
	Iteration 42Q: 3 clusters Score -2.014872e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123144 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -20149436.000000 Penalty: 5964.138672
	Iteration 43Q: 3 clusters Score -2.014944e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125899 members 
Mstep: Class 2 contains 40888 members 
Entering Unmasked Estep 
Score: -20150374.000000 Penalty: 5964.138672
	Iteration 44Q: 3 clusters Score -2.015037e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128853 members 
Mstep: Class 2 contains 37934 members 
Entering Unmasked Estep 
Score: -20151322.000000 Penalty: 5964.138672
	Iteration 45Q: 3 clusters Score -2.015132e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131867 members 
Mstep: Class 2 contains 34920 members 
Entering Unmasked Estep 
Score: -20152462.000000 Penalty: 5964.138672
	Iteration 46Q: 3 clusters Score -2.015246e+07 nChanged 3067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134932 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -20153654.000000 Penalty: 5964.138672
	Iteration 47Q: 3 clusters Score -2.015365e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138052 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -20155334.000000 Penalty: 5964.138672
	Iteration 48Q: 3 clusters Score -2.015533e+07 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141254 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -20156804.000000 Penalty: 5964.138672
	Iteration 49Q: 3 clusters Score -2.01568e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144196 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -20158306.000000 Penalty: 5964.138672
	Iteration 50Q: 3 clusters Score -2.015831e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146970 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -20159838.000000 Penalty: 5964.138672
	Iteration 51Q: 3 clusters Score -2.015984e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149388 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -20160872.000000 Penalty: 5964.138672
	Iteration 52Q: 3 clusters Score -2.016087e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151450 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -20161750.000000 Penalty: 5964.138672
	Iteration 53Q: 3 clusters Score -2.016175e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153259 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -20162490.000000 Penalty: 5964.138672
	Iteration 54Q: 3 clusters Score -2.016249e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154758 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -20163040.000000 Penalty: 5964.138672
	Iteration 55Q: 3 clusters Score -2.016304e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156002 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -20163310.000000 Penalty: 5964.138672
	Iteration 56Q: 3 clusters Score -2.016331e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157022 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -20163606.000000 Penalty: 5964.138672
	Iteration 57Q: 3 clusters Score -2.016361e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157899 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -20163818.000000 Penalty: 5964.138672
	Iteration 58Q: 3 clusters Score -2.016382e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158629 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -20163946.000000 Penalty: 5964.138672
	Iteration 59Q: 3 clusters Score -2.016395e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159225 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -20163952.000000 Penalty: 5964.138672
	Iteration 60F: 3 clusters Score -2.016395e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159749 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -20164016.000000 Penalty: 5964.138672
	Iteration 61Q: 3 clusters Score -2.016402e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160232 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -20164076.000000 Penalty: 5964.138672
	Iteration 62Q: 3 clusters Score -2.016408e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160661 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -20164070.000000 Penalty: 5964.138672
	Iteration 63Q: 3 clusters Score -2.016407e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161046 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -20164026.000000 Penalty: 5964.138672
	Iteration 64Q: 3 clusters Score -2.016403e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161336 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -20164070.000000 Penalty: 5964.138672
	Iteration 65Q: 3 clusters Score -2.016407e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161608 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -20164010.000000 Penalty: 5964.138672
	Iteration 66Q: 3 clusters Score -2.016401e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161828 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -20163966.000000 Penalty: 5964.138672
	Iteration 67Q: 3 clusters Score -2.016397e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162008 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -20163926.000000 Penalty: 5964.138672
	Iteration 68Q: 3 clusters Score -2.016393e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162155 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -20163954.000000 Penalty: 5964.138672
	Iteration 69Q: 3 clusters Score -2.016395e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162292 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -20163964.000000 Penalty: 5964.138672
	Iteration 70Q: 3 clusters Score -2.016396e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162389 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -20163988.000000 Penalty: 5964.138672
	Iteration 71Q: 3 clusters Score -2.016399e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162485 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -20163978.000000 Penalty: 5964.138672
	Iteration 72Q: 3 clusters Score -2.016398e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162572 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -20163980.000000 Penalty: 5964.138672
	Iteration 73Q: 3 clusters Score -2.016398e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162658 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -20163984.000000 Penalty: 5964.138672
	Iteration 74Q: 3 clusters Score -2.016398e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162739 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -20163966.000000 Penalty: 5964.138672
	Iteration 75Q: 3 clusters Score -2.016397e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162824 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -20163960.000000 Penalty: 5964.138672
	Iteration 76Q: 3 clusters Score -2.016396e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162876 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -20163934.000000 Penalty: 5964.138672
	Iteration 77Q: 3 clusters Score -2.016393e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162921 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -20163948.000000 Penalty: 5964.138672
	Iteration 78Q: 3 clusters Score -2.016395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -20163920.000000 Penalty: 5964.138672
	Iteration 79Q: 3 clusters Score -2.016392e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162996 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -20163922.000000 Penalty: 5964.138672
	Iteration 80F: 3 clusters Score -2.016392e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163036 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -20163916.000000 Penalty: 5964.138672
	Iteration 81Q: 3 clusters Score -2.016392e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163070 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -20163904.000000 Penalty: 5964.138672
	Iteration 82Q: 3 clusters Score -2.01639e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163108 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -20163902.000000 Penalty: 5964.138672
	Iteration 83Q: 3 clusters Score -2.01639e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163136 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -20163908.000000 Penalty: 5964.138672
	Iteration 84Q: 3 clusters Score -2.016391e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163162 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -20163930.000000 Penalty: 5964.138672
	Iteration 85Q: 3 clusters Score -2.016393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163189 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -20163928.000000 Penalty: 5964.138672
	Iteration 86Q: 3 clusters Score -2.016393e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163225 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -20163922.000000 Penalty: 5964.138672
	Iteration 87Q: 3 clusters Score -2.016392e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163251 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -20163900.000000 Penalty: 5964.138672
	Iteration 88Q: 3 clusters Score -2.01639e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163271 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -20163904.000000 Penalty: 5964.138672
	Iteration 89Q: 3 clusters Score -2.01639e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -20163936.000000 Penalty: 5964.138672
	Iteration 90Q: 3 clusters Score -2.016394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163306 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -20163916.000000 Penalty: 5964.138672
	Iteration 91Q: 3 clusters Score -2.016392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163321 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -20163934.000000 Penalty: 5964.138672
	Iteration 92Q: 3 clusters Score -2.016393e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163342 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -20163926.000000 Penalty: 5964.138672
	Iteration 93Q: 3 clusters Score -2.016393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163359 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -20163930.000000 Penalty: 5964.138672
	Iteration 94Q: 3 clusters Score -2.016393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163372 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -20163924.000000 Penalty: 5964.138672
	Iteration 95Q: 3 clusters Score -2.016392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163387 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -20163912.000000 Penalty: 5964.138672
	Iteration 96Q: 3 clusters Score -2.016391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -20163924.000000 Penalty: 5964.138672
	Iteration 97Q: 3 clusters Score -2.016392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163409 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -20163934.000000 Penalty: 5964.138672
	Iteration 98Q: 3 clusters Score -2.016393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163418 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -20163942.000000 Penalty: 5964.138672
	Iteration 99Q: 3 clusters Score -2.016394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163425 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -20163952.000000 Penalty: 5964.138672
	Iteration 100F: 3 clusters Score -2.016395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163433 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -20163944.000000 Penalty: 5964.138672
	Iteration 101Q: 3 clusters Score -2.016394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163440 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -20163942.000000 Penalty: 5964.138672
	Iteration 102Q: 3 clusters Score -2.016394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163450 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -20163934.000000 Penalty: 5964.138672
	Iteration 103Q: 3 clusters Score -2.016393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163458 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -20163934.000000 Penalty: 5964.138672
	Iteration 104Q: 3 clusters Score -2.016393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163468 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -20163936.000000 Penalty: 5964.138672
	Iteration 105Q: 3 clusters Score -2.016394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163478 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -20163918.000000 Penalty: 5964.138672
	Iteration 106Q: 3 clusters Score -2.016392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163486 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -20163920.000000 Penalty: 5964.138672
	Iteration 107Q: 3 clusters Score -2.016392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163497 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -20163916.000000 Penalty: 5964.138672
	Iteration 108Q: 3 clusters Score -2.016392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163508 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -20163914.000000 Penalty: 5964.138672
	Iteration 109Q: 3 clusters Score -2.016391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163516 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -20163920.000000 Penalty: 5964.138672
	Iteration 110Q: 3 clusters Score -2.016392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163525 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -20163914.000000 Penalty: 5964.138672
	Iteration 111Q: 3 clusters Score -2.016391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163530 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -20163918.000000 Penalty: 5964.138672
	Iteration 112Q: 3 clusters Score -2.016392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163536 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -20163918.000000 Penalty: 5964.138672
	Iteration 113Q: 3 clusters Score -2.016392e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163539 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -20163924.000000 Penalty: 5964.138672
	Iteration 114Q: 3 clusters Score -2.016392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163543 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -20163920.000000 Penalty: 5964.138672
	Iteration 115Q: 3 clusters Score -2.016392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163547 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -20163910.000000 Penalty: 5964.138672
	Iteration 116Q: 3 clusters Score -2.016391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163553 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -20163920.000000 Penalty: 5964.138672
	Iteration 117Q: 3 clusters Score -2.016392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163559 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -20163912.000000 Penalty: 5964.138672
	Iteration 118Q: 3 clusters Score -2.016391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163570 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -20163896.000000 Penalty: 5964.138672
	Iteration 119Q: 3 clusters Score -2.01639e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163575 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -20163910.000000 Penalty: 5964.138672
	Iteration 120F: 3 clusters Score -2.016391e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163584 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -20163912.000000 Penalty: 5964.138672
	Iteration 121Q: 3 clusters Score -2.016391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163590 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -20163916.000000 Penalty: 5964.138672
	Iteration 122Q: 3 clusters Score -2.016392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163595 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -20163924.000000 Penalty: 5964.138672
	Iteration 123Q: 3 clusters Score -2.016392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163599 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -20163918.000000 Penalty: 5964.138672
	Iteration 124Q: 3 clusters Score -2.016392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163603 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -20163908.000000 Penalty: 5964.138672
	Iteration 125Q: 3 clusters Score -2.016391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163608 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -20163916.000000 Penalty: 5964.138672
	Iteration 126Q: 3 clusters Score -2.016392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163619 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -20163900.000000 Penalty: 5964.138672
	Iteration 127Q: 3 clusters Score -2.01639e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163629 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -20163894.000000 Penalty: 5964.138672
	Iteration 128Q: 3 clusters Score -2.016389e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163640 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -20163910.000000 Penalty: 5964.138672
	Iteration 129Q: 3 clusters Score -2.016391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163651 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -20163906.000000 Penalty: 5964.138672
	Iteration 130Q: 3 clusters Score -2.016391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163659 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -20163900.000000 Penalty: 5964.138672
	Iteration 131Q: 3 clusters Score -2.01639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163663 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -20163896.000000 Penalty: 5964.138672
	Iteration 132Q: 3 clusters Score -2.01639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -20163886.000000 Penalty: 5964.138672
	Iteration 133Q: 3 clusters Score -2.016389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163667 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -20163892.000000 Penalty: 5964.138672
	Iteration 134Q: 3 clusters Score -2.016389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163668 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -20163894.000000 Penalty: 5964.138672
	Iteration 135Q: 3 clusters Score -2.016389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163669 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -20163894.000000 Penalty: 5964.138672
	Iteration 136Q: 3 clusters Score -2.016389e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163670 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -20163886.000000 Penalty: 5964.138672
	Iteration 137Q: 3 clusters Score -2.016389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163670 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -20163886.000000 Penalty: 5964.138672
	Iteration 138F: 3 clusters Score -2.016389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48672 members 
Mstep: Class 5 contains 266901 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176171 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166787 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105352.000000 Penalty: 23325.412109
Iteration 319Q: 8 clusters Score -8.110535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48672 members 
Mstep: Class 5 contains 266897 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176184 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105376.000000 Penalty: 23325.412109
Iteration 320F: 8 clusters Score -8.110538e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48672 members 
Mstep: Class 5 contains 266889 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176196 members 
Mstep: Class 17 contains 19787 members 
Mstep: Class 19 contains 166774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105280.000000 Penalty: 23325.412109
Iteration 321Q: 8 clusters Score -8.110528e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48672 members 
Mstep: Class 5 contains 266876 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176217 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105320.000000 Penalty: 23325.412109
Iteration 322Q: 8 clusters Score -8.110532e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48671 members 
Mstep: Class 5 contains 266863 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176227 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105312.000000 Penalty: 23325.412109
Iteration 323Q: 8 clusters Score -8.110531e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48669 members 
Mstep: Class 5 contains 266854 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2697 members 
Mstep: Class 14 contains 176232 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105288.000000 Penalty: 23325.412109
Iteration 324Q: 8 clusters Score -8.110529e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48667 members 
Mstep: Class 5 contains 266855 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176227 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105256.000000 Penalty: 23325.412109
Iteration 325Q: 8 clusters Score -8.110526e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48666 members 
Mstep: Class 5 contains 266858 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176224 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105296.000000 Penalty: 23325.412109
Iteration 326Q: 8 clusters Score -8.11053e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48668 members 
Mstep: Class 5 contains 266848 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176233 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105296.000000 Penalty: 23325.412109
Iteration 327Q: 8 clusters Score -8.11053e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48669 members 
Mstep: Class 5 contains 266845 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176237 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105288.000000 Penalty: 23325.412109
Iteration 328Q: 8 clusters Score -8.110529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48670 members 
Mstep: Class 5 contains 266853 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176233 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105304.000000 Penalty: 23325.412109
Iteration 329Q: 8 clusters Score -8.11053e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48672 members 
Mstep: Class 5 contains 266852 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176228 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105304.000000 Penalty: 23325.412109
Iteration 330Q: 8 clusters Score -8.11053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48673 members 
Mstep: Class 5 contains 266846 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176232 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105312.000000 Penalty: 23325.412109
Iteration 331Q: 8 clusters Score -8.110531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48674 members 
Mstep: Class 5 contains 266845 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176234 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105336.000000 Penalty: 23325.412109
Iteration 332Q: 8 clusters Score -8.110534e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48676 members 
Mstep: Class 5 contains 266845 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176235 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166773 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105320.000000 Penalty: 23325.412109
Iteration 333Q: 8 clusters Score -8.110532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48676 members 
Mstep: Class 5 contains 266843 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176238 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105320.000000 Penalty: 23325.412109
Iteration 334Q: 8 clusters Score -8.110532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48676 members 
Mstep: Class 5 contains 266846 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176237 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105328.000000 Penalty: 23325.412109
Iteration 335Q: 8 clusters Score -8.110533e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266845 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176237 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105352.000000 Penalty: 23325.412109
Iteration 336Q: 8 clusters Score -8.110535e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48679 members 
Mstep: Class 5 contains 266845 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176239 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105328.000000 Penalty: 23325.412109
Iteration 337Q: 8 clusters Score -8.110533e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48679 members 
Mstep: Class 5 contains 266843 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176243 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105360.000000 Penalty: 23325.412109
Iteration 338Q: 8 clusters Score -8.110536e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266837 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176244 members 
Mstep: Class 17 contains 19788 members 
Mstep: Class 19 contains 166768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105360.000000 Penalty: 23325.412109
Iteration 339Q: 8 clusters Score -8.110536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266833 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176244 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105352.000000 Penalty: 23325.412109
Iteration 340F: 8 clusters Score -8.110535e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48681 members 
Mstep: Class 5 contains 266829 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176252 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105376.000000 Penalty: 23325.412109
Iteration 341Q: 8 clusters Score -8.110538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266823 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176261 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105352.000000 Penalty: 23325.412109
Iteration 342Q: 8 clusters Score -8.110535e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266820 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176264 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166764 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105360.000000 Penalty: 23325.412109
Iteration 343Q: 8 clusters Score -8.110536e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266821 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176267 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105368.000000 Penalty: 23325.412109
Iteration 344Q: 8 clusters Score -8.110537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266816 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176273 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105368.000000 Penalty: 23325.412109
Iteration 345Q: 8 clusters Score -8.110537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266818 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176271 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105400.000000 Penalty: 23325.412109
Iteration 346Q: 8 clusters Score -8.11054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266820 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176268 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105408.000000 Penalty: 23325.412109
Iteration 347Q: 8 clusters Score -8.110541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266821 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176267 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105400.000000 Penalty: 23325.412109
Iteration 348Q: 8 clusters Score -8.11054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48680 members 
Mstep: Class 5 contains 266823 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176264 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105400.000000 Penalty: 23325.412109
Iteration 349Q: 8 clusters Score -8.11054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48679 members 
Mstep: Class 5 contains 266824 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176262 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105368.000000 Penalty: 23325.412109
Iteration 350Q: 8 clusters Score -8.110537e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266829 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176254 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105416.000000 Penalty: 23325.412109
Iteration 351Q: 8 clusters Score -8.110542e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266828 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176252 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105400.000000 Penalty: 23325.412109
Iteration 352Q: 8 clusters Score -8.11054e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266825 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176259 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105384.000000 Penalty: 23325.412109
Iteration 353Q: 8 clusters Score -8.110538e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48676 members 
Mstep: Class 5 contains 266825 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176258 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105432.000000 Penalty: 23325.412109
Iteration 354Q: 8 clusters Score -8.110543e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48676 members 
Mstep: Class 5 contains 266822 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176260 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105416.000000 Penalty: 23325.412109
Iteration 355Q: 8 clusters Score -8.110542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266815 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176265 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105400.000000 Penalty: 23325.412109
Iteration 356Q: 8 clusters Score -8.11054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266812 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176265 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105416.000000 Penalty: 23325.412109
Iteration 357Q: 8 clusters Score -8.110542e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266811 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176264 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105376.000000 Penalty: 23325.412109
Iteration 358Q: 8 clusters Score -8.110538e+07 nChanged 7
Entering ConstructFrom: 
Score: -81105376.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 2 (48677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48677 members 
Entering Unmasked Estep 
Score: -5698243.000000 Penalty: 2676.654541
	Iteration 0F: 2 clusters Score -5698243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24259 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -5665437.500000 Penalty: 5353.309082
	Iteration 0F: 3 clusters Score -5665438 nChanged 22410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -5677912.000000 Penalty: 5353.309082
	Iteration 1F: 3 clusters Score -5677912 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -5678386.500000 Penalty: 5353.309082
	Iteration 2Q: 3 clusters Score -5678386 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -5678859.500000 Penalty: 5353.309082
	Iteration 3Q: 3 clusters Score -5678860 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -5679301.500000 Penalty: 5353.309082
	Iteration 4Q: 3 clusters Score -5679302 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -5679703.000000 Penalty: 5353.309082
	Iteration 5Q: 3 clusters Score -5679703 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -5680131.000000 Penalty: 5353.309082
	Iteration 6Q: 3 clusters Score -5680131 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -5680597.000000 Penalty: 5353.309082
	Iteration 7Q: 3 clusters Score -5680597 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -5681245.500000 Penalty: 5353.309082
	Iteration 8Q: 3 clusters Score -5681246 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 31283 members 
Entering Unmasked Estep 
Score: -5682237.000000 Penalty: 5353.309082
	Iteration 9Q: 3 clusters Score -5682237 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -5683756.000000 Penalty: 5353.309082
	Iteration 10F: 3 clusters Score -5683756 nChanged 3092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -5685901.000000 Penalty: 5353.309082
	Iteration 11F: 3 clusters Score -5685901 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -5688654.500000 Penalty: 5353.309082
	Iteration 12F: 3 clusters Score -5688654 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -5691422.000000 Penalty: 5353.309082
	Iteration 13F: 3 clusters Score -5691422 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 45894 members 
Entering Unmasked Estep 
Score: -5693598.500000 Penalty: 5353.309082
	Iteration 14Q: 3 clusters Score -5693598 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 47244 members 
Entering Unmasked Estep 
Score: -5694784.500000 Penalty: 5353.309082
	Iteration 15Q: 3 clusters Score -5694784 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -5695309.500000 Penalty: 5353.309082
	Iteration 16Q: 3 clusters Score -5695310 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 48078 members 
Entering Unmasked Estep 
Score: -5695561.500000 Penalty: 5353.309082
	Iteration 17Q: 3 clusters Score -5695562 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 48191 members 
Entering Unmasked Estep 
Score: -5695680.000000 Penalty: 5353.309082
	Iteration 18Q: 3 clusters Score -5695680 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 48251 members 
Entering Unmasked Estep 
Score: -5695751.000000 Penalty: 5353.309082
	Iteration 19Q: 3 clusters Score -5695751 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 48281 members 
Entering Unmasked Estep 
Score: -5695803.000000 Penalty: 5353.309082
	Iteration 20F: 3 clusters Score -5695803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 48296 members 
Entering Unmasked Estep 
Score: -5695833.000000 Penalty: 5353.309082
	Iteration 21Q: 3 clusters Score -5695833 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 48304 members 
Entering Unmasked Estep 
Score: -5695843.500000 Penalty: 5353.309082
	Iteration 22Q: 3 clusters Score -5695844 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 48313 members 
Entering Unmasked Estep 
Score: -5695873.500000 Penalty: 5353.309082
	Iteration 23Q: 3 clusters Score -5695874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -5695889.500000 Penalty: 5353.309082
	Iteration 24Q: 3 clusters Score -5695890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 48322 members 
Entering Unmasked Estep 
Score: -5695890.500000 Penalty: 5353.309082
	Iteration 25Q: 3 clusters Score -5695890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -5695903.500000 Penalty: 5353.309082
	Iteration 26Q: 3 clusters Score -5695904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 48334 members 
Entering Unmasked Estep 
Score: -5695904.500000 Penalty: 5353.309082
	Iteration 27Q: 3 clusters Score -5695904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48333 members 
Entering Unmasked Estep 
Score: -5695907.500000 Penalty: 5353.309082
	Iteration 28Q: 3 clusters Score -5695908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -5695912.000000 Penalty: 5353.309082
	Iteration 29Q: 3 clusters Score -5695912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -5695912.000000 Penalty: 5353.309082
	Iteration 30Q: 3 clusters Score -5695912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -5695913.000000 Penalty: 5353.309082
	Iteration 31Q: 3 clusters Score -5695913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -5695913.000000 Penalty: 5353.309082
	Iteration 32F: 3 clusters Score -5695913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (266808 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266808 members 
Entering Unmasked Estep 
Score: -31953244.000000 Penalty: 3098.582520
	Iteration 0F: 2 clusters Score -3.195324e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133470 members 
Mstep: Class 2 contains 133338 members 
Entering Unmasked Estep 
Score: -31782008.000000 Penalty: 6197.165039
	Iteration 0F: 3 clusters Score -3.178201e+07 nChanged 128770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132782 members 
Mstep: Class 2 contains 134026 members 
Entering Unmasked Estep 
Score: -31858104.000000 Penalty: 6197.165039
	Iteration 1F: 3 clusters Score -3.18581e+07 nChanged 6302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132316 members 
Mstep: Class 2 contains 134492 members 
Entering Unmasked Estep 
Score: -31859016.000000 Penalty: 6197.165039
	Iteration 2Q: 3 clusters Score -3.185902e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131611 members 
Mstep: Class 2 contains 135197 members 
Entering Unmasked Estep 
Score: -31860192.000000 Penalty: 6197.165039
	Iteration 3Q: 3 clusters Score -3.186019e+07 nChanged 6818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130625 members 
Mstep: Class 2 contains 136183 members 
Entering Unmasked Estep 
Score: -31861484.000000 Penalty: 6197.165039
	Iteration 4Q: 3 clusters Score -3.186148e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129236 members 
Mstep: Class 2 contains 137572 members 
Entering Unmasked Estep 
Score: -31862900.000000 Penalty: 6197.165039
	Iteration 5Q: 3 clusters Score -3.18629e+07 nChanged 8125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127231 members 
Mstep: Class 2 contains 139577 members 
Entering Unmasked Estep 
Score: -31864998.000000 Penalty: 6197.165039
	Iteration 6Q: 3 clusters Score -3.1865e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124306 members 
Mstep: Class 2 contains 142502 members 
Entering Unmasked Estep 
Score: -31867810.000000 Penalty: 6197.165039
	Iteration 7Q: 3 clusters Score -3.186781e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120171 members 
Mstep: Class 2 contains 146637 members 
Entering Unmasked Estep 
Score: -31871168.000000 Penalty: 6197.165039
	Iteration 8Q: 3 clusters Score -3.187117e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114534 members 
Mstep: Class 2 contains 152274 members 
Entering Unmasked Estep 
Score: -31876658.000000 Penalty: 6197.165039
	Iteration 9Q: 3 clusters Score -3.187666e+07 nChanged 13736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107228 members 
Mstep: Class 2 contains 159580 members 
Entering Unmasked Estep 
Score: -31885160.000000 Penalty: 6197.165039
	Iteration 10F: 3 clusters Score -3.188516e+07 nChanged 15526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99004 members 
Mstep: Class 2 contains 167804 members 
Entering Unmasked Estep 
Score: -31897438.000000 Penalty: 6197.165039
	Iteration 11F: 3 clusters Score -3.189744e+07 nChanged 16216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91872 members 
Mstep: Class 2 contains 174936 members 
Entering Unmasked Estep 
Score: -31910524.000000 Penalty: 6197.165039
	Iteration 12F: 3 clusters Score -3.191052e+07 nChanged 14278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86880 members 
Mstep: Class 2 contains 179928 members 
Entering Unmasked Estep 
Score: -31918990.000000 Penalty: 6197.165039
	Iteration 13F: 3 clusters Score -3.191899e+07 nChanged 9572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83038 members 
Mstep: Class 2 contains 183770 members 
Entering Unmasked Estep 
Score: -31922194.000000 Penalty: 6197.165039
	Iteration 14Q: 3 clusters Score -3.192219e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 187157 members 
Entering Unmasked Estep 
Score: -31923428.000000 Penalty: 6197.165039
	Iteration 15Q: 3 clusters Score -3.192343e+07 nChanged 4078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76285 members 
Mstep: Class 2 contains 190523 members 
Entering Unmasked Estep 
Score: -31924334.000000 Penalty: 6197.165039
	Iteration 16Q: 3 clusters Score -3.192433e+07 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72856 members 
Mstep: Class 2 contains 193952 members 
Entering Unmasked Estep 
Score: -31925292.000000 Penalty: 6197.165039
	Iteration 17Q: 3 clusters Score -3.192529e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 197381 members 
Entering Unmasked Estep 
Score: -31925994.000000 Penalty: 6197.165039
	Iteration 18Q: 3 clusters Score -3.192599e+07 nChanged 3659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65916 members 
Mstep: Class 2 contains 200892 members 
Entering Unmasked Estep 
Score: -31926670.000000 Penalty: 6197.165039
	Iteration 19Q: 3 clusters Score -3.192667e+07 nChanged 3500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 204314 members 
Entering Unmasked Estep 
Score: -31927406.000000 Penalty: 6197.165039
	Iteration 20F: 3 clusters Score -3.192741e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59025 members 
Mstep: Class 2 contains 207783 members 
Entering Unmasked Estep 
Score: -31928192.000000 Penalty: 6197.165039
	Iteration 21Q: 3 clusters Score -3.192819e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55496 members 
Mstep: Class 2 contains 211312 members 
Entering Unmasked Estep 
Score: -31929046.000000 Penalty: 6197.165039
	Iteration 22Q: 3 clusters Score -3.192905e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 214871 members 
Entering Unmasked Estep 
Score: -31929882.000000 Penalty: 6197.165039
	Iteration 23Q: 3 clusters Score -3.192988e+07 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48456 members 
Mstep: Class 2 contains 218352 members 
Entering Unmasked Estep 
Score: -31930762.000000 Penalty: 6197.165039
	Iteration 24Q: 3 clusters Score -3.193076e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45039 members 
Mstep: Class 2 contains 221769 members 
Entering Unmasked Estep 
Score: -31931672.000000 Penalty: 6197.165039
	Iteration 25Q: 3 clusters Score -3.193167e+07 nChanged 3436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 225165 members 
Entering Unmasked Estep 
Score: -31932542.000000 Penalty: 6197.165039
	Iteration 26Q: 3 clusters Score -3.193254e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 228507 members 
Entering Unmasked Estep 
Score: -31933600.000000 Penalty: 6197.165039
	Iteration 27Q: 3 clusters Score -3.19336e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35056 members 
Mstep: Class 2 contains 231752 members 
Entering Unmasked Estep 
Score: -31934846.000000 Penalty: 6197.165039
	Iteration 28Q: 3 clusters Score -3.193485e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 234935 members 
Entering Unmasked Estep 
Score: -31935924.000000 Penalty: 6197.165039
	Iteration 29Q: 3 clusters Score -3.193592e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 238005 members 
Entering Unmasked Estep 
Score: -31937000.000000 Penalty: 6197.165039
	Iteration 30Q: 3 clusters Score -3.1937e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 241042 members 
Entering Unmasked Estep 
Score: -31938212.000000 Penalty: 6197.165039
	Iteration 31Q: 3 clusters Score -3.193821e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22903 members 
Mstep: Class 2 contains 243905 members 
Entering Unmasked Estep 
Score: -31939466.000000 Penalty: 6197.165039
	Iteration 32Q: 3 clusters Score -3.193947e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 246667 members 
Entering Unmasked Estep 
Score: -31940748.000000 Penalty: 6197.165039
	Iteration 33Q: 3 clusters Score -3.194075e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 249275 members 
Entering Unmasked Estep 
Score: -31942060.000000 Penalty: 6197.165039
	Iteration 34Q: 3 clusters Score -3.194206e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 251680 members 
Entering Unmasked Estep 
Score: -31943210.000000 Penalty: 6197.165039
	Iteration 35Q: 3 clusters Score -3.194321e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 253781 members 
Entering Unmasked Estep 
Score: -31944368.000000 Penalty: 6197.165039
	Iteration 36Q: 3 clusters Score -3.194437e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 255705 members 
Entering Unmasked Estep 
Score: -31945426.000000 Penalty: 6197.165039
	Iteration 37Q: 3 clusters Score -3.194543e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 257322 members 
Entering Unmasked Estep 
Score: -31946330.000000 Penalty: 6197.165039
	Iteration 38Q: 3 clusters Score -3.194633e+07 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 258700 members 
Entering Unmasked Estep 
Score: -31947122.000000 Penalty: 6197.165039
	Iteration 39Q: 3 clusters Score -3.194712e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 259884 members 
Entering Unmasked Estep 
Score: -31947780.000000 Penalty: 6197.165039
	Iteration 40F: 3 clusters Score -3.194778e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 260912 members 
Entering Unmasked Estep 
Score: -31948442.000000 Penalty: 6197.165039
	Iteration 41Q: 3 clusters Score -3.194844e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 261771 members 
Entering Unmasked Estep 
Score: -31948932.000000 Penalty: 6197.165039
	Iteration 42Q: 3 clusters Score -3.194893e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 262464 members 
Entering Unmasked Estep 
Score: -31949290.000000 Penalty: 6197.165039
	Iteration 43Q: 3 clusters Score -3.194929e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 263016 members 
Entering Unmasked Estep 
Score: -31949620.000000 Penalty: 6197.165039
	Iteration 44Q: 3 clusters Score -3.194962e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 263461 members 
Entering Unmasked Estep 
Score: -31949906.000000 Penalty: 6197.165039
	Iteration 45Q: 3 clusters Score -3.194991e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 263813 members 
Entering Unmasked Estep 
Score: -31950164.000000 Penalty: 6197.165039
	Iteration 46Q: 3 clusters Score -3.195016e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 264043 members 
Entering Unmasked Estep 
Score: -31950212.000000 Penalty: 6197.165039
	Iteration 47Q: 3 clusters Score -3.195021e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 264246 members 
Entering Unmasked Estep 
Score: -31950294.000000 Penalty: 6197.165039
	Iteration 48Q: 3 clusters Score -3.195029e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 264417 members 
Entering Unmasked Estep 
Score: -31950400.000000 Penalty: 6197.165039
	Iteration 49Q: 3 clusters Score -3.19504e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 264544 members 
Entering Unmasked Estep 
Score: -31950512.000000 Penalty: 6197.165039
	Iteration 50Q: 3 clusters Score -3.195051e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 264650 members 
Entering Unmasked Estep 
Score: -31950530.000000 Penalty: 6197.165039
	Iteration 51Q: 3 clusters Score -3.195053e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 264720 members 
Entering Unmasked Estep 
Score: -31950574.000000 Penalty: 6197.165039
	Iteration 52Q: 3 clusters Score -3.195057e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 264783 members 
Entering Unmasked Estep 
Score: -31950592.000000 Penalty: 6197.165039
	Iteration 53Q: 3 clusters Score -3.195059e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 264818 members 
Entering Unmasked Estep 
Score: -31950594.000000 Penalty: 6197.165039
	Iteration 54Q: 3 clusters Score -3.195059e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 264847 members 
Entering Unmasked Estep 
Score: -31950588.000000 Penalty: 6197.165039
	Iteration 55Q: 3 clusters Score -3.195059e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 264874 members 
Entering Unmasked Estep 
Score: -31950616.000000 Penalty: 6197.165039
	Iteration 56Q: 3 clusters Score -3.195062e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 264906 members 
Entering Unmasked Estep 
Score: -31950618.000000 Penalty: 6197.165039
	Iteration 57Q: 3 clusters Score -3.195062e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 264928 members 
Entering Unmasked Estep 
Score: -31950646.000000 Penalty: 6197.165039
	Iteration 58Q: 3 clusters Score -3.195065e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 264947 members 
Entering Unmasked Estep 
Score: -31950662.000000 Penalty: 6197.165039
	Iteration 59Q: 3 clusters Score -3.195066e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 264973 members 
Entering Unmasked Estep 
Score: -31950652.000000 Penalty: 6197.165039
	Iteration 60F: 3 clusters Score -3.195065e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 264995 members 
Entering Unmasked Estep 
Score: -31950670.000000 Penalty: 6197.165039
	Iteration 61Q: 3 clusters Score -3.195067e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 265010 members 
Entering Unmasked Estep 
Score: -31950686.000000 Penalty: 6197.165039
	Iteration 62Q: 3 clusters Score -3.195069e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 265028 members 
Entering Unmasked Estep 
Score: -31950708.000000 Penalty: 6197.165039
	Iteration 63Q: 3 clusters Score -3.195071e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 265046 members 
Entering Unmasked Estep 
Score: -31950702.000000 Penalty: 6197.165039
	Iteration 64Q: 3 clusters Score -3.19507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 265051 members 
Entering Unmasked Estep 
Score: -31950692.000000 Penalty: 6197.165039
	Iteration 65Q: 3 clusters Score -3.195069e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 265055 members 
Entering Unmasked Estep 
Score: -31950698.000000 Penalty: 6197.165039
	Iteration 66Q: 3 clusters Score -3.19507e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 265059 members 
Entering Unmasked Estep 
Score: -31950730.000000 Penalty: 6197.165039
	Iteration 67Q: 3 clusters Score -3.195073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 265060 members 
Entering Unmasked Estep 
Score: -31950736.000000 Penalty: 6197.165039
	Iteration 68Q: 3 clusters Score -3.195074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 265065 members 
Entering Unmasked Estep 
Score: -31950740.000000 Penalty: 6197.165039
	Iteration 69Q: 3 clusters Score -3.195074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 265067 members 
Entering Unmasked Estep 
Score: -31950720.000000 Penalty: 6197.165039
	Iteration 70Q: 3 clusters Score -3.195072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 265067 members 
Entering Unmasked Estep 
Score: -31950724.000000 Penalty: 6197.165039
	Iteration 71Q: 3 clusters Score -3.195072e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 265068 members 
Entering Unmasked Estep 
Score: -31950726.000000 Penalty: 6197.165039
	Iteration 72Q: 3 clusters Score -3.195073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 265068 members 
Entering Unmasked Estep 
Score: -31950726.000000 Penalty: 6197.165039
	Iteration 73F: 3 clusters Score -3.195073e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -387520.218750 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -387520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -384035.437500 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -384035.4 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -384748.625000 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -384748.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -384915.125000 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -384915.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -385060.406250 Penalty: 4029.284668
	Iteration 3Q: 3 clusters Score -385060.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -385212.531250 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -385212.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -385363.312500 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -385363.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -385459.375000 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -385459.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -385527.437500 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -385527.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -385576.500000 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -385576.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -385626.750000 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -385626.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -385673.062500 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -385673.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -385710.031250 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -385710 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -385736.656250 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -385736.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -385762.156250 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -385762.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -385779.593750 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -385779.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -385792.406250 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -385792.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -385804.125000 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -385804.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -385813.406250 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -385813.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -385821.625000 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -385821.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -385831.343750 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -385831.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -385836.531250 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -385836.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -385842.593750 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -385842.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -385847.343750 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -385847.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -385853.343750 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -385853.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -385859.593750 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -385859.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -385866.750000 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -385866.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -385875.593750 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -385875.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -385880.156250 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -385880.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -385884.343750 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -385884.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -385887.937500 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -385887.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -385892.593750 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -385892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -385893.375000 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -385893.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -385894.906250 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -385894.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -385896.781250 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -385896.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -385897.281250 Penalty: 4029.284668
	Iteration 34Q: 3 clusters Score -385897.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -385898.468750 Penalty: 4029.284668
	Iteration 35Q: 3 clusters Score -385898.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -385899.531250 Penalty: 4029.284668
	Iteration 36Q: 3 clusters Score -385899.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -385900.062500 Penalty: 4029.284668
	Iteration 37Q: 3 clusters Score -385900.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -385901.968750 Penalty: 4029.284668
	Iteration 38Q: 3 clusters Score -385902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -385903.093750 Penalty: 4029.284668
	Iteration 39Q: 3 clusters Score -385903.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -385905.906250 Penalty: 4029.284668
	Iteration 40F: 3 clusters Score -385905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -385906.875000 Penalty: 4029.284668
	Iteration 41Q: 3 clusters Score -385906.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -385908.593750 Penalty: 4029.284668
	Iteration 42Q: 3 clusters Score -385908.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -385909.406250 Penalty: 4029.284668
	Iteration 43Q: 3 clusters Score -385909.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -385911.375000 Penalty: 4029.284668
	Iteration 44Q: 3 clusters Score -385911.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -385912.218750 Penalty: 4029.284668
	Iteration 45Q: 3 clusters Score -385912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -385912.625000 Penalty: 4029.284668
	Iteration 46Q: 3 clusters Score -385912.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -385913.562500 Penalty: 4029.284668
	Iteration 47Q: 3 clusters Score -385913.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -385914.906250 Penalty: 4029.284668
	Iteration 48Q: 3 clusters Score -385914.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -385914.906250 Penalty: 4029.284668
	Iteration 49F: 3 clusters Score -385914.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -294794.218750 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -294794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -291969.437500 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -291969.4 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -292932.406250 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -292932.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -293504.625000 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -293504.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -294218.968750 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -294219 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -294995.812500 Penalty: 3918.531982
	Iteration 4F: 3 clusters Score -294995.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -295483.687500 Penalty: 3918.531982
	Iteration 5F: 3 clusters Score -295483.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -295668.406250 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -295668.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -295735.593750 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -295735.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -295771.281250 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -295771.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -295787.187500 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -295787.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -295792.406250 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -295792.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -295795.062500 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -295795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -295796.468750 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -295796.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -295797.062500 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -295797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -295797.062500 Penalty: 3918.531982
	Iteration 14F: 3 clusters Score -295797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266808 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 434 members 
Mstep: Class 14 contains 176263 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166780 members 
Entering Unmasked Estep 
Score: -81105080.000000 Penalty: 26657.613281
Splitting cluster 13 changes total score from -81105376.000000 to -81105080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (176263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176263 members 
Entering Unmasked Estep 
Score: -21197874.000000 Penalty: 2995.773682
	Iteration 0F: 2 clusters Score -2.119787e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88287 members 
Mstep: Class 2 contains 87976 members 
Entering Unmasked Estep 
Score: -21083388.000000 Penalty: 5991.547363
	Iteration 0F: 3 clusters Score -2.108339e+07 nChanged 84578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90659 members 
Mstep: Class 2 contains 85604 members 
Entering Unmasked Estep 
Score: -21133550.000000 Penalty: 5991.547363
	Iteration 1F: 3 clusters Score -2.113355e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92212 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -21135540.000000 Penalty: 5991.547363
	Iteration 2Q: 3 clusters Score -2.113554e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94565 members 
Mstep: Class 2 contains 81698 members 
Entering Unmasked Estep 
Score: -21138648.000000 Penalty: 5991.547363
	Iteration 3Q: 3 clusters Score -2.113865e+07 nChanged 8720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97967 members 
Mstep: Class 2 contains 78296 members 
Entering Unmasked Estep 
Score: -21143088.000000 Penalty: 5991.547363
	Iteration 4Q: 3 clusters Score -2.114309e+07 nChanged 10635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103086 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -21149596.000000 Penalty: 5991.547363
	Iteration 5F: 3 clusters Score -2.11496e+07 nChanged 12132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109786 members 
Mstep: Class 2 contains 66477 members 
Entering Unmasked Estep 
Score: -21158186.000000 Penalty: 5991.547363
	Iteration 6F: 3 clusters Score -2.115819e+07 nChanged 12694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117042 members 
Mstep: Class 2 contains 59221 members 
Entering Unmasked Estep 
Score: -21168590.000000 Penalty: 5991.547363
	Iteration 7F: 3 clusters Score -2.116859e+07 nChanged 11404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123116 members 
Mstep: Class 2 contains 53147 members 
Entering Unmasked Estep 
Score: -21177416.000000 Penalty: 5991.547363
	Iteration 8F: 3 clusters Score -2.117742e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127420 members 
Mstep: Class 2 contains 48843 members 
Entering Unmasked Estep 
Score: -21182446.000000 Penalty: 5991.547363
	Iteration 9Q: 3 clusters Score -2.118245e+07 nChanged 5315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130809 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -21184994.000000 Penalty: 5991.547363
	Iteration 10Q: 3 clusters Score -2.118499e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133901 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -21186962.000000 Penalty: 5991.547363
	Iteration 11Q: 3 clusters Score -2.118696e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136718 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -21188500.000000 Penalty: 5991.547363
	Iteration 12Q: 3 clusters Score -2.11885e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139240 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -21189852.000000 Penalty: 5991.547363
	Iteration 13Q: 3 clusters Score -2.118985e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141565 members 
Mstep: Class 2 contains 34698 members 
Entering Unmasked Estep 
Score: -21191058.000000 Penalty: 5991.547363
	Iteration 14Q: 3 clusters Score -2.119106e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143707 members 
Mstep: Class 2 contains 32556 members 
Entering Unmasked Estep 
Score: -21191962.000000 Penalty: 5991.547363
	Iteration 15Q: 3 clusters Score -2.119196e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145709 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -21192912.000000 Penalty: 5991.547363
	Iteration 16Q: 3 clusters Score -2.119291e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147552 members 
Mstep: Class 2 contains 28711 members 
Entering Unmasked Estep 
Score: -21193640.000000 Penalty: 5991.547363
	Iteration 17Q: 3 clusters Score -2.119364e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -21194220.000000 Penalty: 5991.547363
	Iteration 18Q: 3 clusters Score -2.119422e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150833 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -21194750.000000 Penalty: 5991.547363
	Iteration 19Q: 3 clusters Score -2.119475e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152251 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -21195016.000000 Penalty: 5991.547363
	Iteration 20F: 3 clusters Score -2.119502e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153608 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -21195192.000000 Penalty: 5991.547363
	Iteration 21Q: 3 clusters Score -2.119519e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154850 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -21195344.000000 Penalty: 5991.547363
	Iteration 22Q: 3 clusters Score -2.119534e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 20230 members 
Entering Unmasked Estep 
Score: -21195518.000000 Penalty: 5991.547363
	Iteration 23Q: 3 clusters Score -2.119552e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157146 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -21195728.000000 Penalty: 5991.547363
	Iteration 24Q: 3 clusters Score -2.119573e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158173 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -21195812.000000 Penalty: 5991.547363
	Iteration 25Q: 3 clusters Score -2.119581e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -21195832.000000 Penalty: 5991.547363
	Iteration 26Q: 3 clusters Score -2.119583e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160078 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -21195888.000000 Penalty: 5991.547363
	Iteration 27Q: 3 clusters Score -2.119589e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160951 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -21195996.000000 Penalty: 5991.547363
	Iteration 28Q: 3 clusters Score -2.1196e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161809 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -21196164.000000 Penalty: 5991.547363
	Iteration 29Q: 3 clusters Score -2.119616e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162644 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -21196294.000000 Penalty: 5991.547363
	Iteration 30Q: 3 clusters Score -2.119629e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163390 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -21196360.000000 Penalty: 5991.547363
	Iteration 31Q: 3 clusters Score -2.119636e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164050 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -21196488.000000 Penalty: 5991.547363
	Iteration 32Q: 3 clusters Score -2.119649e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164667 members 
Mstep: Class 2 contains 11596 members 
Entering Unmasked Estep 
Score: -21196610.000000 Penalty: 5991.547363
	Iteration 33Q: 3 clusters Score -2.119661e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165219 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -21196726.000000 Penalty: 5991.547363
	Iteration 34Q: 3 clusters Score -2.119673e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165725 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -21196840.000000 Penalty: 5991.547363
	Iteration 35Q: 3 clusters Score -2.119684e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166168 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -21196850.000000 Penalty: 5991.547363
	Iteration 36Q: 3 clusters Score -2.119685e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166586 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -21196868.000000 Penalty: 5991.547363
	Iteration 37Q: 3 clusters Score -2.119687e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166957 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -21196908.000000 Penalty: 5991.547363
	Iteration 38Q: 3 clusters Score -2.119691e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167303 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -21196960.000000 Penalty: 5991.547363
	Iteration 39Q: 3 clusters Score -2.119696e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167592 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -21196958.000000 Penalty: 5991.547363
	Iteration 40F: 3 clusters Score -2.119696e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167874 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -21196954.000000 Penalty: 5991.547363
	Iteration 41Q: 3 clusters Score -2.119695e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168138 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -21196952.000000 Penalty: 5991.547363
	Iteration 42Q: 3 clusters Score -2.119695e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168375 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -21196918.000000 Penalty: 5991.547363
	Iteration 43Q: 3 clusters Score -2.119692e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168593 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -21197030.000000 Penalty: 5991.547363
	Iteration 44Q: 3 clusters Score -2.119703e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168786 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -21197050.000000 Penalty: 5991.547363
	Iteration 45Q: 3 clusters Score -2.119705e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168981 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -21197102.000000 Penalty: 5991.547363
	Iteration 46Q: 3 clusters Score -2.11971e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169155 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -21197158.000000 Penalty: 5991.547363
	Iteration 47Q: 3 clusters Score -2.119716e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -21197146.000000 Penalty: 5991.547363
	Iteration 48Q: 3 clusters Score -2.119715e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169462 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -21197188.000000 Penalty: 5991.547363
	Iteration 49Q: 3 clusters Score -2.119719e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169610 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -21197222.000000 Penalty: 5991.547363
	Iteration 50Q: 3 clusters Score -2.119722e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169739 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -21197184.000000 Penalty: 5991.547363
	Iteration 51Q: 3 clusters Score -2.119718e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169861 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -21197178.000000 Penalty: 5991.547363
	Iteration 52Q: 3 clusters Score -2.119718e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169979 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -21197242.000000 Penalty: 5991.547363
	Iteration 53Q: 3 clusters Score -2.119724e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170079 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -21197220.000000 Penalty: 5991.547363
	Iteration 54Q: 3 clusters Score -2.119722e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170180 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -21197190.000000 Penalty: 5991.547363
	Iteration 55Q: 3 clusters Score -2.119719e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170280 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -21197182.000000 Penalty: 5991.547363
	Iteration 56Q: 3 clusters Score -2.119718e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170374 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -21197218.000000 Penalty: 5991.547363
	Iteration 57Q: 3 clusters Score -2.119722e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170464 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -21197238.000000 Penalty: 5991.547363
	Iteration 58Q: 3 clusters Score -2.119724e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170539 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -21197262.000000 Penalty: 5991.547363
	Iteration 59Q: 3 clusters Score -2.119726e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170609 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -21197272.000000 Penalty: 5991.547363
	Iteration 60F: 3 clusters Score -2.119727e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170672 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -21197258.000000 Penalty: 5991.547363
	Iteration 61Q: 3 clusters Score -2.119726e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170733 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -21197246.000000 Penalty: 5991.547363
	Iteration 62Q: 3 clusters Score -2.119725e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170791 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -21197240.000000 Penalty: 5991.547363
	Iteration 63Q: 3 clusters Score -2.119724e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170846 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -21197272.000000 Penalty: 5991.547363
	Iteration 64Q: 3 clusters Score -2.119727e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170898 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -21197282.000000 Penalty: 5991.547363
	Iteration 65Q: 3 clusters Score -2.119728e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170940 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -21197310.000000 Penalty: 5991.547363
	Iteration 66Q: 3 clusters Score -2.119731e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170976 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -21197288.000000 Penalty: 5991.547363
	Iteration 67Q: 3 clusters Score -2.119729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171004 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -21197300.000000 Penalty: 5991.547363
	Iteration 68Q: 3 clusters Score -2.11973e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171025 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -21197300.000000 Penalty: 5991.547363
	Iteration 69Q: 3 clusters Score -2.11973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171049 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -21197292.000000 Penalty: 5991.547363
	Iteration 70Q: 3 clusters Score -2.119729e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171068 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -21197294.000000 Penalty: 5991.547363
	Iteration 71Q: 3 clusters Score -2.119729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171085 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -21197274.000000 Penalty: 5991.547363
	Iteration 72Q: 3 clusters Score -2.119727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171100 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -21197266.000000 Penalty: 5991.547363
	Iteration 73Q: 3 clusters Score -2.119727e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171115 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -21197276.000000 Penalty: 5991.547363
	Iteration 74Q: 3 clusters Score -2.119728e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171132 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -21197282.000000 Penalty: 5991.547363
	Iteration 75Q: 3 clusters Score -2.119728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171152 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -21197278.000000 Penalty: 5991.547363
	Iteration 76Q: 3 clusters Score -2.119728e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171174 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -21197282.000000 Penalty: 5991.547363
	Iteration 77Q: 3 clusters Score -2.119728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171194 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -21197264.000000 Penalty: 5991.547363
	Iteration 78Q: 3 clusters Score -2.119726e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171214 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -21197282.000000 Penalty: 5991.547363
	Iteration 79Q: 3 clusters Score -2.119728e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171230 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -21197310.000000 Penalty: 5991.547363
	Iteration 80F: 3 clusters Score -2.119731e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171251 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -21197298.000000 Penalty: 5991.547363
	Iteration 81Q: 3 clusters Score -2.11973e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171276 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -21197278.000000 Penalty: 5991.547363
	Iteration 82Q: 3 clusters Score -2.119728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171299 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -21197272.000000 Penalty: 5991.547363
	Iteration 83Q: 3 clusters Score -2.119727e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171315 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -21197272.000000 Penalty: 5991.547363
	Iteration 84Q: 3 clusters Score -2.119727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171327 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -21197286.000000 Penalty: 5991.547363
	Iteration 85Q: 3 clusters Score -2.119729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171340 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -21197278.000000 Penalty: 5991.547363
	Iteration 86Q: 3 clusters Score -2.119728e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171360 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -21197276.000000 Penalty: 5991.547363
	Iteration 87Q: 3 clusters Score -2.119728e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171383 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -21197258.000000 Penalty: 5991.547363
	Iteration 88Q: 3 clusters Score -2.119726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171396 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -21197270.000000 Penalty: 5991.547363
	Iteration 89Q: 3 clusters Score -2.119727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171410 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -21197260.000000 Penalty: 5991.547363
	Iteration 90Q: 3 clusters Score -2.119726e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -21197248.000000 Penalty: 5991.547363
	Iteration 91Q: 3 clusters Score -2.119725e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171427 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -21197236.000000 Penalty: 5991.547363
	Iteration 92Q: 3 clusters Score -2.119724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171428 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -21197250.000000 Penalty: 5991.547363
	Iteration 93Q: 3 clusters Score -2.119725e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171429 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -21197242.000000 Penalty: 5991.547363
	Iteration 94Q: 3 clusters Score -2.119724e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171431 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -21197248.000000 Penalty: 5991.547363
	Iteration 95Q: 3 clusters Score -2.119725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171434 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -21197246.000000 Penalty: 5991.547363
	Iteration 96Q: 3 clusters Score -2.119725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171437 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -21197238.000000 Penalty: 5991.547363
	Iteration 97Q: 3 clusters Score -2.119724e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -21197242.000000 Penalty: 5991.547363
	Iteration 98Q: 3 clusters Score -2.119724e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171438 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -21197242.000000 Penalty: 5991.547363
	Iteration 99F: 3 clusters Score -2.119724e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Entering Unmasked Estep 
Score: -2380620.250000 Penalty: 2453.434570
	Iteration 0F: 2 clusters Score -2380620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9958 members 
Entering Unmasked Estep 
Score: -2366717.500000 Penalty: 4906.869141
	Iteration 0F: 3 clusters Score -2366718 nChanged 8795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -2371768.500000 Penalty: 4906.869141
	Iteration 1F: 3 clusters Score -2371768 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2372562.750000 Penalty: 4906.869141
	Iteration 2F: 3 clusters Score -2372563 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2373241.500000 Penalty: 4906.869141
	Iteration 3F: 3 clusters Score -2373242 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2373832.250000 Penalty: 4906.869141
	Iteration 4F: 3 clusters Score -2373832 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -2374377.000000 Penalty: 4906.869141
	Iteration 5F: 3 clusters Score -2374377 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -2374983.500000 Penalty: 4906.869141
	Iteration 6F: 3 clusters Score -2374984 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2375558.250000 Penalty: 4906.869141
	Iteration 7Q: 3 clusters Score -2375558 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -2376149.750000 Penalty: 4906.869141
	Iteration 8Q: 3 clusters Score -2376150 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2376634.500000 Penalty: 4906.869141
	Iteration 9Q: 3 clusters Score -2376634 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2376980.000000 Penalty: 4906.869141
	Iteration 10Q: 3 clusters Score -2376980 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2377182.500000 Penalty: 4906.869141
	Iteration 11Q: 3 clusters Score -2377182 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2377288.500000 Penalty: 4906.869141
	Iteration 12Q: 3 clusters Score -2377288 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2377365.750000 Penalty: 4906.869141
	Iteration 13Q: 3 clusters Score -2377366 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -2377413.250000 Penalty: 4906.869141
	Iteration 14Q: 3 clusters Score -2377413 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2377443.250000 Penalty: 4906.869141
	Iteration 15Q: 3 clusters Score -2377443 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -2377456.500000 Penalty: 4906.869141
	Iteration 16Q: 3 clusters Score -2377456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2377459.750000 Penalty: 4906.869141
	Iteration 17Q: 3 clusters Score -2377460 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2377469.250000 Penalty: 4906.869141
	Iteration 18Q: 3 clusters Score -2377469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2377467.750000 Penalty: 4906.869141
	Iteration 19Q: 3 clusters Score -2377468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2377470.250000 Penalty: 4906.869141
	Iteration 20F: 3 clusters Score -2377470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -2377475.000000 Penalty: 4906.869141
	Iteration 21Q: 3 clusters Score -2377475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -2377473.750000 Penalty: 4906.869141
	Iteration 22Q: 3 clusters Score -2377474 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2377471.500000 Penalty: 4906.869141
	Iteration 23Q: 3 clusters Score -2377472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2377479.250000 Penalty: 4906.869141
	Iteration 24Q: 3 clusters Score -2377479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -2377482.750000 Penalty: 4906.869141
	Iteration 25Q: 3 clusters Score -2377483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2377481.500000 Penalty: 4906.869141
	Iteration 26Q: 3 clusters Score -2377482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2377488.500000 Penalty: 4906.869141
	Iteration 27Q: 3 clusters Score -2377488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 12126 members 
Entering Unmasked Estep 
Score: -2377487.500000 Penalty: 4906.869141
	Iteration 28Q: 3 clusters Score -2377488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2377484.750000 Penalty: 4906.869141
	Iteration 29Q: 3 clusters Score -2377485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -2377482.500000 Penalty: 4906.869141
	Iteration 30Q: 3 clusters Score -2377482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -2377476.750000 Penalty: 4906.869141
	Iteration 31Q: 3 clusters Score -2377477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2377479.000000 Penalty: 4906.869141
	Iteration 32Q: 3 clusters Score -2377479 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2377481.500000 Penalty: 4906.869141
	Iteration 33Q: 3 clusters Score -2377482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2377481.750000 Penalty: 4906.869141
	Iteration 34Q: 3 clusters Score -2377482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2377480.750000 Penalty: 4906.869141
	Iteration 35Q: 3 clusters Score -2377481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2377475.750000 Penalty: 4906.869141
	Iteration 36Q: 3 clusters Score -2377476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -2377475.750000 Penalty: 4906.869141
	Iteration 37F: 3 clusters Score -2377476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166780 members 
Entering Unmasked Estep 
Score: -20163900.000000 Penalty: 2982.058838
	Iteration 0F: 2 clusters Score -2.01639e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83552 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -20056184.000000 Penalty: 5964.117676
	Iteration 0F: 3 clusters Score -2.005618e+07 nChanged 80010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84500 members 
Mstep: Class 2 contains 82280 members 
Entering Unmasked Estep 
Score: -20102794.000000 Penalty: 5964.117676
	Iteration 1F: 3 clusters Score -2.010279e+07 nChanged 4995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84847 members 
Mstep: Class 2 contains 81933 members 
Entering Unmasked Estep 
Score: -20104166.000000 Penalty: 5964.117676
	Iteration 2Q: 3 clusters Score -2.010417e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85288 members 
Mstep: Class 2 contains 81492 members 
Entering Unmasked Estep 
Score: -20105822.000000 Penalty: 5964.117676
	Iteration 3Q: 3 clusters Score -2.010582e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85840 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -20108364.000000 Penalty: 5964.117676
	Iteration 4Q: 3 clusters Score -2.010836e+07 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86394 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -20112100.000000 Penalty: 5964.117676
	Iteration 5Q: 3 clusters Score -2.01121e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86912 members 
Mstep: Class 2 contains 79868 members 
Entering Unmasked Estep 
Score: -20117272.000000 Penalty: 5964.117676
	Iteration 6F: 3 clusters Score -2.011727e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86973 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -20124110.000000 Penalty: 5964.117676
	Iteration 7F: 3 clusters Score -2.012411e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86217 members 
Mstep: Class 2 contains 80563 members 
Entering Unmasked Estep 
Score: -20132462.000000 Penalty: 5964.117676
	Iteration 8F: 3 clusters Score -2.013246e+07 nChanged 11324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84751 members 
Mstep: Class 2 contains 82029 members 
Entering Unmasked Estep 
Score: -20140106.000000 Penalty: 5964.117676
	Iteration 9F: 3 clusters Score -2.014011e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83101 members 
Mstep: Class 2 contains 83679 members 
Entering Unmasked Estep 
Score: -20144758.000000 Penalty: 5964.117676
	Iteration 10F: 3 clusters Score -2.014476e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81653 members 
Mstep: Class 2 contains 85127 members 
Entering Unmasked Estep 
Score: -20146594.000000 Penalty: 5964.117676
	Iteration 11Q: 3 clusters Score -2.014659e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80392 members 
Mstep: Class 2 contains 86388 members 
Entering Unmasked Estep 
Score: -20147516.000000 Penalty: 5964.117676
	Iteration 12Q: 3 clusters Score -2.014752e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 87521 members 
Entering Unmasked Estep 
Score: -20148142.000000 Penalty: 5964.117676
	Iteration 13Q: 3 clusters Score -2.014814e+07 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 88668 members 
Entering Unmasked Estep 
Score: -20148730.000000 Penalty: 5964.117676
	Iteration 14Q: 3 clusters Score -2.014873e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76934 members 
Mstep: Class 2 contains 89846 members 
Entering Unmasked Estep 
Score: -20149160.000000 Penalty: 5964.117676
	Iteration 15Q: 3 clusters Score -2.014916e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75769 members 
Mstep: Class 2 contains 91011 members 
Entering Unmasked Estep 
Score: -20149546.000000 Penalty: 5964.117676
	Iteration 16Q: 3 clusters Score -2.014955e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74562 members 
Mstep: Class 2 contains 92218 members 
Entering Unmasked Estep 
Score: -20149860.000000 Penalty: 5964.117676
	Iteration 17Q: 3 clusters Score -2.014986e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73326 members 
Mstep: Class 2 contains 93454 members 
Entering Unmasked Estep 
Score: -20150174.000000 Penalty: 5964.117676
	Iteration 18Q: 3 clusters Score -2.015017e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72131 members 
Mstep: Class 2 contains 94649 members 
Entering Unmasked Estep 
Score: -20150466.000000 Penalty: 5964.117676
	Iteration 19Q: 3 clusters Score -2.015047e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70912 members 
Mstep: Class 2 contains 95868 members 
Entering Unmasked Estep 
Score: -20150774.000000 Penalty: 5964.117676
	Iteration 20F: 3 clusters Score -2.015077e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
Score: -20150984.000000 Penalty: 5964.117676
	Iteration 21Q: 3 clusters Score -2.015098e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68459 members 
Mstep: Class 2 contains 98321 members 
Entering Unmasked Estep 
Score: -20151144.000000 Penalty: 5964.117676
	Iteration 22Q: 3 clusters Score -2.015114e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 99609 members 
Entering Unmasked Estep 
Score: -20151286.000000 Penalty: 5964.117676
	Iteration 23Q: 3 clusters Score -2.015129e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 100889 members 
Entering Unmasked Estep 
Score: -20151452.000000 Penalty: 5964.117676
	Iteration 24Q: 3 clusters Score -2.015145e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64596 members 
Mstep: Class 2 contains 102184 members 
Entering Unmasked Estep 
Score: -20151652.000000 Penalty: 5964.117676
	Iteration 25Q: 3 clusters Score -2.015165e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63232 members 
Mstep: Class 2 contains 103548 members 
Entering Unmasked Estep 
Score: -20151830.000000 Penalty: 5964.117676
	Iteration 26Q: 3 clusters Score -2.015183e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61849 members 
Mstep: Class 2 contains 104931 members 
Entering Unmasked Estep 
Score: -20151962.000000 Penalty: 5964.117676
	Iteration 27Q: 3 clusters Score -2.015196e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 106351 members 
Entering Unmasked Estep 
Score: -20152152.000000 Penalty: 5964.117676
	Iteration 28Q: 3 clusters Score -2.015215e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 107838 members 
Entering Unmasked Estep 
Score: -20152452.000000 Penalty: 5964.117676
	Iteration 29Q: 3 clusters Score -2.015245e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 109365 members 
Entering Unmasked Estep 
Score: -20152634.000000 Penalty: 5964.117676
	Iteration 30Q: 3 clusters Score -2.015263e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 110912 members 
Entering Unmasked Estep 
Score: -20152824.000000 Penalty: 5964.117676
	Iteration 31Q: 3 clusters Score -2.015282e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54331 members 
Mstep: Class 2 contains 112449 members 
Entering Unmasked Estep 
Score: -20152994.000000 Penalty: 5964.117676
	Iteration 32Q: 3 clusters Score -2.015299e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52735 members 
Mstep: Class 2 contains 114045 members 
Entering Unmasked Estep 
Score: -20153250.000000 Penalty: 5964.117676
	Iteration 33Q: 3 clusters Score -2.015325e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51118 members 
Mstep: Class 2 contains 115662 members 
Entering Unmasked Estep 
Score: -20153410.000000 Penalty: 5964.117676
	Iteration 34Q: 3 clusters Score -2.015341e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49424 members 
Mstep: Class 2 contains 117356 members 
Entering Unmasked Estep 
Score: -20153790.000000 Penalty: 5964.117676
	Iteration 35Q: 3 clusters Score -2.015379e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47582 members 
Mstep: Class 2 contains 119198 members 
Entering Unmasked Estep 
Score: -20154126.000000 Penalty: 5964.117676
	Iteration 36Q: 3 clusters Score -2.015413e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45695 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -20154554.000000 Penalty: 5964.117676
	Iteration 37Q: 3 clusters Score -2.015455e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 123027 members 
Entering Unmasked Estep 
Score: -20154914.000000 Penalty: 5964.117676
	Iteration 38Q: 3 clusters Score -2.015491e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 124936 members 
Entering Unmasked Estep 
Score: -20155320.000000 Penalty: 5964.117676
	Iteration 39Q: 3 clusters Score -2.015532e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39995 members 
Mstep: Class 2 contains 126785 members 
Entering Unmasked Estep 
Score: -20155762.000000 Penalty: 5964.117676
	Iteration 40F: 3 clusters Score -2.015576e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 128643 members 
Entering Unmasked Estep 
Score: -20156244.000000 Penalty: 5964.117676
	Iteration 41Q: 3 clusters Score -2.015624e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 130489 members 
Entering Unmasked Estep 
Score: -20156676.000000 Penalty: 5964.117676
	Iteration 42Q: 3 clusters Score -2.015668e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 132301 members 
Entering Unmasked Estep 
Score: -20156948.000000 Penalty: 5964.117676
	Iteration 43Q: 3 clusters Score -2.015695e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 134156 members 
Entering Unmasked Estep 
Score: -20157402.000000 Penalty: 5964.117676
	Iteration 44Q: 3 clusters Score -2.01574e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 136019 members 
Entering Unmasked Estep 
Score: -20157866.000000 Penalty: 5964.117676
	Iteration 45Q: 3 clusters Score -2.015787e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 137905 members 
Entering Unmasked Estep 
Score: -20158502.000000 Penalty: 5964.117676
	Iteration 46Q: 3 clusters Score -2.01585e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26960 members 
Mstep: Class 2 contains 139820 members 
Entering Unmasked Estep 
Score: -20159002.000000 Penalty: 5964.117676
	Iteration 47Q: 3 clusters Score -2.0159e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 141633 members 
Entering Unmasked Estep 
Score: -20159464.000000 Penalty: 5964.117676
	Iteration 48Q: 3 clusters Score -2.015946e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 143446 members 
Entering Unmasked Estep 
Score: -20160000.000000 Penalty: 5964.117676
	Iteration 49Q: 3 clusters Score -2.016e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21602 members 
Mstep: Class 2 contains 145178 members 
Entering Unmasked Estep 
Score: -20160508.000000 Penalty: 5964.117676
	Iteration 50Q: 3 clusters Score -2.016051e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 146787 members 
Entering Unmasked Estep 
Score: -20161010.000000 Penalty: 5964.117676
	Iteration 51Q: 3 clusters Score -2.016101e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 148342 members 
Entering Unmasked Estep 
Score: -20161384.000000 Penalty: 5964.117676
	Iteration 52Q: 3 clusters Score -2.016138e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 149781 members 
Entering Unmasked Estep 
Score: -20161640.000000 Penalty: 5964.117676
	Iteration 53Q: 3 clusters Score -2.016164e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 151141 members 
Entering Unmasked Estep 
Score: -20161796.000000 Penalty: 5964.117676
	Iteration 54Q: 3 clusters Score -2.01618e+07 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 152431 members 
Entering Unmasked Estep 
Score: -20162014.000000 Penalty: 5964.117676
	Iteration 55Q: 3 clusters Score -2.016201e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 153633 members 
Entering Unmasked Estep 
Score: -20162356.000000 Penalty: 5964.117676
	Iteration 56Q: 3 clusters Score -2.016236e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 154781 members 
Entering Unmasked Estep 
Score: -20162734.000000 Penalty: 5964.117676
	Iteration 57Q: 3 clusters Score -2.016273e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 155832 members 
Entering Unmasked Estep 
Score: -20162864.000000 Penalty: 5964.117676
	Iteration 58Q: 3 clusters Score -2.016286e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 156773 members 
Entering Unmasked Estep 
Score: -20163040.000000 Penalty: 5964.117676
	Iteration 59Q: 3 clusters Score -2.016304e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 157609 members 
Entering Unmasked Estep 
Score: -20163064.000000 Penalty: 5964.117676
	Iteration 60F: 3 clusters Score -2.016306e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 158389 members 
Entering Unmasked Estep 
Score: -20163204.000000 Penalty: 5964.117676
	Iteration 61Q: 3 clusters Score -2.01632e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 159070 members 
Entering Unmasked Estep 
Score: -20163208.000000 Penalty: 5964.117676
	Iteration 62Q: 3 clusters Score -2.016321e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 159620 members 
Entering Unmasked Estep 
Score: -20163298.000000 Penalty: 5964.117676
	Iteration 63Q: 3 clusters Score -2.01633e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 160079 members 
Entering Unmasked Estep 
Score: -20163342.000000 Penalty: 5964.117676
	Iteration 64Q: 3 clusters Score -2.016334e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 160491 members 
Entering Unmasked Estep 
Score: -20163316.000000 Penalty: 5964.117676
	Iteration 65Q: 3 clusters Score -2.016332e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 160859 members 
Entering Unmasked Estep 
Score: -20163298.000000 Penalty: 5964.117676
	Iteration 66Q: 3 clusters Score -2.01633e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 161189 members 
Entering Unmasked Estep 
Score: -20163354.000000 Penalty: 5964.117676
	Iteration 67Q: 3 clusters Score -2.016335e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 161471 members 
Entering Unmasked Estep 
Score: -20163338.000000 Penalty: 5964.117676
	Iteration 68Q: 3 clusters Score -2.016334e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 161669 members 
Entering Unmasked Estep 
Score: -20163304.000000 Penalty: 5964.117676
	Iteration 69Q: 3 clusters Score -2.01633e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 161852 members 
Entering Unmasked Estep 
Score: -20163280.000000 Penalty: 5964.117676
	Iteration 70Q: 3 clusters Score -2.016328e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 161996 members 
Entering Unmasked Estep 
Score: -20163252.000000 Penalty: 5964.117676
	Iteration 71Q: 3 clusters Score -2.016325e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 162134 members 
Entering Unmasked Estep 
Score: -20163288.000000 Penalty: 5964.117676
	Iteration 72Q: 3 clusters Score -2.016329e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 162249 members 
Entering Unmasked Estep 
Score: -20163276.000000 Penalty: 5964.117676
	Iteration 73Q: 3 clusters Score -2.016328e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 162343 members 
Entering Unmasked Estep 
Score: -20163270.000000 Penalty: 5964.117676
	Iteration 74Q: 3 clusters Score -2.016327e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 162439 members 
Entering Unmasked Estep 
Score: -20163272.000000 Penalty: 5964.117676
	Iteration 75Q: 3 clusters Score -2.016327e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 162529 members 
Entering Unmasked Estep 
Score: -20163288.000000 Penalty: 5964.117676
	Iteration 76Q: 3 clusters Score -2.016329e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 162600 members 
Entering Unmasked Estep 
Score: -20163262.000000 Penalty: 5964.117676
	Iteration 77Q: 3 clusters Score -2.016326e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 162671 members 
Entering Unmasked Estep 
Score: -20163266.000000 Penalty: 5964.117676
	Iteration 78Q: 3 clusters Score -2.016327e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 162743 members 
Entering Unmasked Estep 
Score: -20163278.000000 Penalty: 5964.117676
	Iteration 79Q: 3 clusters Score -2.016328e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 162798 members 
Entering Unmasked Estep 
Score: -20163278.000000 Penalty: 5964.117676
	Iteration 80F: 3 clusters Score -2.016328e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 162848 members 
Entering Unmasked Estep 
Score: -20163238.000000 Penalty: 5964.117676
	Iteration 81Q: 3 clusters Score -2.016324e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 162890 members 
Entering Unmasked Estep 
Score: -20163244.000000 Penalty: 5964.117676
	Iteration 82Q: 3 clusters Score -2.016324e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 162931 members 
Entering Unmasked Estep 
Score: -20163236.000000 Penalty: 5964.117676
	Iteration 83Q: 3 clusters Score -2.016324e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 162969 members 
Entering Unmasked Estep 
Score: -20163228.000000 Penalty: 5964.117676
	Iteration 84Q: 3 clusters Score -2.016323e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 163002 members 
Entering Unmasked Estep 
Score: -20163248.000000 Penalty: 5964.117676
	Iteration 85Q: 3 clusters Score -2.016325e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 163035 members 
Entering Unmasked Estep 
Score: -20163256.000000 Penalty: 5964.117676
	Iteration 86Q: 3 clusters Score -2.016326e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 163071 members 
Entering Unmasked Estep 
Score: -20163266.000000 Penalty: 5964.117676
	Iteration 87Q: 3 clusters Score -2.016327e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 163102 members 
Entering Unmasked Estep 
Score: -20163258.000000 Penalty: 5964.117676
	Iteration 88Q: 3 clusters Score -2.016326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 163126 members 
Entering Unmasked Estep 
Score: -20163250.000000 Penalty: 5964.117676
	Iteration 89Q: 3 clusters Score -2.016325e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -20163224.000000 Penalty: 5964.117676
	Iteration 90Q: 3 clusters Score -2.016322e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 163181 members 
Entering Unmasked Estep 
Score: -20163224.000000 Penalty: 5964.117676
	Iteration 91Q: 3 clusters Score -2.016322e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 163207 members 
Entering Unmasked Estep 
Score: -20163230.000000 Penalty: 5964.117676
	Iteration 92Q: 3 clusters Score -2.016323e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 163238 members 
Entering Unmasked Estep 
Score: -20163240.000000 Penalty: 5964.117676
	Iteration 93Q: 3 clusters Score -2.016324e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 163267 members 
Entering Unmasked Estep 
Score: -20163224.000000 Penalty: 5964.117676
	Iteration 94Q: 3 clusters Score -2.016322e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 163290 members 
Entering Unmasked Estep 
Score: -20163218.000000 Penalty: 5964.117676
	Iteration 95Q: 3 clusters Score -2.016322e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 163312 members 
Entering Unmasked Estep 
Score: -20163210.000000 Penalty: 5964.117676
	Iteration 96Q: 3 clusters Score -2.016321e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 163334 members 
Entering Unmasked Estep 
Score: -20163198.000000 Penalty: 5964.117676
	Iteration 97Q: 3 clusters Score -2.01632e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 163354 members 
Entering Unmasked Estep 
Score: -20163196.000000 Penalty: 5964.117676
	Iteration 98Q: 3 clusters Score -2.01632e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 163370 members 
Entering Unmasked Estep 
Score: -20163214.000000 Penalty: 5964.117676
	Iteration 99Q: 3 clusters Score -2.016321e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 163383 members 
Entering Unmasked Estep 
Score: -20163204.000000 Penalty: 5964.117676
	Iteration 100F: 3 clusters Score -2.01632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 163387 members 
Entering Unmasked Estep 
Score: -20163194.000000 Penalty: 5964.117676
	Iteration 101Q: 3 clusters Score -2.016319e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 163392 members 
Entering Unmasked Estep 
Score: -20163222.000000 Penalty: 5964.117676
	Iteration 102Q: 3 clusters Score -2.016322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 163401 members 
Entering Unmasked Estep 
Score: -20163198.000000 Penalty: 5964.117676
	Iteration 103Q: 3 clusters Score -2.01632e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 163409 members 
Entering Unmasked Estep 
Score: -20163204.000000 Penalty: 5964.117676
	Iteration 104Q: 3 clusters Score -2.01632e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 163422 members 
Entering Unmasked Estep 
Score: -20163210.000000 Penalty: 5964.117676
	Iteration 105Q: 3 clusters Score -2.016321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 163434 members 
Entering Unmasked Estep 
Score: -20163208.000000 Penalty: 5964.117676
	Iteration 106Q: 3 clusters Score -2.016321e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 163447 members 
Entering Unmasked Estep 
Score: -20163190.000000 Penalty: 5964.117676
	Iteration 107Q: 3 clusters Score -2.016319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 163459 members 
Entering Unmasked Estep 
Score: -20163186.000000 Penalty: 5964.117676
	Iteration 108Q: 3 clusters Score -2.016319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 163469 members 
Entering Unmasked Estep 
Score: -20163186.000000 Penalty: 5964.117676
	Iteration 109Q: 3 clusters Score -2.016319e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 163481 members 
Entering Unmasked Estep 
Score: -20163186.000000 Penalty: 5964.117676
	Iteration 110Q: 3 clusters Score -2.016319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 163487 members 
Entering Unmasked Estep 
Score: -20163182.000000 Penalty: 5964.117676
	Iteration 111Q: 3 clusters Score -2.016318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 163490 members 
Entering Unmasked Estep 
Score: -20163184.000000 Penalty: 5964.117676
	Iteration 112Q: 3 clusters Score -2.016318e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 163491 members 
Entering Unmasked Estep 
Score: -20163168.000000 Penalty: 5964.117676
	Iteration 113Q: 3 clusters Score -2.016317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 163496 members 
Entering Unmasked Estep 
Score: -20163152.000000 Penalty: 5964.117676
	Iteration 114Q: 3 clusters Score -2.016315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 163502 members 
Entering Unmasked Estep 
Score: -20163180.000000 Penalty: 5964.117676
	Iteration 115Q: 3 clusters Score -2.016318e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 163511 members 
Entering Unmasked Estep 
Score: -20163176.000000 Penalty: 5964.117676
	Iteration 116Q: 3 clusters Score -2.016318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 163519 members 
Entering Unmasked Estep 
Score: -20163188.000000 Penalty: 5964.117676
	Iteration 117Q: 3 clusters Score -2.016319e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 163530 members 
Entering Unmasked Estep 
Score: -20163180.000000 Penalty: 5964.117676
	Iteration 118Q: 3 clusters Score -2.016318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 163538 members 
Entering Unmasked Estep 
Score: -20163170.000000 Penalty: 5964.117676
	Iteration 119Q: 3 clusters Score -2.016317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 163544 members 
Entering Unmasked Estep 
Score: -20163164.000000 Penalty: 5964.117676
	Iteration 120F: 3 clusters Score -2.016316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 163547 members 
Entering Unmasked Estep 
Score: -20163158.000000 Penalty: 5964.117676
	Iteration 121Q: 3 clusters Score -2.016316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 163552 members 
Entering Unmasked Estep 
Score: -20163166.000000 Penalty: 5964.117676
	Iteration 122Q: 3 clusters Score -2.016317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 163555 members 
Entering Unmasked Estep 
Score: -20163154.000000 Penalty: 5964.117676
	Iteration 123Q: 3 clusters Score -2.016315e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 163556 members 
Entering Unmasked Estep 
Score: -20163144.000000 Penalty: 5964.117676
	Iteration 124Q: 3 clusters Score -2.016314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 163559 members 
Entering Unmasked Estep 
Score: -20163152.000000 Penalty: 5964.117676
	Iteration 125Q: 3 clusters Score -2.016315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 163564 members 
Entering Unmasked Estep 
Score: -20163160.000000 Penalty: 5964.117676
	Iteration 126Q: 3 clusters Score -2.016316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 163569 members 
Entering Unmasked Estep 
Score: -20163160.000000 Penalty: 5964.117676
	Iteration 127Q: 3 clusters Score -2.016316e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 163572 members 
Entering Unmasked Estep 
Score: -20163172.000000 Penalty: 5964.117676
	Iteration 128Q: 3 clusters Score -2.016317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 163575 members 
Entering Unmasked Estep 
Score: -20163170.000000 Penalty: 5964.117676
	Iteration 129Q: 3 clusters Score -2.016317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 163580 members 
Entering Unmasked Estep 
Score: -20163180.000000 Penalty: 5964.117676
	Iteration 130Q: 3 clusters Score -2.016318e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 163587 members 
Entering Unmasked Estep 
Score: -20163178.000000 Penalty: 5964.117676
	Iteration 131Q: 3 clusters Score -2.016318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 163593 members 
Entering Unmasked Estep 
Score: -20163168.000000 Penalty: 5964.117676
	Iteration 132Q: 3 clusters Score -2.016317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 163597 members 
Entering Unmasked Estep 
Score: -20163158.000000 Penalty: 5964.117676
	Iteration 133Q: 3 clusters Score -2.016316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 163602 members 
Entering Unmasked Estep 
Score: -20163162.000000 Penalty: 5964.117676
	Iteration 134Q: 3 clusters Score -2.016316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 163607 members 
Entering Unmasked Estep 
Score: -20163170.000000 Penalty: 5964.117676
	Iteration 135Q: 3 clusters Score -2.016317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 163616 members 
Entering Unmasked Estep 
Score: -20163174.000000 Penalty: 5964.117676
	Iteration 136Q: 3 clusters Score -2.016317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 163629 members 
Entering Unmasked Estep 
Score: -20163172.000000 Penalty: 5964.117676
	Iteration 137Q: 3 clusters Score -2.016317e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 163635 members 
Entering Unmasked Estep 
Score: -20163176.000000 Penalty: 5964.117676
	Iteration 138Q: 3 clusters Score -2.016318e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 163645 members 
Entering Unmasked Estep 
Score: -20163158.000000 Penalty: 5964.117676
	Iteration 139Q: 3 clusters Score -2.016316e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 163655 members 
Entering Unmasked Estep 
Score: -20163160.000000 Penalty: 5964.117676
	Iteration 140F: 3 clusters Score -2.016316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 163661 members 
Entering Unmasked Estep 
Score: -20163170.000000 Penalty: 5964.117676
	Iteration 141Q: 3 clusters Score -2.016317e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 163665 members 
Entering Unmasked Estep 
Score: -20163164.000000 Penalty: 5964.117676
	Iteration 142Q: 3 clusters Score -2.016316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 163671 members 
Entering Unmasked Estep 
Score: -20163162.000000 Penalty: 5964.117676
	Iteration 143Q: 3 clusters Score -2.016316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 163673 members 
Entering Unmasked Estep 
Score: -20163148.000000 Penalty: 5964.117676
	Iteration 144Q: 3 clusters Score -2.016315e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -20163160.000000 Penalty: 5964.117676
	Iteration 145Q: 3 clusters Score -2.016316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -20163160.000000 Penalty: 5964.117676
	Iteration 146F: 3 clusters Score -2.016316e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266808 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176263 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105408.000000 Penalty: 23325.412109
Iteration 359Q: 8 clusters Score -8.110541e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48678 members 
Mstep: Class 5 contains 266807 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176265 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105432.000000 Penalty: 23325.412109
Iteration 360F: 8 clusters Score -8.110543e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266807 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176268 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105424.000000 Penalty: 23325.412109
Iteration 361Q: 8 clusters Score -8.110542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266805 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176269 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105432.000000 Penalty: 23325.412109
Iteration 362Q: 8 clusters Score -8.110543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266810 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176265 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105400.000000 Penalty: 23325.412109
Iteration 363Q: 8 clusters Score -8.11054e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266810 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176265 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105416.000000 Penalty: 23325.412109
Iteration 364Q: 8 clusters Score -8.110542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266811 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176265 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105360.000000 Penalty: 23325.412109
Iteration 365Q: 8 clusters Score -8.110536e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48677 members 
Mstep: Class 5 contains 266810 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176266 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105344.000000 Penalty: 23325.412109
Iteration 366Q: 8 clusters Score -8.110534e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48676 members 
Mstep: Class 5 contains 266811 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176266 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105368.000000 Penalty: 23325.412109
Iteration 367Q: 8 clusters Score -8.110537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 48676 members 
Mstep: Class 5 contains 266811 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 2698 members 
Mstep: Class 14 contains 176266 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81105368.000000 Penalty: 23325.412109
Iteration 368F: 8 clusters Score -8.110537e+07 nChanged 0
Entering ConstructFrom: 
Score: -81105368.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 2 (48676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48676 members 
Entering Unmasked Estep 
Score: -5698113.000000 Penalty: 2676.649414
	Iteration 0F: 2 clusters Score -5698113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 24448 members 
Entering Unmasked Estep 
Score: -5665195.500000 Penalty: 5353.298828
	Iteration 0F: 3 clusters Score -5665196 nChanged 22379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -5677480.500000 Penalty: 5353.298828
	Iteration 1F: 3 clusters Score -5677480 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -5677970.500000 Penalty: 5353.298828
	Iteration 2Q: 3 clusters Score -5677970 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -5678559.000000 Penalty: 5353.298828
	Iteration 3Q: 3 clusters Score -5678559 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5679202.500000 Penalty: 5353.298828
	Iteration 4Q: 3 clusters Score -5679202 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -5680129.000000 Penalty: 5353.298828
	Iteration 5Q: 3 clusters Score -5680129 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 32216 members 
Entering Unmasked Estep 
Score: -5681588.500000 Penalty: 5353.298828
	Iteration 6F: 3 clusters Score -5681588 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -5683898.000000 Penalty: 5353.298828
	Iteration 7F: 3 clusters Score -5683898 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -5686751.500000 Penalty: 5353.298828
	Iteration 8F: 3 clusters Score -5686752 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 42418 members 
Entering Unmasked Estep 
Score: -5689851.000000 Penalty: 5353.298828
	Iteration 9F: 3 clusters Score -5689851 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -5692494.500000 Penalty: 5353.298828
	Iteration 10F: 3 clusters Score -5692494 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 46962 members 
Entering Unmasked Estep 
Score: -5694353.000000 Penalty: 5353.298828
	Iteration 11Q: 3 clusters Score -5694353 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 47845 members 
Entering Unmasked Estep 
Score: -5695303.000000 Penalty: 5353.298828
	Iteration 12Q: 3 clusters Score -5695303 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 48174 members 
Entering Unmasked Estep 
Score: -5695672.500000 Penalty: 5353.298828
	Iteration 13Q: 3 clusters Score -5695672 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 48277 members 
Entering Unmasked Estep 
Score: -5695857.500000 Penalty: 5353.298828
	Iteration 14Q: 3 clusters Score -5695858 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 48306 members 
Entering Unmasked Estep 
Score: -5695941.000000 Penalty: 5353.298828
	Iteration 15Q: 3 clusters Score -5695941 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 48319 members 
Entering Unmasked Estep 
Score: -5696015.000000 Penalty: 5353.298828
	Iteration 16Q: 3 clusters Score -5696015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 48332 members 
Entering Unmasked Estep 
Score: -5696055.000000 Penalty: 5353.298828
	Iteration 17Q: 3 clusters Score -5696055 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 48336 members 
Entering Unmasked Estep 
Score: -5696080.500000 Penalty: 5353.298828
	Iteration 18Q: 3 clusters Score -5696080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 48343 members 
Entering Unmasked Estep 
Score: -5696106.500000 Penalty: 5353.298828
	Iteration 19Q: 3 clusters Score -5696106 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 48346 members 
Entering Unmasked Estep 
Score: -5696130.500000 Penalty: 5353.298828
	Iteration 20F: 3 clusters Score -5696130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 48342 members 
Entering Unmasked Estep 
Score: -5696142.500000 Penalty: 5353.298828
	Iteration 21Q: 3 clusters Score -5696142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -5696160.000000 Penalty: 5353.298828
	Iteration 22Q: 3 clusters Score -5696160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -5696170.500000 Penalty: 5353.298828
	Iteration 23Q: 3 clusters Score -5696170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -5696173.500000 Penalty: 5353.298828
	Iteration 24Q: 3 clusters Score -5696174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -5696168.000000 Penalty: 5353.298828
	Iteration 25Q: 3 clusters Score -5696168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 48339 members 
Entering Unmasked Estep 
Score: -5696171.500000 Penalty: 5353.298828
	Iteration 26Q: 3 clusters Score -5696172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5696177.500000 Penalty: 5353.298828
	Iteration 27Q: 3 clusters Score -5696178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5696179.500000 Penalty: 5353.298828
	Iteration 28Q: 3 clusters Score -5696180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5696186.000000 Penalty: 5353.298828
	Iteration 29Q: 3 clusters Score -5696186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5696185.500000 Penalty: 5353.298828
	Iteration 30Q: 3 clusters Score -5696186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 48340 members 
Entering Unmasked Estep 
Score: -5696185.500000 Penalty: 5353.298828
	Iteration 31Q: 3 clusters Score -5696186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -5696196.000000 Penalty: 5353.298828
	Iteration 32Q: 3 clusters Score -5696196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 48337 members 
Entering Unmasked Estep 
Score: -5696198.500000 Penalty: 5353.298828
	Iteration 33Q: 3 clusters Score -5696198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -5696199.000000 Penalty: 5353.298828
	Iteration 34Q: 3 clusters Score -5696199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 48338 members 
Entering Unmasked Estep 
Score: -5696199.000000 Penalty: 5353.298828
	Iteration 35F: 3 clusters Score -5696199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (266811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266811 members 
Entering Unmasked Estep 
Score: -31953616.000000 Penalty: 3098.585449
	Iteration 0F: 2 clusters Score -3.195362e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133552 members 
Mstep: Class 2 contains 133259 members 
Entering Unmasked Estep 
Score: -31781956.000000 Penalty: 6197.170898
	Iteration 0F: 3 clusters Score -3.178196e+07 nChanged 129089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138495 members 
Mstep: Class 2 contains 128316 members 
Entering Unmasked Estep 
Score: -31858356.000000 Penalty: 6197.170898
	Iteration 1F: 3 clusters Score -3.185836e+07 nChanged 7112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141289 members 
Mstep: Class 2 contains 125522 members 
Entering Unmasked Estep 
Score: -31859964.000000 Penalty: 6197.170898
	Iteration 2Q: 3 clusters Score -3.185996e+07 nChanged 8007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145626 members 
Mstep: Class 2 contains 121185 members 
Entering Unmasked Estep 
Score: -31862070.000000 Penalty: 6197.170898
	Iteration 3Q: 3 clusters Score -3.186207e+07 nChanged 9648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152402 members 
Mstep: Class 2 contains 114409 members 
Entering Unmasked Estep 
Score: -31865186.000000 Penalty: 6197.170898
	Iteration 4Q: 3 clusters Score -3.186519e+07 nChanged 12147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162523 members 
Mstep: Class 2 contains 104288 members 
Entering Unmasked Estep 
Score: -31870520.000000 Penalty: 6197.170898
	Iteration 5Q: 3 clusters Score -3.187052e+07 nChanged 15638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176939 members 
Mstep: Class 2 contains 89872 members 
Entering Unmasked Estep 
Score: -31879108.000000 Penalty: 6197.170898
	Iteration 6F: 3 clusters Score -3.187911e+07 nChanged 19905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196184 members 
Mstep: Class 2 contains 70627 members 
Entering Unmasked Estep 
Score: -31893242.000000 Penalty: 6197.170898
	Iteration 7F: 3 clusters Score -3.189324e+07 nChanged 22341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218249 members 
Mstep: Class 2 contains 48562 members 
Entering Unmasked Estep 
Score: -31911150.000000 Penalty: 6197.170898
	Iteration 8F: 3 clusters Score -3.191115e+07 nChanged 20013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238174 members 
Mstep: Class 2 contains 28637 members 
Entering Unmasked Estep 
Score: -31927922.000000 Penalty: 6197.170898
	Iteration 9F: 3 clusters Score -3.192792e+07 nChanged 13957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252107 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -31939284.000000 Penalty: 6197.170898
	Iteration 10F: 3 clusters Score -3.193928e+07 nChanged 7685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259784 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -31945846.000000 Penalty: 6197.170898
	Iteration 11Q: 3 clusters Score -3.194585e+07 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263272 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -31948730.000000 Penalty: 6197.170898
	Iteration 12Q: 3 clusters Score -3.194873e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264823 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -31949968.000000 Penalty: 6197.170898
	Iteration 13Q: 3 clusters Score -3.194997e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265426 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -31950478.000000 Penalty: 6197.170898
	Iteration 14Q: 3 clusters Score -3.195048e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265656 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -31950810.000000 Penalty: 6197.170898
	Iteration 15Q: 3 clusters Score -3.195081e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265742 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -31950902.000000 Penalty: 6197.170898
	Iteration 16Q: 3 clusters Score -3.19509e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265789 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -31951046.000000 Penalty: 6197.170898
	Iteration 17Q: 3 clusters Score -3.195105e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265800 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -31951090.000000 Penalty: 6197.170898
	Iteration 18Q: 3 clusters Score -3.195109e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265801 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -31951100.000000 Penalty: 6197.170898
	Iteration 19Q: 3 clusters Score -3.19511e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265814 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -31951150.000000 Penalty: 6197.170898
	Iteration 20F: 3 clusters Score -3.195115e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265813 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -31951194.000000 Penalty: 6197.170898
	Iteration 21Q: 3 clusters Score -3.195119e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265818 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -31951238.000000 Penalty: 6197.170898
	Iteration 22Q: 3 clusters Score -3.195124e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265823 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -31951258.000000 Penalty: 6197.170898
	Iteration 23Q: 3 clusters Score -3.195126e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265835 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -31951258.000000 Penalty: 6197.170898
	Iteration 24Q: 3 clusters Score -3.195126e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265841 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -31951226.000000 Penalty: 6197.170898
	Iteration 25Q: 3 clusters Score -3.195123e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265840 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -31951242.000000 Penalty: 6197.170898
	Iteration 26Q: 3 clusters Score -3.195124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265836 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -31951236.000000 Penalty: 6197.170898
	Iteration 27Q: 3 clusters Score -3.195124e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265839 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -31951240.000000 Penalty: 6197.170898
	Iteration 28Q: 3 clusters Score -3.195124e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265844 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31951234.000000 Penalty: 6197.170898
	Iteration 29Q: 3 clusters Score -3.195123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265844 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31951218.000000 Penalty: 6197.170898
	Iteration 30Q: 3 clusters Score -3.195122e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265842 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -31951224.000000 Penalty: 6197.170898
	Iteration 31Q: 3 clusters Score -3.195122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265843 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -31951234.000000 Penalty: 6197.170898
	Iteration 32Q: 3 clusters Score -3.195123e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265844 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31951234.000000 Penalty: 6197.170898
	Iteration 33Q: 3 clusters Score -3.195123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265844 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31951230.000000 Penalty: 6197.170898
	Iteration 34Q: 3 clusters Score -3.195123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265844 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31951254.000000 Penalty: 6197.170898
	Iteration 35Q: 3 clusters Score -3.195125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265844 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -31951260.000000 Penalty: 6197.170898
	Iteration 36Q: 3 clusters Score -3.195126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265843 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -31951272.000000 Penalty: 6197.170898
	Iteration 37Q: 3 clusters Score -3.195127e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265841 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -31951252.000000 Penalty: 6197.170898
	Iteration 38Q: 3 clusters Score -3.195125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265841 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -31951252.000000 Penalty: 6197.170898
	Iteration 39F: 3 clusters Score -3.195125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Entering Unmasked Estep 
Score: -387520.218750 Penalty: 2014.642334
	Iteration 0F: 2 clusters Score -387520.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -384025.062500 Penalty: 4029.284668
	Iteration 0F: 3 clusters Score -384025.1 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -384790.062500 Penalty: 4029.284668
	Iteration 1F: 3 clusters Score -384790.1 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -385017.187500 Penalty: 4029.284668
	Iteration 2F: 3 clusters Score -385017.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -385187.500000 Penalty: 4029.284668
	Iteration 3F: 3 clusters Score -385187.5 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -385322.968750 Penalty: 4029.284668
	Iteration 4Q: 3 clusters Score -385323 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -385426.718750 Penalty: 4029.284668
	Iteration 5Q: 3 clusters Score -385426.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -385500.687500 Penalty: 4029.284668
	Iteration 6Q: 3 clusters Score -385500.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -385569.500000 Penalty: 4029.284668
	Iteration 7Q: 3 clusters Score -385569.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -385623.375000 Penalty: 4029.284668
	Iteration 8Q: 3 clusters Score -385623.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -385661.593750 Penalty: 4029.284668
	Iteration 9Q: 3 clusters Score -385661.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -385686.968750 Penalty: 4029.284668
	Iteration 10Q: 3 clusters Score -385687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -385705.781250 Penalty: 4029.284668
	Iteration 11Q: 3 clusters Score -385705.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -385735.718750 Penalty: 4029.284668
	Iteration 12Q: 3 clusters Score -385735.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -385763.625000 Penalty: 4029.284668
	Iteration 13Q: 3 clusters Score -385763.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -385782.812500 Penalty: 4029.284668
	Iteration 14Q: 3 clusters Score -385782.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -385793.843750 Penalty: 4029.284668
	Iteration 15Q: 3 clusters Score -385793.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -385807.468750 Penalty: 4029.284668
	Iteration 16Q: 3 clusters Score -385807.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -385825.781250 Penalty: 4029.284668
	Iteration 17Q: 3 clusters Score -385825.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -385840.843750 Penalty: 4029.284668
	Iteration 18Q: 3 clusters Score -385840.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -385853.531250 Penalty: 4029.284668
	Iteration 19Q: 3 clusters Score -385853.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -385872.687500 Penalty: 4029.284668
	Iteration 20F: 3 clusters Score -385872.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -385888.250000 Penalty: 4029.284668
	Iteration 21Q: 3 clusters Score -385888.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -385901.031250 Penalty: 4029.284668
	Iteration 22Q: 3 clusters Score -385901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -385909.218750 Penalty: 4029.284668
	Iteration 23Q: 3 clusters Score -385909.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -385916.406250 Penalty: 4029.284668
	Iteration 24Q: 3 clusters Score -385916.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -385923.375000 Penalty: 4029.284668
	Iteration 25Q: 3 clusters Score -385923.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -385927.687500 Penalty: 4029.284668
	Iteration 26Q: 3 clusters Score -385927.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -385932.531250 Penalty: 4029.284668
	Iteration 27Q: 3 clusters Score -385932.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -385937.625000 Penalty: 4029.284668
	Iteration 28Q: 3 clusters Score -385937.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -385945.093750 Penalty: 4029.284668
	Iteration 29Q: 3 clusters Score -385945.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -385951.812500 Penalty: 4029.284668
	Iteration 30Q: 3 clusters Score -385951.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -385958.718750 Penalty: 4029.284668
	Iteration 31Q: 3 clusters Score -385958.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -385963.531250 Penalty: 4029.284668
	Iteration 32Q: 3 clusters Score -385963.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -385967.812500 Penalty: 4029.284668
	Iteration 33Q: 3 clusters Score -385967.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -385971.781250 Penalty: 4029.284668
	Iteration 34Q: 3 clusters Score -385971.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -385976.031250 Penalty: 4029.284668
	Iteration 35Q: 3 clusters Score -385976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -385978.406250 Penalty: 4029.284668
	Iteration 36Q: 3 clusters Score -385978.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -385980.781250 Penalty: 4029.284668
	Iteration 37Q: 3 clusters Score -385980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -385982.781250 Penalty: 4029.284668
	Iteration 38Q: 3 clusters Score -385982.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -385982.781250 Penalty: 4029.284668
	Iteration 39F: 3 clusters Score -385982.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Entering Unmasked Estep 
Score: -294794.218750 Penalty: 1959.265991
	Iteration 0F: 2 clusters Score -294794.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -291872.718750 Penalty: 3918.531982
	Iteration 0F: 3 clusters Score -291872.7 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -292768.343750 Penalty: 3918.531982
	Iteration 1F: 3 clusters Score -292768.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -293272.812500 Penalty: 3918.531982
	Iteration 2F: 3 clusters Score -293272.8 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -293852.500000 Penalty: 3918.531982
	Iteration 3F: 3 clusters Score -293852.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -294529.906250 Penalty: 3918.531982
	Iteration 4F: 3 clusters Score -294529.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -294994.625000 Penalty: 3918.531982
	Iteration 5F: 3 clusters Score -294994.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -295226.625000 Penalty: 3918.531982
	Iteration 6Q: 3 clusters Score -295226.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -295308.781250 Penalty: 3918.531982
	Iteration 7Q: 3 clusters Score -295308.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -295341.000000 Penalty: 3918.531982
	Iteration 8Q: 3 clusters Score -295341 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -295363.437500 Penalty: 3918.531982
	Iteration 9Q: 3 clusters Score -295363.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -295382.718750 Penalty: 3918.531982
	Iteration 10Q: 3 clusters Score -295382.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -295404.406250 Penalty: 3918.531982
	Iteration 11Q: 3 clusters Score -295404.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -295417.406250 Penalty: 3918.531982
	Iteration 12Q: 3 clusters Score -295417.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -295424.750000 Penalty: 3918.531982
	Iteration 13Q: 3 clusters Score -295424.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -295426.406250 Penalty: 3918.531982
	Iteration 14Q: 3 clusters Score -295426.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -295445.437500 Penalty: 3918.531982
	Iteration 15Q: 3 clusters Score -295445.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -295455.250000 Penalty: 3918.531982
	Iteration 16Q: 3 clusters Score -295455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -295457.437500 Penalty: 3918.531982
	Iteration 17Q: 3 clusters Score -295457.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -295459.156250 Penalty: 3918.531982
	Iteration 18Q: 3 clusters Score -295459.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -295593.593750 Penalty: 3918.531982
	Iteration 19F: 3 clusters Score -295593.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -295734.156250 Penalty: 3918.531982
	Iteration 20F: 3 clusters Score -295734.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -295772.062500 Penalty: 3918.531982
	Iteration 21Q: 3 clusters Score -295772.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -295788.718750 Penalty: 3918.531982
	Iteration 22Q: 3 clusters Score -295788.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -295805.093750 Penalty: 3918.531982
	Iteration 23Q: 3 clusters Score -295805.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -295811.468750 Penalty: 3918.531982
	Iteration 24Q: 3 clusters Score -295811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -295814.906250 Penalty: 3918.531982
	Iteration 25Q: 3 clusters Score -295814.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -295816.187500 Penalty: 3918.531982
	Iteration 26Q: 3 clusters Score -295816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -295816.187500 Penalty: 3918.531982
	Iteration 27F: 3 clusters Score -295816.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 48676 members 
Mstep: Class 5 contains 266811 members 
Mstep: Class 10 contains 3373 members 
Mstep: Class 13 contains 423 members 
Mstep: Class 14 contains 176266 members 
Mstep: Class 17 contains 19789 members 
Mstep: Class 19 contains 166775 members 
Entering Unmasked Estep 
Score: -81105056.000000 Penalty: 26657.613281
Splitting cluster 13 changes total score from -81105368.000000 to -81105056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (176266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176266 members 
Entering Unmasked Estep 
Score: -21198186.000000 Penalty: 2995.777832
	Iteration 0F: 2 clusters Score -2.119819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87936 members 
Mstep: Class 2 contains 88330 members 
Entering Unmasked Estep 
Score: -21083884.000000 Penalty: 5991.555664
	Iteration 0F: 3 clusters Score -2.108388e+07 nChanged 84538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85142 members 
Mstep: Class 2 contains 91124 members 
Entering Unmasked Estep 
Score: -21133396.000000 Penalty: 5991.555664
	Iteration 1F: 3 clusters Score -2.11334e+07 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83288 members 
Mstep: Class 2 contains 92978 members 
Entering Unmasked Estep 
Score: -21135056.000000 Penalty: 5991.555664
	Iteration 2Q: 3 clusters Score -2.113506e+07 nChanged 7202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80314 members 
Mstep: Class 2 contains 95952 members 
Entering Unmasked Estep 
Score: -21138006.000000 Penalty: 5991.555664
	Iteration 3Q: 3 clusters Score -2.113801e+07 nChanged 9230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75630 members 
Mstep: Class 2 contains 100636 members 
Entering Unmasked Estep 
Score: -21143208.000000 Penalty: 5991.555664
	Iteration 4F: 3 clusters Score -2.114321e+07 nChanged 11727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68783 members 
Mstep: Class 2 contains 107483 members 
Entering Unmasked Estep 
Score: -21151388.000000 Penalty: 5991.555664
	Iteration 5F: 3 clusters Score -2.115139e+07 nChanged 13689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60434 members 
Mstep: Class 2 contains 115832 members 
Entering Unmasked Estep 
Score: -21162862.000000 Penalty: 5991.555664
	Iteration 6F: 3 clusters Score -2.116286e+07 nChanged 13592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52404 members 
Mstep: Class 2 contains 123862 members 
Entering Unmasked Estep 
Score: -21174926.000000 Penalty: 5991.555664
	Iteration 7F: 3 clusters Score -2.117493e+07 nChanged 10680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 129646 members 
Entering Unmasked Estep 
Score: -21182932.000000 Penalty: 5991.555664
	Iteration 8F: 3 clusters Score -2.118293e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42746 members 
Mstep: Class 2 contains 133520 members 
Entering Unmasked Estep 
Score: -21186644.000000 Penalty: 5991.555664
	Iteration 9Q: 3 clusters Score -2.118664e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39626 members 
Mstep: Class 2 contains 136640 members 
Entering Unmasked Estep 
Score: -21188626.000000 Penalty: 5991.555664
	Iteration 10Q: 3 clusters Score -2.118863e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36865 members 
Mstep: Class 2 contains 139401 members 
Entering Unmasked Estep 
Score: -21190062.000000 Penalty: 5991.555664
	Iteration 11Q: 3 clusters Score -2.119006e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34241 members 
Mstep: Class 2 contains 142025 members 
Entering Unmasked Estep 
Score: -21191246.000000 Penalty: 5991.555664
	Iteration 12Q: 3 clusters Score -2.119125e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31752 members 
Mstep: Class 2 contains 144514 members 
Entering Unmasked Estep 
Score: -21192338.000000 Penalty: 5991.555664
	Iteration 13Q: 3 clusters Score -2.119234e+07 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 146771 members 
Entering Unmasked Estep 
Score: -21193414.000000 Penalty: 5991.555664
	Iteration 14Q: 3 clusters Score -2.119341e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 148901 members 
Entering Unmasked Estep 
Score: -21194304.000000 Penalty: 5991.555664
	Iteration 15Q: 3 clusters Score -2.11943e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 150844 members 
Entering Unmasked Estep 
Score: -21194966.000000 Penalty: 5991.555664
	Iteration 16Q: 3 clusters Score -2.119497e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 152548 members 
Entering Unmasked Estep 
Score: -21195576.000000 Penalty: 5991.555664
	Iteration 17Q: 3 clusters Score -2.119558e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 154068 members 
Entering Unmasked Estep 
Score: -21195932.000000 Penalty: 5991.555664
	Iteration 18Q: 3 clusters Score -2.119593e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 155484 members 
Entering Unmasked Estep 
Score: -21196048.000000 Penalty: 5991.555664
	Iteration 19Q: 3 clusters Score -2.119605e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 156740 members 
Entering Unmasked Estep 
Score: -21196184.000000 Penalty: 5991.555664
	Iteration 20F: 3 clusters Score -2.119618e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 157874 members 
Entering Unmasked Estep 
Score: -21196330.000000 Penalty: 5991.555664
	Iteration 21Q: 3 clusters Score -2.119633e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 158902 members 
Entering Unmasked Estep 
Score: -21196416.000000 Penalty: 5991.555664
	Iteration 22Q: 3 clusters Score -2.119642e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 159851 members 
Entering Unmasked Estep 
Score: -21196452.000000 Penalty: 5991.555664
	Iteration 23Q: 3 clusters Score -2.119645e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 160716 members 
Entering Unmasked Estep 
Score: -21196476.000000 Penalty: 5991.555664
	Iteration 24Q: 3 clusters Score -2.119648e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 161529 members 
Entering Unmasked Estep 
Score: -21196594.000000 Penalty: 5991.555664
	Iteration 25Q: 3 clusters Score -2.119659e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 162272 members 
Entering Unmasked Estep 
Score: -21196666.000000 Penalty: 5991.555664
	Iteration 26Q: 3 clusters Score -2.119667e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 162912 members 
Entering Unmasked Estep 
Score: -21196734.000000 Penalty: 5991.555664
	Iteration 27Q: 3 clusters Score -2.119673e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 163526 members 
Entering Unmasked Estep 
Score: -21196810.000000 Penalty: 5991.555664
	Iteration 28Q: 3 clusters Score -2.119681e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 164084 members 
Entering Unmasked Estep 
Score: -21196844.000000 Penalty: 5991.555664
	Iteration 29Q: 3 clusters Score -2.119684e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 164622 members 
Entering Unmasked Estep 
Score: -21196892.000000 Penalty: 5991.555664
	Iteration 30Q: 3 clusters Score -2.119689e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 165114 members 
Entering Unmasked Estep 
Score: -21197012.000000 Penalty: 5991.555664
	Iteration 31Q: 3 clusters Score -2.119701e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 165565 members 
Entering Unmasked Estep 
Score: -21197084.000000 Penalty: 5991.555664
	Iteration 32Q: 3 clusters Score -2.119708e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 165970 members 
Entering Unmasked Estep 
Score: -21197156.000000 Penalty: 5991.555664
	Iteration 33Q: 3 clusters Score -2.119716e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9893 members 
Mstep: Class 2 contains 166373 members 
Entering Unmasked Estep 
Score: -21197264.000000 Penalty: 5991.555664
	Iteration 34Q: 3 clusters Score -2.119726e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 166749 members 
Entering Unmasked Estep 
Score: -21197250.000000 Penalty: 5991.555664
	Iteration 35Q: 3 clusters Score -2.119725e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 167088 members 
Entering Unmasked Estep 
Score: -21197254.000000 Penalty: 5991.555664
	Iteration 36Q: 3 clusters Score -2.119725e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 167390 members 
Entering Unmasked Estep 
Score: -21197260.000000 Penalty: 5991.555664
	Iteration 37Q: 3 clusters Score -2.119726e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 167667 members 
Entering Unmasked Estep 
Score: -21197304.000000 Penalty: 5991.555664
	Iteration 38Q: 3 clusters Score -2.11973e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 167939 members 
Entering Unmasked Estep 
Score: -21197310.000000 Penalty: 5991.555664
	Iteration 39Q: 3 clusters Score -2.119731e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 168191 members 
Entering Unmasked Estep 
Score: -21197374.000000 Penalty: 5991.555664
	Iteration 40F: 3 clusters Score -2.119737e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 168437 members 
Entering Unmasked Estep 
Score: -21197334.000000 Penalty: 5991.555664
	Iteration 41Q: 3 clusters Score -2.119733e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 168670 members 
Entering Unmasked Estep 
Score: -21197288.000000 Penalty: 5991.555664
	Iteration 42Q: 3 clusters Score -2.119729e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 168878 members 
Entering Unmasked Estep 
Score: -21197352.000000 Penalty: 5991.555664
	Iteration 43Q: 3 clusters Score -2.119735e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 169068 members 
Entering Unmasked Estep 
Score: -21197402.000000 Penalty: 5991.555664
	Iteration 44Q: 3 clusters Score -2.11974e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 169261 members 
Entering Unmasked Estep 
Score: -21197414.000000 Penalty: 5991.555664
	Iteration 45Q: 3 clusters Score -2.119741e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 169444 members 
Entering Unmasked Estep 
Score: -21197452.000000 Penalty: 5991.555664
	Iteration 46Q: 3 clusters Score -2.119745e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 169609 members 
Entering Unmasked Estep 
Score: -21197460.000000 Penalty: 5991.555664
	Iteration 47Q: 3 clusters Score -2.119746e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 169754 members 
Entering Unmasked Estep 
Score: -21197486.000000 Penalty: 5991.555664
	Iteration 48Q: 3 clusters Score -2.119749e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 169886 members 
Entering Unmasked Estep 
Score: -21197502.000000 Penalty: 5991.555664
	Iteration 49Q: 3 clusters Score -2.11975e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 170009 members 
Entering Unmasked Estep 
Score: -21197476.000000 Penalty: 5991.555664
	Iteration 50Q: 3 clusters Score -2.119748e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 170121 members 
Entering Unmasked Estep 
Score: -21197484.000000 Penalty: 5991.555664
	Iteration 51Q: 3 clusters Score -2.119748e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -21197522.000000 Penalty: 5991.555664
	Iteration 52Q: 3 clusters Score -2.119752e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 170353 members 
Entering Unmasked Estep 
Score: -21197534.000000 Penalty: 5991.555664
	Iteration 53Q: 3 clusters Score -2.119753e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 170454 members 
Entering Unmasked Estep 
Score: -21197538.000000 Penalty: 5991.555664
	Iteration 54Q: 3 clusters Score -2.119754e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 170539 members 
Entering Unmasked Estep 
Score: -21197532.000000 Penalty: 5991.555664
	Iteration 55Q: 3 clusters Score -2.119753e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 170633 members 
Entering Unmasked Estep 
Score: -21197552.000000 Penalty: 5991.555664
	Iteration 56Q: 3 clusters Score -2.119755e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 170713 members 
Entering Unmasked Estep 
Score: -21197562.000000 Penalty: 5991.555664
	Iteration 57Q: 3 clusters Score -2.119756e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 170780 members 
Entering Unmasked Estep 
Score: -21197596.000000 Penalty: 5991.555664
	Iteration 58Q: 3 clusters Score -2.11976e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 170840 members 
Entering Unmasked Estep 
Score: -21197584.000000 Penalty: 5991.555664
	Iteration 59Q: 3 clusters Score -2.119758e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 170895 members 
Entering Unmasked Estep 
Score: -21197602.000000 Penalty: 5991.555664
	Iteration 60F: 3 clusters Score -2.11976e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 170935 members 
Entering Unmasked Estep 
Score: -21197610.000000 Penalty: 5991.555664
	Iteration 61Q: 3 clusters Score -2.119761e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 170977 members 
Entering Unmasked Estep 
Score: -21197638.000000 Penalty: 5991.555664
	Iteration 62Q: 3 clusters Score -2.119764e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 171008 members 
Entering Unmasked Estep 
Score: -21197630.000000 Penalty: 5991.555664
	Iteration 63Q: 3 clusters Score -2.119763e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 171029 members 
Entering Unmasked Estep 
Score: -21197624.000000 Penalty: 5991.555664
	Iteration 64Q: 3 clusters Score -2.119762e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 171054 members 
Entering Unmasked Estep 
Score: -21197598.000000 Penalty: 5991.555664
	Iteration 65Q: 3 clusters Score -2.11976e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 171090 members 
Entering Unmasked Estep 
Score: -21197596.000000 Penalty: 5991.555664
	Iteration 66Q: 3 clusters Score -2.11976e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 171115 members 
Entering Unmasked Estep 
Score: -21197592.000000 Penalty: 5991.555664
	Iteration 67Q: 3 clusters Score -2.119759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 171129 members 
Entering Unmasked Estep 
Score: -21197598.000000 Penalty: 5991.555664
	Iteration 68Q: 3 clusters Score -2.11976e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 171149 members 
Entering Unmasked Estep 
Score: -21197594.000000 Penalty: 5991.555664
	Iteration 69Q: 3 clusters Score -2.119759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 171168 members 
Entering Unmasked Estep 
Score: -21197592.000000 Penalty: 5991.555664
	Iteration 70Q: 3 clusters Score -2.119759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 171187 members 
Entering Unmasked Estep 
Score: -21197590.000000 Penalty: 5991.555664
	Iteration 71Q: 3 clusters Score -2.119759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 171204 members 
Entering Unmasked Estep 
Score: -21197574.000000 Penalty: 5991.555664
	Iteration 72Q: 3 clusters Score -2.119757e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 171221 members 
Entering Unmasked Estep 
Score: -21197590.000000 Penalty: 5991.555664
	Iteration 73Q: 3 clusters Score -2.119759e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 171237 members 
Entering Unmasked Estep 
Score: -21197594.000000 Penalty: 5991.555664
	Iteration 74Q: 3 clusters Score -2.119759e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 171252 members 
Entering Unmasked Estep 
Score: -21197586.000000 Penalty: 5991.555664
	Iteration 75Q: 3 clusters Score -2.119759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 171273 members 
Entering Unmasked Estep 
Score: -21197596.000000 Penalty: 5991.555664
	Iteration 76Q: 3 clusters Score -2.11976e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 171295 members 
Entering Unmasked Estep 
Score: -21197594.000000 Penalty: 5991.555664
	Iteration 77Q: 3 clusters Score -2.119759e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 171316 members 
Entering Unmasked Estep 
Score: -21197596.000000 Penalty: 5991.555664
	Iteration 78Q: 3 clusters Score -2.11976e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 171340 members 
Entering Unmasked Estep 
Score: -21197576.000000 Penalty: 5991.555664
	Iteration 79Q: 3 clusters Score -2.119758e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -21197576.000000 Penalty: 5991.555664
	Iteration 80F: 3 clusters Score -2.119758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 171385 members 
Entering Unmasked Estep 
Score: -21197594.000000 Penalty: 5991.555664
	Iteration 81Q: 3 clusters Score -2.119759e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 171402 members 
Entering Unmasked Estep 
Score: -21197554.000000 Penalty: 5991.555664
	Iteration 82Q: 3 clusters Score -2.119755e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -21197556.000000 Penalty: 5991.555664
	Iteration 83Q: 3 clusters Score -2.119756e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 171446 members 
Entering Unmasked Estep 
Score: -21197552.000000 Penalty: 5991.555664
	Iteration 84Q: 3 clusters Score -2.119755e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 171458 members 
Entering Unmasked Estep 
Score: -21197544.000000 Penalty: 5991.555664
	Iteration 85Q: 3 clusters Score -2.119754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 171465 members 
Entering Unmasked Estep 
Score: -21197532.000000 Penalty: 5991.555664
	Iteration 86Q: 3 clusters Score -2.119753e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 171474 members 
Entering Unmasked Estep 
Score: -21197534.000000 Penalty: 5991.555664
	Iteration 87Q: 3 clusters Score -2.119753e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 171486 members 
Entering Unmasked Estep 
Score: -21197536.000000 Penalty: 5991.555664
	Iteration 88Q: 3 clusters Score -2.119754e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -21197516.000000 Penalty: 5991.555664
	Iteration 89Q: 3 clusters Score -2.119752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 171512 members 
Entering Unmasked Estep 
Score: -21197518.000000 Penalty: 5991.555664
	Iteration 90Q: 3 clusters Score -2.119752e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 171525 members 
Entering Unmasked Estep 
Score: -21197506.000000 Penalty: 5991.555664
	Iteration 91Q: 3 clusters Score -2.119751e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -21197520.000000 Penalty: 5991.555664
	Iteration 92Q: 3 clusters Score -2.119752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 171575 members 
Entering Unmasked Estep 
Score: -21197520.000000 Penalty: 5991.555664
	Iteration 93Q: 3 clusters Score -2.119752e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 171599 members 
Entering Unmasked Estep 
Score: -21197512.000000 Penalty: 5991.555664
	Iteration 94Q: 3 clusters Score -2.119751e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 171617 members 
Entering Unmasked Estep 
Score: -21197524.000000 Penalty: 5991.555664
	Iteration 95Q: 3 clusters Score -2.119752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 171625 members 
Entering Unmasked Estep 
Score: -21197530.000000 Penalty: 5991.555664
	Iteration 96Q: 3 clusters Score -2.119753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 171630 members 
Entering Unmasked Estep 
Score: -21197524.000000 Penalty: 5991.555664
	Iteration 97Q: 3 clusters Score -2.119752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 171638 members 
Entering Unmasked Estep 
Score: -21197518.000000 Penalty: 5991.555664
	Iteration 98Q: 3 clusters Score -2.119752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 171644 members 
Entering Unmasked Estep 
Score: -21197512.000000 Penalty: 5991.555664
	Iteration 99Q: 3 clusters Score -2.119751e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 171649 members 
Entering Unmasked Estep 
Score: -21197504.000000 Penalty: 5991.555664
	Iteration 100F: 3 clusters Score -2.11975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 171652 members 
Entering Unmasked Estep 
Score: -21197504.000000 Penalty: 5991.555664
	Iteration 101Q: 3 clusters Score -2.11975e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 171653 members 
Entering Unmasked Estep 
Score: -21197498.000000 Penalty: 5991.555664
	Iteration 102Q: 3 clusters Score -2.11975e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 171654 members 
Entering Unmasked Estep 
Score: -21197494.000000 Penalty: 5991.555664
	Iteration 103Q: 3 clusters Score -2.119749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 171657 members 
Entering Unmasked Estep 
Score: -21197492.000000 Penalty: 5991.555664
	Iteration 104Q: 3 clusters Score -2.119749e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 171658 members 
Entering Unmasked Estep 
Score: -21197490.000000 Penalty: 5991.555664
	Iteration 105Q: 3 clusters Score -2.119749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 171658 members 
Entering Unmasked Estep 
Score: -21197490.000000 Penalty: 5991.555664
	Iteration 106F: 3 clusters Score -2.119749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (19789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19789 members 
Entering Unmasked Estep 
Score: -2380620.250000 Penalty: 2453.434570
	Iteration 0F: 2 clusters Score -2380620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2366632.000000 Penalty: 4906.869141
	Iteration 0F: 3 clusters Score -2366632 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2371236.000000 Penalty: 4906.869141
	Iteration 1F: 3 clusters Score -2371236 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -2371718.750000 Penalty: 4906.869141
	Iteration 2F: 3 clusters Score -2371719 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -2372233.500000 Penalty: 4906.869141
	Iteration 3F: 3 clusters Score -2372234 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2372836.500000 Penalty: 4906.869141
	Iteration 4F: 3 clusters Score -2372836 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2373584.750000 Penalty: 4906.869141
	Iteration 5Q: 3 clusters Score -2373585 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -2374330.500000 Penalty: 4906.869141
	Iteration 6F: 3 clusters Score -2374330 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -2375005.000000 Penalty: 4906.869141
	Iteration 7Q: 3 clusters Score -2375005 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 15233 members 
Entering Unmasked Estep 
Score: -2375579.250000 Penalty: 4906.869141
	Iteration 8Q: 3 clusters Score -2375579 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2376152.000000 Penalty: 4906.869141
	Iteration 9Q: 3 clusters Score -2376152 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2376700.750000 Penalty: 4906.869141
	Iteration 10Q: 3 clusters Score -2376701 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -2377147.750000 Penalty: 4906.869141
	Iteration 11Q: 3 clusters Score -2377148 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 17743 members 
Entering Unmasked Estep 
Score: -2377519.250000 Penalty: 4906.869141
	Iteration 12Q: 3 clusters Score -2377519 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2377787.000000 Penalty: 4906.869141
	Iteration 13Q: 3 clusters Score -2377787 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2377992.250000 Penalty: 4906.869141
	Iteration 14Q: 3 clusters Score -2377992 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2378142.500000 Penalty: 4906.869141
	Iteration 15Q: 3 clusters Score -2378142 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2378242.250000 Penalty: 4906.869141
	Iteration 16Q: 3 clusters Score -2378242 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2378334.000000 Penalty: 4906.869141
	Iteration 17Q: 3 clusters Score -2378334 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2378391.250000 Penalty: 4906.869141
	Iteration 18Q: 3 clusters Score -2378391 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2378440.500000 Penalty: 4906.869141
	Iteration 19Q: 3 clusters Score -2378440 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2378482.000000 Penalty: 4906.869141
	Iteration 20F: 3 clusters Score -2378482 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2378501.000000 Penalty: 4906.869141
	Iteration 21Q: 3 clusters Score -2378501 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -2378515.500000 Penalty: 4906.869141
	Iteration 22Q: 3 clusters Score -2378516 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 19069 members 
Entering Unmasked Estep 
Score: -2378530.750000 Penalty: 4906.869141
	Iteration 23Q: 3 clusters Score -2378531 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -2378539.750000 Penalty: 4906.869141
	Iteration 24Q: 3 clusters Score -2378540 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2378562.500000 Penalty: 4906.869141
	Iteration 25Q: 3 clusters Score -2378562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2378571.250000 Penalty: 4906.869141
	Iteration 26Q: 3 clusters Score -2378571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -2378578.000000 Penalty: 4906.869141
	Iteration 27Q: 3 clusters Score -2378578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2378579.500000 Penalty: 4906.869141
	Iteration 28Q: 3 clusters Score -2378580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2378585.500000 Penalty: 4906.869141
	Iteration 29Q: 3 clusters Score -2378586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2378588.000000 Penalty: 4906.869141
	Iteration 30Q: 3 clusters Score -2378588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2378591.500000 Penalty: 4906.869141
	Iteration 31Q: 3 clusters Score -2378592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -2378592.000000 Penalty: 4906.869141
	Iteration 32Q: 3 clusters Score -2378592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2378592.250000 Penalty: 4906.869141
	Iteration 33Q: 3 clusters Score -2378592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 19153 members 
Entering Unmasked Estep 
Score: -2378595.000000 Penalty: 4906.869141
	Iteration 34Q: 3 clusters Score -2378595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19154 members 
Entering Unmasked Estep 
Score: -2378596.500000 Penalty: 4906.869141
	Iteration 35Q: 3 clusters Score -2378596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2378595.500000 Penalty: 4906.869141
	Iteration 36Q: 3 clusters Score -2378596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2378595.500000 Penalty: 4906.869141
	Iteration 37F: 3 clusters Score -2378596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (166775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166775 members 
Entering Unmasked Estep 
Score: -20163352.000000 Penalty: 2982.051270
	Iteration 0F: 2 clusters Score -2.016335e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83999 members 
Mstep: Class 2 contains 82776 members 
Entering Unmasked Estep 
Score: -20055512.000000 Penalty: 5964.102539
	Iteration 0F: 3 clusters Score -2.005551e+07 nChanged 79724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91335 members 
Mstep: Class 2 contains 75440 members 
Entering Unmasked Estep 
Score: -20103662.000000 Penalty: 5964.102539
	Iteration 1F: 3 clusters Score -2.010366e+07 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95873 members 
Mstep: Class 2 contains 70902 members 
Entering Unmasked Estep 
Score: -20105858.000000 Penalty: 5964.102539
	Iteration 2Q: 3 clusters Score -2.010586e+07 nChanged 7661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102682 members 
Mstep: Class 2 contains 64093 members 
Entering Unmasked Estep 
Score: -20109610.000000 Penalty: 5964.102539
	Iteration 3Q: 3 clusters Score -2.010961e+07 nChanged 10088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112554 members 
Mstep: Class 2 contains 54221 members 
Entering Unmasked Estep 
Score: -20116304.000000 Penalty: 5964.102539
	Iteration 4F: 3 clusters Score -2.01163e+07 nChanged 12951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125437 members 
Mstep: Class 2 contains 41338 members 
Entering Unmasked Estep 
Score: -20126834.000000 Penalty: 5964.102539
	Iteration 5F: 3 clusters Score -2.012683e+07 nChanged 14356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139785 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -20139634.000000 Penalty: 5964.102539
	Iteration 6F: 3 clusters Score -2.013963e+07 nChanged 12484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152265 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -20151124.000000 Penalty: 5964.102539
	Iteration 7F: 3 clusters Score -2.015112e+07 nChanged 7907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160172 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -20156990.000000 Penalty: 5964.102539
	Iteration 8Q: 3 clusters Score -2.015699e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163981 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -20159156.000000 Penalty: 5964.102539
	Iteration 9Q: 3 clusters Score -2.015916e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165501 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -20160016.000000 Penalty: 5964.102539
	Iteration 10Q: 3 clusters Score -2.016002e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166053 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -20160330.000000 Penalty: 5964.102539
	Iteration 11Q: 3 clusters Score -2.016033e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166263 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -20160598.000000 Penalty: 5964.102539
	Iteration 12Q: 3 clusters Score -2.01606e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166334 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -20160686.000000 Penalty: 5964.102539
	Iteration 13Q: 3 clusters Score -2.016069e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166365 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -20160754.000000 Penalty: 5964.102539
	Iteration 14Q: 3 clusters Score -2.016075e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166382 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -20160794.000000 Penalty: 5964.102539
	Iteration 15Q: 3 clusters Score -2.016079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166401 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -20160800.000000 Penalty: 5964.102539
	Iteration 16Q: 3 clusters Score -2.01608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166408 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -20160812.000000 Penalty: 5964.102539
	Iteration 17Q: 3 clusters Score -2.016081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166412 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -20160832.000000 Penalty: 5964.102539
	Iteration 18Q: 3 clusters Score -2.016083e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166416 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -20160854.000000 Penalty: 5964.102539
	Iteration 19Q: 3 clusters Score -2.016085e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -20160856.000000 Penalty: 5964.102539
	Iteration 20F: 3 clusters Score -2.016086e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166420 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -20160866.000000 Penalty: 5964.102539
	Iteration 21Q: 3 clusters Score -2.016087e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166423 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -20160874.000000 Penalty: 5964.102539
	Iteration 22Q: 3 clusters Score -2.016087e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166426 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -20160888.000000 Penalty: 5964.102539
	Iteration 23Q: 3 clusters Score -2.016089e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166430 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -20160886.000000 Penalty: 5964.102539
	Iteration 24Q: 3 clusters Score -2.016089e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166434 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -20160884.000000 Penalty: 5964.102539
	Iteration 25Q: 3 clusters Score -2.016088e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166433 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20160886.000000 Penalty: 5964.102539
	Iteration 26Q: 3 clusters Score -2.016089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166433 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -20160886.000000 Penalty: 5964.102539
	Iteration 27F: 3 clusters Score -2.016089e+07 nChanged 0
--- Evaluating fit on full set of 2053200 points ---
Entering Unmasked Estep 
Score: -241149600.000000 Penalty: 25232.603516
23->8 Clusters: Score -241149600.000000, best is -243555984.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 684400 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29727 members 
Mstep: Class 2 contains 29860 members 
Mstep: Class 3 contains 29786 members 
Mstep: Class 4 contains 29802 members 
Mstep: Class 5 contains 29832 members 
Mstep: Class 6 contains 29229 members 
Mstep: Class 7 contains 29947 members 
Mstep: Class 8 contains 29555 members 
Mstep: Class 9 contains 29633 members 
Mstep: Class 10 contains 30114 members 
Mstep: Class 11 contains 29370 members 
Mstep: Class 12 contains 29745 members 
Mstep: Class 13 contains 29668 members 
Mstep: Class 14 contains 29905 members 
Mstep: Class 15 contains 29904 members 
Mstep: Class 16 contains 29939 members 
Mstep: Class 17 contains 29709 members 
Mstep: Class 18 contains 29770 members 
Mstep: Class 19 contains 29621 members 
Mstep: Class 20 contains 29794 members 
Mstep: Class 21 contains 29906 members 
Mstep: Class 22 contains 29771 members 
Mstep: Class 23 contains 29813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 610.322815 but Gain 3332.203125
Score: -78836480.000000 Penalty: 73308.437500
Iteration 0F: 23 clusters Score -7.883648e+07 nChanged 649361
Entering Unmasked Mstep 
Mstep: Class 0 contains 214 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 32664 members 
Mstep: Class 3 contains 49323 members 
Mstep: Class 4 contains 61816 members 
Mstep: Class 5 contains 31938 members 
Mstep: Class 6 contains 16374 members 
Mstep: Class 7 contains 16133 members 
Mstep: Class 8 contains 35851 members 
Mstep: Class 9 contains 39598 members 
Mstep: Class 10 contains 37683 members 
Mstep: Class 12 contains 23955 members 
Mstep: Class 13 contains 23365 members 
Mstep: Class 14 contains 48007 members 
Mstep: Class 15 contains 33448 members 
Mstep: Class 16 contains 26897 members 
Mstep: Class 17 contains 23050 members 
Mstep: Class 18 contains 15263 members 
Mstep: Class 19 contains 13614 members 
Mstep: Class 20 contains 15399 members 
Mstep: Class 21 contains 79158 members 
Mstep: Class 22 contains 25575 members 
Mstep: Class 23 contains 18228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80288864.000000 Penalty: 73308.437500
Iteration 1F: 23 clusters Score -8.028886e+07 nChanged 194605
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 32449 members 
Mstep: Class 3 contains 62373 members 
Mstep: Class 4 contains 69544 members 
Mstep: Class 5 contains 32856 members 
Mstep: Class 6 contains 13915 members 
Mstep: Class 7 contains 11854 members 
Mstep: Class 8 contains 33629 members 
Mstep: Class 9 contains 45176 members 
Mstep: Class 10 contains 38698 members 
Mstep: Class 12 contains 18372 members 
Mstep: Class 13 contains 22321 members 
Mstep: Class 14 contains 47277 members 
Mstep: Class 15 contains 32964 members 
Mstep: Class 16 contains 26606 members 
Mstep: Class 17 contains 15185 members 
Mstep: Class 18 contains 7896 members 
Mstep: Class 19 contains 10963 members 
Mstep: Class 20 contains 10534 members 
Mstep: Class 21 contains 106293 members 
Mstep: Class 22 contains 19994 members 
Mstep: Class 23 contains 12327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80473728.000000 Penalty: 73308.437500
Iteration 2F: 23 clusters Score -8.047373e+07 nChanged 140065
Entering Unmasked Mstep 
Mstep: Class 0 contains 84 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 29703 members 
Mstep: Class 3 contains 69793 members 
Mstep: Class 4 contains 85657 members 
Mstep: Class 5 contains 29460 members 
Mstep: Class 6 contains 10896 members 
Mstep: Class 7 contains 10784 members 
Mstep: Class 8 contains 27930 members 
Mstep: Class 9 contains 46348 members 
Mstep: Class 10 contains 35391 members 
Mstep: Class 12 contains 12549 members 
Mstep: Class 13 contains 18562 members 
Mstep: Class 14 contains 44384 members 
Mstep: Class 15 contains 28425 members 
Mstep: Class 16 contains 23746 members 
Mstep: Class 17 contains 10564 members 
Mstep: Class 18 contains 3342 members 
Mstep: Class 19 contains 8305 members 
Mstep: Class 20 contains 7348 members 
Mstep: Class 21 contains 149168 members 
Mstep: Class 22 contains 14127 members 
Mstep: Class 23 contains 8094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 1998.734131 but Gain 3332.203125
Score: -80599032.000000 Penalty: 69976.234375
Iteration 3F: 22 clusters Score -8.059903e+07 nChanged 125694
Entering Unmasked Mstep 
Mstep: Class 0 contains 59 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 24311 members 
Mstep: Class 3 contains 71811 members 
Mstep: Class 4 contains 100104 members 
Mstep: Class 5 contains 23820 members 
Mstep: Class 6 contains 7947 members 
Mstep: Class 7 contains 11797 members 
Mstep: Class 8 contains 20816 members 
Mstep: Class 9 contains 42594 members 
Mstep: Class 10 contains 29476 members 
Mstep: Class 12 contains 8861 members 
Mstep: Class 13 contains 13830 members 
Mstep: Class 14 contains 39022 members 
Mstep: Class 15 contains 21911 members 
Mstep: Class 16 contains 19326 members 
Mstep: Class 17 contains 7108 members 
Mstep: Class 19 contains 5579 members 
Mstep: Class 20 contains 4740 members 
Mstep: Class 21 contains 210778 members 
Mstep: Class 22 contains 8939 members 
Mstep: Class 23 contains 5009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 2691.407471 but Gain 3332.195312
Score: -80722176.000000 Penalty: 66644.039062
Iteration 4F: 21 clusters Score -8.072218e+07 nChanged 122394
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 16483 members 
Mstep: Class 3 contains 66366 members 
Mstep: Class 4 contains 105847 members 
Mstep: Class 5 contains 17703 members 
Mstep: Class 6 contains 5353 members 
Mstep: Class 7 contains 14521 members 
Mstep: Class 8 contains 13871 members 
Mstep: Class 9 contains 33582 members 
Mstep: Class 10 contains 22134 members 
Mstep: Class 12 contains 7904 members 
Mstep: Class 13 contains 9337 members 
Mstep: Class 14 contains 31753 members 
Mstep: Class 15 contains 14981 members 
Mstep: Class 16 contains 14313 members 
Mstep: Class 17 contains 4326 members 
Mstep: Class 19 contains 3348 members 
Mstep: Class 20 contains 2802 members 
Mstep: Class 21 contains 290851 members 
Mstep: Class 22 contains 5029 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 1566.058838 but Gain 3332.207031
Score: -80828424.000000 Penalty: 63311.832031
Iteration 5F: 20 clusters Score -8.082842e+07 nChanged 104868
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 9445 members 
Mstep: Class 3 contains 54726 members 
Mstep: Class 4 contains 105124 members 
Mstep: Class 5 contains 12487 members 
Mstep: Class 6 contains 3241 members 
Mstep: Class 7 contains 17471 members 
Mstep: Class 8 contains 8366 members 
Mstep: Class 9 contains 22152 members 
Mstep: Class 10 contains 15107 members 
Mstep: Class 12 contains 8210 members 
Mstep: Class 13 contains 5708 members 
Mstep: Class 14 contains 23773 members 
Mstep: Class 15 contains 9097 members 
Mstep: Class 16 contains 10010 members 
Mstep: Class 17 contains 2494 members 
Mstep: Class 19 contains 1884 members 
Mstep: Class 21 contains 369758 members 
Mstep: Class 22 contains 3240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 1277.309326 but Gain 3332.199219
Score: -80785680.000000 Penalty: 59979.632812
Iteration 6F: 19 clusters Score -8.078568e+07 nChanged 72277
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 2 contains 5734 members 
Mstep: Class 3 contains 49469 members 
Mstep: Class 4 contains 108663 members 
Mstep: Class 5 contains 9764 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 7 contains 19595 members 
Mstep: Class 8 contains 5424 members 
Mstep: Class 9 contains 15969 members 
Mstep: Class 10 contains 11463 members 
Mstep: Class 12 contains 8829 members 
Mstep: Class 13 contains 3652 members 
Mstep: Class 14 contains 18811 members 
Mstep: Class 15 contains 6004 members 
Mstep: Class 16 contains 7724 members 
Mstep: Class 17 contains 1648 members 
Mstep: Class 19 contains 1242 members 
Mstep: Class 21 contains 405523 members 
Mstep: Class 22 contains 2665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 1110.723389 but Gain 3332.203125
Score: -80748688.000000 Penalty: 56647.429688
Iteration 7F: 18 clusters Score -8.074869e+07 nChanged 44839
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 2 contains 4304 members 
Mstep: Class 3 contains 49736 members 
Mstep: Class 4 contains 116565 members 
Mstep: Class 5 contains 8609 members 
Mstep: Class 6 contains 1724 members 
Mstep: Class 7 contains 21357 members 
Mstep: Class 8 contains 3977 members 
Mstep: Class 9 contains 12982 members 
Mstep: Class 10 contains 9928 members 
Mstep: Class 12 contains 9655 members 
Mstep: Class 13 contains 2735 members 
Mstep: Class 14 contains 16981 members 
Mstep: Class 15 contains 4467 members 
Mstep: Class 16 contains 7118 members 
Mstep: Class 17 contains 1315 members 
Mstep: Class 21 contains 410422 members 
Mstep: Class 22 contains 2514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 1319.547852 but Gain 3332.203125
Score: -80760624.000000 Penalty: 53315.226562
Iteration 8F: 17 clusters Score -8.076062e+07 nChanged 35275
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 3555 members 
Mstep: Class 3 contains 51315 members 
Mstep: Class 4 contains 125303 members 
Mstep: Class 5 contains 7666 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 22785 members 
Mstep: Class 8 contains 3104 members 
Mstep: Class 9 contains 10934 members 
Mstep: Class 10 contains 8985 members 
Mstep: Class 12 contains 10747 members 
Mstep: Class 13 contains 2113 members 
Mstep: Class 14 contains 16387 members 
Mstep: Class 15 contains 3462 members 
Mstep: Class 16 contains 7001 members 
Mstep: Class 21 contains 407103 members 
Mstep: Class 22 contains 2453 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1998.227417 but Gain 3332.199219
Score: -80779656.000000 Penalty: 49983.027344
Iteration 9F: 16 clusters Score -8.077966e+07 nChanged 31259
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 3121 members 
Mstep: Class 3 contains 53654 members 
Mstep: Class 4 contains 134165 members 
Mstep: Class 5 contains 6821 members 
Mstep: Class 7 contains 23976 members 
Mstep: Class 8 contains 2515 members 
Mstep: Class 9 contains 9449 members 
Mstep: Class 10 contains 8302 members 
Mstep: Class 12 contains 12061 members 
Mstep: Class 13 contains 1755 members 
Mstep: Class 14 contains 16294 members 
Mstep: Class 15 contains 2799 members 
Mstep: Class 16 contains 7229 members 
Mstep: Class 21 contains 399818 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1983.914795 but Gain 3332.203125
Score: -80804456.000000 Penalty: 46650.824219
Iteration 10Q: 15 clusters Score -8.080446e+07 nChanged 29625
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 2870 members 
Mstep: Class 3 contains 56407 members 
Mstep: Class 4 contains 143395 members 
Mstep: Class 5 contains 6053 members 
Mstep: Class 7 contains 24753 members 
Mstep: Class 8 contains 2115 members 
Mstep: Class 9 contains 8292 members 
Mstep: Class 10 contains 7763 members 
Mstep: Class 12 contains 13574 members 
Mstep: Class 14 contains 16635 members 
Mstep: Class 15 contains 2372 members 
Mstep: Class 16 contains 7582 members 
Mstep: Class 21 contains 390161 members 
Mstep: Class 22 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 2150.536133 but Gain 3332.203125
Score: -80831056.000000 Penalty: 43318.621094
Iteration 11Q: 14 clusters Score -8.083106e+07 nChanged 28696
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 2713 members 
Mstep: Class 3 contains 59236 members 
Mstep: Class 4 contains 153138 members 
Mstep: Class 5 contains 5318 members 
Mstep: Class 7 contains 25335 members 
Mstep: Class 9 contains 7314 members 
Mstep: Class 10 contains 7262 members 
Mstep: Class 12 contains 15235 members 
Mstep: Class 14 contains 17068 members 
Mstep: Class 15 contains 2026 members 
Mstep: Class 16 contains 7927 members 
Mstep: Class 21 contains 379418 members 
Mstep: Class 22 contains 2400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 2502.516602 but Gain 3332.199219
Score: -80860176.000000 Penalty: 39986.421875
Iteration 12Q: 13 clusters Score -8.086018e+07 nChanged 28294
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 2 contains 2580 members 
Mstep: Class 3 contains 62091 members 
Mstep: Class 4 contains 163307 members 
Mstep: Class 5 contains 4582 members 
Mstep: Class 7 contains 25816 members 
Mstep: Class 9 contains 6478 members 
Mstep: Class 10 contains 6782 members 
Mstep: Class 12 contains 17031 members 
Mstep: Class 14 contains 17498 members 
Mstep: Class 16 contains 8360 members 
Mstep: Class 21 contains 367466 members 
Mstep: Class 22 contains 2399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3133.995361 but Gain 3332.203125
Score: -80890536.000000 Penalty: 36654.218750
Iteration 13Q: 12 clusters Score -8.089054e+07 nChanged 28555
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 64815 members 
Mstep: Class 4 contains 173669 members 
Mstep: Class 5 contains 3955 members 
Mstep: Class 7 contains 25968 members 
Mstep: Class 9 contains 5739 members 
Mstep: Class 10 contains 6313 members 
Mstep: Class 12 contains 18948 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 16 contains 8592 members 
Mstep: Class 21 contains 355931 members 
Mstep: Class 22 contains 2400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80922448.000000 Penalty: 36654.218750
Iteration 14Q: 12 clusters Score -8.092245e+07 nChanged 26660
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 67235 members 
Mstep: Class 4 contains 184078 members 
Mstep: Class 5 contains 3318 members 
Mstep: Class 7 contains 26018 members 
Mstep: Class 9 contains 5056 members 
Mstep: Class 10 contains 5812 members 
Mstep: Class 12 contains 20971 members 
Mstep: Class 14 contains 18379 members 
Mstep: Class 16 contains 8623 members 
Mstep: Class 21 contains 342503 members 
Mstep: Class 22 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 3158.965820 but Gain 3332.199219
Score: -80953632.000000 Penalty: 33322.019531
Iteration 15Q: 11 clusters Score -8.095363e+07 nChanged 29711
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 70150 members 
Mstep: Class 4 contains 194886 members 
Mstep: Class 7 contains 25939 members 
Mstep: Class 9 contains 4453 members 
Mstep: Class 10 contains 5391 members 
Mstep: Class 12 contains 23147 members 
Mstep: Class 14 contains 19047 members 
Mstep: Class 16 contains 8440 members 
Mstep: Class 21 contains 330538 members 
Mstep: Class 22 contains 2399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80986104.000000 Penalty: 33322.019531
Iteration 16Q: 11 clusters Score -8.09861e+07 nChanged 27132
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 72557 members 
Mstep: Class 4 contains 205289 members 
Mstep: Class 7 contains 25566 members 
Mstep: Class 9 contains 3846 members 
Mstep: Class 10 contains 4950 members 
Mstep: Class 12 contains 25371 members 
Mstep: Class 14 contains 19062 members 
Mstep: Class 16 contains 8137 members 
Mstep: Class 21 contains 317204 members 
Mstep: Class 22 contains 2408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81014720.000000 Penalty: 33322.019531
Iteration 17Q: 11 clusters Score -8.101472e+07 nChanged 26579
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 74626 members 
Mstep: Class 4 contains 215024 members 
Mstep: Class 7 contains 24998 members 
Mstep: Class 9 contains 3302 members 
Mstep: Class 10 contains 4547 members 
Mstep: Class 12 contains 27721 members 
Mstep: Class 14 contains 18820 members 
Mstep: Class 16 contains 7654 members 
Mstep: Class 21 contains 305286 members 
Mstep: Class 22 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 3274.350098 but Gain 3332.203125
Score: -81033664.000000 Penalty: 29989.816406
Iteration 18Q: 10 clusters Score -8.103366e+07 nChanged 27846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 76449 members 
Mstep: Class 4 contains 225086 members 
Mstep: Class 7 contains 24346 members 
Mstep: Class 10 contains 4240 members 
Mstep: Class 12 contains 30045 members 
Mstep: Class 14 contains 18616 members 
Mstep: Class 16 contains 7087 members 
Mstep: Class 21 contains 296109 members 
Mstep: Class 22 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81045928.000000 Penalty: 29989.816406
Iteration 19Q: 10 clusters Score -8.104593e+07 nChanged 23094
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 77823 members 
Mstep: Class 4 contains 234534 members 
Mstep: Class 7 contains 23723 members 
Mstep: Class 10 contains 3898 members 
Mstep: Class 12 contains 32357 members 
Mstep: Class 14 contains 18090 members 
Mstep: Class 16 contains 6448 members 
Mstep: Class 21 contains 285098 members 
Mstep: Class 22 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81047896.000000 Penalty: 29989.816406
Iteration 20F: 10 clusters Score -8.10479e+07 nChanged 23183
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 79878 members 
Mstep: Class 4 contains 245558 members 
Mstep: Class 7 contains 23160 members 
Mstep: Class 10 contains 3652 members 
Mstep: Class 12 contains 34557 members 
Mstep: Class 14 contains 17659 members 
Mstep: Class 16 contains 5930 members 
Mstep: Class 21 contains 271583 members 
Mstep: Class 22 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81052472.000000 Penalty: 29989.816406
Iteration 21Q: 10 clusters Score -8.105247e+07 nChanged 22912
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 81904 members 
Mstep: Class 4 contains 257788 members 
Mstep: Class 7 contains 22619 members 
Mstep: Class 10 contains 3455 members 
Mstep: Class 12 contains 36654 members 
Mstep: Class 14 contains 17216 members 
Mstep: Class 16 contains 5459 members 
Mstep: Class 21 contains 256881 members 
Mstep: Class 22 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81056312.000000 Penalty: 29989.816406
Iteration 22Q: 10 clusters Score -8.105631e+07 nChanged 23440
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 83815 members 
Mstep: Class 4 contains 271349 members 
Mstep: Class 7 contains 22167 members 
Mstep: Class 10 contains 3362 members 
Mstep: Class 12 contains 38603 members 
Mstep: Class 14 contains 16802 members 
Mstep: Class 16 contains 4970 members 
Mstep: Class 21 contains 240907 members 
Mstep: Class 22 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81061384.000000 Penalty: 29989.816406
Iteration 23Q: 10 clusters Score -8.106138e+07 nChanged 23360
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 85654 members 
Mstep: Class 4 contains 285599 members 
Mstep: Class 7 contains 21802 members 
Mstep: Class 10 contains 3270 members 
Mstep: Class 12 contains 40357 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 16 contains 4520 members 
Mstep: Class 21 contains 224429 members 
Mstep: Class 22 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81066952.000000 Penalty: 29989.816406
Iteration 24Q: 10 clusters Score -8.106695e+07 nChanged 23882
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 87241 members 
Mstep: Class 4 contains 300607 members 
Mstep: Class 7 contains 21473 members 
Mstep: Class 10 contains 3188 members 
Mstep: Class 12 contains 42134 members 
Mstep: Class 14 contains 15917 members 
Mstep: Class 16 contains 4079 members 
Mstep: Class 21 contains 207335 members 
Mstep: Class 22 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81070368.000000 Penalty: 29989.816406
Iteration 25Q: 10 clusters Score -8.107037e+07 nChanged 25801
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 88101 members 
Mstep: Class 4 contains 317422 members 
Mstep: Class 7 contains 21132 members 
Mstep: Class 10 contains 3119 members 
Mstep: Class 12 contains 43948 members 
Mstep: Class 14 contains 15504 members 
Mstep: Class 16 contains 3650 members 
Mstep: Class 21 contains 189105 members 
Mstep: Class 22 contains 2409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81062192.000000 Penalty: 29989.816406
Iteration 26Q: 10 clusters Score -8.106219e+07 nChanged 28182
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 88720 members 
Mstep: Class 4 contains 333401 members 
Mstep: Class 7 contains 20813 members 
Mstep: Class 10 contains 3094 members 
Mstep: Class 12 contains 46018 members 
Mstep: Class 14 contains 15204 members 
Mstep: Class 16 contains 3275 members 
Mstep: Class 21 contains 171473 members 
Mstep: Class 22 contains 2392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81039856.000000 Penalty: 29989.816406
Iteration 27Q: 10 clusters Score -8.103986e+07 nChanged 26808
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 90335 members 
Mstep: Class 4 contains 340762 members 
Mstep: Class 7 contains 20583 members 
Mstep: Class 10 contains 3158 members 
Mstep: Class 12 contains 48456 members 
Mstep: Class 14 contains 15120 members 
Mstep: Class 16 contains 3067 members 
Mstep: Class 21 contains 160527 members 
Mstep: Class 22 contains 2382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025168.000000 Penalty: 29989.816406
Iteration 28Q: 10 clusters Score -8.102517e+07 nChanged 21365
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 92993 members 
Mstep: Class 4 contains 340038 members 
Mstep: Class 7 contains 20447 members 
Mstep: Class 10 contains 3292 members 
Mstep: Class 12 contains 50526 members 
Mstep: Class 14 contains 15162 members 
Mstep: Class 16 contains 2979 members 
Mstep: Class 21 contains 156588 members 
Mstep: Class 22 contains 2365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81025144.000000 Penalty: 29989.816406
Iteration 29Q: 10 clusters Score -8.102514e+07 nChanged 16736
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 95970 members 
Mstep: Class 4 contains 335688 members 
Mstep: Class 7 contains 20303 members 
Mstep: Class 10 contains 3399 members 
Mstep: Class 12 contains 51903 members 
Mstep: Class 14 contains 15189 members 
Mstep: Class 16 contains 2925 members 
Mstep: Class 21 contains 156675 members 
Mstep: Class 22 contains 2338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81031544.000000 Penalty: 29989.816406
Iteration 30Q: 10 clusters Score -8.103154e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 98998 members 
Mstep: Class 4 contains 330462 members 
Mstep: Class 7 contains 20151 members 
Mstep: Class 10 contains 3491 members 
Mstep: Class 12 contains 52640 members 
Mstep: Class 14 contains 15222 members 
Mstep: Class 16 contains 2885 members 
Mstep: Class 21 contains 158221 members 
Mstep: Class 22 contains 2320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81039832.000000 Penalty: 29989.816406
Iteration 31Q: 10 clusters Score -8.103983e+07 nChanged 11726
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 101935 members 
Mstep: Class 4 contains 325836 members 
Mstep: Class 7 contains 19998 members 
Mstep: Class 10 contains 3567 members 
Mstep: Class 12 contains 52879 members 
Mstep: Class 14 contains 15226 members 
Mstep: Class 16 contains 2837 members 
Mstep: Class 21 contains 159804 members 
Mstep: Class 22 contains 2308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81047200.000000 Penalty: 29989.816406
Iteration 32Q: 10 clusters Score -8.10472e+07 nChanged 10578
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 104932 members 
Mstep: Class 4 contains 321457 members 
Mstep: Class 7 contains 19811 members 
Mstep: Class 10 contains 3629 members 
Mstep: Class 12 contains 52845 members 
Mstep: Class 14 contains 15285 members 
Mstep: Class 16 contains 2799 members 
Mstep: Class 21 contains 161333 members 
Mstep: Class 22 contains 2299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81053272.000000 Penalty: 29989.816406
Iteration 33Q: 10 clusters Score -8.105327e+07 nChanged 9524
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 107657 members 
Mstep: Class 4 contains 317715 members 
Mstep: Class 7 contains 19672 members 
Mstep: Class 10 contains 3674 members 
Mstep: Class 12 contains 52648 members 
Mstep: Class 14 contains 15356 members 
Mstep: Class 16 contains 2755 members 
Mstep: Class 21 contains 162621 members 
Mstep: Class 22 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81059816.000000 Penalty: 29989.816406
Iteration 34Q: 10 clusters Score -8.105982e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 110216 members 
Mstep: Class 4 contains 314934 members 
Mstep: Class 7 contains 19553 members 
Mstep: Class 10 contains 3722 members 
Mstep: Class 12 contains 52358 members 
Mstep: Class 14 contains 15438 members 
Mstep: Class 16 contains 2709 members 
Mstep: Class 21 contains 163175 members 
Mstep: Class 22 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81063016.000000 Penalty: 29989.816406
Iteration 35Q: 10 clusters Score -8.106302e+07 nChanged 7808
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 112612 members 
Mstep: Class 4 contains 312429 members 
Mstep: Class 7 contains 19450 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 12 contains 52083 members 
Mstep: Class 14 contains 15528 members 
Mstep: Class 16 contains 2664 members 
Mstep: Class 21 contains 163598 members 
Mstep: Class 22 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81065712.000000 Penalty: 29989.816406
Iteration 36Q: 10 clusters Score -8.106571e+07 nChanged 7194
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 114842 members 
Mstep: Class 4 contains 310132 members 
Mstep: Class 7 contains 19369 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 12 contains 51805 members 
Mstep: Class 14 contains 15568 members 
Mstep: Class 16 contains 2623 members 
Mstep: Class 21 contains 164026 members 
Mstep: Class 22 contains 2267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81068720.000000 Penalty: 29989.816406
Iteration 37Q: 10 clusters Score -8.106872e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 116958 members 
Mstep: Class 4 contains 308046 members 
Mstep: Class 7 contains 19310 members 
Mstep: Class 10 contains 3766 members 
Mstep: Class 12 contains 51555 members 
Mstep: Class 14 contains 15574 members 
Mstep: Class 16 contains 2587 members 
Mstep: Class 21 contains 164337 members 
Mstep: Class 22 contains 2257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81071096.000000 Penalty: 29989.816406
Iteration 38Q: 10 clusters Score -8.10711e+07 nChanged 5934
Entering ConstructFrom: 
Score: -81071096.000000 Penalty: 29989.816406
Entering ConstructFrom: 
Trying to split cluster 3 (118942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118942 members 
Entering Unmasked Estep 
Score: -14441312.000000 Penalty: 2898.224854
	Iteration 0F: 2 clusters Score -1.444131e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59382 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -14361338.000000 Penalty: 5796.449707
	Iteration 0F: 3 clusters Score -1.436134e+07 nChanged 56643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57687 members 
Mstep: Class 2 contains 61255 members 
Entering Unmasked Estep 
Score: -14393606.000000 Penalty: 5796.449707
	Iteration 1F: 3 clusters Score -1.439361e+07 nChanged 3387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56618 members 
Mstep: Class 2 contains 62324 members 
Entering Unmasked Estep 
Score: -14394339.000000 Penalty: 5796.449707
	Iteration 2Q: 3 clusters Score -1.439434e+07 nChanged 3450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 63972 members 
Entering Unmasked Estep 
Score: -14395037.000000 Penalty: 5796.449707
	Iteration 3Q: 3 clusters Score -1.439504e+07 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52426 members 
Mstep: Class 2 contains 66516 members 
Entering Unmasked Estep 
Score: -14396099.000000 Penalty: 5796.449707
	Iteration 4Q: 3 clusters Score -1.43961e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 70416 members 
Entering Unmasked Estep 
Score: -14397889.000000 Penalty: 5796.449707
	Iteration 5Q: 3 clusters Score -1.439789e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43044 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -14400953.000000 Penalty: 5796.449707
	Iteration 6F: 3 clusters Score -1.440095e+07 nChanged 8032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35570 members 
Mstep: Class 2 contains 83372 members 
Entering Unmasked Estep 
Score: -14406435.000000 Penalty: 5796.449707
	Iteration 7F: 3 clusters Score -1.440644e+07 nChanged 9776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 92574 members 
Entering Unmasked Estep 
Score: -14414773.000000 Penalty: 5796.449707
	Iteration 8F: 3 clusters Score -1.441477e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -14424350.000000 Penalty: 5796.449707
	Iteration 9F: 3 clusters Score -1.442435e+07 nChanged 7289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 108635 members 
Entering Unmasked Estep 
Score: -14431550.000000 Penalty: 5796.449707
	Iteration 10F: 3 clusters Score -1.443155e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 112396 members 
Entering Unmasked Estep 
Score: -14435363.000000 Penalty: 5796.449707
	Iteration 11Q: 3 clusters Score -1.443536e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 114025 members 
Entering Unmasked Estep 
Score: -14437149.000000 Penalty: 5796.449707
	Iteration 12Q: 3 clusters Score -1.443715e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 114772 members 
Entering Unmasked Estep 
Score: -14437953.000000 Penalty: 5796.449707
	Iteration 13Q: 3 clusters Score -1.443795e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 115208 members 
Entering Unmasked Estep 
Score: -14438295.000000 Penalty: 5796.449707
	Iteration 14Q: 3 clusters Score -1.44383e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 115530 members 
Entering Unmasked Estep 
Score: -14438475.000000 Penalty: 5796.449707
	Iteration 15Q: 3 clusters Score -1.443848e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 115788 members 
Entering Unmasked Estep 
Score: -14438600.000000 Penalty: 5796.449707
	Iteration 16Q: 3 clusters Score -1.44386e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 115992 members 
Entering Unmasked Estep 
Score: -14438671.000000 Penalty: 5796.449707
	Iteration 17Q: 3 clusters Score -1.443867e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 116144 members 
Entering Unmasked Estep 
Score: -14438748.000000 Penalty: 5796.449707
	Iteration 18Q: 3 clusters Score -1.443875e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 116271 members 
Entering Unmasked Estep 
Score: -14438816.000000 Penalty: 5796.449707
	Iteration 19Q: 3 clusters Score -1.443882e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 116379 members 
Entering Unmasked Estep 
Score: -14438876.000000 Penalty: 5796.449707
	Iteration 20F: 3 clusters Score -1.443888e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 116464 members 
Entering Unmasked Estep 
Score: -14438915.000000 Penalty: 5796.449707
	Iteration 21Q: 3 clusters Score -1.443892e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 116525 members 
Entering Unmasked Estep 
Score: -14438942.000000 Penalty: 5796.449707
	Iteration 22Q: 3 clusters Score -1.443894e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 116576 members 
Entering Unmasked Estep 
Score: -14438951.000000 Penalty: 5796.449707
	Iteration 23Q: 3 clusters Score -1.443895e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 116625 members 
Entering Unmasked Estep 
Score: -14438988.000000 Penalty: 5796.449707
	Iteration 24Q: 3 clusters Score -1.443899e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 116667 members 
Entering Unmasked Estep 
Score: -14438992.000000 Penalty: 5796.449707
	Iteration 25Q: 3 clusters Score -1.443899e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 116703 members 
Entering Unmasked Estep 
Score: -14439016.000000 Penalty: 5796.449707
	Iteration 26Q: 3 clusters Score -1.443902e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 116743 members 
Entering Unmasked Estep 
Score: -14439041.000000 Penalty: 5796.449707
	Iteration 27Q: 3 clusters Score -1.443904e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 116785 members 
Entering Unmasked Estep 
Score: -14439056.000000 Penalty: 5796.449707
	Iteration 28Q: 3 clusters Score -1.443906e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 116813 members 
Entering Unmasked Estep 
Score: -14439074.000000 Penalty: 5796.449707
	Iteration 29Q: 3 clusters Score -1.443907e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 116838 members 
Entering Unmasked Estep 
Score: -14439063.000000 Penalty: 5796.449707
	Iteration 30Q: 3 clusters Score -1.443906e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 116857 members 
Entering Unmasked Estep 
Score: -14439064.000000 Penalty: 5796.449707
	Iteration 31Q: 3 clusters Score -1.443906e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 116867 members 
Entering Unmasked Estep 
Score: -14439053.000000 Penalty: 5796.449707
	Iteration 32Q: 3 clusters Score -1.443905e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 116878 members 
Entering Unmasked Estep 
Score: -14439067.000000 Penalty: 5796.449707
	Iteration 33Q: 3 clusters Score -1.443907e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 116888 members 
Entering Unmasked Estep 
Score: -14439070.000000 Penalty: 5796.449707
	Iteration 34Q: 3 clusters Score -1.443907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 116895 members 
Entering Unmasked Estep 
Score: -14439086.000000 Penalty: 5796.449707
	Iteration 35Q: 3 clusters Score -1.443909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 116901 members 
Entering Unmasked Estep 
Score: -14439085.000000 Penalty: 5796.449707
	Iteration 36Q: 3 clusters Score -1.443908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 116908 members 
Entering Unmasked Estep 
Score: -14439089.000000 Penalty: 5796.449707
	Iteration 37Q: 3 clusters Score -1.443909e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 116912 members 
Entering Unmasked Estep 
Score: -14439094.000000 Penalty: 5796.449707
	Iteration 38Q: 3 clusters Score -1.443909e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 116920 members 
Entering Unmasked Estep 
Score: -14439088.000000 Penalty: 5796.449707
	Iteration 39Q: 3 clusters Score -1.443909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 116928 members 
Entering Unmasked Estep 
Score: -14439097.000000 Penalty: 5796.449707
	Iteration 40F: 3 clusters Score -1.44391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 116936 members 
Entering Unmasked Estep 
Score: -14439086.000000 Penalty: 5796.449707
	Iteration 41Q: 3 clusters Score -1.443909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 116942 members 
Entering Unmasked Estep 
Score: -14439081.000000 Penalty: 5796.449707
	Iteration 42Q: 3 clusters Score -1.443908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -14439083.000000 Penalty: 5796.449707
	Iteration 43Q: 3 clusters Score -1.443908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 116948 members 
Entering Unmasked Estep 
Score: -14439082.000000 Penalty: 5796.449707
	Iteration 44Q: 3 clusters Score -1.443908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 116950 members 
Entering Unmasked Estep 
Score: -14439089.000000 Penalty: 5796.449707
	Iteration 45Q: 3 clusters Score -1.443909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 116954 members 
Entering Unmasked Estep 
Score: -14439090.000000 Penalty: 5796.449707
	Iteration 46Q: 3 clusters Score -1.443909e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 116953 members 
Entering Unmasked Estep 
Score: -14439096.000000 Penalty: 5796.449707
	Iteration 47Q: 3 clusters Score -1.44391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 116954 members 
Entering Unmasked Estep 
Score: -14439099.000000 Penalty: 5796.449707
	Iteration 48Q: 3 clusters Score -1.44391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 116955 members 
Entering Unmasked Estep 
Score: -14439099.000000 Penalty: 5796.449707
	Iteration 49Q: 3 clusters Score -1.44391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 116956 members 
Entering Unmasked Estep 
Score: -14439094.000000 Penalty: 5796.449707
	Iteration 50Q: 3 clusters Score -1.443909e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 116960 members 
Entering Unmasked Estep 
Score: -14439088.000000 Penalty: 5796.449707
	Iteration 51Q: 3 clusters Score -1.443909e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 116960 members 
Entering Unmasked Estep 
Score: -14439088.000000 Penalty: 5796.449707
	Iteration 52F: 3 clusters Score -1.443909e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (306263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306263 members 
Entering Unmasked Estep 
Score: -36660124.000000 Penalty: 3132.785400
	Iteration 0F: 2 clusters Score -3.666012e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152801 members 
Mstep: Class 2 contains 153462 members 
Entering Unmasked Estep 
Score: -36477600.000000 Penalty: 6265.570801
	Iteration 0F: 3 clusters Score -3.64776e+07 nChanged 148145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149652 members 
Mstep: Class 2 contains 156611 members 
Entering Unmasked Estep 
Score: -36565428.000000 Penalty: 6265.570801
	Iteration 1F: 3 clusters Score -3.656543e+07 nChanged 7488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147190 members 
Mstep: Class 2 contains 159073 members 
Entering Unmasked Estep 
Score: -36566764.000000 Penalty: 6265.570801
	Iteration 2Q: 3 clusters Score -3.656676e+07 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143307 members 
Mstep: Class 2 contains 162956 members 
Entering Unmasked Estep 
Score: -36568664.000000 Penalty: 6265.570801
	Iteration 3Q: 3 clusters Score -3.656866e+07 nChanged 9530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137351 members 
Mstep: Class 2 contains 168912 members 
Entering Unmasked Estep 
Score: -36571352.000000 Penalty: 6265.570801
	Iteration 4Q: 3 clusters Score -3.657135e+07 nChanged 11840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128205 members 
Mstep: Class 2 contains 178058 members 
Entering Unmasked Estep 
Score: -36575408.000000 Penalty: 6265.570801
	Iteration 5Q: 3 clusters Score -3.657541e+07 nChanged 15058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115039 members 
Mstep: Class 2 contains 191224 members 
Entering Unmasked Estep 
Score: -36582544.000000 Penalty: 6265.570801
	Iteration 6Q: 3 clusters Score -3.658254e+07 nChanged 18980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97337 members 
Mstep: Class 2 contains 208926 members 
Entering Unmasked Estep 
Score: -36594060.000000 Penalty: 6265.570801
	Iteration 7F: 3 clusters Score -3.659406e+07 nChanged 21664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76645 members 
Mstep: Class 2 contains 229618 members 
Entering Unmasked Estep 
Score: -36608688.000000 Penalty: 6265.570801
	Iteration 8F: 3 clusters Score -3.660869e+07 nChanged 20769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 249417 members 
Entering Unmasked Estep 
Score: -36623364.000000 Penalty: 6265.570801
	Iteration 9F: 3 clusters Score -3.662336e+07 nChanged 16472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41332 members 
Mstep: Class 2 contains 264931 members 
Entering Unmasked Estep 
Score: -36634844.000000 Penalty: 6265.570801
	Iteration 10F: 3 clusters Score -3.663484e+07 nChanged 11706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30472 members 
Mstep: Class 2 contains 275791 members 
Entering Unmasked Estep 
Score: -36642976.000000 Penalty: 6265.570801
	Iteration 11Q: 3 clusters Score -3.664298e+07 nChanged 8061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 283204 members 
Entering Unmasked Estep 
Score: -36648088.000000 Penalty: 6265.570801
	Iteration 12Q: 3 clusters Score -3.664809e+07 nChanged 5664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 288464 members 
Entering Unmasked Estep 
Score: -36652452.000000 Penalty: 6265.570801
	Iteration 13Q: 3 clusters Score -3.665245e+07 nChanged 4318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 292582 members 
Entering Unmasked Estep 
Score: -36655436.000000 Penalty: 6265.570801
	Iteration 14Q: 3 clusters Score -3.665544e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 295875 members 
Entering Unmasked Estep 
Score: -36657292.000000 Penalty: 6265.570801
	Iteration 15Q: 3 clusters Score -3.665729e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 298448 members 
Entering Unmasked Estep 
Score: -36658072.000000 Penalty: 6265.570801
	Iteration 16Q: 3 clusters Score -3.665807e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 300368 members 
Entering Unmasked Estep 
Score: -36657940.000000 Penalty: 6265.570801
	Iteration 17Q: 3 clusters Score -3.665794e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 301827 members 
Entering Unmasked Estep 
Score: -36658232.000000 Penalty: 6265.570801
	Iteration 18Q: 3 clusters Score -3.665823e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 302858 members 
Entering Unmasked Estep 
Score: -36658136.000000 Penalty: 6265.570801
	Iteration 19Q: 3 clusters Score -3.665814e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 303575 members 
Entering Unmasked Estep 
Score: -36657964.000000 Penalty: 6265.570801
	Iteration 20F: 3 clusters Score -3.665796e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 304077 members 
Entering Unmasked Estep 
Score: -36657996.000000 Penalty: 6265.570801
	Iteration 21Q: 3 clusters Score -3.6658e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 304405 members 
Entering Unmasked Estep 
Score: -36657984.000000 Penalty: 6265.570801
	Iteration 22Q: 3 clusters Score -3.665798e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 304626 members 
Entering Unmasked Estep 
Score: -36658040.000000 Penalty: 6265.570801
	Iteration 23Q: 3 clusters Score -3.665804e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 304799 members 
Entering Unmasked Estep 
Score: -36658048.000000 Penalty: 6265.570801
	Iteration 24Q: 3 clusters Score -3.665805e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 304945 members 
Entering Unmasked Estep 
Score: -36658044.000000 Penalty: 6265.570801
	Iteration 25Q: 3 clusters Score -3.665804e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 305056 members 
Entering Unmasked Estep 
Score: -36658104.000000 Penalty: 6265.570801
	Iteration 26Q: 3 clusters Score -3.66581e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 305136 members 
Entering Unmasked Estep 
Score: -36658132.000000 Penalty: 6265.570801
	Iteration 27Q: 3 clusters Score -3.665813e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 305188 members 
Entering Unmasked Estep 
Score: -36658144.000000 Penalty: 6265.570801
	Iteration 28Q: 3 clusters Score -3.665814e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 305222 members 
Entering Unmasked Estep 
Score: -36658128.000000 Penalty: 6265.570801
	Iteration 29Q: 3 clusters Score -3.665813e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 305236 members 
Entering Unmasked Estep 
Score: -36658124.000000 Penalty: 6265.570801
	Iteration 30Q: 3 clusters Score -3.665812e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 305251 members 
Entering Unmasked Estep 
Score: -36658124.000000 Penalty: 6265.570801
	Iteration 31Q: 3 clusters Score -3.665812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 305271 members 
Entering Unmasked Estep 
Score: -36658124.000000 Penalty: 6265.570801
	Iteration 32Q: 3 clusters Score -3.665812e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 305283 members 
Entering Unmasked Estep 
Score: -36658108.000000 Penalty: 6265.570801
	Iteration 33Q: 3 clusters Score -3.665811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 305304 members 
Entering Unmasked Estep 
Score: -36658112.000000 Penalty: 6265.570801
	Iteration 34Q: 3 clusters Score -3.665811e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 305324 members 
Entering Unmasked Estep 
Score: -36658092.000000 Penalty: 6265.570801
	Iteration 35Q: 3 clusters Score -3.665809e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 305345 members 
Entering Unmasked Estep 
Score: -36658116.000000 Penalty: 6265.570801
	Iteration 36Q: 3 clusters Score -3.665812e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 305359 members 
Entering Unmasked Estep 
Score: -36658092.000000 Penalty: 6265.570801
	Iteration 37Q: 3 clusters Score -3.665809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 305364 members 
Entering Unmasked Estep 
Score: -36658112.000000 Penalty: 6265.570801
	Iteration 38Q: 3 clusters Score -3.665811e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 305377 members 
Entering Unmasked Estep 
Score: -36658148.000000 Penalty: 6265.570801
	Iteration 39Q: 3 clusters Score -3.665815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 305391 members 
Entering Unmasked Estep 
Score: -36658132.000000 Penalty: 6265.570801
	Iteration 40F: 3 clusters Score -3.665813e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 305400 members 
Entering Unmasked Estep 
Score: -36658128.000000 Penalty: 6265.570801
	Iteration 41Q: 3 clusters Score -3.665813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 305403 members 
Entering Unmasked Estep 
Score: -36658128.000000 Penalty: 6265.570801
	Iteration 42Q: 3 clusters Score -3.665813e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 305405 members 
Entering Unmasked Estep 
Score: -36658148.000000 Penalty: 6265.570801
	Iteration 43Q: 3 clusters Score -3.665815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 305407 members 
Entering Unmasked Estep 
Score: -36658128.000000 Penalty: 6265.570801
	Iteration 44Q: 3 clusters Score -3.665813e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 305414 members 
Entering Unmasked Estep 
Score: -36658136.000000 Penalty: 6265.570801
	Iteration 45Q: 3 clusters Score -3.665814e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 305415 members 
Entering Unmasked Estep 
Score: -36658148.000000 Penalty: 6265.570801
	Iteration 46Q: 3 clusters Score -3.665815e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 305416 members 
Entering Unmasked Estep 
Score: -36658152.000000 Penalty: 6265.570801
	Iteration 47Q: 3 clusters Score -3.665815e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 305416 members 
Entering Unmasked Estep 
Score: -36658152.000000 Penalty: 6265.570801
	Iteration 48F: 3 clusters Score -3.665815e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Entering Unmasked Estep 
Score: -2321644.000000 Penalty: 2446.663330
	Iteration 0F: 2 clusters Score -2321644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2308057.250000 Penalty: 4893.326660
	Iteration 0F: 3 clusters Score -2308057 nChanged 8447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2312659.500000 Penalty: 4893.326660
	Iteration 1F: 3 clusters Score -2312660 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2313031.250000 Penalty: 4893.326660
	Iteration 2F: 3 clusters Score -2313031 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2313364.750000 Penalty: 4893.326660
	Iteration 3Q: 3 clusters Score -2313365 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2313715.750000 Penalty: 4893.326660
	Iteration 4Q: 3 clusters Score -2313716 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2314090.750000 Penalty: 4893.326660
	Iteration 5Q: 3 clusters Score -2314091 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -2314540.500000 Penalty: 4893.326660
	Iteration 6Q: 3 clusters Score -2314540 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2315057.750000 Penalty: 4893.326660
	Iteration 7Q: 3 clusters Score -2315058 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2315576.250000 Penalty: 4893.326660
	Iteration 8F: 3 clusters Score -2315576 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2316045.750000 Penalty: 4893.326660
	Iteration 9Q: 3 clusters Score -2316046 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2316468.500000 Penalty: 4893.326660
	Iteration 10Q: 3 clusters Score -2316468 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -2316854.500000 Penalty: 4893.326660
	Iteration 11Q: 3 clusters Score -2316854 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2317206.500000 Penalty: 4893.326660
	Iteration 12Q: 3 clusters Score -2317206 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2317547.250000 Penalty: 4893.326660
	Iteration 13Q: 3 clusters Score -2317547 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -2317898.000000 Penalty: 4893.326660
	Iteration 14Q: 3 clusters Score -2317898 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -2318237.500000 Penalty: 4893.326660
	Iteration 15Q: 3 clusters Score -2318238 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -2318511.500000 Penalty: 4893.326660
	Iteration 16Q: 3 clusters Score -2318512 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2318743.000000 Penalty: 4893.326660
	Iteration 17Q: 3 clusters Score -2318743 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2318948.000000 Penalty: 4893.326660
	Iteration 18Q: 3 clusters Score -2318948 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -2319132.500000 Penalty: 4893.326660
	Iteration 19Q: 3 clusters Score -2319132 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2319308.500000 Penalty: 4893.326660
	Iteration 20F: 3 clusters Score -2319308 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2319447.500000 Penalty: 4893.326660
	Iteration 21Q: 3 clusters Score -2319448 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2319561.000000 Penalty: 4893.326660
	Iteration 22Q: 3 clusters Score -2319561 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2319648.500000 Penalty: 4893.326660
	Iteration 23Q: 3 clusters Score -2319648 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2319709.250000 Penalty: 4893.326660
	Iteration 24Q: 3 clusters Score -2319709 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2319761.750000 Penalty: 4893.326660
	Iteration 25Q: 3 clusters Score -2319762 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2319788.500000 Penalty: 4893.326660
	Iteration 26Q: 3 clusters Score -2319788 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -2319812.250000 Penalty: 4893.326660
	Iteration 27Q: 3 clusters Score -2319812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2319823.250000 Penalty: 4893.326660
	Iteration 28Q: 3 clusters Score -2319823 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2319835.250000 Penalty: 4893.326660
	Iteration 29Q: 3 clusters Score -2319835 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -2319839.500000 Penalty: 4893.326660
	Iteration 30Q: 3 clusters Score -2319840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2319842.250000 Penalty: 4893.326660
	Iteration 31Q: 3 clusters Score -2319842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -2319844.500000 Penalty: 4893.326660
	Iteration 32Q: 3 clusters Score -2319844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -2319846.500000 Penalty: 4893.326660
	Iteration 33Q: 3 clusters Score -2319846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2319852.250000 Penalty: 4893.326660
	Iteration 34Q: 3 clusters Score -2319852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2319854.500000 Penalty: 4893.326660
	Iteration 35Q: 3 clusters Score -2319854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2319856.500000 Penalty: 4893.326660
	Iteration 36Q: 3 clusters Score -2319856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2319852.750000 Penalty: 4893.326660
	Iteration 37Q: 3 clusters Score -2319853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2319852.750000 Penalty: 4893.326660
	Iteration 38F: 3 clusters Score -2319853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Entering Unmasked Estep 
Score: -464017.250000 Penalty: 2041.777100
	Iteration 0F: 2 clusters Score -464017.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -460285.656250 Penalty: 4083.554199
	Iteration 0F: 3 clusters Score -460285.7 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -461044.750000 Penalty: 4083.554199
	Iteration 1F: 3 clusters Score -461044.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -461182.625000 Penalty: 4083.554199
	Iteration 2F: 3 clusters Score -461182.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -461266.156250 Penalty: 4083.554199
	Iteration 3Q: 3 clusters Score -461266.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -461326.156250 Penalty: 4083.554199
	Iteration 4Q: 3 clusters Score -461326.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -461376.218750 Penalty: 4083.554199
	Iteration 5Q: 3 clusters Score -461376.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -461408.875000 Penalty: 4083.554199
	Iteration 6Q: 3 clusters Score -461408.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -461431.312500 Penalty: 4083.554199
	Iteration 7Q: 3 clusters Score -461431.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -461450.000000 Penalty: 4083.554199
	Iteration 8Q: 3 clusters Score -461450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -461463.843750 Penalty: 4083.554199
	Iteration 9Q: 3 clusters Score -461463.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -461472.656250 Penalty: 4083.554199
	Iteration 10Q: 3 clusters Score -461472.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -461480.468750 Penalty: 4083.554199
	Iteration 11Q: 3 clusters Score -461480.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -461487.968750 Penalty: 4083.554199
	Iteration 12Q: 3 clusters Score -461488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -461491.812500 Penalty: 4083.554199
	Iteration 13Q: 3 clusters Score -461491.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -461494.406250 Penalty: 4083.554199
	Iteration 14Q: 3 clusters Score -461494.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -461499.843750 Penalty: 4083.554199
	Iteration 15Q: 3 clusters Score -461499.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -461503.843750 Penalty: 4083.554199
	Iteration 16Q: 3 clusters Score -461503.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -461506.562500 Penalty: 4083.554199
	Iteration 17Q: 3 clusters Score -461506.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -461511.437500 Penalty: 4083.554199
	Iteration 18Q: 3 clusters Score -461511.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -461515.750000 Penalty: 4083.554199
	Iteration 19Q: 3 clusters Score -461515.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -461519.125000 Penalty: 4083.554199
	Iteration 20F: 3 clusters Score -461519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -461523.750000 Penalty: 4083.554199
	Iteration 21Q: 3 clusters Score -461523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -461526.187500 Penalty: 4083.554199
	Iteration 22Q: 3 clusters Score -461526.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -461526.906250 Penalty: 4083.554199
	Iteration 23Q: 3 clusters Score -461526.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -461528.375000 Penalty: 4083.554199
	Iteration 24Q: 3 clusters Score -461528.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -461530.343750 Penalty: 4083.554199
	Iteration 25Q: 3 clusters Score -461530.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -461532.343750 Penalty: 4083.554199
	Iteration 26Q: 3 clusters Score -461532.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -461532.718750 Penalty: 4083.554199
	Iteration 27Q: 3 clusters Score -461532.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -461533.625000 Penalty: 4083.554199
	Iteration 28Q: 3 clusters Score -461533.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -461533.625000 Penalty: 4083.554199
	Iteration 29F: 3 clusters Score -461533.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (51350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51350 members 
Entering Unmasked Estep 
Score: -5984014.500000 Penalty: 2689.912109
	Iteration 0F: 2 clusters Score -5984014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25764 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -5949295.500000 Penalty: 5379.824219
	Iteration 0F: 3 clusters Score -5949296 nChanged 23835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26441 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -5962487.000000 Penalty: 5379.824219
	Iteration 1F: 3 clusters Score -5962487 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -5963523.500000 Penalty: 5379.824219
	Iteration 2Q: 3 clusters Score -5963524 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -5965364.500000 Penalty: 5379.824219
	Iteration 3F: 3 clusters Score -5965364 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -5968330.500000 Penalty: 5379.824219
	Iteration 4F: 3 clusters Score -5968330 nChanged 4611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32878 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -5971986.500000 Penalty: 5379.824219
	Iteration 5F: 3 clusters Score -5971986 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -5975813.000000 Penalty: 5379.824219
	Iteration 6F: 3 clusters Score -5975813 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -5978809.500000 Penalty: 5379.824219
	Iteration 7F: 3 clusters Score -5978810 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41955 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -5980778.500000 Penalty: 5379.824219
	Iteration 8F: 3 clusters Score -5980778 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -5982022.000000 Penalty: 5379.824219
	Iteration 9Q: 3 clusters Score -5982022 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45124 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -5983079.000000 Penalty: 5379.824219
	Iteration 10Q: 3 clusters Score -5983079 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -5983958.500000 Penalty: 5379.824219
	Iteration 11Q: 3 clusters Score -5983958 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46820 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5984420.500000 Penalty: 5379.824219
	Iteration 12Q: 3 clusters Score -5984420 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47258 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -5984597.000000 Penalty: 5379.824219
	Iteration 13Q: 3 clusters Score -5984597 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47591 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5984705.000000 Penalty: 5379.824219
	Iteration 14Q: 3 clusters Score -5984705 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47821 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5984784.500000 Penalty: 5379.824219
	Iteration 15Q: 3 clusters Score -5984784 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -5984847.500000 Penalty: 5379.824219
	Iteration 16Q: 3 clusters Score -5984848 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48171 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -5984880.500000 Penalty: 5379.824219
	Iteration 17Q: 3 clusters Score -5984880 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -5984902.000000 Penalty: 5379.824219
	Iteration 18Q: 3 clusters Score -5984902 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48388 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -5984944.500000 Penalty: 5379.824219
	Iteration 19Q: 3 clusters Score -5984944 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48463 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -5984977.500000 Penalty: 5379.824219
	Iteration 20F: 3 clusters Score -5984978 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -5985012.000000 Penalty: 5379.824219
	Iteration 21Q: 3 clusters Score -5985012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -5985021.000000 Penalty: 5379.824219
	Iteration 22Q: 3 clusters Score -5985021 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -5985035.000000 Penalty: 5379.824219
	Iteration 23Q: 3 clusters Score -5985035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5985043.000000 Penalty: 5379.824219
	Iteration 24Q: 3 clusters Score -5985043 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -5985063.000000 Penalty: 5379.824219
	Iteration 25Q: 3 clusters Score -5985063 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48683 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -5985049.000000 Penalty: 5379.824219
	Iteration 26Q: 3 clusters Score -5985049 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -5985062.000000 Penalty: 5379.824219
	Iteration 27Q: 3 clusters Score -5985062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48717 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -5985079.000000 Penalty: 5379.824219
	Iteration 28Q: 3 clusters Score -5985079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48726 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5985086.000000 Penalty: 5379.824219
	Iteration 29Q: 3 clusters Score -5985086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48736 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -5985083.000000 Penalty: 5379.824219
	Iteration 30Q: 3 clusters Score -5985083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48746 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -5985085.000000 Penalty: 5379.824219
	Iteration 31Q: 3 clusters Score -5985085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5985089.500000 Penalty: 5379.824219
	Iteration 32Q: 3 clusters Score -5985090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5985089.500000 Penalty: 5379.824219
	Iteration 33Q: 3 clusters Score -5985090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48750 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -5985085.500000 Penalty: 5379.824219
	Iteration 34Q: 3 clusters Score -5985086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5985080.500000 Penalty: 5379.824219
	Iteration 35Q: 3 clusters Score -5985080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48751 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5985078.500000 Penalty: 5379.824219
	Iteration 36Q: 3 clusters Score -5985078 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5985082.000000 Penalty: 5379.824219
	Iteration 37Q: 3 clusters Score -5985082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -5985082.000000 Penalty: 5379.824219
	Iteration 38F: 3 clusters Score -5985082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 3 contains 118942 members 
Mstep: Class 4 contains 306263 members 
Mstep: Class 7 contains 19256 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 12 contains 48753 members 
Mstep: Class 14 contains 15550 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 21 contains 164452 members 
Mstep: Class 22 contains 2253 members 
Entering Unmasked Estep 
Score: -81073576.000000 Penalty: 33322.019531
Splitting cluster 12 changes total score from -81071096.000000 to -81073576.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 14 (15550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Entering Unmasked Estep 
Score: -1917858.375000 Penalty: 2393.650391
	Iteration 0F: 2 clusters Score -1917858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1906751.625000 Penalty: 4787.300781
	Iteration 0F: 3 clusters Score -1906752 nChanged 6651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1910156.875000 Penalty: 4787.300781
	Iteration 1F: 3 clusters Score -1910157 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1910482.000000 Penalty: 4787.300781
	Iteration 2F: 3 clusters Score -1910482 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -1910730.375000 Penalty: 4787.300781
	Iteration 3Q: 3 clusters Score -1910730 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -1910915.250000 Penalty: 4787.300781
	Iteration 4Q: 3 clusters Score -1910915 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1911095.125000 Penalty: 4787.300781
	Iteration 5Q: 3 clusters Score -1911095 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1911235.875000 Penalty: 4787.300781
	Iteration 6Q: 3 clusters Score -1911236 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1911396.375000 Penalty: 4787.300781
	Iteration 7Q: 3 clusters Score -1911396 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1911553.750000 Penalty: 4787.300781
	Iteration 8Q: 3 clusters Score -1911554 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1911726.375000 Penalty: 4787.300781
	Iteration 9Q: 3 clusters Score -1911726 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -1911914.250000 Penalty: 4787.300781
	Iteration 10Q: 3 clusters Score -1911914 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1912140.875000 Penalty: 4787.300781
	Iteration 11Q: 3 clusters Score -1912141 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -1912506.125000 Penalty: 4787.300781
	Iteration 12Q: 3 clusters Score -1912506 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1912978.875000 Penalty: 4787.300781
	Iteration 13Q: 3 clusters Score -1912979 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1913510.625000 Penalty: 4787.300781
	Iteration 14Q: 3 clusters Score -1913511 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1913993.625000 Penalty: 4787.300781
	Iteration 15Q: 3 clusters Score -1913994 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1914354.500000 Penalty: 4787.300781
	Iteration 16Q: 3 clusters Score -1914354 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1914540.000000 Penalty: 4787.300781
	Iteration 17Q: 3 clusters Score -1914540 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1914642.625000 Penalty: 4787.300781
	Iteration 18Q: 3 clusters Score -1914643 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1914709.625000 Penalty: 4787.300781
	Iteration 19Q: 3 clusters Score -1914710 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1914758.625000 Penalty: 4787.300781
	Iteration 20F: 3 clusters Score -1914759 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1914792.875000 Penalty: 4787.300781
	Iteration 21Q: 3 clusters Score -1914793 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1914821.500000 Penalty: 4787.300781
	Iteration 22Q: 3 clusters Score -1914822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -1914836.500000 Penalty: 4787.300781
	Iteration 23Q: 3 clusters Score -1914836 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -1914854.750000 Penalty: 4787.300781
	Iteration 24Q: 3 clusters Score -1914855 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1914862.750000 Penalty: 4787.300781
	Iteration 25Q: 3 clusters Score -1914863 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1914873.875000 Penalty: 4787.300781
	Iteration 26Q: 3 clusters Score -1914874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -1914880.750000 Penalty: 4787.300781
	Iteration 27Q: 3 clusters Score -1914881 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -1914892.500000 Penalty: 4787.300781
	Iteration 28Q: 3 clusters Score -1914892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1914883.375000 Penalty: 4787.300781
	Iteration 29Q: 3 clusters Score -1914883 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1914892.000000 Penalty: 4787.300781
	Iteration 30Q: 3 clusters Score -1914892 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1914893.500000 Penalty: 4787.300781
	Iteration 31Q: 3 clusters Score -1914894 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1914899.375000 Penalty: 4787.300781
	Iteration 32Q: 3 clusters Score -1914899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1914905.750000 Penalty: 4787.300781
	Iteration 33Q: 3 clusters Score -1914906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -1914901.625000 Penalty: 4787.300781
	Iteration 34Q: 3 clusters Score -1914902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1914898.750000 Penalty: 4787.300781
	Iteration 35Q: 3 clusters Score -1914899 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -1914902.625000 Penalty: 4787.300781
	Iteration 36Q: 3 clusters Score -1914903 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1914902.500000 Penalty: 4787.300781
	Iteration 37Q: 3 clusters Score -1914902 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1914908.750000 Penalty: 4787.300781
	Iteration 38Q: 3 clusters Score -1914909 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -1914910.625000 Penalty: 4787.300781
	Iteration 39Q: 3 clusters Score -1914911 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -1914909.750000 Penalty: 4787.300781
	Iteration 40F: 3 clusters Score -1914910 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1914913.000000 Penalty: 4787.300781
	Iteration 41Q: 3 clusters Score -1914913 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1914911.875000 Penalty: 4787.300781
	Iteration 42Q: 3 clusters Score -1914912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -1914912.250000 Penalty: 4787.300781
	Iteration 43Q: 3 clusters Score -1914912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 9102 members 
Entering Unmasked Estep 
Score: -1914913.250000 Penalty: 4787.300781
	Iteration 44Q: 3 clusters Score -1914913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6442 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1914916.000000 Penalty: 4787.300781
	Iteration 45Q: 3 clusters Score -1914916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1914916.000000 Penalty: 4787.300781
	Iteration 46Q: 3 clusters Score -1914916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1914917.250000 Penalty: 4787.300781
	Iteration 47Q: 3 clusters Score -1914917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1914918.500000 Penalty: 4787.300781
	Iteration 48Q: 3 clusters Score -1914918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1914920.625000 Penalty: 4787.300781
	Iteration 49Q: 3 clusters Score -1914921 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1914920.250000 Penalty: 4787.300781
	Iteration 50Q: 3 clusters Score -1914920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1914920.250000 Penalty: 4787.300781
	Iteration 51Q: 3 clusters Score -1914920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1914920.750000 Penalty: 4787.300781
	Iteration 52Q: 3 clusters Score -1914921 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -1914922.625000 Penalty: 4787.300781
	Iteration 53Q: 3 clusters Score -1914923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1914926.750000 Penalty: 4787.300781
	Iteration 54Q: 3 clusters Score -1914927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -1914927.750000 Penalty: 4787.300781
	Iteration 55Q: 3 clusters Score -1914928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -1914927.500000 Penalty: 4787.300781
	Iteration 56Q: 3 clusters Score -1914928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1914927.000000 Penalty: 4787.300781
	Iteration 57Q: 3 clusters Score -1914927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1914926.000000 Penalty: 4787.300781
	Iteration 58Q: 3 clusters Score -1914926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1914923.375000 Penalty: 4787.300781
	Iteration 59Q: 3 clusters Score -1914923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1914923.250000 Penalty: 4787.300781
	Iteration 60F: 3 clusters Score -1914923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1914923.500000 Penalty: 4787.300781
	Iteration 61Q: 3 clusters Score -1914924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1914925.625000 Penalty: 4787.300781
	Iteration 62Q: 3 clusters Score -1914926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1914924.125000 Penalty: 4787.300781
	Iteration 63Q: 3 clusters Score -1914924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -1914926.125000 Penalty: 4787.300781
	Iteration 64Q: 3 clusters Score -1914926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1914925.250000 Penalty: 4787.300781
	Iteration 65Q: 3 clusters Score -1914925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1914923.625000 Penalty: 4787.300781
	Iteration 66Q: 3 clusters Score -1914924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1914923.625000 Penalty: 4787.300781
	Iteration 67F: 3 clusters Score -1914924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -301494.500000 Penalty: 1946.341919
	Iteration 0F: 2 clusters Score -301494.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -298484.312500 Penalty: 3892.683838
	Iteration 0F: 3 clusters Score -298484.3 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -299060.312500 Penalty: 3892.683838
	Iteration 1F: 3 clusters Score -299060.3 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -299198.937500 Penalty: 3892.683838
	Iteration 2F: 3 clusters Score -299198.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -299272.468750 Penalty: 3892.683838
	Iteration 3Q: 3 clusters Score -299272.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -299321.031250 Penalty: 3892.683838
	Iteration 4Q: 3 clusters Score -299321 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -299351.718750 Penalty: 3892.683838
	Iteration 5Q: 3 clusters Score -299351.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -299377.843750 Penalty: 3892.683838
	Iteration 6Q: 3 clusters Score -299377.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -299403.781250 Penalty: 3892.683838
	Iteration 7Q: 3 clusters Score -299403.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -299429.468750 Penalty: 3892.683838
	Iteration 8Q: 3 clusters Score -299429.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -299447.687500 Penalty: 3892.683838
	Iteration 9Q: 3 clusters Score -299447.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -299461.250000 Penalty: 3892.683838
	Iteration 10Q: 3 clusters Score -299461.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -299470.062500 Penalty: 3892.683838
	Iteration 11Q: 3 clusters Score -299470.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -299475.968750 Penalty: 3892.683838
	Iteration 12Q: 3 clusters Score -299476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -299481.812500 Penalty: 3892.683838
	Iteration 13Q: 3 clusters Score -299481.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -299492.437500 Penalty: 3892.683838
	Iteration 14Q: 3 clusters Score -299492.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -299501.812500 Penalty: 3892.683838
	Iteration 15Q: 3 clusters Score -299501.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -299510.500000 Penalty: 3892.683838
	Iteration 16Q: 3 clusters Score -299510.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -299519.093750 Penalty: 3892.683838
	Iteration 17Q: 3 clusters Score -299519.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -299525.531250 Penalty: 3892.683838
	Iteration 18Q: 3 clusters Score -299525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -299529.218750 Penalty: 3892.683838
	Iteration 19Q: 3 clusters Score -299529.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -299532.125000 Penalty: 3892.683838
	Iteration 20F: 3 clusters Score -299532.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299535.000000 Penalty: 3892.683838
	Iteration 21Q: 3 clusters Score -299535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -299538.187500 Penalty: 3892.683838
	Iteration 22Q: 3 clusters Score -299538.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -299542.281250 Penalty: 3892.683838
	Iteration 23Q: 3 clusters Score -299542.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -299547.750000 Penalty: 3892.683838
	Iteration 24Q: 3 clusters Score -299547.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -299551.406250 Penalty: 3892.683838
	Iteration 25Q: 3 clusters Score -299551.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -299555.406250 Penalty: 3892.683838
	Iteration 26Q: 3 clusters Score -299555.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -299558.531250 Penalty: 3892.683838
	Iteration 27Q: 3 clusters Score -299558.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -299561.312500 Penalty: 3892.683838
	Iteration 28Q: 3 clusters Score -299561.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -299562.562500 Penalty: 3892.683838
	Iteration 29Q: 3 clusters Score -299562.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -299563.625000 Penalty: 3892.683838
	Iteration 30Q: 3 clusters Score -299563.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -299564.687500 Penalty: 3892.683838
	Iteration 31Q: 3 clusters Score -299564.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -299565.531250 Penalty: 3892.683838
	Iteration 32Q: 3 clusters Score -299565.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -299566.093750 Penalty: 3892.683838
	Iteration 33Q: 3 clusters Score -299566.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -299567.093750 Penalty: 3892.683838
	Iteration 34Q: 3 clusters Score -299567.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -299567.093750 Penalty: 3892.683838
	Iteration 35F: 3 clusters Score -299567.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (164452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164452 members 
Entering Unmasked Estep 
Score: -19751760.000000 Penalty: 2978.572754
	Iteration 0F: 2 clusters Score -1.975176e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81650 members 
Mstep: Class 2 contains 82802 members 
Entering Unmasked Estep 
Score: -19644172.000000 Penalty: 5957.145508
	Iteration 0F: 3 clusters Score -1.964417e+07 nChanged 78798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71014 members 
Mstep: Class 2 contains 93438 members 
Entering Unmasked Estep 
Score: -19693152.000000 Penalty: 5957.145508
	Iteration 1F: 3 clusters Score -1.969315e+07 nChanged 9835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64259 members 
Mstep: Class 2 contains 100193 members 
Entering Unmasked Estep 
Score: -19698730.000000 Penalty: 5957.145508
	Iteration 2F: 3 clusters Score -1.969873e+07 nChanged 12975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 109910 members 
Entering Unmasked Estep 
Score: -19708212.000000 Penalty: 5957.145508
	Iteration 3F: 3 clusters Score -1.970821e+07 nChanged 14870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42586 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -19720904.000000 Penalty: 5957.145508
	Iteration 4F: 3 clusters Score -1.97209e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31348 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -19734254.000000 Penalty: 5957.145508
	Iteration 5F: 3 clusters Score -1.973425e+07 nChanged 9090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24016 members 
Mstep: Class 2 contains 140436 members 
Entering Unmasked Estep 
Score: -19743962.000000 Penalty: 5957.145508
	Iteration 6F: 3 clusters Score -1.974396e+07 nChanged 5271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20547 members 
Mstep: Class 2 contains 143905 members 
Entering Unmasked Estep 
Score: -19748530.000000 Penalty: 5957.145508
	Iteration 7Q: 3 clusters Score -1.974853e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 145852 members 
Entering Unmasked Estep 
Score: -19750088.000000 Penalty: 5957.145508
	Iteration 8Q: 3 clusters Score -1.975009e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 147383 members 
Entering Unmasked Estep 
Score: -19750802.000000 Penalty: 5957.145508
	Iteration 9Q: 3 clusters Score -1.97508e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 148760 members 
Entering Unmasked Estep 
Score: -19751214.000000 Penalty: 5957.145508
	Iteration 10Q: 3 clusters Score -1.975121e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 150069 members 
Entering Unmasked Estep 
Score: -19751588.000000 Penalty: 5957.145508
	Iteration 11Q: 3 clusters Score -1.975159e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 151309 members 
Entering Unmasked Estep 
Score: -19751936.000000 Penalty: 5957.145508
	Iteration 12Q: 3 clusters Score -1.975194e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11993 members 
Mstep: Class 2 contains 152459 members 
Entering Unmasked Estep 
Score: -19752120.000000 Penalty: 5957.145508
	Iteration 13Q: 3 clusters Score -1.975212e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 153482 members 
Entering Unmasked Estep 
Score: -19752208.000000 Penalty: 5957.145508
	Iteration 14Q: 3 clusters Score -1.975221e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 154390 members 
Entering Unmasked Estep 
Score: -19752324.000000 Penalty: 5957.145508
	Iteration 15Q: 3 clusters Score -1.975232e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 155203 members 
Entering Unmasked Estep 
Score: -19752350.000000 Penalty: 5957.145508
	Iteration 16Q: 3 clusters Score -1.975235e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 155926 members 
Entering Unmasked Estep 
Score: -19752390.000000 Penalty: 5957.145508
	Iteration 17Q: 3 clusters Score -1.975239e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 156565 members 
Entering Unmasked Estep 
Score: -19752266.000000 Penalty: 5957.145508
	Iteration 18Q: 3 clusters Score -1.975227e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 157109 members 
Entering Unmasked Estep 
Score: -19752208.000000 Penalty: 5957.145508
	Iteration 19Q: 3 clusters Score -1.975221e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 157598 members 
Entering Unmasked Estep 
Score: -19752242.000000 Penalty: 5957.145508
	Iteration 20F: 3 clusters Score -1.975224e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 158026 members 
Entering Unmasked Estep 
Score: -19752238.000000 Penalty: 5957.145508
	Iteration 21Q: 3 clusters Score -1.975224e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 158407 members 
Entering Unmasked Estep 
Score: -19752150.000000 Penalty: 5957.145508
	Iteration 22Q: 3 clusters Score -1.975215e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 158755 members 
Entering Unmasked Estep 
Score: -19752130.000000 Penalty: 5957.145508
	Iteration 23Q: 3 clusters Score -1.975213e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 159039 members 
Entering Unmasked Estep 
Score: -19752070.000000 Penalty: 5957.145508
	Iteration 24Q: 3 clusters Score -1.975207e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 159267 members 
Entering Unmasked Estep 
Score: -19752006.000000 Penalty: 5957.145508
	Iteration 25Q: 3 clusters Score -1.975201e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 159450 members 
Entering Unmasked Estep 
Score: -19751952.000000 Penalty: 5957.145508
	Iteration 26Q: 3 clusters Score -1.975195e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 159610 members 
Entering Unmasked Estep 
Score: -19751954.000000 Penalty: 5957.145508
	Iteration 27Q: 3 clusters Score -1.975195e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 159750 members 
Entering Unmasked Estep 
Score: -19751924.000000 Penalty: 5957.145508
	Iteration 28Q: 3 clusters Score -1.975192e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -19751914.000000 Penalty: 5957.145508
	Iteration 29Q: 3 clusters Score -1.975191e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 159993 members 
Entering Unmasked Estep 
Score: -19751882.000000 Penalty: 5957.145508
	Iteration 30Q: 3 clusters Score -1.975188e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 160107 members 
Entering Unmasked Estep 
Score: -19751864.000000 Penalty: 5957.145508
	Iteration 31Q: 3 clusters Score -1.975186e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 160211 members 
Entering Unmasked Estep 
Score: -19751822.000000 Penalty: 5957.145508
	Iteration 32Q: 3 clusters Score -1.975182e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 160290 members 
Entering Unmasked Estep 
Score: -19751798.000000 Penalty: 5957.145508
	Iteration 33Q: 3 clusters Score -1.97518e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 160351 members 
Entering Unmasked Estep 
Score: -19751786.000000 Penalty: 5957.145508
	Iteration 34Q: 3 clusters Score -1.975179e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 160424 members 
Entering Unmasked Estep 
Score: -19751770.000000 Penalty: 5957.145508
	Iteration 35Q: 3 clusters Score -1.975177e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 160481 members 
Entering Unmasked Estep 
Score: -19751754.000000 Penalty: 5957.145508
	Iteration 36Q: 3 clusters Score -1.975175e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 160526 members 
Entering Unmasked Estep 
Score: -19751718.000000 Penalty: 5957.145508
	Iteration 37Q: 3 clusters Score -1.975172e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 160564 members 
Entering Unmasked Estep 
Score: -19751734.000000 Penalty: 5957.145508
	Iteration 38Q: 3 clusters Score -1.975173e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 160594 members 
Entering Unmasked Estep 
Score: -19751716.000000 Penalty: 5957.145508
	Iteration 39Q: 3 clusters Score -1.975172e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 160621 members 
Entering Unmasked Estep 
Score: -19751714.000000 Penalty: 5957.145508
	Iteration 40F: 3 clusters Score -1.975171e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 160648 members 
Entering Unmasked Estep 
Score: -19751730.000000 Penalty: 5957.145508
	Iteration 41Q: 3 clusters Score -1.975173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 160683 members 
Entering Unmasked Estep 
Score: -19751736.000000 Penalty: 5957.145508
	Iteration 42Q: 3 clusters Score -1.975174e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 160734 members 
Entering Unmasked Estep 
Score: -19751742.000000 Penalty: 5957.145508
	Iteration 43Q: 3 clusters Score -1.975174e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 160793 members 
Entering Unmasked Estep 
Score: -19751718.000000 Penalty: 5957.145508
	Iteration 44Q: 3 clusters Score -1.975172e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 160849 members 
Entering Unmasked Estep 
Score: -19751682.000000 Penalty: 5957.145508
	Iteration 45Q: 3 clusters Score -1.975168e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 160893 members 
Entering Unmasked Estep 
Score: -19751720.000000 Penalty: 5957.145508
	Iteration 46Q: 3 clusters Score -1.975172e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 160938 members 
Entering Unmasked Estep 
Score: -19751708.000000 Penalty: 5957.145508
	Iteration 47Q: 3 clusters Score -1.975171e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 160972 members 
Entering Unmasked Estep 
Score: -19751720.000000 Penalty: 5957.145508
	Iteration 48Q: 3 clusters Score -1.975172e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 161012 members 
Entering Unmasked Estep 
Score: -19751722.000000 Penalty: 5957.145508
	Iteration 49Q: 3 clusters Score -1.975172e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 161040 members 
Entering Unmasked Estep 
Score: -19751728.000000 Penalty: 5957.145508
	Iteration 50Q: 3 clusters Score -1.975173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 161060 members 
Entering Unmasked Estep 
Score: -19751736.000000 Penalty: 5957.145508
	Iteration 51Q: 3 clusters Score -1.975174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 161078 members 
Entering Unmasked Estep 
Score: -19751736.000000 Penalty: 5957.145508
	Iteration 52Q: 3 clusters Score -1.975174e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 161103 members 
Entering Unmasked Estep 
Score: -19751734.000000 Penalty: 5957.145508
	Iteration 53Q: 3 clusters Score -1.975173e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 161119 members 
Entering Unmasked Estep 
Score: -19751750.000000 Penalty: 5957.145508
	Iteration 54Q: 3 clusters Score -1.975175e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 161132 members 
Entering Unmasked Estep 
Score: -19751756.000000 Penalty: 5957.145508
	Iteration 55Q: 3 clusters Score -1.975176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 161141 members 
Entering Unmasked Estep 
Score: -19751764.000000 Penalty: 5957.145508
	Iteration 56Q: 3 clusters Score -1.975176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 161155 members 
Entering Unmasked Estep 
Score: -19751772.000000 Penalty: 5957.145508
	Iteration 57Q: 3 clusters Score -1.975177e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 161171 members 
Entering Unmasked Estep 
Score: -19751770.000000 Penalty: 5957.145508
	Iteration 58Q: 3 clusters Score -1.975177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 161180 members 
Entering Unmasked Estep 
Score: -19751756.000000 Penalty: 5957.145508
	Iteration 59Q: 3 clusters Score -1.975176e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 161188 members 
Entering Unmasked Estep 
Score: -19751754.000000 Penalty: 5957.145508
	Iteration 60F: 3 clusters Score -1.975175e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -19751752.000000 Penalty: 5957.145508
	Iteration 61Q: 3 clusters Score -1.975175e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -19751752.000000 Penalty: 5957.145508
	Iteration 62F: 3 clusters Score -1.975175e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Entering Unmasked Estep 
Score: -243591.125000 Penalty: 1914.564453
	Iteration 0F: 2 clusters Score -243591.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -240990.593750 Penalty: 3829.128906
	Iteration 0F: 3 clusters Score -240990.6 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -241821.187500 Penalty: 3829.128906
	Iteration 1F: 3 clusters Score -241821.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -242262.500000 Penalty: 3829.128906
	Iteration 2F: 3 clusters Score -242262.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -242704.453125 Penalty: 3829.128906
	Iteration 3F: 3 clusters Score -242704.5 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -243179.359375 Penalty: 3829.128906
	Iteration 4F: 3 clusters Score -243179.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -243519.921875 Penalty: 3829.128906
	Iteration 5F: 3 clusters Score -243519.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -243684.484375 Penalty: 3829.128906
	Iteration 6Q: 3 clusters Score -243684.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -243771.656250 Penalty: 3829.128906
	Iteration 7Q: 3 clusters Score -243771.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -243816.250000 Penalty: 3829.128906
	Iteration 8Q: 3 clusters Score -243816.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -243841.687500 Penalty: 3829.128906
	Iteration 9Q: 3 clusters Score -243841.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -243853.953125 Penalty: 3829.128906
	Iteration 10Q: 3 clusters Score -243854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -243862.390625 Penalty: 3829.128906
	Iteration 11Q: 3 clusters Score -243862.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -243865.734375 Penalty: 3829.128906
	Iteration 12Q: 3 clusters Score -243865.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -243866.906250 Penalty: 3829.128906
	Iteration 13Q: 3 clusters Score -243866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -243867.890625 Penalty: 3829.128906
	Iteration 14Q: 3 clusters Score -243867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -243867.890625 Penalty: 3829.128906
	Iteration 15F: 3 clusters Score -243867.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 362 members 
Mstep: Class 3 contains 118942 members 
Mstep: Class 4 contains 306263 members 
Mstep: Class 7 contains 19256 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 12 contains 48753 members 
Mstep: Class 14 contains 15550 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 21 contains 164452 members 
Mstep: Class 22 contains 1891 members 
Entering Unmasked Estep 
Score: -81072464.000000 Penalty: 36654.218750
Splitting cluster 22 changes total score from -81071096.000000 to -81072464.000000
So it's getting split into cluster 2.
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 3 contains 118942 members 
Mstep: Class 4 contains 306263 members 
Mstep: Class 7 contains 19256 members 
Mstep: Class 10 contains 3763 members 
Mstep: Class 12 contains 48753 members 
Mstep: Class 14 contains 15550 members 
Mstep: Class 16 contains 2561 members 
Mstep: Class 21 contains 164452 members 
Mstep: Class 22 contains 1891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81073296.000000 Penalty: 36654.218750
Iteration 39Q: 12 clusters Score -8.10733e+07 nChanged 6968
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 120728 members 
Mstep: Class 4 contains 303719 members 
Mstep: Class 7 contains 19224 members 
Mstep: Class 10 contains 3755 members 
Mstep: Class 12 contains 49440 members 
Mstep: Class 14 contains 15482 members 
Mstep: Class 16 contains 2470 members 
Mstep: Class 21 contains 164519 members 
Mstep: Class 22 contains 2098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81077024.000000 Penalty: 36654.218750
Iteration 40F: 12 clusters Score -8.107702e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 366 members 
Mstep: Class 3 contains 122354 members 
Mstep: Class 4 contains 302947 members 
Mstep: Class 7 contains 19172 members 
Mstep: Class 10 contains 3758 members 
Mstep: Class 12 contains 49787 members 
Mstep: Class 14 contains 15497 members 
Mstep: Class 16 contains 2443 members 
Mstep: Class 21 contains 163256 members 
Mstep: Class 22 contains 2193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81078224.000000 Penalty: 36654.218750
Iteration 41Q: 12 clusters Score -8.107822e+07 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 357 members 
Mstep: Class 3 contains 123877 members 
Mstep: Class 4 contains 302151 members 
Mstep: Class 7 contains 19113 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 12 contains 49998 members 
Mstep: Class 14 contains 15498 members 
Mstep: Class 16 contains 2442 members 
Mstep: Class 21 contains 162307 members 
Mstep: Class 22 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81078864.000000 Penalty: 36654.218750
Iteration 42Q: 12 clusters Score -8.107886e+07 nChanged 5151
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 125287 members 
Mstep: Class 4 contains 301355 members 
Mstep: Class 7 contains 19045 members 
Mstep: Class 10 contains 3747 members 
Mstep: Class 12 contains 50107 members 
Mstep: Class 14 contains 15493 members 
Mstep: Class 16 contains 2433 members 
Mstep: Class 21 contains 161602 members 
Mstep: Class 22 contains 2281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81079952.000000 Penalty: 36654.218750
Iteration 43Q: 12 clusters Score -8.107995e+07 nChanged 4757
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 126643 members 
Mstep: Class 4 contains 300462 members 
Mstep: Class 7 contains 19007 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 12 contains 50145 members 
Mstep: Class 14 contains 15504 members 
Mstep: Class 16 contains 2426 members 
Mstep: Class 21 contains 161082 members 
Mstep: Class 22 contains 2302 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81080952.000000 Penalty: 36654.218750
Iteration 44Q: 12 clusters Score -8.108095e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 127806 members 
Mstep: Class 4 contains 299694 members 
Mstep: Class 7 contains 18976 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 12 contains 50198 members 
Mstep: Class 14 contains 15518 members 
Mstep: Class 16 contains 2408 members 
Mstep: Class 21 contains 160601 members 
Mstep: Class 22 contains 2325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81082056.000000 Penalty: 36654.218750
Iteration 45Q: 12 clusters Score -8.108206e+07 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 350 members 
Mstep: Class 3 contains 128920 members 
Mstep: Class 4 contains 298985 members 
Mstep: Class 7 contains 18938 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 12 contains 50249 members 
Mstep: Class 14 contains 15526 members 
Mstep: Class 16 contains 2384 members 
Mstep: Class 21 contains 160144 members 
Mstep: Class 22 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81082832.000000 Penalty: 36654.218750
Iteration 46Q: 12 clusters Score -8.108283e+07 nChanged 4003
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 351 members 
Mstep: Class 3 contains 130047 members 
Mstep: Class 4 contains 298227 members 
Mstep: Class 7 contains 18902 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 12 contains 50305 members 
Mstep: Class 14 contains 15502 members 
Mstep: Class 16 contains 2370 members 
Mstep: Class 21 contains 159754 members 
Mstep: Class 22 contains 2352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81083656.000000 Penalty: 36654.218750
Iteration 47Q: 12 clusters Score -8.108366e+07 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 131040 members 
Mstep: Class 4 contains 297569 members 
Mstep: Class 7 contains 18866 members 
Mstep: Class 10 contains 3757 members 
Mstep: Class 12 contains 50360 members 
Mstep: Class 14 contains 15467 members 
Mstep: Class 16 contains 2358 members 
Mstep: Class 21 contains 159442 members 
Mstep: Class 22 contains 2362 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81084696.000000 Penalty: 36654.218750
Iteration 48Q: 12 clusters Score -8.10847e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 131984 members 
Mstep: Class 4 contains 296957 members 
Mstep: Class 7 contains 18839 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 12 contains 50382 members 
Mstep: Class 14 contains 15448 members 
Mstep: Class 16 contains 2346 members 
Mstep: Class 21 contains 159127 members 
Mstep: Class 22 contains 2371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81085000.000000 Penalty: 36654.218750
Iteration 49Q: 12 clusters Score -8.1085e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 132863 members 
Mstep: Class 4 contains 296436 members 
Mstep: Class 7 contains 18813 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 12 contains 50411 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 16 contains 2334 members 
Mstep: Class 21 contains 158766 members 
Mstep: Class 22 contains 2377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81085584.000000 Penalty: 36654.218750
Iteration 50Q: 12 clusters Score -8.108558e+07 nChanged 3524
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 133677 members 
Mstep: Class 4 contains 295927 members 
Mstep: Class 7 contains 18803 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 12 contains 50430 members 
Mstep: Class 14 contains 15441 members 
Mstep: Class 16 contains 2326 members 
Mstep: Class 21 contains 158466 members 
Mstep: Class 22 contains 2387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81085872.000000 Penalty: 36654.218750
Iteration 51Q: 12 clusters Score -8.108587e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 134479 members 
Mstep: Class 4 contains 295293 members 
Mstep: Class 7 contains 18793 members 
Mstep: Class 10 contains 3707 members 
Mstep: Class 12 contains 50416 members 
Mstep: Class 14 contains 15441 members 
Mstep: Class 16 contains 2316 members 
Mstep: Class 21 contains 158320 members 
Mstep: Class 22 contains 2397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086040.000000 Penalty: 36654.218750
Iteration 52Q: 12 clusters Score -8.108604e+07 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 352 members 
Mstep: Class 3 contains 135224 members 
Mstep: Class 4 contains 294706 members 
Mstep: Class 7 contains 18782 members 
Mstep: Class 10 contains 3699 members 
Mstep: Class 12 contains 50379 members 
Mstep: Class 14 contains 15459 members 
Mstep: Class 16 contains 2306 members 
Mstep: Class 21 contains 158183 members 
Mstep: Class 22 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086328.000000 Penalty: 36654.218750
Iteration 53Q: 12 clusters Score -8.108633e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 135940 members 
Mstep: Class 4 contains 294038 members 
Mstep: Class 7 contains 18778 members 
Mstep: Class 10 contains 3689 members 
Mstep: Class 12 contains 50363 members 
Mstep: Class 14 contains 15477 members 
Mstep: Class 16 contains 2303 members 
Mstep: Class 21 contains 158132 members 
Mstep: Class 22 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81086856.000000 Penalty: 36654.218750
Iteration 54Q: 12 clusters Score -8.108686e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 136602 members 
Mstep: Class 4 contains 293362 members 
Mstep: Class 7 contains 18769 members 
Mstep: Class 10 contains 3692 members 
Mstep: Class 12 contains 50369 members 
Mstep: Class 14 contains 15476 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 158149 members 
Mstep: Class 22 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087200.000000 Penalty: 36654.218750
Iteration 55Q: 12 clusters Score -8.10872e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 137318 members 
Mstep: Class 4 contains 292620 members 
Mstep: Class 7 contains 18766 members 
Mstep: Class 10 contains 3678 members 
Mstep: Class 12 contains 50346 members 
Mstep: Class 14 contains 15462 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 21 contains 158227 members 
Mstep: Class 22 contains 2424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087288.000000 Penalty: 36654.218750
Iteration 56Q: 12 clusters Score -8.108729e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 138015 members 
Mstep: Class 4 contains 291858 members 
Mstep: Class 7 contains 18756 members 
Mstep: Class 10 contains 3679 members 
Mstep: Class 12 contains 50318 members 
Mstep: Class 14 contains 15448 members 
Mstep: Class 16 contains 2271 members 
Mstep: Class 21 contains 158334 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087424.000000 Penalty: 36654.218750
Iteration 57Q: 12 clusters Score -8.108742e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 138648 members 
Mstep: Class 4 contains 291154 members 
Mstep: Class 7 contains 18753 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 12 contains 50294 members 
Mstep: Class 14 contains 15456 members 
Mstep: Class 16 contains 2261 members 
Mstep: Class 21 contains 158427 members 
Mstep: Class 22 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087584.000000 Penalty: 36654.218750
Iteration 58Q: 12 clusters Score -8.108758e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 139353 members 
Mstep: Class 4 contains 290397 members 
Mstep: Class 7 contains 18750 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 12 contains 50282 members 
Mstep: Class 14 contains 15468 members 
Mstep: Class 16 contains 2258 members 
Mstep: Class 21 contains 158473 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087560.000000 Penalty: 36654.218750
Iteration 59Q: 12 clusters Score -8.108756e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 140033 members 
Mstep: Class 4 contains 289649 members 
Mstep: Class 7 contains 18749 members 
Mstep: Class 10 contains 3649 members 
Mstep: Class 12 contains 50276 members 
Mstep: Class 14 contains 15495 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 21 contains 158507 members 
Mstep: Class 22 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087488.000000 Penalty: 36654.218750
Iteration 60F: 12 clusters Score -8.108749e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 140742 members 
Mstep: Class 4 contains 288947 members 
Mstep: Class 7 contains 18744 members 
Mstep: Class 10 contains 3643 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15511 members 
Mstep: Class 16 contains 2251 members 
Mstep: Class 21 contains 158499 members 
Mstep: Class 22 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087304.000000 Penalty: 36654.218750
Iteration 61Q: 12 clusters Score -8.10873e+07 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 141556 members 
Mstep: Class 4 contains 288133 members 
Mstep: Class 7 contains 18723 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 12 contains 50239 members 
Mstep: Class 14 contains 15522 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 21 contains 158511 members 
Mstep: Class 22 contains 2450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087192.000000 Penalty: 36654.218750
Iteration 62Q: 12 clusters Score -8.108719e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 142548 members 
Mstep: Class 4 contains 287165 members 
Mstep: Class 7 contains 18706 members 
Mstep: Class 10 contains 3642 members 
Mstep: Class 12 contains 50237 members 
Mstep: Class 14 contains 15534 members 
Mstep: Class 16 contains 2255 members 
Mstep: Class 21 contains 158480 members 
Mstep: Class 22 contains 2449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087512.000000 Penalty: 36654.218750
Iteration 63Q: 12 clusters Score -8.108751e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 143737 members 
Mstep: Class 4 contains 285981 members 
Mstep: Class 7 contains 18681 members 
Mstep: Class 10 contains 3628 members 
Mstep: Class 12 contains 50256 members 
Mstep: Class 14 contains 15555 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 21 contains 158465 members 
Mstep: Class 22 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087552.000000 Penalty: 36654.218750
Iteration 64Q: 12 clusters Score -8.108755e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 145043 members 
Mstep: Class 4 contains 284630 members 
Mstep: Class 7 contains 18653 members 
Mstep: Class 10 contains 3641 members 
Mstep: Class 12 contains 50246 members 
Mstep: Class 14 contains 15582 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 21 contains 158501 members 
Mstep: Class 22 contains 2451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087456.000000 Penalty: 36654.218750
Iteration 65Q: 12 clusters Score -8.108746e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 146491 members 
Mstep: Class 4 contains 283042 members 
Mstep: Class 7 contains 18635 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15605 members 
Mstep: Class 16 contains 2250 members 
Mstep: Class 21 contains 158628 members 
Mstep: Class 22 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087624.000000 Penalty: 36654.218750
Iteration 66Q: 12 clusters Score -8.108762e+07 nChanged 3794
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 353 members 
Mstep: Class 3 contains 147985 members 
Mstep: Class 4 contains 281368 members 
Mstep: Class 7 contains 18618 members 
Mstep: Class 10 contains 3666 members 
Mstep: Class 12 contains 50214 members 
Mstep: Class 14 contains 15616 members 
Mstep: Class 16 contains 2252 members 
Mstep: Class 21 contains 158817 members 
Mstep: Class 22 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088496.000000 Penalty: 36654.218750
Iteration 67Q: 12 clusters Score -8.10885e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 355 members 
Mstep: Class 3 contains 149514 members 
Mstep: Class 4 contains 279809 members 
Mstep: Class 7 contains 18612 members 
Mstep: Class 10 contains 3669 members 
Mstep: Class 12 contains 50154 members 
Mstep: Class 14 contains 15620 members 
Mstep: Class 16 contains 2249 members 
Mstep: Class 21 contains 158907 members 
Mstep: Class 22 contains 2455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088984.000000 Penalty: 36654.218750
Iteration 68Q: 12 clusters Score -8.108898e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 357 members 
Mstep: Class 3 contains 151270 members 
Mstep: Class 4 contains 278115 members 
Mstep: Class 7 contains 18578 members 
Mstep: Class 10 contains 3662 members 
Mstep: Class 12 contains 50083 members 
Mstep: Class 14 contains 15628 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 21 contains 158944 members 
Mstep: Class 22 contains 2448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81089056.000000 Penalty: 36654.218750
Iteration 69Q: 12 clusters Score -8.108906e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 357 members 
Mstep: Class 3 contains 153270 members 
Mstep: Class 4 contains 276240 members 
Mstep: Class 7 contains 18574 members 
Mstep: Class 10 contains 3662 members 
Mstep: Class 12 contains 50004 members 
Mstep: Class 14 contains 15648 members 
Mstep: Class 16 contains 2254 members 
Mstep: Class 21 contains 158880 members 
Mstep: Class 22 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81088832.000000 Penalty: 36654.218750
Iteration 70Q: 12 clusters Score -8.108883e+07 nChanged 4616
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 357 members 
Mstep: Class 3 contains 155346 members 
Mstep: Class 4 contains 274397 members 
Mstep: Class 7 contains 18566 members 
Mstep: Class 10 contains 3647 members 
Mstep: Class 12 contains 49914 members 
Mstep: Class 14 contains 15669 members 
Mstep: Class 16 contains 2259 members 
Mstep: Class 21 contains 158731 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81089216.000000 Penalty: 36654.218750
Iteration 71Q: 12 clusters Score -8.108922e+07 nChanged 4725
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 157372 members 
Mstep: Class 4 contains 272554 members 
Mstep: Class 7 contains 18565 members 
Mstep: Class 10 contains 3640 members 
Mstep: Class 12 contains 49824 members 
Mstep: Class 14 contains 15692 members 
Mstep: Class 16 contains 2261 members 
Mstep: Class 21 contains 158621 members 
Mstep: Class 22 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81089568.000000 Penalty: 36654.218750
Iteration 72Q: 12 clusters Score -8.108957e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 159461 members 
Mstep: Class 4 contains 270703 members 
Mstep: Class 7 contains 18559 members 
Mstep: Class 10 contains 3624 members 
Mstep: Class 12 contains 49717 members 
Mstep: Class 14 contains 15681 members 
Mstep: Class 16 contains 2258 members 
Mstep: Class 21 contains 158522 members 
Mstep: Class 22 contains 2439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81089672.000000 Penalty: 36654.218750
Iteration 73Q: 12 clusters Score -8.108967e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 161262 members 
Mstep: Class 4 contains 269068 members 
Mstep: Class 7 contains 18557 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 12 contains 49604 members 
Mstep: Class 14 contains 15674 members 
Mstep: Class 16 contains 2260 members 
Mstep: Class 21 contains 158476 members 
Mstep: Class 22 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090288.000000 Penalty: 36654.218750
Iteration 74Q: 12 clusters Score -8.109029e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 162670 members 
Mstep: Class 4 contains 267630 members 
Mstep: Class 7 contains 18570 members 
Mstep: Class 10 contains 3616 members 
Mstep: Class 12 contains 49498 members 
Mstep: Class 14 contains 15672 members 
Mstep: Class 16 contains 2263 members 
Mstep: Class 21 contains 158607 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090128.000000 Penalty: 36654.218750
Iteration 75Q: 12 clusters Score -8.109013e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 163552 members 
Mstep: Class 4 contains 266430 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 10 contains 3633 members 
Mstep: Class 12 contains 49404 members 
Mstep: Class 14 contains 15682 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 21 contains 158946 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090472.000000 Penalty: 36654.218750
Iteration 76Q: 12 clusters Score -8.109047e+07 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 163869 members 
Mstep: Class 4 contains 265572 members 
Mstep: Class 7 contains 18656 members 
Mstep: Class 10 contains 3644 members 
Mstep: Class 12 contains 49310 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 16 contains 2269 members 
Mstep: Class 21 contains 159490 members 
Mstep: Class 22 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090672.000000 Penalty: 36654.218750
Iteration 77Q: 12 clusters Score -8.109067e+07 nChanged 4651
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 163678 members 
Mstep: Class 4 contains 264964 members 
Mstep: Class 7 contains 18705 members 
Mstep: Class 10 contains 3655 members 
Mstep: Class 12 contains 49248 members 
Mstep: Class 14 contains 15732 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 21 contains 160267 members 
Mstep: Class 22 contains 2437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090600.000000 Penalty: 36654.218750
Iteration 78Q: 12 clusters Score -8.10906e+07 nChanged 4135
Entering ConstructFrom: 
Score: -81090600.000000 Penalty: 36654.218750
Entering ConstructFrom: 
Trying to split cluster 1 (3082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Entering Unmasked Estep 
Score: -353735.000000 Penalty: 1992.266724
	Iteration 0F: 2 clusters Score -353735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -350400.250000 Penalty: 3984.533447
	Iteration 0F: 3 clusters Score -350400.2 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -351115.437500 Penalty: 3984.533447
	Iteration 1F: 3 clusters Score -351115.4 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -351347.281250 Penalty: 3984.533447
	Iteration 2F: 3 clusters Score -351347.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -351522.937500 Penalty: 3984.533447
	Iteration 3F: 3 clusters Score -351522.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -351641.906250 Penalty: 3984.533447
	Iteration 4Q: 3 clusters Score -351641.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -351742.968750 Penalty: 3984.533447
	Iteration 5Q: 3 clusters Score -351743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -351804.750000 Penalty: 3984.533447
	Iteration 6Q: 3 clusters Score -351804.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -351852.125000 Penalty: 3984.533447
	Iteration 7Q: 3 clusters Score -351852.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -351882.656250 Penalty: 3984.533447
	Iteration 8Q: 3 clusters Score -351882.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -351924.781250 Penalty: 3984.533447
	Iteration 9Q: 3 clusters Score -351924.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -351963.125000 Penalty: 3984.533447
	Iteration 10Q: 3 clusters Score -351963.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -351993.312500 Penalty: 3984.533447
	Iteration 11Q: 3 clusters Score -351993.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -352017.562500 Penalty: 3984.533447
	Iteration 12Q: 3 clusters Score -352017.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -352037.968750 Penalty: 3984.533447
	Iteration 13Q: 3 clusters Score -352038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -352056.687500 Penalty: 3984.533447
	Iteration 14Q: 3 clusters Score -352056.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -352069.968750 Penalty: 3984.533447
	Iteration 15Q: 3 clusters Score -352070 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -352090.125000 Penalty: 3984.533447
	Iteration 16Q: 3 clusters Score -352090.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -352113.156250 Penalty: 3984.533447
	Iteration 17Q: 3 clusters Score -352113.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -352126.218750 Penalty: 3984.533447
	Iteration 18Q: 3 clusters Score -352126.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -352136.812500 Penalty: 3984.533447
	Iteration 19Q: 3 clusters Score -352136.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -352140.593750 Penalty: 3984.533447
	Iteration 20F: 3 clusters Score -352140.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -352143.718750 Penalty: 3984.533447
	Iteration 21Q: 3 clusters Score -352143.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -352146.687500 Penalty: 3984.533447
	Iteration 22Q: 3 clusters Score -352146.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -352149.718750 Penalty: 3984.533447
	Iteration 23Q: 3 clusters Score -352149.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -352156.187500 Penalty: 3984.533447
	Iteration 24Q: 3 clusters Score -352156.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -352160.125000 Penalty: 3984.533447
	Iteration 25Q: 3 clusters Score -352160.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -352163.031250 Penalty: 3984.533447
	Iteration 26Q: 3 clusters Score -352163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -352165.000000 Penalty: 3984.533447
	Iteration 27Q: 3 clusters Score -352165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -352166.843750 Penalty: 3984.533447
	Iteration 28Q: 3 clusters Score -352166.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -352168.187500 Penalty: 3984.533447
	Iteration 29Q: 3 clusters Score -352168.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -352168.750000 Penalty: 3984.533447
	Iteration 30Q: 3 clusters Score -352168.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -352168.750000 Penalty: 3984.533447
	Iteration 31F: 3 clusters Score -352168.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Entering Unmasked Estep 
Score: -35019.648438 Penalty: 1458.372192
	Iteration 0F: 2 clusters Score -35019.65 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33772.074219 Penalty: 2916.744385
	Iteration 0F: 3 clusters Score -33772.07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -33934.937500 Penalty: 2916.744385
	Iteration 1F: 3 clusters Score -33934.94 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -33989.363281 Penalty: 2916.744385
	Iteration 2Q: 3 clusters Score -33989.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -34001.394531 Penalty: 2916.744385
	Iteration 3Q: 3 clusters Score -34001.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -34013.214844 Penalty: 2916.744385
	Iteration 4Q: 3 clusters Score -34013.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34022.339844 Penalty: 2916.744385
	Iteration 5Q: 3 clusters Score -34022.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34025.933594 Penalty: 2916.744385
	Iteration 6Q: 3 clusters Score -34025.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34025.933594 Penalty: 2916.744385
	Iteration 7F: 3 clusters Score -34025.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (163042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163042 members 
Entering Unmasked Estep 
Score: -19746958.000000 Penalty: 2976.437256
	Iteration 0F: 2 clusters Score -1.974696e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81907 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -19640270.000000 Penalty: 5952.874512
	Iteration 0F: 3 clusters Score -1.964027e+07 nChanged 77982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88879 members 
Mstep: Class 2 contains 74163 members 
Entering Unmasked Estep 
Score: -19686480.000000 Penalty: 5952.874512
	Iteration 1F: 3 clusters Score -1.968648e+07 nChanged 5617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93112 members 
Mstep: Class 2 contains 69930 members 
Entering Unmasked Estep 
Score: -19688086.000000 Penalty: 5952.874512
	Iteration 2Q: 3 clusters Score -1.968809e+07 nChanged 7125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99583 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -19691090.000000 Penalty: 5952.874512
	Iteration 3Q: 3 clusters Score -1.969109e+07 nChanged 9649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109022 members 
Mstep: Class 2 contains 54020 members 
Entering Unmasked Estep 
Score: -19696596.000000 Penalty: 5952.874512
	Iteration 4F: 3 clusters Score -1.96966e+07 nChanged 12649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121629 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -19706536.000000 Penalty: 5952.874512
	Iteration 5F: 3 clusters Score -1.970654e+07 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136321 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -19720452.000000 Penalty: 5952.874512
	Iteration 6F: 3 clusters Score -1.972045e+07 nChanged 12982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149299 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -19733434.000000 Penalty: 5952.874512
	Iteration 7F: 3 clusters Score -1.973343e+07 nChanged 8250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157543 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -19740636.000000 Penalty: 5952.874512
	Iteration 8F: 3 clusters Score -1.974064e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161227 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -19743130.000000 Penalty: 5952.874512
	Iteration 9Q: 3 clusters Score -1.974313e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162392 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -19743898.000000 Penalty: 5952.874512
	Iteration 10Q: 3 clusters Score -1.97439e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162683 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -19744110.000000 Penalty: 5952.874512
	Iteration 11Q: 3 clusters Score -1.974411e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162762 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -19744224.000000 Penalty: 5952.874512
	Iteration 12Q: 3 clusters Score -1.974422e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162782 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19744274.000000 Penalty: 5952.874512
	Iteration 13Q: 3 clusters Score -1.974427e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162789 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -19744292.000000 Penalty: 5952.874512
	Iteration 14Q: 3 clusters Score -1.974429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162792 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -19744312.000000 Penalty: 5952.874512
	Iteration 15Q: 3 clusters Score -1.974431e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19744316.000000 Penalty: 5952.874512
	Iteration 16Q: 3 clusters Score -1.974432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162800 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -19744318.000000 Penalty: 5952.874512
	Iteration 17Q: 3 clusters Score -1.974432e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162798 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -19744324.000000 Penalty: 5952.874512
	Iteration 18Q: 3 clusters Score -1.974432e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19744334.000000 Penalty: 5952.874512
	Iteration 19Q: 3 clusters Score -1.974433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -19744332.000000 Penalty: 5952.874512
	Iteration 20F: 3 clusters Score -1.974433e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162796 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -19744346.000000 Penalty: 5952.874512
	Iteration 21Q: 3 clusters Score -1.974435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162797 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19744350.000000 Penalty: 5952.874512
	Iteration 22Q: 3 clusters Score -1.974435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162797 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -19744350.000000 Penalty: 5952.874512
	Iteration 23F: 3 clusters Score -1.974435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (264585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264585 members 
Entering Unmasked Estep 
Score: -31695384.000000 Penalty: 3096.507568
	Iteration 0F: 2 clusters Score -3.169538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132545 members 
Mstep: Class 2 contains 132040 members 
Entering Unmasked Estep 
Score: -31525374.000000 Penalty: 6193.015137
	Iteration 0F: 3 clusters Score -3.152537e+07 nChanged 127759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139102 members 
Mstep: Class 2 contains 125483 members 
Entering Unmasked Estep 
Score: -31601482.000000 Penalty: 6193.015137
	Iteration 1F: 3 clusters Score -3.160148e+07 nChanged 6979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142931 members 
Mstep: Class 2 contains 121654 members 
Entering Unmasked Estep 
Score: -31602850.000000 Penalty: 6193.015137
	Iteration 2Q: 3 clusters Score -3.160285e+07 nChanged 8135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149012 members 
Mstep: Class 2 contains 115573 members 
Entering Unmasked Estep 
Score: -31604904.000000 Penalty: 6193.015137
	Iteration 3Q: 3 clusters Score -3.16049e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158392 members 
Mstep: Class 2 contains 106193 members 
Entering Unmasked Estep 
Score: -31608858.000000 Penalty: 6193.015137
	Iteration 4Q: 3 clusters Score -3.160886e+07 nChanged 14601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172287 members 
Mstep: Class 2 contains 92298 members 
Entering Unmasked Estep 
Score: -31616466.000000 Penalty: 6193.015137
	Iteration 5F: 3 clusters Score -3.161647e+07 nChanged 19626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191567 members 
Mstep: Class 2 contains 73018 members 
Entering Unmasked Estep 
Score: -31630166.000000 Penalty: 6193.015137
	Iteration 6F: 3 clusters Score -3.163017e+07 nChanged 23007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214422 members 
Mstep: Class 2 contains 50163 members 
Entering Unmasked Estep 
Score: -31649160.000000 Penalty: 6193.015137
	Iteration 7F: 3 clusters Score -3.164916e+07 nChanged 20615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234985 members 
Mstep: Class 2 contains 29600 members 
Entering Unmasked Estep 
Score: -31668150.000000 Penalty: 6193.015137
	Iteration 8F: 3 clusters Score -3.166815e+07 nChanged 13343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248272 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -31680532.000000 Penalty: 6193.015137
	Iteration 9F: 3 clusters Score -3.168053e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255154 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -31686614.000000 Penalty: 6193.015137
	Iteration 10Q: 3 clusters Score -3.168661e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258591 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -31689628.000000 Penalty: 6193.015137
	Iteration 11Q: 3 clusters Score -3.168963e+07 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260316 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -31691006.000000 Penalty: 6193.015137
	Iteration 12Q: 3 clusters Score -3.169101e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261289 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -31691848.000000 Penalty: 6193.015137
	Iteration 13Q: 3 clusters Score -3.169185e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261840 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -31692218.000000 Penalty: 6193.015137
	Iteration 14Q: 3 clusters Score -3.169222e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262170 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -31692452.000000 Penalty: 6193.015137
	Iteration 15Q: 3 clusters Score -3.169245e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262396 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -31692624.000000 Penalty: 6193.015137
	Iteration 16Q: 3 clusters Score -3.169262e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262545 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -31692740.000000 Penalty: 6193.015137
	Iteration 17Q: 3 clusters Score -3.169274e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262666 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -31692822.000000 Penalty: 6193.015137
	Iteration 18Q: 3 clusters Score -3.169282e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262749 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -31692862.000000 Penalty: 6193.015137
	Iteration 19Q: 3 clusters Score -3.169286e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262801 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -31692874.000000 Penalty: 6193.015137
	Iteration 20F: 3 clusters Score -3.169287e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262842 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -31692920.000000 Penalty: 6193.015137
	Iteration 21Q: 3 clusters Score -3.169292e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262886 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -31692892.000000 Penalty: 6193.015137
	Iteration 22Q: 3 clusters Score -3.169289e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262927 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -31692944.000000 Penalty: 6193.015137
	Iteration 23Q: 3 clusters Score -3.169294e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262968 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -31692962.000000 Penalty: 6193.015137
	Iteration 24Q: 3 clusters Score -3.169296e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262994 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -31692966.000000 Penalty: 6193.015137
	Iteration 25Q: 3 clusters Score -3.169297e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263009 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -31692972.000000 Penalty: 6193.015137
	Iteration 26Q: 3 clusters Score -3.169297e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263025 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -31692982.000000 Penalty: 6193.015137
	Iteration 27Q: 3 clusters Score -3.169298e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263038 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -31692988.000000 Penalty: 6193.015137
	Iteration 28Q: 3 clusters Score -3.169299e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263050 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -31692964.000000 Penalty: 6193.015137
	Iteration 29Q: 3 clusters Score -3.169296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263065 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -31692988.000000 Penalty: 6193.015137
	Iteration 30Q: 3 clusters Score -3.169299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263081 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -31692994.000000 Penalty: 6193.015137
	Iteration 31Q: 3 clusters Score -3.169299e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263087 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -31692998.000000 Penalty: 6193.015137
	Iteration 32Q: 3 clusters Score -3.1693e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263093 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -31693026.000000 Penalty: 6193.015137
	Iteration 33Q: 3 clusters Score -3.169303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263099 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -31693048.000000 Penalty: 6193.015137
	Iteration 34Q: 3 clusters Score -3.169305e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263107 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -31693046.000000 Penalty: 6193.015137
	Iteration 35Q: 3 clusters Score -3.169305e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263115 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -31693044.000000 Penalty: 6193.015137
	Iteration 36Q: 3 clusters Score -3.169304e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263130 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -31693038.000000 Penalty: 6193.015137
	Iteration 37Q: 3 clusters Score -3.169304e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263138 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -31693050.000000 Penalty: 6193.015137
	Iteration 38Q: 3 clusters Score -3.169305e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263147 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -31693056.000000 Penalty: 6193.015137
	Iteration 39Q: 3 clusters Score -3.169306e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263153 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -31693050.000000 Penalty: 6193.015137
	Iteration 40F: 3 clusters Score -3.169305e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263156 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -31693062.000000 Penalty: 6193.015137
	Iteration 41Q: 3 clusters Score -3.169306e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263157 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -31693052.000000 Penalty: 6193.015137
	Iteration 42Q: 3 clusters Score -3.169305e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263160 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -31693058.000000 Penalty: 6193.015137
	Iteration 43Q: 3 clusters Score -3.169306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263163 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -31693076.000000 Penalty: 6193.015137
	Iteration 44Q: 3 clusters Score -3.169308e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263163 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -31693076.000000 Penalty: 6193.015137
	Iteration 45F: 3 clusters Score -3.169308e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (18726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18726 members 
Entering Unmasked Estep 
Score: -2259318.000000 Penalty: 2439.741699
	Iteration 0F: 2 clusters Score -2259318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2246135.500000 Penalty: 4879.483398
	Iteration 0F: 3 clusters Score -2246136 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -2250470.000000 Penalty: 4879.483398
	Iteration 1F: 3 clusters Score -2250470 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -2250863.750000 Penalty: 4879.483398
	Iteration 2F: 3 clusters Score -2250864 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 9896 members 
Entering Unmasked Estep 
Score: -2251179.000000 Penalty: 4879.483398
	Iteration 3Q: 3 clusters Score -2251179 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -2251452.250000 Penalty: 4879.483398
	Iteration 4Q: 3 clusters Score -2251452 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2251736.000000 Penalty: 4879.483398
	Iteration 5Q: 3 clusters Score -2251736 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2252017.000000 Penalty: 4879.483398
	Iteration 6Q: 3 clusters Score -2252017 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2252366.250000 Penalty: 4879.483398
	Iteration 7Q: 3 clusters Score -2252366 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2252819.500000 Penalty: 4879.483398
	Iteration 8Q: 3 clusters Score -2252820 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -2253348.000000 Penalty: 4879.483398
	Iteration 9Q: 3 clusters Score -2253348 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -2253965.500000 Penalty: 4879.483398
	Iteration 10F: 3 clusters Score -2253966 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -2254584.000000 Penalty: 4879.483398
	Iteration 11Q: 3 clusters Score -2254584 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -2255190.500000 Penalty: 4879.483398
	Iteration 12Q: 3 clusters Score -2255190 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2255684.250000 Penalty: 4879.483398
	Iteration 13Q: 3 clusters Score -2255684 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -2256080.500000 Penalty: 4879.483398
	Iteration 14Q: 3 clusters Score -2256080 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2256397.750000 Penalty: 4879.483398
	Iteration 15Q: 3 clusters Score -2256398 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2256648.250000 Penalty: 4879.483398
	Iteration 16Q: 3 clusters Score -2256648 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -2256836.250000 Penalty: 4879.483398
	Iteration 17Q: 3 clusters Score -2256836 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -2256975.500000 Penalty: 4879.483398
	Iteration 18Q: 3 clusters Score -2256976 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2257081.250000 Penalty: 4879.483398
	Iteration 19Q: 3 clusters Score -2257081 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 17855 members 
Entering Unmasked Estep 
Score: -2257182.000000 Penalty: 4879.483398
	Iteration 20F: 3 clusters Score -2257182 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2257250.500000 Penalty: 4879.483398
	Iteration 21Q: 3 clusters Score -2257250 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -2257295.000000 Penalty: 4879.483398
	Iteration 22Q: 3 clusters Score -2257295 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18082 members 
Entering Unmasked Estep 
Score: -2257324.750000 Penalty: 4879.483398
	Iteration 23Q: 3 clusters Score -2257325 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2257351.250000 Penalty: 4879.483398
	Iteration 24Q: 3 clusters Score -2257351 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2257364.000000 Penalty: 4879.483398
	Iteration 25Q: 3 clusters Score -2257364 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2257381.500000 Penalty: 4879.483398
	Iteration 26Q: 3 clusters Score -2257382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2257390.000000 Penalty: 4879.483398
	Iteration 27Q: 3 clusters Score -2257390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -2257407.000000 Penalty: 4879.483398
	Iteration 28Q: 3 clusters Score -2257407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2257417.250000 Penalty: 4879.483398
	Iteration 29Q: 3 clusters Score -2257417 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2257419.500000 Penalty: 4879.483398
	Iteration 30Q: 3 clusters Score -2257420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2257423.750000 Penalty: 4879.483398
	Iteration 31Q: 3 clusters Score -2257424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 18235 members 
Entering Unmasked Estep 
Score: -2257421.750000 Penalty: 4879.483398
	Iteration 32Q: 3 clusters Score -2257422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2257422.750000 Penalty: 4879.483398
	Iteration 33Q: 3 clusters Score -2257423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2257423.750000 Penalty: 4879.483398
	Iteration 34Q: 3 clusters Score -2257424 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2257424.250000 Penalty: 4879.483398
	Iteration 35Q: 3 clusters Score -2257424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 18246 members 
Entering Unmasked Estep 
Score: -2257428.000000 Penalty: 4879.483398
	Iteration 36Q: 3 clusters Score -2257428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2257432.250000 Penalty: 4879.483398
	Iteration 37Q: 3 clusters Score -2257432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2257438.000000 Penalty: 4879.483398
	Iteration 38Q: 3 clusters Score -2257438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2257437.250000 Penalty: 4879.483398
	Iteration 39Q: 3 clusters Score -2257437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2257442.750000 Penalty: 4879.483398
	Iteration 40F: 3 clusters Score -2257443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2257444.500000 Penalty: 4879.483398
	Iteration 41Q: 3 clusters Score -2257444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2257447.750000 Penalty: 4879.483398
	Iteration 42Q: 3 clusters Score -2257448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2257447.750000 Penalty: 4879.483398
	Iteration 43F: 3 clusters Score -2257448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Entering Unmasked Estep 
Score: -450742.968750 Penalty: 2034.623047
	Iteration 0F: 2 clusters Score -450743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -447055.000000 Penalty: 4069.246094
	Iteration 0F: 3 clusters Score -447055 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -447845.906250 Penalty: 4069.246094
	Iteration 1F: 3 clusters Score -447845.9 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -448019.343750 Penalty: 4069.246094
	Iteration 2F: 3 clusters Score -448019.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -448114.843750 Penalty: 4069.246094
	Iteration 3Q: 3 clusters Score -448114.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -448174.593750 Penalty: 4069.246094
	Iteration 4Q: 3 clusters Score -448174.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -448215.250000 Penalty: 4069.246094
	Iteration 5Q: 3 clusters Score -448215.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -448243.968750 Penalty: 4069.246094
	Iteration 6Q: 3 clusters Score -448244 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -448263.437500 Penalty: 4069.246094
	Iteration 7Q: 3 clusters Score -448263.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -448280.500000 Penalty: 4069.246094
	Iteration 8Q: 3 clusters Score -448280.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -448296.687500 Penalty: 4069.246094
	Iteration 9Q: 3 clusters Score -448296.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -448308.843750 Penalty: 4069.246094
	Iteration 10Q: 3 clusters Score -448308.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -448317.437500 Penalty: 4069.246094
	Iteration 11Q: 3 clusters Score -448317.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -448323.781250 Penalty: 4069.246094
	Iteration 12Q: 3 clusters Score -448323.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -448327.750000 Penalty: 4069.246094
	Iteration 13Q: 3 clusters Score -448327.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -448330.500000 Penalty: 4069.246094
	Iteration 14Q: 3 clusters Score -448330.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -448336.656250 Penalty: 4069.246094
	Iteration 15Q: 3 clusters Score -448336.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -448343.718750 Penalty: 4069.246094
	Iteration 16Q: 3 clusters Score -448343.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -448348.937500 Penalty: 4069.246094
	Iteration 17Q: 3 clusters Score -448348.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -448352.750000 Penalty: 4069.246094
	Iteration 18Q: 3 clusters Score -448352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -448355.875000 Penalty: 4069.246094
	Iteration 19Q: 3 clusters Score -448355.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -448358.531250 Penalty: 4069.246094
	Iteration 20F: 3 clusters Score -448358.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -448359.906250 Penalty: 4069.246094
	Iteration 21Q: 3 clusters Score -448359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -448361.750000 Penalty: 4069.246094
	Iteration 22Q: 3 clusters Score -448361.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -448362.625000 Penalty: 4069.246094
	Iteration 23Q: 3 clusters Score -448362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -448363.500000 Penalty: 4069.246094
	Iteration 24Q: 3 clusters Score -448363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -448364.687500 Penalty: 4069.246094
	Iteration 25Q: 3 clusters Score -448364.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -448366.437500 Penalty: 4069.246094
	Iteration 26Q: 3 clusters Score -448366.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -448366.406250 Penalty: 4069.246094
	Iteration 27Q: 3 clusters Score -448366.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -448365.687500 Penalty: 4069.246094
	Iteration 28Q: 3 clusters Score -448365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -448367.468750 Penalty: 4069.246094
	Iteration 29Q: 3 clusters Score -448367.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -448369.375000 Penalty: 4069.246094
	Iteration 30Q: 3 clusters Score -448369.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -448370.093750 Penalty: 4069.246094
	Iteration 31Q: 3 clusters Score -448370.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -448370.875000 Penalty: 4069.246094
	Iteration 32Q: 3 clusters Score -448370.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -448372.656250 Penalty: 4069.246094
	Iteration 33Q: 3 clusters Score -448372.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -448373.562500 Penalty: 4069.246094
	Iteration 34Q: 3 clusters Score -448373.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -448374.875000 Penalty: 4069.246094
	Iteration 35Q: 3 clusters Score -448374.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -448375.218750 Penalty: 4069.246094
	Iteration 36Q: 3 clusters Score -448375.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -448377.062500 Penalty: 4069.246094
	Iteration 37Q: 3 clusters Score -448377.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -448381.156250 Penalty: 4069.246094
	Iteration 38Q: 3 clusters Score -448381.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -448383.687500 Penalty: 4069.246094
	Iteration 39Q: 3 clusters Score -448383.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -448386.406250 Penalty: 4069.246094
	Iteration 40F: 3 clusters Score -448386.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -448386.312500 Penalty: 4069.246094
	Iteration 41Q: 3 clusters Score -448386.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -448388.625000 Penalty: 4069.246094
	Iteration 42Q: 3 clusters Score -448388.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -448391.312500 Penalty: 4069.246094
	Iteration 43Q: 3 clusters Score -448391.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -448391.656250 Penalty: 4069.246094
	Iteration 44Q: 3 clusters Score -448391.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -448392.656250 Penalty: 4069.246094
	Iteration 45Q: 3 clusters Score -448392.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -448394.937500 Penalty: 4069.246094
	Iteration 46Q: 3 clusters Score -448394.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -448395.375000 Penalty: 4069.246094
	Iteration 47Q: 3 clusters Score -448395.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -448395.625000 Penalty: 4069.246094
	Iteration 48Q: 3 clusters Score -448395.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -448396.687500 Penalty: 4069.246094
	Iteration 49Q: 3 clusters Score -448396.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -448397.437500 Penalty: 4069.246094
	Iteration 50Q: 3 clusters Score -448397.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -448397.781250 Penalty: 4069.246094
	Iteration 51Q: 3 clusters Score -448397.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -448397.937500 Penalty: 4069.246094
	Iteration 52Q: 3 clusters Score -448397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -448398.156250 Penalty: 4069.246094
	Iteration 53Q: 3 clusters Score -448398.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -448398.156250 Penalty: 4069.246094
	Iteration 54F: 3 clusters Score -448398.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49200 members 
Entering Unmasked Estep 
Score: -5758045.500000 Penalty: 2679.304932
	Iteration 0F: 2 clusters Score -5758046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 24542 members 
Entering Unmasked Estep 
Score: -5724796.000000 Penalty: 5358.609863
	Iteration 0F: 3 clusters Score -5724796 nChanged 22666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25228 members 
Mstep: Class 2 contains 23972 members 
Entering Unmasked Estep 
Score: -5737417.000000 Penalty: 5358.609863
	Iteration 1F: 3 clusters Score -5737417 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -5737854.500000 Penalty: 5358.609863
	Iteration 2Q: 3 clusters Score -5737854 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25900 members 
Mstep: Class 2 contains 23300 members 
Entering Unmasked Estep 
Score: -5738169.500000 Penalty: 5358.609863
	Iteration 3Q: 3 clusters Score -5738170 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -5738455.500000 Penalty: 5358.609863
	Iteration 4Q: 3 clusters Score -5738456 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -5738785.000000 Penalty: 5358.609863
	Iteration 5Q: 3 clusters Score -5738785 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28175 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5739181.000000 Penalty: 5358.609863
	Iteration 6Q: 3 clusters Score -5739181 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -5739743.500000 Penalty: 5358.609863
	Iteration 7Q: 3 clusters Score -5739744 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -5740753.000000 Penalty: 5358.609863
	Iteration 8Q: 3 clusters Score -5740753 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -5742377.000000 Penalty: 5358.609863
	Iteration 9F: 3 clusters Score -5742377 nChanged 3543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -5745021.500000 Penalty: 5358.609863
	Iteration 10F: 3 clusters Score -5745022 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -5748722.000000 Penalty: 5358.609863
	Iteration 11F: 3 clusters Score -5748722 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45665 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5752243.500000 Penalty: 5358.609863
	Iteration 12F: 3 clusters Score -5752244 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47807 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -5754267.500000 Penalty: 5358.609863
	Iteration 13Q: 3 clusters Score -5754268 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48627 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5755064.500000 Penalty: 5358.609863
	Iteration 14Q: 3 clusters Score -5755064 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5755358.500000 Penalty: 5358.609863
	Iteration 15Q: 3 clusters Score -5755358 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5755504.500000 Penalty: 5358.609863
	Iteration 16Q: 3 clusters Score -5755504 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -5755597.000000 Penalty: 5358.609863
	Iteration 17Q: 3 clusters Score -5755597 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48995 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5755631.500000 Penalty: 5358.609863
	Iteration 18Q: 3 clusters Score -5755632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49002 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -5755644.500000 Penalty: 5358.609863
	Iteration 19Q: 3 clusters Score -5755644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49009 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -5755676.500000 Penalty: 5358.609863
	Iteration 20F: 3 clusters Score -5755676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5755674.500000 Penalty: 5358.609863
	Iteration 21Q: 3 clusters Score -5755674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5755679.000000 Penalty: 5358.609863
	Iteration 22Q: 3 clusters Score -5755679 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49011 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -5755679.000000 Penalty: 5358.609863
	Iteration 23F: 3 clusters Score -5755679 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Entering Unmasked Estep 
Score: -1946481.250000 Penalty: 2396.929932
	Iteration 0F: 2 clusters Score -1946481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1935181.875000 Penalty: 4793.859863
	Iteration 0F: 3 clusters Score -1935182 nChanged 6831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1938681.250000 Penalty: 4793.859863
	Iteration 1F: 3 clusters Score -1938681 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1939028.500000 Penalty: 4793.859863
	Iteration 2F: 3 clusters Score -1939028 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1939254.750000 Penalty: 4793.859863
	Iteration 3Q: 3 clusters Score -1939255 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1939440.500000 Penalty: 4793.859863
	Iteration 4Q: 3 clusters Score -1939440 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1939617.125000 Penalty: 4793.859863
	Iteration 5Q: 3 clusters Score -1939617 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1939843.875000 Penalty: 4793.859863
	Iteration 6Q: 3 clusters Score -1939844 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1940111.750000 Penalty: 4793.859863
	Iteration 7Q: 3 clusters Score -1940112 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1940462.500000 Penalty: 4793.859863
	Iteration 8Q: 3 clusters Score -1940462 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1940959.500000 Penalty: 4793.859863
	Iteration 9Q: 3 clusters Score -1940960 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1941674.500000 Penalty: 4793.859863
	Iteration 10F: 3 clusters Score -1941674 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1942492.000000 Penalty: 4793.859863
	Iteration 11F: 3 clusters Score -1942492 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1943209.000000 Penalty: 4793.859863
	Iteration 12F: 3 clusters Score -1943209 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1943681.125000 Penalty: 4793.859863
	Iteration 13Q: 3 clusters Score -1943681 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1943922.625000 Penalty: 4793.859863
	Iteration 14Q: 3 clusters Score -1943923 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1944081.125000 Penalty: 4793.859863
	Iteration 15Q: 3 clusters Score -1944081 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1944170.625000 Penalty: 4793.859863
	Iteration 16Q: 3 clusters Score -1944171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1944220.125000 Penalty: 4793.859863
	Iteration 17Q: 3 clusters Score -1944220 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -1944256.375000 Penalty: 4793.859863
	Iteration 18Q: 3 clusters Score -1944256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1944291.250000 Penalty: 4793.859863
	Iteration 19Q: 3 clusters Score -1944291 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -1944319.125000 Penalty: 4793.859863
	Iteration 20F: 3 clusters Score -1944319 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -1944339.750000 Penalty: 4793.859863
	Iteration 21Q: 3 clusters Score -1944340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15484 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -1944349.500000 Penalty: 4793.859863
	Iteration 22Q: 3 clusters Score -1944350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -1944353.375000 Penalty: 4793.859863
	Iteration 23Q: 3 clusters Score -1944353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1944353.625000 Penalty: 4793.859863
	Iteration 24Q: 3 clusters Score -1944354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -1944353.625000 Penalty: 4793.859863
	Iteration 25F: 3 clusters Score -1944354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Entering Unmasked Estep 
Score: -267021.062500 Penalty: 1916.428711
	Iteration 0F: 2 clusters Score -267021.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -264233.906250 Penalty: 3832.857422
	Iteration 0F: 3 clusters Score -264233.9 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -264732.093750 Penalty: 3832.857422
	Iteration 1F: 3 clusters Score -264732.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -264846.875000 Penalty: 3832.857422
	Iteration 2F: 3 clusters Score -264846.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -264896.187500 Penalty: 3832.857422
	Iteration 3Q: 3 clusters Score -264896.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -264930.531250 Penalty: 3832.857422
	Iteration 4Q: 3 clusters Score -264930.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -264968.468750 Penalty: 3832.857422
	Iteration 5Q: 3 clusters Score -264968.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -265000.750000 Penalty: 3832.857422
	Iteration 6Q: 3 clusters Score -265000.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -265027.031250 Penalty: 3832.857422
	Iteration 7Q: 3 clusters Score -265027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -265043.843750 Penalty: 3832.857422
	Iteration 8Q: 3 clusters Score -265043.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -265056.250000 Penalty: 3832.857422
	Iteration 9Q: 3 clusters Score -265056.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -265064.437500 Penalty: 3832.857422
	Iteration 10Q: 3 clusters Score -265064.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -265073.031250 Penalty: 3832.857422
	Iteration 11Q: 3 clusters Score -265073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -265076.687500 Penalty: 3832.857422
	Iteration 12Q: 3 clusters Score -265076.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -265081.250000 Penalty: 3832.857422
	Iteration 13Q: 3 clusters Score -265081.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -265087.406250 Penalty: 3832.857422
	Iteration 14Q: 3 clusters Score -265087.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -265093.500000 Penalty: 3832.857422
	Iteration 15Q: 3 clusters Score -265093.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -265102.468750 Penalty: 3832.857422
	Iteration 16Q: 3 clusters Score -265102.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -265108.718750 Penalty: 3832.857422
	Iteration 17Q: 3 clusters Score -265108.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -265112.250000 Penalty: 3832.857422
	Iteration 18Q: 3 clusters Score -265112.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -265117.593750 Penalty: 3832.857422
	Iteration 19Q: 3 clusters Score -265117.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -265122.843750 Penalty: 3832.857422
	Iteration 20F: 3 clusters Score -265122.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -265126.375000 Penalty: 3832.857422
	Iteration 21Q: 3 clusters Score -265126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -265129.156250 Penalty: 3832.857422
	Iteration 22Q: 3 clusters Score -265129.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -265131.187500 Penalty: 3832.857422
	Iteration 23Q: 3 clusters Score -265131.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -265131.312500 Penalty: 3832.857422
	Iteration 24Q: 3 clusters Score -265131.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -265132.375000 Penalty: 3832.857422
	Iteration 25Q: 3 clusters Score -265132.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -265132.937500 Penalty: 3832.857422
	Iteration 26Q: 3 clusters Score -265132.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -265133.968750 Penalty: 3832.857422
	Iteration 27Q: 3 clusters Score -265134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -265135.468750 Penalty: 3832.857422
	Iteration 28Q: 3 clusters Score -265135.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -265136.406250 Penalty: 3832.857422
	Iteration 29Q: 3 clusters Score -265136.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -265138.343750 Penalty: 3832.857422
	Iteration 30Q: 3 clusters Score -265138.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -265139.968750 Penalty: 3832.857422
	Iteration 31Q: 3 clusters Score -265140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -265142.531250 Penalty: 3832.857422
	Iteration 32Q: 3 clusters Score -265142.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -265144.437500 Penalty: 3832.857422
	Iteration 33Q: 3 clusters Score -265144.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -265145.968750 Penalty: 3832.857422
	Iteration 34Q: 3 clusters Score -265146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -265146.718750 Penalty: 3832.857422
	Iteration 35Q: 3 clusters Score -265146.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -265146.687500 Penalty: 3832.857422
	Iteration 36Q: 3 clusters Score -265146.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -265146.687500 Penalty: 3832.857422
	Iteration 37F: 3 clusters Score -265146.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (161288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161288 members 
Entering Unmasked Estep 
Score: -19365890.000000 Penalty: 2973.754883
	Iteration 0F: 2 clusters Score -1.936589e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 80232 members 
Entering Unmasked Estep 
Score: -19259844.000000 Penalty: 5947.509766
	Iteration 0F: 3 clusters Score -1.925984e+07 nChanged 77099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87687 members 
Mstep: Class 2 contains 73601 members 
Entering Unmasked Estep 
Score: -19305786.000000 Penalty: 5947.509766
	Iteration 1F: 3 clusters Score -1.930579e+07 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92340 members 
Mstep: Class 2 contains 68948 members 
Entering Unmasked Estep 
Score: -19308476.000000 Penalty: 5947.509766
	Iteration 2Q: 3 clusters Score -1.930848e+07 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99304 members 
Mstep: Class 2 contains 61984 members 
Entering Unmasked Estep 
Score: -19312676.000000 Penalty: 5947.509766
	Iteration 3F: 3 clusters Score -1.931268e+07 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109226 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -19319888.000000 Penalty: 5947.509766
	Iteration 4F: 3 clusters Score -1.931989e+07 nChanged 13380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121502 members 
Mstep: Class 2 contains 39786 members 
Entering Unmasked Estep 
Score: -19331092.000000 Penalty: 5947.509766
	Iteration 5F: 3 clusters Score -1.933109e+07 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134236 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -19344366.000000 Penalty: 5947.509766
	Iteration 6F: 3 clusters Score -1.934437e+07 nChanged 11022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144310 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -19355170.000000 Penalty: 5947.509766
	Iteration 7F: 3 clusters Score -1.935517e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150345 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -19361228.000000 Penalty: 5947.509766
	Iteration 8Q: 3 clusters Score -1.936123e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153119 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -19363958.000000 Penalty: 5947.509766
	Iteration 9Q: 3 clusters Score -1.936396e+07 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154332 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -19365322.000000 Penalty: 5947.509766
	Iteration 10Q: 3 clusters Score -1.936532e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154884 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -19366018.000000 Penalty: 5947.509766
	Iteration 11Q: 3 clusters Score -1.936602e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155223 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -19366320.000000 Penalty: 5947.509766
	Iteration 12Q: 3 clusters Score -1.936632e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155388 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -19366514.000000 Penalty: 5947.509766
	Iteration 13Q: 3 clusters Score -1.936651e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155518 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -19366652.000000 Penalty: 5947.509766
	Iteration 14Q: 3 clusters Score -1.936665e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -19366724.000000 Penalty: 5947.509766
	Iteration 15Q: 3 clusters Score -1.936672e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155620 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -19366778.000000 Penalty: 5947.509766
	Iteration 16Q: 3 clusters Score -1.936678e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155630 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -19366812.000000 Penalty: 5947.509766
	Iteration 17Q: 3 clusters Score -1.936681e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155626 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -19366786.000000 Penalty: 5947.509766
	Iteration 18Q: 3 clusters Score -1.936679e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155629 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -19366786.000000 Penalty: 5947.509766
	Iteration 19Q: 3 clusters Score -1.936679e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155632 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -19366808.000000 Penalty: 5947.509766
	Iteration 20F: 3 clusters Score -1.936681e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155636 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -19366832.000000 Penalty: 5947.509766
	Iteration 21Q: 3 clusters Score -1.936683e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155631 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -19366832.000000 Penalty: 5947.509766
	Iteration 22Q: 3 clusters Score -1.936683e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155626 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -19366852.000000 Penalty: 5947.509766
	Iteration 23Q: 3 clusters Score -1.936685e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155612 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -19366862.000000 Penalty: 5947.509766
	Iteration 24Q: 3 clusters Score -1.936686e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155603 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -19366890.000000 Penalty: 5947.509766
	Iteration 25Q: 3 clusters Score -1.936689e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155591 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -19366894.000000 Penalty: 5947.509766
	Iteration 26Q: 3 clusters Score -1.936689e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155579 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -19366886.000000 Penalty: 5947.509766
	Iteration 27Q: 3 clusters Score -1.936689e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155569 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -19366886.000000 Penalty: 5947.509766
	Iteration 28Q: 3 clusters Score -1.936689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155560 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -19366870.000000 Penalty: 5947.509766
	Iteration 29Q: 3 clusters Score -1.936687e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155560 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -19366872.000000 Penalty: 5947.509766
	Iteration 30Q: 3 clusters Score -1.936687e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155558 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -19366876.000000 Penalty: 5947.509766
	Iteration 31Q: 3 clusters Score -1.936688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155555 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -19366886.000000 Penalty: 5947.509766
	Iteration 32Q: 3 clusters Score -1.936689e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155549 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -19366876.000000 Penalty: 5947.509766
	Iteration 33Q: 3 clusters Score -1.936688e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -19366874.000000 Penalty: 5947.509766
	Iteration 34Q: 3 clusters Score -1.936687e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -19366872.000000 Penalty: 5947.509766
	Iteration 35Q: 3 clusters Score -1.936687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155546 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -19366872.000000 Penalty: 5947.509766
	Iteration 36F: 3 clusters Score -1.936687e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 163042 members 
Mstep: Class 4 contains 264585 members 
Mstep: Class 5 contains 5742 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 12 contains 49200 members 
Mstep: Class 14 contains 15757 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 21 contains 155546 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
Score: -81091760.000000 Penalty: 39986.421875
Splitting cluster 21 changes total score from -81090600.000000 to -81091760.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 22 (2433 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Entering Unmasked Estep 
Score: -271727.937500 Penalty: 1933.626343
	Iteration 0F: 2 clusters Score -271727.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -268843.843750 Penalty: 3867.252686
	Iteration 0F: 3 clusters Score -268843.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -269347.281250 Penalty: 3867.252686
	Iteration 1F: 3 clusters Score -269347.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -269469.718750 Penalty: 3867.252686
	Iteration 2F: 3 clusters Score -269469.7 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -269540.843750 Penalty: 3867.252686
	Iteration 3Q: 3 clusters Score -269540.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -269590.843750 Penalty: 3867.252686
	Iteration 4Q: 3 clusters Score -269590.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -269618.437500 Penalty: 3867.252686
	Iteration 5Q: 3 clusters Score -269618.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -269639.687500 Penalty: 3867.252686
	Iteration 6Q: 3 clusters Score -269639.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -269657.093750 Penalty: 3867.252686
	Iteration 7Q: 3 clusters Score -269657.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -269669.125000 Penalty: 3867.252686
	Iteration 8Q: 3 clusters Score -269669.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -269680.343750 Penalty: 3867.252686
	Iteration 9Q: 3 clusters Score -269680.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -269692.656250 Penalty: 3867.252686
	Iteration 10Q: 3 clusters Score -269692.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -269700.593750 Penalty: 3867.252686
	Iteration 11Q: 3 clusters Score -269700.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -269710.125000 Penalty: 3867.252686
	Iteration 12Q: 3 clusters Score -269710.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -269723.937500 Penalty: 3867.252686
	Iteration 13Q: 3 clusters Score -269723.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -269736.906250 Penalty: 3867.252686
	Iteration 14Q: 3 clusters Score -269736.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -269754.343750 Penalty: 3867.252686
	Iteration 15Q: 3 clusters Score -269754.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -269768.656250 Penalty: 3867.252686
	Iteration 16Q: 3 clusters Score -269768.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -269779.687500 Penalty: 3867.252686
	Iteration 17Q: 3 clusters Score -269779.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -269787.875000 Penalty: 3867.252686
	Iteration 18Q: 3 clusters Score -269787.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -269794.000000 Penalty: 3867.252686
	Iteration 19Q: 3 clusters Score -269794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -269799.000000 Penalty: 3867.252686
	Iteration 20F: 3 clusters Score -269799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -269805.156250 Penalty: 3867.252686
	Iteration 21Q: 3 clusters Score -269805.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269810.718750 Penalty: 3867.252686
	Iteration 22Q: 3 clusters Score -269810.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -269817.812500 Penalty: 3867.252686
	Iteration 23Q: 3 clusters Score -269817.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -269826.125000 Penalty: 3867.252686
	Iteration 24Q: 3 clusters Score -269826.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -269835.437500 Penalty: 3867.252686
	Iteration 25Q: 3 clusters Score -269835.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -269843.687500 Penalty: 3867.252686
	Iteration 26Q: 3 clusters Score -269843.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -269848.156250 Penalty: 3867.252686
	Iteration 27Q: 3 clusters Score -269848.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269851.406250 Penalty: 3867.252686
	Iteration 28Q: 3 clusters Score -269851.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -269853.562500 Penalty: 3867.252686
	Iteration 29Q: 3 clusters Score -269853.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -269856.500000 Penalty: 3867.252686
	Iteration 30Q: 3 clusters Score -269856.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -269860.843750 Penalty: 3867.252686
	Iteration 31Q: 3 clusters Score -269860.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -269866.437500 Penalty: 3867.252686
	Iteration 32Q: 3 clusters Score -269866.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -269870.906250 Penalty: 3867.252686
	Iteration 33Q: 3 clusters Score -269870.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -269872.781250 Penalty: 3867.252686
	Iteration 34Q: 3 clusters Score -269872.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -269874.468750 Penalty: 3867.252686
	Iteration 35Q: 3 clusters Score -269874.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -269876.156250 Penalty: 3867.252686
	Iteration 36Q: 3 clusters Score -269876.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -269876.625000 Penalty: 3867.252686
	Iteration 37Q: 3 clusters Score -269876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -269876.625000 Penalty: 3867.252686
	Iteration 38F: 3 clusters Score -269876.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 163042 members 
Mstep: Class 4 contains 264585 members 
Mstep: Class 7 contains 18726 members 
Mstep: Class 10 contains 3656 members 
Mstep: Class 12 contains 49200 members 
Mstep: Class 14 contains 15757 members 
Mstep: Class 16 contains 2270 members 
Mstep: Class 21 contains 155546 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092272.000000 Penalty: 39986.421875
Iteration 79Q: 13 clusters Score -8.109227e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 161784 members 
Mstep: Class 4 contains 264203 members 
Mstep: Class 5 contains 5737 members 
Mstep: Class 7 contains 18737 members 
Mstep: Class 10 contains 3603 members 
Mstep: Class 12 contains 49122 members 
Mstep: Class 14 contains 15683 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 157359 members 
Mstep: Class 22 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092928.000000 Penalty: 39986.421875
Iteration 80F: 13 clusters Score -8.109293e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 358 members 
Mstep: Class 3 contains 160318 members 
Mstep: Class 4 contains 264049 members 
Mstep: Class 5 contains 5884 members 
Mstep: Class 7 contains 18758 members 
Mstep: Class 10 contains 3593 members 
Mstep: Class 12 contains 49037 members 
Mstep: Class 14 contains 15641 members 
Mstep: Class 16 contains 2291 members 
Mstep: Class 21 contains 158966 members 
Mstep: Class 22 contains 2416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093208.000000 Penalty: 39986.421875
Iteration 81Q: 13 clusters Score -8.109321e+07 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 158614 members 
Mstep: Class 4 contains 263978 members 
Mstep: Class 5 contains 5997 members 
Mstep: Class 7 contains 18772 members 
Mstep: Class 10 contains 3594 members 
Mstep: Class 12 contains 48954 members 
Mstep: Class 14 contains 15576 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 160763 members 
Mstep: Class 22 contains 2413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093288.000000 Penalty: 39986.421875
Iteration 82Q: 13 clusters Score -8.109329e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 156818 members 
Mstep: Class 4 contains 263920 members 
Mstep: Class 5 contains 6118 members 
Mstep: Class 7 contains 18786 members 
Mstep: Class 10 contains 3589 members 
Mstep: Class 12 contains 48884 members 
Mstep: Class 14 contains 15520 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 21 contains 162605 members 
Mstep: Class 22 contains 2415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094152.000000 Penalty: 39986.421875
Iteration 83Q: 13 clusters Score -8.109415e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 155009 members 
Mstep: Class 4 contains 263827 members 
Mstep: Class 5 contains 6263 members 
Mstep: Class 7 contains 18802 members 
Mstep: Class 10 contains 3571 members 
Mstep: Class 12 contains 48826 members 
Mstep: Class 14 contains 15477 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 164465 members 
Mstep: Class 22 contains 2412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094336.000000 Penalty: 39986.421875
Iteration 84Q: 13 clusters Score -8.109434e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 153262 members 
Mstep: Class 4 contains 263701 members 
Mstep: Class 5 contains 6384 members 
Mstep: Class 7 contains 18830 members 
Mstep: Class 10 contains 3560 members 
Mstep: Class 12 contains 48793 members 
Mstep: Class 14 contains 15438 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 166264 members 
Mstep: Class 22 contains 2414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094888.000000 Penalty: 39986.421875
Iteration 85Q: 13 clusters Score -8.109489e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151634 members 
Mstep: Class 4 contains 263612 members 
Mstep: Class 5 contains 6492 members 
Mstep: Class 7 contains 18856 members 
Mstep: Class 10 contains 3552 members 
Mstep: Class 12 contains 48770 members 
Mstep: Class 14 contains 15395 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 167915 members 
Mstep: Class 22 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094896.000000 Penalty: 39986.421875
Iteration 86Q: 13 clusters Score -8.10949e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150113 members 
Mstep: Class 4 contains 263511 members 
Mstep: Class 5 contains 6582 members 
Mstep: Class 7 contains 18881 members 
Mstep: Class 10 contains 3557 members 
Mstep: Class 12 contains 48759 members 
Mstep: Class 14 contains 15361 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 169456 members 
Mstep: Class 22 contains 2419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81095208.000000 Penalty: 39986.421875
Iteration 87Q: 13 clusters Score -8.109521e+07 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 148778 members 
Mstep: Class 4 contains 263394 members 
Mstep: Class 5 contains 6661 members 
Mstep: Class 7 contains 18904 members 
Mstep: Class 10 contains 3565 members 
Mstep: Class 12 contains 48783 members 
Mstep: Class 14 contains 15332 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 170797 members 
Mstep: Class 22 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81095320.000000 Penalty: 39986.421875
Iteration 88Q: 13 clusters Score -8.109532e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 147514 members 
Mstep: Class 4 contains 263228 members 
Mstep: Class 5 contains 6750 members 
Mstep: Class 7 contains 18910 members 
Mstep: Class 10 contains 3569 members 
Mstep: Class 12 contains 48824 members 
Mstep: Class 14 contains 15309 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 172106 members 
Mstep: Class 22 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094880.000000 Penalty: 39986.421875
Iteration 89Q: 13 clusters Score -8.109488e+07 nChanged 3406
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 146347 members 
Mstep: Class 4 contains 263113 members 
Mstep: Class 5 contains 6844 members 
Mstep: Class 7 contains 18914 members 
Mstep: Class 10 contains 3572 members 
Mstep: Class 12 contains 48888 members 
Mstep: Class 14 contains 15279 members 
Mstep: Class 16 contains 2273 members 
Mstep: Class 21 contains 173252 members 
Mstep: Class 22 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81094328.000000 Penalty: 39986.421875
Iteration 90Q: 13 clusters Score -8.109433e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 145419 members 
Mstep: Class 4 contains 262954 members 
Mstep: Class 5 contains 6912 members 
Mstep: Class 7 contains 18925 members 
Mstep: Class 10 contains 3580 members 
Mstep: Class 12 contains 48947 members 
Mstep: Class 14 contains 15239 members 
Mstep: Class 16 contains 2275 members 
Mstep: Class 21 contains 174225 members 
Mstep: Class 22 contains 2420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093864.000000 Penalty: 39986.421875
Iteration 91Q: 13 clusters Score -8.109386e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 144670 members 
Mstep: Class 4 contains 262865 members 
Mstep: Class 5 contains 6981 members 
Mstep: Class 7 contains 18939 members 
Mstep: Class 10 contains 3598 members 
Mstep: Class 12 contains 49018 members 
Mstep: Class 14 contains 15226 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 174899 members 
Mstep: Class 22 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093712.000000 Penalty: 39986.421875
Iteration 92Q: 13 clusters Score -8.109371e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 144124 members 
Mstep: Class 4 contains 262770 members 
Mstep: Class 5 contains 7034 members 
Mstep: Class 7 contains 18949 members 
Mstep: Class 10 contains 3602 members 
Mstep: Class 12 contains 49094 members 
Mstep: Class 14 contains 15208 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 21 contains 175410 members 
Mstep: Class 22 contains 2421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093464.000000 Penalty: 39986.421875
Iteration 93Q: 13 clusters Score -8.109346e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 143659 members 
Mstep: Class 4 contains 262727 members 
Mstep: Class 5 contains 7092 members 
Mstep: Class 7 contains 18954 members 
Mstep: Class 10 contains 3610 members 
Mstep: Class 12 contains 49154 members 
Mstep: Class 14 contains 15217 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 175772 members 
Mstep: Class 22 contains 2423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093232.000000 Penalty: 39986.421875
Iteration 94Q: 13 clusters Score -8.109323e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 143360 members 
Mstep: Class 4 contains 262676 members 
Mstep: Class 5 contains 7139 members 
Mstep: Class 7 contains 18962 members 
Mstep: Class 10 contains 3622 members 
Mstep: Class 12 contains 49205 members 
Mstep: Class 14 contains 15221 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 175998 members 
Mstep: Class 22 contains 2425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093120.000000 Penalty: 39986.421875
Iteration 95Q: 13 clusters Score -8.109312e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 143111 members 
Mstep: Class 4 contains 262647 members 
Mstep: Class 5 contains 7174 members 
Mstep: Class 7 contains 18966 members 
Mstep: Class 10 contains 3636 members 
Mstep: Class 12 contains 49237 members 
Mstep: Class 14 contains 15216 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 176194 members 
Mstep: Class 22 contains 2427 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 96Q: 13 clusters Score -8.109295e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 142983 members 
Mstep: Class 4 contains 262600 members 
Mstep: Class 5 contains 7199 members 
Mstep: Class 7 contains 18974 members 
Mstep: Class 10 contains 3639 members 
Mstep: Class 12 contains 49259 members 
Mstep: Class 14 contains 15214 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 21 contains 176308 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 97Q: 13 clusters Score -8.109274e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 142908 members 
Mstep: Class 4 contains 262565 members 
Mstep: Class 5 contains 7218 members 
Mstep: Class 7 contains 18987 members 
Mstep: Class 10 contains 3650 members 
Mstep: Class 12 contains 49280 members 
Mstep: Class 14 contains 15221 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 176348 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 98Q: 13 clusters Score -8.10925e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 142950 members 
Mstep: Class 4 contains 262559 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 7 contains 18990 members 
Mstep: Class 10 contains 3658 members 
Mstep: Class 12 contains 49294 members 
Mstep: Class 14 contains 15231 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 176255 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 99Q: 13 clusters Score -8.109251e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 143042 members 
Mstep: Class 4 contains 262550 members 
Mstep: Class 5 contains 7248 members 
Mstep: Class 7 contains 18992 members 
Mstep: Class 10 contains 3665 members 
Mstep: Class 12 contains 49332 members 
Mstep: Class 14 contains 15242 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 176103 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 100F: 13 clusters Score -8.109254e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 143209 members 
Mstep: Class 4 contains 262490 members 
Mstep: Class 5 contains 7257 members 
Mstep: Class 7 contains 18997 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 12 contains 49372 members 
Mstep: Class 14 contains 15258 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 175907 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 101Q: 13 clusters Score -8.109253e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 143481 members 
Mstep: Class 4 contains 262448 members 
Mstep: Class 5 contains 7245 members 
Mstep: Class 7 contains 18998 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 12 contains 49399 members 
Mstep: Class 14 contains 15264 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 175647 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 102Q: 13 clusters Score -8.109244e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 143787 members 
Mstep: Class 4 contains 262425 members 
Mstep: Class 5 contains 7240 members 
Mstep: Class 7 contains 19002 members 
Mstep: Class 10 contains 3688 members 
Mstep: Class 12 contains 49432 members 
Mstep: Class 14 contains 15260 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 21 contains 175332 members 
Mstep: Class 22 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 103Q: 13 clusters Score -8.10925e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 144094 members 
Mstep: Class 4 contains 262411 members 
Mstep: Class 5 contains 7239 members 
Mstep: Class 7 contains 19010 members 
Mstep: Class 10 contains 3696 members 
Mstep: Class 12 contains 49458 members 
Mstep: Class 14 contains 15260 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 174992 members 
Mstep: Class 22 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 104Q: 13 clusters Score -8.109262e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 144473 members 
Mstep: Class 4 contains 262401 members 
Mstep: Class 5 contains 7247 members 
Mstep: Class 7 contains 19014 members 
Mstep: Class 10 contains 3690 members 
Mstep: Class 12 contains 49478 members 
Mstep: Class 14 contains 15267 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 21 contains 174592 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092528.000000 Penalty: 39986.421875
Iteration 105Q: 13 clusters Score -8.109253e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 144898 members 
Mstep: Class 4 contains 262407 members 
Mstep: Class 5 contains 7236 members 
Mstep: Class 7 contains 19020 members 
Mstep: Class 10 contains 3685 members 
Mstep: Class 12 contains 49500 members 
Mstep: Class 14 contains 15264 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 174153 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092624.000000 Penalty: 39986.421875
Iteration 106Q: 13 clusters Score -8.109262e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 145353 members 
Mstep: Class 4 contains 262399 members 
Mstep: Class 5 contains 7235 members 
Mstep: Class 7 contains 19026 members 
Mstep: Class 10 contains 3683 members 
Mstep: Class 12 contains 49528 members 
Mstep: Class 14 contains 15257 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 173679 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 107Q: 13 clusters Score -8.109276e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 145826 members 
Mstep: Class 4 contains 262396 members 
Mstep: Class 5 contains 7228 members 
Mstep: Class 7 contains 19030 members 
Mstep: Class 10 contains 3693 members 
Mstep: Class 12 contains 49558 members 
Mstep: Class 14 contains 15253 members 
Mstep: Class 16 contains 2293 members 
Mstep: Class 21 contains 173171 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 108Q: 13 clusters Score -8.109256e+07 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 146335 members 
Mstep: Class 4 contains 262367 members 
Mstep: Class 5 contains 7220 members 
Mstep: Class 7 contains 19044 members 
Mstep: Class 10 contains 3697 members 
Mstep: Class 12 contains 49587 members 
Mstep: Class 14 contains 15250 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 21 contains 172653 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092632.000000 Penalty: 39986.421875
Iteration 109Q: 13 clusters Score -8.109263e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 146856 members 
Mstep: Class 4 contains 262283 members 
Mstep: Class 5 contains 7220 members 
Mstep: Class 7 contains 19053 members 
Mstep: Class 10 contains 3709 members 
Mstep: Class 12 contains 49603 members 
Mstep: Class 14 contains 15255 members 
Mstep: Class 16 contains 2296 members 
Mstep: Class 21 contains 172173 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81092720.000000 Penalty: 39986.421875
Iteration 110Q: 13 clusters Score -8.109272e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 147405 members 
Mstep: Class 4 contains 262154 members 
Mstep: Class 5 contains 7211 members 
Mstep: Class 7 contains 19059 members 
Mstep: Class 10 contains 3719 members 
Mstep: Class 12 contains 49623 members 
Mstep: Class 14 contains 15257 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 21 contains 171722 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 111Q: 13 clusters Score -8.109254e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 147986 members 
Mstep: Class 4 contains 261979 members 
Mstep: Class 5 contains 7200 members 
Mstep: Class 7 contains 19065 members 
Mstep: Class 10 contains 3728 members 
Mstep: Class 12 contains 49638 members 
Mstep: Class 14 contains 15264 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 21 contains 171288 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 112Q: 13 clusters Score -8.109262e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 148641 members 
Mstep: Class 4 contains 261772 members 
Mstep: Class 5 contains 7196 members 
Mstep: Class 7 contains 19073 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 12 contains 49646 members 
Mstep: Class 14 contains 15261 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 21 contains 170824 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
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Iteration 113Q: 13 clusters Score -8.109286e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 149216 members 
Mstep: Class 4 contains 261556 members 
Mstep: Class 5 contains 7202 members 
Mstep: Class 7 contains 19084 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 12 contains 49652 members 
Mstep: Class 14 contains 15267 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 21 contains 170431 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 114Q: 13 clusters Score -8.109282e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 149798 members 
Mstep: Class 4 contains 261311 members 
Mstep: Class 5 contains 7208 members 
Mstep: Class 7 contains 19100 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 12 contains 49665 members 
Mstep: Class 14 contains 15273 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 21 contains 170046 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 115Q: 13 clusters Score -8.1093e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150427 members 
Mstep: Class 4 contains 261034 members 
Mstep: Class 5 contains 7220 members 
Mstep: Class 7 contains 19124 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 12 contains 49676 members 
Mstep: Class 14 contains 15278 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 21 contains 169649 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 116Q: 13 clusters Score -8.109322e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151072 members 
Mstep: Class 4 contains 260711 members 
Mstep: Class 5 contains 7229 members 
Mstep: Class 7 contains 19142 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 12 contains 49692 members 
Mstep: Class 14 contains 15288 members 
Mstep: Class 16 contains 2298 members 
Mstep: Class 21 contains 169274 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 117Q: 13 clusters Score -8.109334e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151643 members 
Mstep: Class 4 contains 260369 members 
Mstep: Class 5 contains 7238 members 
Mstep: Class 7 contains 19163 members 
Mstep: Class 10 contains 3742 members 
Mstep: Class 12 contains 49713 members 
Mstep: Class 14 contains 15297 members 
Mstep: Class 16 contains 2299 members 
Mstep: Class 21 contains 168979 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
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Iteration 118Q: 13 clusters Score -8.10936e+07 nChanged 1533
Entering ConstructFrom: 
Score: -81093600.000000 Penalty: 39986.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Entering Unmasked Estep 
Score: -363143.625000 Penalty: 1998.700562
	Iteration 0F: 2 clusters Score -363143.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -359794.250000 Penalty: 3997.401123
	Iteration 0F: 3 clusters Score -359794.2 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -360492.781250 Penalty: 3997.401123
	Iteration 1F: 3 clusters Score -360492.8 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -360675.437500 Penalty: 3997.401123
	Iteration 2F: 3 clusters Score -360675.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -360796.906250 Penalty: 3997.401123
	Iteration 3Q: 3 clusters Score -360796.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -360880.312500 Penalty: 3997.401123
	Iteration 4Q: 3 clusters Score -360880.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -360972.625000 Penalty: 3997.401123
	Iteration 5Q: 3 clusters Score -360972.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -361023.125000 Penalty: 3997.401123
	Iteration 6Q: 3 clusters Score -361023.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -361060.718750 Penalty: 3997.401123
	Iteration 7Q: 3 clusters Score -361060.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -361091.250000 Penalty: 3997.401123
	Iteration 8Q: 3 clusters Score -361091.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -361116.937500 Penalty: 3997.401123
	Iteration 9Q: 3 clusters Score -361116.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -361141.750000 Penalty: 3997.401123
	Iteration 10Q: 3 clusters Score -361141.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -361165.343750 Penalty: 3997.401123
	Iteration 11Q: 3 clusters Score -361165.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -361194.343750 Penalty: 3997.401123
	Iteration 12Q: 3 clusters Score -361194.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -361214.781250 Penalty: 3997.401123
	Iteration 13Q: 3 clusters Score -361214.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -361229.781250 Penalty: 3997.401123
	Iteration 14Q: 3 clusters Score -361229.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -361246.781250 Penalty: 3997.401123
	Iteration 15Q: 3 clusters Score -361246.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -361263.812500 Penalty: 3997.401123
	Iteration 16Q: 3 clusters Score -361263.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -361283.625000 Penalty: 3997.401123
	Iteration 17Q: 3 clusters Score -361283.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -361301.187500 Penalty: 3997.401123
	Iteration 18Q: 3 clusters Score -361301.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -361317.562500 Penalty: 3997.401123
	Iteration 19Q: 3 clusters Score -361317.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -361327.750000 Penalty: 3997.401123
	Iteration 20F: 3 clusters Score -361327.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -361340.250000 Penalty: 3997.401123
	Iteration 21Q: 3 clusters Score -361340.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -361347.968750 Penalty: 3997.401123
	Iteration 22Q: 3 clusters Score -361348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -361360.093750 Penalty: 3997.401123
	Iteration 23Q: 3 clusters Score -361360.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -361368.156250 Penalty: 3997.401123
	Iteration 24Q: 3 clusters Score -361368.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -361376.218750 Penalty: 3997.401123
	Iteration 25Q: 3 clusters Score -361376.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -361388.468750 Penalty: 3997.401123
	Iteration 26Q: 3 clusters Score -361388.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -361397.250000 Penalty: 3997.401123
	Iteration 27Q: 3 clusters Score -361397.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -361404.593750 Penalty: 3997.401123
	Iteration 28Q: 3 clusters Score -361404.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -361410.843750 Penalty: 3997.401123
	Iteration 29Q: 3 clusters Score -361410.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -361416.250000 Penalty: 3997.401123
	Iteration 30Q: 3 clusters Score -361416.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -361422.468750 Penalty: 3997.401123
	Iteration 31Q: 3 clusters Score -361422.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -361428.843750 Penalty: 3997.401123
	Iteration 32Q: 3 clusters Score -361428.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -361433.437500 Penalty: 3997.401123
	Iteration 33Q: 3 clusters Score -361433.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -361439.906250 Penalty: 3997.401123
	Iteration 34Q: 3 clusters Score -361439.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -361446.093750 Penalty: 3997.401123
	Iteration 35Q: 3 clusters Score -361446.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -361453.218750 Penalty: 3997.401123
	Iteration 36Q: 3 clusters Score -361453.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -361462.906250 Penalty: 3997.401123
	Iteration 37Q: 3 clusters Score -361462.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -361476.875000 Penalty: 3997.401123
	Iteration 38Q: 3 clusters Score -361476.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -361492.718750 Penalty: 3997.401123
	Iteration 39Q: 3 clusters Score -361492.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -361505.812500 Penalty: 3997.401123
	Iteration 40F: 3 clusters Score -361505.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -361514.812500 Penalty: 3997.401123
	Iteration 41Q: 3 clusters Score -361514.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -361523.468750 Penalty: 3997.401123
	Iteration 42Q: 3 clusters Score -361523.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -361529.781250 Penalty: 3997.401123
	Iteration 43Q: 3 clusters Score -361529.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -361534.343750 Penalty: 3997.401123
	Iteration 44Q: 3 clusters Score -361534.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -361539.812500 Penalty: 3997.401123
	Iteration 45Q: 3 clusters Score -361539.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -361547.406250 Penalty: 3997.401123
	Iteration 46Q: 3 clusters Score -361547.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -361557.968750 Penalty: 3997.401123
	Iteration 47Q: 3 clusters Score -361558 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -361567.812500 Penalty: 3997.401123
	Iteration 48Q: 3 clusters Score -361567.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -361576.406250 Penalty: 3997.401123
	Iteration 49Q: 3 clusters Score -361576.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -361582.312500 Penalty: 3997.401123
	Iteration 50Q: 3 clusters Score -361582.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -361591.156250 Penalty: 3997.401123
	Iteration 51Q: 3 clusters Score -361591.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -361599.000000 Penalty: 3997.401123
	Iteration 52Q: 3 clusters Score -361599 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -361607.093750 Penalty: 3997.401123
	Iteration 53Q: 3 clusters Score -361607.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -361614.937500 Penalty: 3997.401123
	Iteration 54Q: 3 clusters Score -361614.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -361622.750000 Penalty: 3997.401123
	Iteration 55Q: 3 clusters Score -361622.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -361629.000000 Penalty: 3997.401123
	Iteration 56Q: 3 clusters Score -361629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -361636.343750 Penalty: 3997.401123
	Iteration 57Q: 3 clusters Score -361636.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -361643.156250 Penalty: 3997.401123
	Iteration 58Q: 3 clusters Score -361643.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -361651.375000 Penalty: 3997.401123
	Iteration 59Q: 3 clusters Score -361651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -361654.468750 Penalty: 3997.401123
	Iteration 60F: 3 clusters Score -361654.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -361659.312500 Penalty: 3997.401123
	Iteration 61Q: 3 clusters Score -361659.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -361661.687500 Penalty: 3997.401123
	Iteration 62Q: 3 clusters Score -361661.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -361664.781250 Penalty: 3997.401123
	Iteration 63Q: 3 clusters Score -361664.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -361666.906250 Penalty: 3997.401123
	Iteration 64Q: 3 clusters Score -361666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -361670.500000 Penalty: 3997.401123
	Iteration 65Q: 3 clusters Score -361670.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -361673.968750 Penalty: 3997.401123
	Iteration 66Q: 3 clusters Score -361674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -361675.343750 Penalty: 3997.401123
	Iteration 67Q: 3 clusters Score -361675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -361676.468750 Penalty: 3997.401123
	Iteration 68Q: 3 clusters Score -361676.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -361677.125000 Penalty: 3997.401123
	Iteration 69Q: 3 clusters Score -361677.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -361677.125000 Penalty: 3997.401123
	Iteration 70F: 3 clusters Score -361677.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -35119.992188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -35119.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -33865.300781 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -33865.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -33999.015625 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -33999.02 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -34051.886719 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -34051.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34076.406250 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -34076.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -34081.707031 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -34081.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -34084.015625 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -34084.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34086.085938 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -34086.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -34086.085938 Penalty: 2918.127930
	Iteration 7F: 3 clusters Score -34086.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152268 members 
Entering Unmasked Estep 
Score: -18461360.000000 Penalty: 2959.482422
	Iteration 0F: 2 clusters Score -1.846136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76233 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -18359828.000000 Penalty: 5918.964844
	Iteration 0F: 3 clusters Score -1.835983e+07 nChanged 72823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78220 members 
Mstep: Class 2 contains 74048 members 
Entering Unmasked Estep 
Score: -18402434.000000 Penalty: 5918.964844
	Iteration 1F: 3 clusters Score -1.840243e+07 nChanged 4815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79377 members 
Mstep: Class 2 contains 72891 members 
Entering Unmasked Estep 
Score: -18403500.000000 Penalty: 5918.964844
	Iteration 2Q: 3 clusters Score -1.84035e+07 nChanged 5184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81049 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -18405290.000000 Penalty: 5918.964844
	Iteration 3Q: 3 clusters Score -1.840529e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83303 members 
Mstep: Class 2 contains 68965 members 
Entering Unmasked Estep 
Score: -18407748.000000 Penalty: 5918.964844
	Iteration 4Q: 3 clusters Score -1.840775e+07 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 66096 members 
Entering Unmasked Estep 
Score: -18410840.000000 Penalty: 5918.964844
	Iteration 5Q: 3 clusters Score -1.841084e+07 nChanged 7070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89702 members 
Mstep: Class 2 contains 62566 members 
Entering Unmasked Estep 
Score: -18414824.000000 Penalty: 5918.964844
	Iteration 6Q: 3 clusters Score -1.841482e+07 nChanged 7895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93663 members 
Mstep: Class 2 contains 58605 members 
Entering Unmasked Estep 
Score: -18420058.000000 Penalty: 5918.964844
	Iteration 7F: 3 clusters Score -1.842006e+07 nChanged 8634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97545 members 
Mstep: Class 2 contains 54723 members 
Entering Unmasked Estep 
Score: -18426072.000000 Penalty: 5918.964844
	Iteration 8F: 3 clusters Score -1.842607e+07 nChanged 8951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100796 members 
Mstep: Class 2 contains 51472 members 
Entering Unmasked Estep 
Score: -18432700.000000 Penalty: 5918.964844
	Iteration 9F: 3 clusters Score -1.84327e+07 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103046 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -18437948.000000 Penalty: 5918.964844
	Iteration 10F: 3 clusters Score -1.843795e+07 nChanged 6509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104579 members 
Mstep: Class 2 contains 47689 members 
Entering Unmasked Estep 
Score: -18440724.000000 Penalty: 5918.964844
	Iteration 11Q: 3 clusters Score -1.844072e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105944 members 
Mstep: Class 2 contains 46324 members 
Entering Unmasked Estep 
Score: -18441956.000000 Penalty: 5918.964844
	Iteration 12Q: 3 clusters Score -1.844196e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107388 members 
Mstep: Class 2 contains 44880 members 
Entering Unmasked Estep 
Score: -18442608.000000 Penalty: 5918.964844
	Iteration 13Q: 3 clusters Score -1.844261e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108928 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -18443030.000000 Penalty: 5918.964844
	Iteration 14Q: 3 clusters Score -1.844303e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110490 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -18443582.000000 Penalty: 5918.964844
	Iteration 15Q: 3 clusters Score -1.844358e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112123 members 
Mstep: Class 2 contains 40145 members 
Entering Unmasked Estep 
Score: -18444054.000000 Penalty: 5918.964844
	Iteration 16Q: 3 clusters Score -1.844405e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113863 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -18444468.000000 Penalty: 5918.964844
	Iteration 17Q: 3 clusters Score -1.844447e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115628 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -18445128.000000 Penalty: 5918.964844
	Iteration 18Q: 3 clusters Score -1.844513e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117432 members 
Mstep: Class 2 contains 34836 members 
Entering Unmasked Estep 
Score: -18445726.000000 Penalty: 5918.964844
	Iteration 19Q: 3 clusters Score -1.844573e+07 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119353 members 
Mstep: Class 2 contains 32915 members 
Entering Unmasked Estep 
Score: -18446310.000000 Penalty: 5918.964844
	Iteration 20F: 3 clusters Score -1.844631e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121295 members 
Mstep: Class 2 contains 30973 members 
Entering Unmasked Estep 
Score: -18447004.000000 Penalty: 5918.964844
	Iteration 21Q: 3 clusters Score -1.8447e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123301 members 
Mstep: Class 2 contains 28967 members 
Entering Unmasked Estep 
Score: -18447622.000000 Penalty: 5918.964844
	Iteration 22Q: 3 clusters Score -1.844762e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125399 members 
Mstep: Class 2 contains 26869 members 
Entering Unmasked Estep 
Score: -18448292.000000 Penalty: 5918.964844
	Iteration 23Q: 3 clusters Score -1.844829e+07 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127482 members 
Mstep: Class 2 contains 24786 members 
Entering Unmasked Estep 
Score: -18449114.000000 Penalty: 5918.964844
	Iteration 24Q: 3 clusters Score -1.844911e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129541 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -18449878.000000 Penalty: 5918.964844
	Iteration 25Q: 3 clusters Score -1.844988e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131541 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -18450628.000000 Penalty: 5918.964844
	Iteration 26Q: 3 clusters Score -1.845063e+07 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133543 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -18451506.000000 Penalty: 5918.964844
	Iteration 27Q: 3 clusters Score -1.845151e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135491 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -18452316.000000 Penalty: 5918.964844
	Iteration 28Q: 3 clusters Score -1.845232e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137326 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -18453206.000000 Penalty: 5918.964844
	Iteration 29Q: 3 clusters Score -1.845321e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138969 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -18453954.000000 Penalty: 5918.964844
	Iteration 30Q: 3 clusters Score -1.845395e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140519 members 
Mstep: Class 2 contains 11749 members 
Entering Unmasked Estep 
Score: -18454658.000000 Penalty: 5918.964844
	Iteration 31Q: 3 clusters Score -1.845466e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141960 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -18455380.000000 Penalty: 5918.964844
	Iteration 32Q: 3 clusters Score -1.845538e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143252 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -18455994.000000 Penalty: 5918.964844
	Iteration 33Q: 3 clusters Score -1.845599e+07 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144455 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -18456516.000000 Penalty: 5918.964844
	Iteration 34Q: 3 clusters Score -1.845652e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145527 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -18456974.000000 Penalty: 5918.964844
	Iteration 35Q: 3 clusters Score -1.845697e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -18457442.000000 Penalty: 5918.964844
	Iteration 36Q: 3 clusters Score -1.845744e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147354 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -18457822.000000 Penalty: 5918.964844
	Iteration 37Q: 3 clusters Score -1.845782e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148026 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -18458046.000000 Penalty: 5918.964844
	Iteration 38Q: 3 clusters Score -1.845805e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148635 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -18458204.000000 Penalty: 5918.964844
	Iteration 39Q: 3 clusters Score -1.84582e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149118 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -18458420.000000 Penalty: 5918.964844
	Iteration 40F: 3 clusters Score -1.845842e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149511 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -18458550.000000 Penalty: 5918.964844
	Iteration 41Q: 3 clusters Score -1.845855e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149825 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -18458622.000000 Penalty: 5918.964844
	Iteration 42Q: 3 clusters Score -1.845862e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150071 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -18458678.000000 Penalty: 5918.964844
	Iteration 43Q: 3 clusters Score -1.845868e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150260 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -18458746.000000 Penalty: 5918.964844
	Iteration 44Q: 3 clusters Score -1.845875e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150417 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -18458806.000000 Penalty: 5918.964844
	Iteration 45Q: 3 clusters Score -1.845881e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150529 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -18458838.000000 Penalty: 5918.964844
	Iteration 46Q: 3 clusters Score -1.845884e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150630 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -18458844.000000 Penalty: 5918.964844
	Iteration 47Q: 3 clusters Score -1.845884e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150685 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -18458852.000000 Penalty: 5918.964844
	Iteration 48Q: 3 clusters Score -1.845885e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150758 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -18458872.000000 Penalty: 5918.964844
	Iteration 49Q: 3 clusters Score -1.845887e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150819 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -18458890.000000 Penalty: 5918.964844
	Iteration 50Q: 3 clusters Score -1.845889e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150873 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -18458892.000000 Penalty: 5918.964844
	Iteration 51Q: 3 clusters Score -1.845889e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150937 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -18458942.000000 Penalty: 5918.964844
	Iteration 52Q: 3 clusters Score -1.845894e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150983 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -18458970.000000 Penalty: 5918.964844
	Iteration 53Q: 3 clusters Score -1.845897e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151032 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -18458982.000000 Penalty: 5918.964844
	Iteration 54Q: 3 clusters Score -1.845898e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151066 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -18459006.000000 Penalty: 5918.964844
	Iteration 55Q: 3 clusters Score -1.845901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151097 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -18459010.000000 Penalty: 5918.964844
	Iteration 56Q: 3 clusters Score -1.845901e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151116 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -18459030.000000 Penalty: 5918.964844
	Iteration 57Q: 3 clusters Score -1.845903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151141 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -18459048.000000 Penalty: 5918.964844
	Iteration 58Q: 3 clusters Score -1.845905e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151154 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -18459038.000000 Penalty: 5918.964844
	Iteration 59Q: 3 clusters Score -1.845904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151162 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -18459048.000000 Penalty: 5918.964844
	Iteration 60F: 3 clusters Score -1.845905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151167 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -18459056.000000 Penalty: 5918.964844
	Iteration 61Q: 3 clusters Score -1.845906e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151177 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -18459046.000000 Penalty: 5918.964844
	Iteration 62Q: 3 clusters Score -1.845905e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151184 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -18459038.000000 Penalty: 5918.964844
	Iteration 63Q: 3 clusters Score -1.845904e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151188 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -18459050.000000 Penalty: 5918.964844
	Iteration 64Q: 3 clusters Score -1.845905e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151193 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -18459058.000000 Penalty: 5918.964844
	Iteration 65Q: 3 clusters Score -1.845906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151199 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -18459042.000000 Penalty: 5918.964844
	Iteration 66Q: 3 clusters Score -1.845904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151202 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18459048.000000 Penalty: 5918.964844
	Iteration 67Q: 3 clusters Score -1.845905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151204 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -18459056.000000 Penalty: 5918.964844
	Iteration 68Q: 3 clusters Score -1.845906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151205 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -18459062.000000 Penalty: 5918.964844
	Iteration 69Q: 3 clusters Score -1.845906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18459056.000000 Penalty: 5918.964844
	Iteration 70Q: 3 clusters Score -1.845906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151206 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -18459056.000000 Penalty: 5918.964844
	Iteration 71F: 3 clusters Score -1.845906e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (260004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260004 members 
Entering Unmasked Estep 
Score: -31153910.000000 Penalty: 3092.176270
	Iteration 0F: 2 clusters Score -3.115391e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130471 members 
Mstep: Class 2 contains 129533 members 
Entering Unmasked Estep 
Score: -30986108.000000 Penalty: 6184.352539
	Iteration 0F: 3 clusters Score -3.098611e+07 nChanged 125796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140671 members 
Mstep: Class 2 contains 119333 members 
Entering Unmasked Estep 
Score: -31061750.000000 Penalty: 6184.352539
	Iteration 1F: 3 clusters Score -3.106175e+07 nChanged 7900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147139 members 
Mstep: Class 2 contains 112865 members 
Entering Unmasked Estep 
Score: -31064016.000000 Penalty: 6184.352539
	Iteration 2Q: 3 clusters Score -3.106402e+07 nChanged 10981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157566 members 
Mstep: Class 2 contains 102438 members 
Entering Unmasked Estep 
Score: -31068038.000000 Penalty: 6184.352539
	Iteration 3Q: 3 clusters Score -3.106804e+07 nChanged 15985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173379 members 
Mstep: Class 2 contains 86625 members 
Entering Unmasked Estep 
Score: -31076652.000000 Penalty: 6184.352539
	Iteration 4F: 3 clusters Score -3.107665e+07 nChanged 22373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195742 members 
Mstep: Class 2 contains 64262 members 
Entering Unmasked Estep 
Score: -31092794.000000 Penalty: 6184.352539
	Iteration 5F: 3 clusters Score -3.109279e+07 nChanged 26312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222054 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -31115608.000000 Penalty: 6184.352539
	Iteration 6F: 3 clusters Score -3.111561e+07 nChanged 22496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244550 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -31136738.000000 Penalty: 6184.352539
	Iteration 7F: 3 clusters Score -3.113674e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256001 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -31147262.000000 Penalty: 6184.352539
	Iteration 8Q: 3 clusters Score -3.114726e+07 nChanged 3145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259146 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -31150166.000000 Penalty: 6184.352539
	Iteration 9Q: 3 clusters Score -3.115017e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259721 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -31150764.000000 Penalty: 6184.352539
	Iteration 10Q: 3 clusters Score -3.115076e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259826 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -31150956.000000 Penalty: 6184.352539
	Iteration 11Q: 3 clusters Score -3.115096e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259853 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -31151042.000000 Penalty: 6184.352539
	Iteration 12Q: 3 clusters Score -3.115104e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259861 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -31151098.000000 Penalty: 6184.352539
	Iteration 13Q: 3 clusters Score -3.11511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259863 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -31151114.000000 Penalty: 6184.352539
	Iteration 14Q: 3 clusters Score -3.115111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259862 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -31151106.000000 Penalty: 6184.352539
	Iteration 15Q: 3 clusters Score -3.115111e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259864 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -31151124.000000 Penalty: 6184.352539
	Iteration 16Q: 3 clusters Score -3.115112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259865 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -31151124.000000 Penalty: 6184.352539
	Iteration 17Q: 3 clusters Score -3.115112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259867 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -31151120.000000 Penalty: 6184.352539
	Iteration 18Q: 3 clusters Score -3.115112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259868 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -31151124.000000 Penalty: 6184.352539
	Iteration 19Q: 3 clusters Score -3.115112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259869 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -31151112.000000 Penalty: 6184.352539
	Iteration 20F: 3 clusters Score -3.115111e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Entering Unmasked Estep 
Score: -870165.250000 Penalty: 2204.514404
	Iteration 0F: 2 clusters Score -870165.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -864232.062500 Penalty: 4409.028809
	Iteration 0F: 3 clusters Score -864232.1 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -865866.187500 Penalty: 4409.028809
	Iteration 1F: 3 clusters Score -865866.2 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -866222.625000 Penalty: 4409.028809
	Iteration 2F: 3 clusters Score -866222.6 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -866522.062500 Penalty: 4409.028809
	Iteration 3F: 3 clusters Score -866522.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -866844.500000 Penalty: 4409.028809
	Iteration 4F: 3 clusters Score -866844.5 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -867146.750000 Penalty: 4409.028809
	Iteration 5F: 3 clusters Score -867146.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -867413.187500 Penalty: 4409.028809
	Iteration 6F: 3 clusters Score -867413.2 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -867669.187500 Penalty: 4409.028809
	Iteration 7F: 3 clusters Score -867669.2 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -867905.375000 Penalty: 4409.028809
	Iteration 8Q: 3 clusters Score -867905.4 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -868112.500000 Penalty: 4409.028809
	Iteration 9Q: 3 clusters Score -868112.5 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -868280.250000 Penalty: 4409.028809
	Iteration 10Q: 3 clusters Score -868280.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -868419.187500 Penalty: 4409.028809
	Iteration 11Q: 3 clusters Score -868419.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -868541.312500 Penalty: 4409.028809
	Iteration 12Q: 3 clusters Score -868541.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -868635.312500 Penalty: 4409.028809
	Iteration 13Q: 3 clusters Score -868635.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -868692.187500 Penalty: 4409.028809
	Iteration 14Q: 3 clusters Score -868692.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -868725.562500 Penalty: 4409.028809
	Iteration 15Q: 3 clusters Score -868725.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -868738.062500 Penalty: 4409.028809
	Iteration 16Q: 3 clusters Score -868738.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -868748.062500 Penalty: 4409.028809
	Iteration 17Q: 3 clusters Score -868748.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -868759.000000 Penalty: 4409.028809
	Iteration 18Q: 3 clusters Score -868759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -868761.562500 Penalty: 4409.028809
	Iteration 19Q: 3 clusters Score -868761.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -868768.437500 Penalty: 4409.028809
	Iteration 20F: 3 clusters Score -868768.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -868771.125000 Penalty: 4409.028809
	Iteration 21Q: 3 clusters Score -868771.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -868777.750000 Penalty: 4409.028809
	Iteration 22Q: 3 clusters Score -868777.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -868781.187500 Penalty: 4409.028809
	Iteration 23Q: 3 clusters Score -868781.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -868788.562500 Penalty: 4409.028809
	Iteration 24Q: 3 clusters Score -868788.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -868789.312500 Penalty: 4409.028809
	Iteration 25Q: 3 clusters Score -868789.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -868794.437500 Penalty: 4409.028809
	Iteration 26Q: 3 clusters Score -868794.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -868796.000000 Penalty: 4409.028809
	Iteration 27Q: 3 clusters Score -868796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -868796.625000 Penalty: 4409.028809
	Iteration 28Q: 3 clusters Score -868796.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -868799.187500 Penalty: 4409.028809
	Iteration 29Q: 3 clusters Score -868799.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -868800.187500 Penalty: 4409.028809
	Iteration 30Q: 3 clusters Score -868800.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -868803.125000 Penalty: 4409.028809
	Iteration 31Q: 3 clusters Score -868803.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -868805.375000 Penalty: 4409.028809
	Iteration 32Q: 3 clusters Score -868805.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -868804.187500 Penalty: 4409.028809
	Iteration 33Q: 3 clusters Score -868804.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -868803.187500 Penalty: 4409.028809
	Iteration 34Q: 3 clusters Score -868803.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -868806.187500 Penalty: 4409.028809
	Iteration 35Q: 3 clusters Score -868806.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -868808.187500 Penalty: 4409.028809
	Iteration 36Q: 3 clusters Score -868808.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -868807.500000 Penalty: 4409.028809
	Iteration 37Q: 3 clusters Score -868807.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -868807.500000 Penalty: 4409.028809
	Iteration 38Q: 3 clusters Score -868807.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -868807.625000 Penalty: 4409.028809
	Iteration 39Q: 3 clusters Score -868807.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -868807.625000 Penalty: 4409.028809
	Iteration 40F: 3 clusters Score -868807.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Entering Unmasked Estep 
Score: -2314629.000000 Penalty: 2445.734375
	Iteration 0F: 2 clusters Score -2314629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2301051.000000 Penalty: 4891.468750
	Iteration 0F: 3 clusters Score -2301051 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2305462.750000 Penalty: 4891.468750
	Iteration 1F: 3 clusters Score -2305463 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2305823.500000 Penalty: 4891.468750
	Iteration 2F: 3 clusters Score -2305824 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2306174.000000 Penalty: 4891.468750
	Iteration 3Q: 3 clusters Score -2306174 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2306501.500000 Penalty: 4891.468750
	Iteration 4Q: 3 clusters Score -2306502 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2306805.000000 Penalty: 4891.468750
	Iteration 5Q: 3 clusters Score -2306805 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2307142.750000 Penalty: 4891.468750
	Iteration 6Q: 3 clusters Score -2307143 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2307504.250000 Penalty: 4891.468750
	Iteration 7Q: 3 clusters Score -2307504 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2307834.750000 Penalty: 4891.468750
	Iteration 8Q: 3 clusters Score -2307835 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2308176.000000 Penalty: 4891.468750
	Iteration 9Q: 3 clusters Score -2308176 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 11643 members 
Entering Unmasked Estep 
Score: -2308572.500000 Penalty: 4891.468750
	Iteration 10Q: 3 clusters Score -2308572 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2308919.500000 Penalty: 4891.468750
	Iteration 11Q: 3 clusters Score -2308920 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2309261.500000 Penalty: 4891.468750
	Iteration 12Q: 3 clusters Score -2309262 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2309544.500000 Penalty: 4891.468750
	Iteration 13Q: 3 clusters Score -2309544 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -2309809.000000 Penalty: 4891.468750
	Iteration 14Q: 3 clusters Score -2309809 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2310042.500000 Penalty: 4891.468750
	Iteration 15Q: 3 clusters Score -2310042 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 13853 members 
Entering Unmasked Estep 
Score: -2310260.000000 Penalty: 4891.468750
	Iteration 16Q: 3 clusters Score -2310260 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -2310463.750000 Penalty: 4891.468750
	Iteration 17Q: 3 clusters Score -2310464 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -2310658.750000 Penalty: 4891.468750
	Iteration 18Q: 3 clusters Score -2310659 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -2310807.500000 Penalty: 4891.468750
	Iteration 19Q: 3 clusters Score -2310808 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2310957.250000 Penalty: 4891.468750
	Iteration 20F: 3 clusters Score -2310957 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -2311056.000000 Penalty: 4891.468750
	Iteration 21Q: 3 clusters Score -2311056 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -2311172.500000 Penalty: 4891.468750
	Iteration 22Q: 3 clusters Score -2311172 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -2311269.250000 Penalty: 4891.468750
	Iteration 23Q: 3 clusters Score -2311269 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2311355.500000 Penalty: 4891.468750
	Iteration 24Q: 3 clusters Score -2311356 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2311438.750000 Penalty: 4891.468750
	Iteration 25Q: 3 clusters Score -2311439 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -2311530.500000 Penalty: 4891.468750
	Iteration 26Q: 3 clusters Score -2311530 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2311607.250000 Penalty: 4891.468750
	Iteration 27Q: 3 clusters Score -2311607 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2311677.000000 Penalty: 4891.468750
	Iteration 28Q: 3 clusters Score -2311677 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2311730.500000 Penalty: 4891.468750
	Iteration 29Q: 3 clusters Score -2311730 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2311787.500000 Penalty: 4891.468750
	Iteration 30Q: 3 clusters Score -2311788 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2311850.500000 Penalty: 4891.468750
	Iteration 31Q: 3 clusters Score -2311850 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2311923.750000 Penalty: 4891.468750
	Iteration 32Q: 3 clusters Score -2311924 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2311980.750000 Penalty: 4891.468750
	Iteration 33Q: 3 clusters Score -2311981 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2312036.750000 Penalty: 4891.468750
	Iteration 34Q: 3 clusters Score -2312037 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2312076.750000 Penalty: 4891.468750
	Iteration 35Q: 3 clusters Score -2312077 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2312106.750000 Penalty: 4891.468750
	Iteration 36Q: 3 clusters Score -2312107 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 17772 members 
Entering Unmasked Estep 
Score: -2312134.250000 Penalty: 4891.468750
	Iteration 37Q: 3 clusters Score -2312134 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -2312160.500000 Penalty: 4891.468750
	Iteration 38Q: 3 clusters Score -2312160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2312180.500000 Penalty: 4891.468750
	Iteration 39Q: 3 clusters Score -2312180 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -2312201.750000 Penalty: 4891.468750
	Iteration 40F: 3 clusters Score -2312202 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2312216.250000 Penalty: 4891.468750
	Iteration 41Q: 3 clusters Score -2312216 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -2312239.500000 Penalty: 4891.468750
	Iteration 42Q: 3 clusters Score -2312240 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -2312246.750000 Penalty: 4891.468750
	Iteration 43Q: 3 clusters Score -2312247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2312263.250000 Penalty: 4891.468750
	Iteration 44Q: 3 clusters Score -2312263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2312276.000000 Penalty: 4891.468750
	Iteration 45Q: 3 clusters Score -2312276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2312283.000000 Penalty: 4891.468750
	Iteration 46Q: 3 clusters Score -2312283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2312296.750000 Penalty: 4891.468750
	Iteration 47Q: 3 clusters Score -2312297 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -2312308.250000 Penalty: 4891.468750
	Iteration 48Q: 3 clusters Score -2312308 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2312319.750000 Penalty: 4891.468750
	Iteration 49Q: 3 clusters Score -2312320 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2312336.000000 Penalty: 4891.468750
	Iteration 50Q: 3 clusters Score -2312336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2312352.250000 Penalty: 4891.468750
	Iteration 51Q: 3 clusters Score -2312352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2312360.250000 Penalty: 4891.468750
	Iteration 52Q: 3 clusters Score -2312360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2312371.000000 Penalty: 4891.468750
	Iteration 53Q: 3 clusters Score -2312371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2312372.500000 Penalty: 4891.468750
	Iteration 54Q: 3 clusters Score -2312372 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2312382.750000 Penalty: 4891.468750
	Iteration 55Q: 3 clusters Score -2312383 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2312392.250000 Penalty: 4891.468750
	Iteration 56Q: 3 clusters Score -2312392 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -2312394.750000 Penalty: 4891.468750
	Iteration 57Q: 3 clusters Score -2312395 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2312400.750000 Penalty: 4891.468750
	Iteration 58Q: 3 clusters Score -2312401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2312408.250000 Penalty: 4891.468750
	Iteration 59Q: 3 clusters Score -2312408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2312412.250000 Penalty: 4891.468750
	Iteration 60F: 3 clusters Score -2312412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -2312417.750000 Penalty: 4891.468750
	Iteration 61Q: 3 clusters Score -2312418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2312421.750000 Penalty: 4891.468750
	Iteration 62Q: 3 clusters Score -2312422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2312429.250000 Penalty: 4891.468750
	Iteration 63Q: 3 clusters Score -2312429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2312437.750000 Penalty: 4891.468750
	Iteration 64Q: 3 clusters Score -2312438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -2312439.750000 Penalty: 4891.468750
	Iteration 65Q: 3 clusters Score -2312440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18447 members 
Entering Unmasked Estep 
Score: -2312443.250000 Penalty: 4891.468750
	Iteration 66Q: 3 clusters Score -2312443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2312444.500000 Penalty: 4891.468750
	Iteration 67Q: 3 clusters Score -2312444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 18455 members 
Entering Unmasked Estep 
Score: -2312443.750000 Penalty: 4891.468750
	Iteration 68Q: 3 clusters Score -2312444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2312446.750000 Penalty: 4891.468750
	Iteration 69Q: 3 clusters Score -2312447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2312445.250000 Penalty: 4891.468750
	Iteration 70Q: 3 clusters Score -2312445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2312448.500000 Penalty: 4891.468750
	Iteration 71Q: 3 clusters Score -2312448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -2312451.250000 Penalty: 4891.468750
	Iteration 72Q: 3 clusters Score -2312451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2312452.250000 Penalty: 4891.468750
	Iteration 73Q: 3 clusters Score -2312452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 18470 members 
Entering Unmasked Estep 
Score: -2312458.250000 Penalty: 4891.468750
	Iteration 74Q: 3 clusters Score -2312458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2312458.250000 Penalty: 4891.468750
	Iteration 75Q: 3 clusters Score -2312458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -2312458.750000 Penalty: 4891.468750
	Iteration 76Q: 3 clusters Score -2312459 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -2312462.250000 Penalty: 4891.468750
	Iteration 77Q: 3 clusters Score -2312462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2312460.250000 Penalty: 4891.468750
	Iteration 78Q: 3 clusters Score -2312460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2312463.750000 Penalty: 4891.468750
	Iteration 79Q: 3 clusters Score -2312464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2312463.250000 Penalty: 4891.468750
	Iteration 80F: 3 clusters Score -2312463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2312464.500000 Penalty: 4891.468750
	Iteration 81Q: 3 clusters Score -2312464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2312464.000000 Penalty: 4891.468750
	Iteration 82Q: 3 clusters Score -2312464 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -2312464.000000 Penalty: 4891.468750
	Iteration 83F: 3 clusters Score -2312464 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Entering Unmasked Estep 
Score: -462452.000000 Penalty: 2040.521729
	Iteration 0F: 2 clusters Score -462452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -458730.437500 Penalty: 4081.043457
	Iteration 0F: 3 clusters Score -458730.4 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -459490.500000 Penalty: 4081.043457
	Iteration 1F: 3 clusters Score -459490.5 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -459633.812500 Penalty: 4081.043457
	Iteration 2F: 3 clusters Score -459633.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -459720.250000 Penalty: 4081.043457
	Iteration 3Q: 3 clusters Score -459720.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -459785.500000 Penalty: 4081.043457
	Iteration 4Q: 3 clusters Score -459785.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -459826.750000 Penalty: 4081.043457
	Iteration 5Q: 3 clusters Score -459826.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -459855.531250 Penalty: 4081.043457
	Iteration 6Q: 3 clusters Score -459855.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -459879.468750 Penalty: 4081.043457
	Iteration 7Q: 3 clusters Score -459879.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -459897.562500 Penalty: 4081.043457
	Iteration 8Q: 3 clusters Score -459897.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -459919.625000 Penalty: 4081.043457
	Iteration 9Q: 3 clusters Score -459919.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -459935.093750 Penalty: 4081.043457
	Iteration 10Q: 3 clusters Score -459935.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -459952.718750 Penalty: 4081.043457
	Iteration 11Q: 3 clusters Score -459952.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -459970.593750 Penalty: 4081.043457
	Iteration 12Q: 3 clusters Score -459970.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -459988.218750 Penalty: 4081.043457
	Iteration 13Q: 3 clusters Score -459988.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -459999.468750 Penalty: 4081.043457
	Iteration 14Q: 3 clusters Score -459999.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -460012.281250 Penalty: 4081.043457
	Iteration 15Q: 3 clusters Score -460012.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -460022.125000 Penalty: 4081.043457
	Iteration 16Q: 3 clusters Score -460022.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -460034.687500 Penalty: 4081.043457
	Iteration 17Q: 3 clusters Score -460034.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -460047.375000 Penalty: 4081.043457
	Iteration 18Q: 3 clusters Score -460047.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -460062.656250 Penalty: 4081.043457
	Iteration 19Q: 3 clusters Score -460062.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -460074.406250 Penalty: 4081.043457
	Iteration 20F: 3 clusters Score -460074.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -460085.937500 Penalty: 4081.043457
	Iteration 21Q: 3 clusters Score -460085.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -460095.343750 Penalty: 4081.043457
	Iteration 22Q: 3 clusters Score -460095.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -460100.687500 Penalty: 4081.043457
	Iteration 23Q: 3 clusters Score -460100.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -460106.718750 Penalty: 4081.043457
	Iteration 24Q: 3 clusters Score -460106.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -460110.625000 Penalty: 4081.043457
	Iteration 25Q: 3 clusters Score -460110.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -460115.906250 Penalty: 4081.043457
	Iteration 26Q: 3 clusters Score -460115.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -460123.937500 Penalty: 4081.043457
	Iteration 27Q: 3 clusters Score -460123.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -460134.781250 Penalty: 4081.043457
	Iteration 28Q: 3 clusters Score -460134.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -460149.687500 Penalty: 4081.043457
	Iteration 29Q: 3 clusters Score -460149.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -460164.156250 Penalty: 4081.043457
	Iteration 30Q: 3 clusters Score -460164.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -460180.718750 Penalty: 4081.043457
	Iteration 31Q: 3 clusters Score -460180.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -460199.906250 Penalty: 4081.043457
	Iteration 32Q: 3 clusters Score -460199.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -460225.625000 Penalty: 4081.043457
	Iteration 33Q: 3 clusters Score -460225.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -460250.343750 Penalty: 4081.043457
	Iteration 34Q: 3 clusters Score -460250.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -460272.000000 Penalty: 4081.043457
	Iteration 35Q: 3 clusters Score -460272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -460293.718750 Penalty: 4081.043457
	Iteration 36Q: 3 clusters Score -460293.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -460318.531250 Penalty: 4081.043457
	Iteration 37Q: 3 clusters Score -460318.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -460350.281250 Penalty: 4081.043457
	Iteration 38Q: 3 clusters Score -460350.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -460383.937500 Penalty: 4081.043457
	Iteration 39Q: 3 clusters Score -460383.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -460406.062500 Penalty: 4081.043457
	Iteration 40F: 3 clusters Score -460406.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -460424.718750 Penalty: 4081.043457
	Iteration 41Q: 3 clusters Score -460424.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -460444.531250 Penalty: 4081.043457
	Iteration 42Q: 3 clusters Score -460444.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -460463.000000 Penalty: 4081.043457
	Iteration 43Q: 3 clusters Score -460463 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -460477.562500 Penalty: 4081.043457
	Iteration 44Q: 3 clusters Score -460477.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -460493.531250 Penalty: 4081.043457
	Iteration 45Q: 3 clusters Score -460493.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -460514.312500 Penalty: 4081.043457
	Iteration 46Q: 3 clusters Score -460514.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -460535.468750 Penalty: 4081.043457
	Iteration 47Q: 3 clusters Score -460535.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -460551.375000 Penalty: 4081.043457
	Iteration 48Q: 3 clusters Score -460551.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -460571.250000 Penalty: 4081.043457
	Iteration 49Q: 3 clusters Score -460571.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -460586.093750 Penalty: 4081.043457
	Iteration 50Q: 3 clusters Score -460586.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -460589.343750 Penalty: 4081.043457
	Iteration 51Q: 3 clusters Score -460589.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -460593.250000 Penalty: 4081.043457
	Iteration 52Q: 3 clusters Score -460593.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -460594.906250 Penalty: 4081.043457
	Iteration 53Q: 3 clusters Score -460594.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -460596.812500 Penalty: 4081.043457
	Iteration 54Q: 3 clusters Score -460596.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -460598.437500 Penalty: 4081.043457
	Iteration 55Q: 3 clusters Score -460598.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -460602.375000 Penalty: 4081.043457
	Iteration 56Q: 3 clusters Score -460602.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -460606.281250 Penalty: 4081.043457
	Iteration 57Q: 3 clusters Score -460606.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -460608.500000 Penalty: 4081.043457
	Iteration 58Q: 3 clusters Score -460608.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -460609.468750 Penalty: 4081.043457
	Iteration 59Q: 3 clusters Score -460609.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -460609.312500 Penalty: 4081.043457
	Iteration 60F: 3 clusters Score -460609.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Entering Unmasked Estep 
Score: -5821856.000000 Penalty: 2681.947266
	Iteration 0F: 2 clusters Score -5821856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25028 members 
Mstep: Class 2 contains 24699 members 
Entering Unmasked Estep 
Score: -5788458.500000 Penalty: 5363.894531
	Iteration 0F: 3 clusters Score -5788458 nChanged 22850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26218 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -5800998.500000 Penalty: 5363.894531
	Iteration 1F: 3 clusters Score -5800998 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -5801592.500000 Penalty: 5363.894531
	Iteration 2Q: 3 clusters Score -5801592 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -5802283.500000 Penalty: 5363.894531
	Iteration 3Q: 3 clusters Score -5802284 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -5803172.000000 Penalty: 5363.894531
	Iteration 4Q: 3 clusters Score -5803172 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
Score: -5804385.000000 Penalty: 5363.894531
	Iteration 5Q: 3 clusters Score -5804385 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33548 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -5806255.500000 Penalty: 5363.894531
	Iteration 6F: 3 clusters Score -5806256 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -5808714.500000 Penalty: 5363.894531
	Iteration 7F: 3 clusters Score -5808714 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -5811525.000000 Penalty: 5363.894531
	Iteration 8F: 3 clusters Score -5811525 nChanged 2972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -5814210.000000 Penalty: 5363.894531
	Iteration 9F: 3 clusters Score -5814210 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -5816242.500000 Penalty: 5363.894531
	Iteration 10Q: 3 clusters Score -5816242 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -5817520.500000 Penalty: 5363.894531
	Iteration 11Q: 3 clusters Score -5817520 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47361 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -5818309.500000 Penalty: 5363.894531
	Iteration 12Q: 3 clusters Score -5818310 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47960 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5818800.000000 Penalty: 5363.894531
	Iteration 13Q: 3 clusters Score -5818800 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48287 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5819060.500000 Penalty: 5363.894531
	Iteration 14Q: 3 clusters Score -5819060 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -5819220.000000 Penalty: 5363.894531
	Iteration 15Q: 3 clusters Score -5819220 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48625 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5819336.500000 Penalty: 5363.894531
	Iteration 16Q: 3 clusters Score -5819336 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -5819404.000000 Penalty: 5363.894531
	Iteration 17Q: 3 clusters Score -5819404 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5819455.000000 Penalty: 5363.894531
	Iteration 18Q: 3 clusters Score -5819455 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48826 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5819492.000000 Penalty: 5363.894531
	Iteration 19Q: 3 clusters Score -5819492 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48862 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5819511.500000 Penalty: 5363.894531
	Iteration 20F: 3 clusters Score -5819512 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48898 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5819541.500000 Penalty: 5363.894531
	Iteration 21Q: 3 clusters Score -5819542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48926 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -5819564.500000 Penalty: 5363.894531
	Iteration 22Q: 3 clusters Score -5819564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48946 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5819595.000000 Penalty: 5363.894531
	Iteration 23Q: 3 clusters Score -5819595 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48960 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5819602.500000 Penalty: 5363.894531
	Iteration 24Q: 3 clusters Score -5819602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48971 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -5819613.500000 Penalty: 5363.894531
	Iteration 25Q: 3 clusters Score -5819614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -5819616.000000 Penalty: 5363.894531
	Iteration 26Q: 3 clusters Score -5819616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48979 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -5819614.500000 Penalty: 5363.894531
	Iteration 27Q: 3 clusters Score -5819614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48985 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -5819630.000000 Penalty: 5363.894531
	Iteration 28Q: 3 clusters Score -5819630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5819628.500000 Penalty: 5363.894531
	Iteration 29Q: 3 clusters Score -5819628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5819637.500000 Penalty: 5363.894531
	Iteration 30Q: 3 clusters Score -5819638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48994 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -5819646.000000 Penalty: 5363.894531
	Iteration 31Q: 3 clusters Score -5819646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48993 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -5819642.500000 Penalty: 5363.894531
	Iteration 32Q: 3 clusters Score -5819642 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48991 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5819642.500000 Penalty: 5363.894531
	Iteration 33Q: 3 clusters Score -5819642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5819646.000000 Penalty: 5363.894531
	Iteration 34Q: 3 clusters Score -5819646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48992 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -5819646.000000 Penalty: 5363.894531
	Iteration 35F: 3 clusters Score -5819646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Entering Unmasked Estep 
Score: -1890805.625000 Penalty: 2389.760498
	Iteration 0F: 2 clusters Score -1890806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1879791.875000 Penalty: 4779.520996
	Iteration 0F: 3 clusters Score -1879792 nChanged 6542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1883286.625000 Penalty: 4779.520996
	Iteration 1F: 3 clusters Score -1883287 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1883618.125000 Penalty: 4779.520996
	Iteration 2F: 3 clusters Score -1883618 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1883849.375000 Penalty: 4779.520996
	Iteration 3Q: 3 clusters Score -1883849 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1884007.375000 Penalty: 4779.520996
	Iteration 4Q: 3 clusters Score -1884007 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1884134.875000 Penalty: 4779.520996
	Iteration 5Q: 3 clusters Score -1884135 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1884240.750000 Penalty: 4779.520996
	Iteration 6Q: 3 clusters Score -1884241 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1884353.250000 Penalty: 4779.520996
	Iteration 7Q: 3 clusters Score -1884353 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1884454.500000 Penalty: 4779.520996
	Iteration 8Q: 3 clusters Score -1884454 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -1884566.375000 Penalty: 4779.520996
	Iteration 9Q: 3 clusters Score -1884566 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1884672.000000 Penalty: 4779.520996
	Iteration 10Q: 3 clusters Score -1884672 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1884813.625000 Penalty: 4779.520996
	Iteration 11Q: 3 clusters Score -1884814 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1885004.250000 Penalty: 4779.520996
	Iteration 12Q: 3 clusters Score -1885004 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1885257.125000 Penalty: 4779.520996
	Iteration 13Q: 3 clusters Score -1885257 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1885556.875000 Penalty: 4779.520996
	Iteration 14Q: 3 clusters Score -1885557 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1885946.000000 Penalty: 4779.520996
	Iteration 15Q: 3 clusters Score -1885946 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1886376.125000 Penalty: 4779.520996
	Iteration 16Q: 3 clusters Score -1886376 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1886798.000000 Penalty: 4779.520996
	Iteration 17Q: 3 clusters Score -1886798 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1887190.375000 Penalty: 4779.520996
	Iteration 18Q: 3 clusters Score -1887190 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1887513.125000 Penalty: 4779.520996
	Iteration 19Q: 3 clusters Score -1887513 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1887729.250000 Penalty: 4779.520996
	Iteration 20F: 3 clusters Score -1887729 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1887866.375000 Penalty: 4779.520996
	Iteration 21Q: 3 clusters Score -1887866 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1887953.750000 Penalty: 4779.520996
	Iteration 22Q: 3 clusters Score -1887954 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1888063.000000 Penalty: 4779.520996
	Iteration 23Q: 3 clusters Score -1888063 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1888157.500000 Penalty: 4779.520996
	Iteration 24Q: 3 clusters Score -1888158 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -1888225.000000 Penalty: 4779.520996
	Iteration 25Q: 3 clusters Score -1888225 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -1888287.625000 Penalty: 4779.520996
	Iteration 26Q: 3 clusters Score -1888288 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1888339.375000 Penalty: 4779.520996
	Iteration 27Q: 3 clusters Score -1888339 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1888393.000000 Penalty: 4779.520996
	Iteration 28Q: 3 clusters Score -1888393 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1888432.875000 Penalty: 4779.520996
	Iteration 29Q: 3 clusters Score -1888433 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13968 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1888471.375000 Penalty: 4779.520996
	Iteration 30Q: 3 clusters Score -1888471 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1888494.875000 Penalty: 4779.520996
	Iteration 31Q: 3 clusters Score -1888495 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1888508.250000 Penalty: 4779.520996
	Iteration 32Q: 3 clusters Score -1888508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1888518.250000 Penalty: 4779.520996
	Iteration 33Q: 3 clusters Score -1888518 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1888527.125000 Penalty: 4779.520996
	Iteration 34Q: 3 clusters Score -1888527 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1888535.875000 Penalty: 4779.520996
	Iteration 35Q: 3 clusters Score -1888536 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1888546.125000 Penalty: 4779.520996
	Iteration 36Q: 3 clusters Score -1888546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1888553.625000 Penalty: 4779.520996
	Iteration 37Q: 3 clusters Score -1888554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1888555.875000 Penalty: 4779.520996
	Iteration 38Q: 3 clusters Score -1888556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1888559.875000 Penalty: 4779.520996
	Iteration 39Q: 3 clusters Score -1888560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14183 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1888563.625000 Penalty: 4779.520996
	Iteration 40F: 3 clusters Score -1888564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1888563.500000 Penalty: 4779.520996
	Iteration 41Q: 3 clusters Score -1888564 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1888564.625000 Penalty: 4779.520996
	Iteration 42Q: 3 clusters Score -1888565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1888566.125000 Penalty: 4779.520996
	Iteration 43Q: 3 clusters Score -1888566 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1888570.250000 Penalty: 4779.520996
	Iteration 44Q: 3 clusters Score -1888570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1888568.125000 Penalty: 4779.520996
	Iteration 45Q: 3 clusters Score -1888568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1888569.375000 Penalty: 4779.520996
	Iteration 46Q: 3 clusters Score -1888569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1888572.375000 Penalty: 4779.520996
	Iteration 47Q: 3 clusters Score -1888572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1888572.250000 Penalty: 4779.520996
	Iteration 48Q: 3 clusters Score -1888572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1888575.125000 Penalty: 4779.520996
	Iteration 49Q: 3 clusters Score -1888575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1888573.500000 Penalty: 4779.520996
	Iteration 50Q: 3 clusters Score -1888574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1888577.875000 Penalty: 4779.520996
	Iteration 51Q: 3 clusters Score -1888578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1888584.875000 Penalty: 4779.520996
	Iteration 52Q: 3 clusters Score -1888585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1888581.750000 Penalty: 4779.520996
	Iteration 53Q: 3 clusters Score -1888582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1888582.875000 Penalty: 4779.520996
	Iteration 54Q: 3 clusters Score -1888583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1888584.500000 Penalty: 4779.520996
	Iteration 55Q: 3 clusters Score -1888584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1888581.000000 Penalty: 4779.520996
	Iteration 56Q: 3 clusters Score -1888581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1888581.000000 Penalty: 4779.520996
	Iteration 57F: 3 clusters Score -1888581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -270208.750000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -270208.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -267384.281250 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -267384.3 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -267890.031250 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -267890 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -268009.812500 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -268009.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -268080.468750 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -268080.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -268123.218750 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -268123.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -268149.687500 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -268149.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -268162.250000 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -268162.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -268176.843750 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -268176.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -268196.062500 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -268196.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -268223.812500 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -268223.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -268257.187500 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -268257.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -268282.250000 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -268282.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -268303.156250 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -268303.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268328.343750 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -268328.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -268357.125000 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -268357.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -268382.875000 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -268382.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -268413.500000 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -268413.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -268453.750000 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -268453.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -268493.406250 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -268493.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -268539.968750 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -268540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -268607.031250 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -268607 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -268653.062500 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -268653.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -268697.562500 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -268697.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -268733.875000 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -268733.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -268759.093750 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -268759.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -268778.312500 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -268778.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -268795.375000 Penalty: 3838.722168
	Iteration 26Q: 3 clusters Score -268795.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -268810.187500 Penalty: 3838.722168
	Iteration 27Q: 3 clusters Score -268810.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -268825.062500 Penalty: 3838.722168
	Iteration 28Q: 3 clusters Score -268825.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -268842.781250 Penalty: 3838.722168
	Iteration 29Q: 3 clusters Score -268842.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -268864.468750 Penalty: 3838.722168
	Iteration 30Q: 3 clusters Score -268864.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -268877.812500 Penalty: 3838.722168
	Iteration 31Q: 3 clusters Score -268877.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -268888.312500 Penalty: 3838.722168
	Iteration 32Q: 3 clusters Score -268888.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -268896.562500 Penalty: 3838.722168
	Iteration 33Q: 3 clusters Score -268896.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -268899.562500 Penalty: 3838.722168
	Iteration 34Q: 3 clusters Score -268899.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -268902.125000 Penalty: 3838.722168
	Iteration 35Q: 3 clusters Score -268902.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -268903.093750 Penalty: 3838.722168
	Iteration 36Q: 3 clusters Score -268903.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -268903.812500 Penalty: 3838.722168
	Iteration 37Q: 3 clusters Score -268903.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -268904.406250 Penalty: 3838.722168
	Iteration 38Q: 3 clusters Score -268904.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -268905.312500 Penalty: 3838.722168
	Iteration 39Q: 3 clusters Score -268905.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -268906.093750 Penalty: 3838.722168
	Iteration 40F: 3 clusters Score -268906.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -268906.187500 Penalty: 3838.722168
	Iteration 41Q: 3 clusters Score -268906.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -268907.031250 Penalty: 3838.722168
	Iteration 42Q: 3 clusters Score -268907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -268908.187500 Penalty: 3838.722168
	Iteration 43Q: 3 clusters Score -268908.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -268908.187500 Penalty: 3838.722168
	Iteration 44F: 3 clusters Score -268908.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (168658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168658 members 
Entering Unmasked Estep 
Score: -20270930.000000 Penalty: 2984.835938
	Iteration 0F: 2 clusters Score -2.027093e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84096 members 
Mstep: Class 2 contains 84562 members 
Entering Unmasked Estep 
Score: -20160836.000000 Penalty: 5969.671875
	Iteration 0F: 3 clusters Score -2.016084e+07 nChanged 80639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80043 members 
Mstep: Class 2 contains 88615 members 
Entering Unmasked Estep 
Score: -20208348.000000 Penalty: 5969.671875
	Iteration 1F: 3 clusters Score -2.020835e+07 nChanged 5717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77502 members 
Mstep: Class 2 contains 91156 members 
Entering Unmasked Estep 
Score: -20209958.000000 Penalty: 5969.671875
	Iteration 2Q: 3 clusters Score -2.020996e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73587 members 
Mstep: Class 2 contains 95071 members 
Entering Unmasked Estep 
Score: -20212108.000000 Penalty: 5969.671875
	Iteration 3Q: 3 clusters Score -2.021211e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67831 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -20215332.000000 Penalty: 5969.671875
	Iteration 4Q: 3 clusters Score -2.021533e+07 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59776 members 
Mstep: Class 2 contains 108882 members 
Entering Unmasked Estep 
Score: -20220494.000000 Penalty: 5969.671875
	Iteration 5F: 3 clusters Score -2.022049e+07 nChanged 11383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49245 members 
Mstep: Class 2 contains 119413 members 
Entering Unmasked Estep 
Score: -20228948.000000 Penalty: 5969.671875
	Iteration 6F: 3 clusters Score -2.022895e+07 nChanged 12674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 131619 members 
Entering Unmasked Estep 
Score: -20239472.000000 Penalty: 5969.671875
	Iteration 7F: 3 clusters Score -2.023947e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25480 members 
Mstep: Class 2 contains 143178 members 
Entering Unmasked Estep 
Score: -20249718.000000 Penalty: 5969.671875
	Iteration 8F: 3 clusters Score -2.024972e+07 nChanged 9003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 152081 members 
Entering Unmasked Estep 
Score: -20257410.000000 Penalty: 5969.671875
	Iteration 9F: 3 clusters Score -2.025741e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 158215 members 
Entering Unmasked Estep 
Score: -20261992.000000 Penalty: 5969.671875
	Iteration 10Q: 3 clusters Score -2.026199e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 162109 members 
Entering Unmasked Estep 
Score: -20264584.000000 Penalty: 5969.671875
	Iteration 11Q: 3 clusters Score -2.026458e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 164460 members 
Entering Unmasked Estep 
Score: -20266258.000000 Penalty: 5969.671875
	Iteration 12Q: 3 clusters Score -2.026626e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 165820 members 
Entering Unmasked Estep 
Score: -20267130.000000 Penalty: 5969.671875
	Iteration 13Q: 3 clusters Score -2.026713e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 166619 members 
Entering Unmasked Estep 
Score: -20267644.000000 Penalty: 5969.671875
	Iteration 14Q: 3 clusters Score -2.026764e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 167082 members 
Entering Unmasked Estep 
Score: -20267936.000000 Penalty: 5969.671875
	Iteration 15Q: 3 clusters Score -2.026794e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 167373 members 
Entering Unmasked Estep 
Score: -20268124.000000 Penalty: 5969.671875
	Iteration 16Q: 3 clusters Score -2.026812e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 167526 members 
Entering Unmasked Estep 
Score: -20268218.000000 Penalty: 5969.671875
	Iteration 17Q: 3 clusters Score -2.026822e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 167633 members 
Entering Unmasked Estep 
Score: -20268252.000000 Penalty: 5969.671875
	Iteration 18Q: 3 clusters Score -2.026825e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 167716 members 
Entering Unmasked Estep 
Score: -20268326.000000 Penalty: 5969.671875
	Iteration 19Q: 3 clusters Score -2.026833e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 167771 members 
Entering Unmasked Estep 
Score: -20268366.000000 Penalty: 5969.671875
	Iteration 20F: 3 clusters Score -2.026837e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 167804 members 
Entering Unmasked Estep 
Score: -20268412.000000 Penalty: 5969.671875
	Iteration 21Q: 3 clusters Score -2.026841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 167833 members 
Entering Unmasked Estep 
Score: -20268458.000000 Penalty: 5969.671875
	Iteration 22Q: 3 clusters Score -2.026846e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 167870 members 
Entering Unmasked Estep 
Score: -20268496.000000 Penalty: 5969.671875
	Iteration 23Q: 3 clusters Score -2.02685e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 167887 members 
Entering Unmasked Estep 
Score: -20268504.000000 Penalty: 5969.671875
	Iteration 24Q: 3 clusters Score -2.02685e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 167894 members 
Entering Unmasked Estep 
Score: -20268516.000000 Penalty: 5969.671875
	Iteration 25Q: 3 clusters Score -2.026852e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 167905 members 
Entering Unmasked Estep 
Score: -20268576.000000 Penalty: 5969.671875
	Iteration 26Q: 3 clusters Score -2.026858e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 167915 members 
Entering Unmasked Estep 
Score: -20268584.000000 Penalty: 5969.671875
	Iteration 27Q: 3 clusters Score -2.026858e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 167929 members 
Entering Unmasked Estep 
Score: -20268590.000000 Penalty: 5969.671875
	Iteration 28Q: 3 clusters Score -2.026859e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 167936 members 
Entering Unmasked Estep 
Score: -20268598.000000 Penalty: 5969.671875
	Iteration 29Q: 3 clusters Score -2.02686e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 167935 members 
Entering Unmasked Estep 
Score: -20268584.000000 Penalty: 5969.671875
	Iteration 30Q: 3 clusters Score -2.026858e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 167935 members 
Entering Unmasked Estep 
Score: -20268582.000000 Penalty: 5969.671875
	Iteration 31Q: 3 clusters Score -2.026858e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 167937 members 
Entering Unmasked Estep 
Score: -20268588.000000 Penalty: 5969.671875
	Iteration 32Q: 3 clusters Score -2.026859e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 167939 members 
Entering Unmasked Estep 
Score: -20268598.000000 Penalty: 5969.671875
	Iteration 33Q: 3 clusters Score -2.02686e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 167938 members 
Entering Unmasked Estep 
Score: -20268616.000000 Penalty: 5969.671875
	Iteration 34Q: 3 clusters Score -2.026862e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 167938 members 
Entering Unmasked Estep 
Score: -20268624.000000 Penalty: 5969.671875
	Iteration 35Q: 3 clusters Score -2.026862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 167939 members 
Entering Unmasked Estep 
Score: -20268620.000000 Penalty: 5969.671875
	Iteration 36Q: 3 clusters Score -2.026862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 167941 members 
Entering Unmasked Estep 
Score: -20268614.000000 Penalty: 5969.671875
	Iteration 37Q: 3 clusters Score -2.026861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 167940 members 
Entering Unmasked Estep 
Score: -20268614.000000 Penalty: 5969.671875
	Iteration 38Q: 3 clusters Score -2.026861e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 167944 members 
Entering Unmasked Estep 
Score: -20268614.000000 Penalty: 5969.671875
	Iteration 39Q: 3 clusters Score -2.026861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 167951 members 
Entering Unmasked Estep 
Score: -20268626.000000 Penalty: 5969.671875
	Iteration 40F: 3 clusters Score -2.026863e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 167959 members 
Entering Unmasked Estep 
Score: -20268638.000000 Penalty: 5969.671875
	Iteration 41Q: 3 clusters Score -2.026864e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 167965 members 
Entering Unmasked Estep 
Score: -20268614.000000 Penalty: 5969.671875
	Iteration 42Q: 3 clusters Score -2.026861e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 167971 members 
Entering Unmasked Estep 
Score: -20268614.000000 Penalty: 5969.671875
	Iteration 43Q: 3 clusters Score -2.026861e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 167976 members 
Entering Unmasked Estep 
Score: -20268612.000000 Penalty: 5969.671875
	Iteration 44Q: 3 clusters Score -2.026861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 167977 members 
Entering Unmasked Estep 
Score: -20268628.000000 Penalty: 5969.671875
	Iteration 45Q: 3 clusters Score -2.026863e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 167977 members 
Entering Unmasked Estep 
Score: -20268628.000000 Penalty: 5969.671875
	Iteration 46F: 3 clusters Score -2.026863e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Entering Unmasked Estep 
Score: -271709.750000 Penalty: 1933.524414
	Iteration 0F: 2 clusters Score -271709.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -268803.156250 Penalty: 3867.048828
	Iteration 0F: 3 clusters Score -268803.2 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -269307.187500 Penalty: 3867.048828
	Iteration 1F: 3 clusters Score -269307.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -269452.281250 Penalty: 3867.048828
	Iteration 2F: 3 clusters Score -269452.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -269557.593750 Penalty: 3867.048828
	Iteration 3Q: 3 clusters Score -269557.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -269642.437500 Penalty: 3867.048828
	Iteration 4Q: 3 clusters Score -269642.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -269708.000000 Penalty: 3867.048828
	Iteration 5Q: 3 clusters Score -269708 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -269752.875000 Penalty: 3867.048828
	Iteration 6Q: 3 clusters Score -269752.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -269795.875000 Penalty: 3867.048828
	Iteration 7Q: 3 clusters Score -269795.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -269833.500000 Penalty: 3867.048828
	Iteration 8Q: 3 clusters Score -269833.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -269864.093750 Penalty: 3867.048828
	Iteration 9Q: 3 clusters Score -269864.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -269896.312500 Penalty: 3867.048828
	Iteration 10Q: 3 clusters Score -269896.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -269928.875000 Penalty: 3867.048828
	Iteration 11Q: 3 clusters Score -269928.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -269955.562500 Penalty: 3867.048828
	Iteration 12Q: 3 clusters Score -269955.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -269983.062500 Penalty: 3867.048828
	Iteration 13Q: 3 clusters Score -269983.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -270011.218750 Penalty: 3867.048828
	Iteration 14Q: 3 clusters Score -270011.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -270034.687500 Penalty: 3867.048828
	Iteration 15Q: 3 clusters Score -270034.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -270056.500000 Penalty: 3867.048828
	Iteration 16Q: 3 clusters Score -270056.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -270068.812500 Penalty: 3867.048828
	Iteration 17Q: 3 clusters Score -270068.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -270076.593750 Penalty: 3867.048828
	Iteration 18Q: 3 clusters Score -270076.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -270086.437500 Penalty: 3867.048828
	Iteration 19Q: 3 clusters Score -270086.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -270095.687500 Penalty: 3867.048828
	Iteration 20F: 3 clusters Score -270095.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -270099.406250 Penalty: 3867.048828
	Iteration 21Q: 3 clusters Score -270099.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -270104.093750 Penalty: 3867.048828
	Iteration 22Q: 3 clusters Score -270104.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -270107.093750 Penalty: 3867.048828
	Iteration 23Q: 3 clusters Score -270107.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -270108.437500 Penalty: 3867.048828
	Iteration 24Q: 3 clusters Score -270108.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -270111.156250 Penalty: 3867.048828
	Iteration 25Q: 3 clusters Score -270111.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -270112.062500 Penalty: 3867.048828
	Iteration 26Q: 3 clusters Score -270112.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -270113.375000 Penalty: 3867.048828
	Iteration 27Q: 3 clusters Score -270113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -270113.375000 Penalty: 3867.048828
	Iteration 28F: 3 clusters Score -270113.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152268 members 
Mstep: Class 4 contains 260004 members 
Mstep: Class 5 contains 7253 members 
Mstep: Class 7 contains 19184 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 12 contains 49727 members 
Mstep: Class 14 contains 15308 members 
Mstep: Class 16 contains 2297 members 
Mstep: Class 21 contains 168658 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 119Q: 13 clusters Score -8.109354e+07 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152809 members 
Mstep: Class 4 contains 259674 members 
Mstep: Class 5 contains 7267 members 
Mstep: Class 7 contains 19209 members 
Mstep: Class 10 contains 3746 members 
Mstep: Class 12 contains 49726 members 
Mstep: Class 14 contains 15316 members 
Mstep: Class 16 contains 2296 members 
Mstep: Class 21 contains 168398 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
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Iteration 120F: 13 clusters Score -8.109354e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 153302 members 
Mstep: Class 4 contains 259359 members 
Mstep: Class 5 contains 7286 members 
Mstep: Class 7 contains 19228 members 
Mstep: Class 10 contains 3747 members 
Mstep: Class 12 contains 49735 members 
Mstep: Class 14 contains 15318 members 
Mstep: Class 16 contains 2293 members 
Mstep: Class 21 contains 168169 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
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Iteration 121Q: 13 clusters Score -8.109356e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 153748 members 
Mstep: Class 4 contains 259006 members 
Mstep: Class 5 contains 7313 members 
Mstep: Class 7 contains 19249 members 
Mstep: Class 10 contains 3748 members 
Mstep: Class 12 contains 49729 members 
Mstep: Class 14 contains 15326 members 
Mstep: Class 16 contains 2295 members 
Mstep: Class 21 contains 168020 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
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Iteration 122Q: 13 clusters Score -8.109374e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154102 members 
Mstep: Class 4 contains 258720 members 
Mstep: Class 5 contains 7337 members 
Mstep: Class 7 contains 19263 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 12 contains 49723 members 
Mstep: Class 14 contains 15321 members 
Mstep: Class 16 contains 2292 members 
Mstep: Class 21 contains 167931 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
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Iteration 123Q: 13 clusters Score -8.109377e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154333 members 
Mstep: Class 4 contains 258491 members 
Mstep: Class 5 contains 7355 members 
Mstep: Class 7 contains 19276 members 
Mstep: Class 10 contains 3746 members 
Mstep: Class 12 contains 49730 members 
Mstep: Class 14 contains 15315 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 167895 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
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Iteration 124Q: 13 clusters Score -8.109381e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154530 members 
Mstep: Class 4 contains 258258 members 
Mstep: Class 5 contains 7374 members 
Mstep: Class 7 contains 19288 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 12 contains 49744 members 
Mstep: Class 14 contains 15317 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 167877 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
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Iteration 125Q: 13 clusters Score -8.109378e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154630 members 
Mstep: Class 4 contains 258056 members 
Mstep: Class 5 contains 7403 members 
Mstep: Class 7 contains 19301 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 12 contains 49755 members 
Mstep: Class 14 contains 15318 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 167925 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
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Iteration 126Q: 13 clusters Score -8.109384e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154671 members 
Mstep: Class 4 contains 257890 members 
Mstep: Class 5 contains 7440 members 
Mstep: Class 7 contains 19310 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 12 contains 49770 members 
Mstep: Class 14 contains 15317 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 167999 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
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Iteration 127Q: 13 clusters Score -8.109382e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154649 members 
Mstep: Class 4 contains 257762 members 
Mstep: Class 5 contains 7460 members 
Mstep: Class 7 contains 19325 members 
Mstep: Class 10 contains 3737 members 
Mstep: Class 12 contains 49775 members 
Mstep: Class 14 contains 15304 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 168119 members 
Mstep: Class 22 contains 2428 members 
Entering Unmasked Estep 
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Iteration 128Q: 13 clusters Score -8.109405e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154576 members 
Mstep: Class 4 contains 257632 members 
Mstep: Class 5 contains 7489 members 
Mstep: Class 7 contains 19337 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 12 contains 49772 members 
Mstep: Class 14 contains 15300 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 168281 members 
Mstep: Class 22 contains 2428 members 
Entering Unmasked Estep 
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Iteration 129Q: 13 clusters Score -8.109404e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154441 members 
Mstep: Class 4 contains 257543 members 
Mstep: Class 5 contains 7518 members 
Mstep: Class 7 contains 19354 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 12 contains 49779 members 
Mstep: Class 14 contains 15298 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 21 contains 168444 members 
Mstep: Class 22 contains 2428 members 
Entering Unmasked Estep 
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Iteration 130Q: 13 clusters Score -8.109398e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154262 members 
Mstep: Class 4 contains 257472 members 
Mstep: Class 5 contains 7546 members 
Mstep: Class 7 contains 19366 members 
Mstep: Class 10 contains 3746 members 
Mstep: Class 12 contains 49779 members 
Mstep: Class 14 contains 15290 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 21 contains 168650 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
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Iteration 131Q: 13 clusters Score -8.109392e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 154052 members 
Mstep: Class 4 contains 257439 members 
Mstep: Class 5 contains 7575 members 
Mstep: Class 7 contains 19374 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 12 contains 49779 members 
Mstep: Class 14 contains 15289 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 168848 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
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Iteration 132Q: 13 clusters Score -8.109402e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 153790 members 
Mstep: Class 4 contains 257435 members 
Mstep: Class 5 contains 7610 members 
Mstep: Class 7 contains 19371 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 12 contains 49781 members 
Mstep: Class 14 contains 15292 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 169076 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
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Iteration 133Q: 13 clusters Score -8.109415e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 153513 members 
Mstep: Class 4 contains 257409 members 
Mstep: Class 5 contains 7646 members 
Mstep: Class 7 contains 19373 members 
Mstep: Class 10 contains 3750 members 
Mstep: Class 12 contains 49783 members 
Mstep: Class 14 contains 15302 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 169327 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
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Iteration 134Q: 13 clusters Score -8.109412e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 153254 members 
Mstep: Class 4 contains 257400 members 
Mstep: Class 5 contains 7682 members 
Mstep: Class 7 contains 19387 members 
Mstep: Class 10 contains 3741 members 
Mstep: Class 12 contains 49782 members 
Mstep: Class 14 contains 15309 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 21 contains 169546 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
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Iteration 135Q: 13 clusters Score -8.109397e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152981 members 
Mstep: Class 4 contains 257382 members 
Mstep: Class 5 contains 7708 members 
Mstep: Class 7 contains 19393 members 
Mstep: Class 10 contains 3739 members 
Mstep: Class 12 contains 49786 members 
Mstep: Class 14 contains 15313 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 169796 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
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Iteration 136Q: 13 clusters Score -8.109398e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152703 members 
Mstep: Class 4 contains 257375 members 
Mstep: Class 5 contains 7728 members 
Mstep: Class 7 contains 19406 members 
Mstep: Class 10 contains 3744 members 
Mstep: Class 12 contains 49795 members 
Mstep: Class 14 contains 15317 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 21 contains 170027 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
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Iteration 137Q: 13 clusters Score -8.109402e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152435 members 
Mstep: Class 4 contains 257373 members 
Mstep: Class 5 contains 7745 members 
Mstep: Class 7 contains 19413 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 12 contains 49809 members 
Mstep: Class 14 contains 15322 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 170258 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 138Q: 13 clusters Score -8.109398e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152165 members 
Mstep: Class 4 contains 257388 members 
Mstep: Class 5 contains 7751 members 
Mstep: Class 7 contains 19411 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 12 contains 49813 members 
Mstep: Class 14 contains 15329 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 170497 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 139Q: 13 clusters Score -8.109402e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151942 members 
Mstep: Class 4 contains 257371 members 
Mstep: Class 5 contains 7760 members 
Mstep: Class 7 contains 19415 members 
Mstep: Class 10 contains 3731 members 
Mstep: Class 12 contains 49819 members 
Mstep: Class 14 contains 15341 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 21 contains 170707 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 140F: 13 clusters Score -8.109404e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151716 members 
Mstep: Class 4 contains 257344 members 
Mstep: Class 5 contains 7778 members 
Mstep: Class 7 contains 19414 members 
Mstep: Class 10 contains 3734 members 
Mstep: Class 12 contains 49824 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 21 contains 170929 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 141Q: 13 clusters Score -8.109399e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151496 members 
Mstep: Class 4 contains 257315 members 
Mstep: Class 5 contains 7796 members 
Mstep: Class 7 contains 19416 members 
Mstep: Class 10 contains 3735 members 
Mstep: Class 12 contains 49836 members 
Mstep: Class 14 contains 15346 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 171141 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 142Q: 13 clusters Score -8.109397e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151291 members 
Mstep: Class 4 contains 257282 members 
Mstep: Class 5 contains 7814 members 
Mstep: Class 7 contains 19418 members 
Mstep: Class 10 contains 3740 members 
Mstep: Class 12 contains 49851 members 
Mstep: Class 14 contains 15350 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 171332 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 143Q: 13 clusters Score -8.10939e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151130 members 
Mstep: Class 4 contains 257278 members 
Mstep: Class 5 contains 7831 members 
Mstep: Class 7 contains 19422 members 
Mstep: Class 10 contains 3743 members 
Mstep: Class 12 contains 49863 members 
Mstep: Class 14 contains 15346 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 171460 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 144Q: 13 clusters Score -8.109385e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151002 members 
Mstep: Class 4 contains 257266 members 
Mstep: Class 5 contains 7843 members 
Mstep: Class 7 contains 19427 members 
Mstep: Class 10 contains 3749 members 
Mstep: Class 12 contains 49865 members 
Mstep: Class 14 contains 15348 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 171568 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 145Q: 13 clusters Score -8.109386e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150863 members 
Mstep: Class 4 contains 257214 members 
Mstep: Class 5 contains 7858 members 
Mstep: Class 7 contains 19432 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 12 contains 49889 members 
Mstep: Class 14 contains 15344 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 171712 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 146Q: 13 clusters Score -8.109374e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150747 members 
Mstep: Class 4 contains 257154 members 
Mstep: Class 5 contains 7869 members 
Mstep: Class 7 contains 19434 members 
Mstep: Class 10 contains 3752 members 
Mstep: Class 12 contains 49911 members 
Mstep: Class 14 contains 15353 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 171843 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
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Iteration 147Q: 13 clusters Score -8.109371e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150645 members 
Mstep: Class 4 contains 257099 members 
Mstep: Class 5 contains 7880 members 
Mstep: Class 7 contains 19436 members 
Mstep: Class 10 contains 3751 members 
Mstep: Class 12 contains 49928 members 
Mstep: Class 14 contains 15358 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 171966 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
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Iteration 148Q: 13 clusters Score -8.109368e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150548 members 
Mstep: Class 4 contains 257053 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 7 contains 19442 members 
Mstep: Class 10 contains 3761 members 
Mstep: Class 12 contains 49931 members 
Mstep: Class 14 contains 15354 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172086 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
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Iteration 149Q: 13 clusters Score -8.109378e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150471 members 
Mstep: Class 4 contains 257000 members 
Mstep: Class 5 contains 7891 members 
Mstep: Class 7 contains 19447 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 12 contains 49939 members 
Mstep: Class 14 contains 15359 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 21 contains 172191 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
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Iteration 150Q: 13 clusters Score -8.109381e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150424 members 
Mstep: Class 4 contains 256932 members 
Mstep: Class 5 contains 7893 members 
Mstep: Class 7 contains 19443 members 
Mstep: Class 10 contains 3764 members 
Mstep: Class 12 contains 49946 members 
Mstep: Class 14 contains 15361 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172301 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
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Iteration 151Q: 13 clusters Score -8.109377e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150396 members 
Mstep: Class 4 contains 256840 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 7 contains 19446 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 12 contains 49964 members 
Mstep: Class 14 contains 15360 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 21 contains 172392 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
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Iteration 152Q: 13 clusters Score -8.109376e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150392 members 
Mstep: Class 4 contains 256784 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 7 contains 19447 members 
Mstep: Class 10 contains 3762 members 
Mstep: Class 12 contains 49979 members 
Mstep: Class 14 contains 15357 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172436 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
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Iteration 153Q: 13 clusters Score -8.109378e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150404 members 
Mstep: Class 4 contains 256726 members 
Mstep: Class 5 contains 7907 members 
Mstep: Class 7 contains 19447 members 
Mstep: Class 10 contains 3760 members 
Mstep: Class 12 contains 49995 members 
Mstep: Class 14 contains 15351 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172464 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
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Iteration 154Q: 13 clusters Score -8.109358e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150418 members 
Mstep: Class 4 contains 256676 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 7 contains 19450 members 
Mstep: Class 10 contains 3759 members 
Mstep: Class 12 contains 50000 members 
Mstep: Class 14 contains 15347 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 172504 members 
Mstep: Class 22 contains 2430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093480.000000 Penalty: 39986.421875
Iteration 155Q: 13 clusters Score -8.109348e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150435 members 
Mstep: Class 4 contains 256624 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 7 contains 19450 members 
Mstep: Class 10 contains 3768 members 
Mstep: Class 12 contains 50004 members 
Mstep: Class 14 contains 15360 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 21 contains 172517 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 156Q: 13 clusters Score -8.109337e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150478 members 
Mstep: Class 4 contains 256551 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 7 contains 19452 members 
Mstep: Class 10 contains 3770 members 
Mstep: Class 12 contains 50006 members 
Mstep: Class 14 contains 15367 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172529 members 
Mstep: Class 22 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093488.000000 Penalty: 39986.421875
Iteration 157Q: 13 clusters Score -8.109349e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150509 members 
Mstep: Class 4 contains 256494 members 
Mstep: Class 5 contains 7913 members 
Mstep: Class 7 contains 19454 members 
Mstep: Class 10 contains 3772 members 
Mstep: Class 12 contains 50007 members 
Mstep: Class 14 contains 15372 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172539 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093552.000000 Penalty: 39986.421875
Iteration 158Q: 13 clusters Score -8.109355e+07 nChanged 327
Entering ConstructFrom: 
Score: -81093552.000000 Penalty: 39986.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Entering Unmasked Estep 
Score: -374958.468750 Penalty: 2006.571655
	Iteration 0F: 2 clusters Score -374958.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -371563.718750 Penalty: 4013.143311
	Iteration 0F: 3 clusters Score -371563.7 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -372236.375000 Penalty: 4013.143311
	Iteration 1F: 3 clusters Score -372236.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -372390.750000 Penalty: 4013.143311
	Iteration 2F: 3 clusters Score -372390.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -372478.375000 Penalty: 4013.143311
	Iteration 3Q: 3 clusters Score -372478.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -372556.062500 Penalty: 4013.143311
	Iteration 4Q: 3 clusters Score -372556.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -372630.156250 Penalty: 4013.143311
	Iteration 5Q: 3 clusters Score -372630.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -372723.312500 Penalty: 4013.143311
	Iteration 6Q: 3 clusters Score -372723.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -372798.781250 Penalty: 4013.143311
	Iteration 7Q: 3 clusters Score -372798.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -372866.937500 Penalty: 4013.143311
	Iteration 8Q: 3 clusters Score -372866.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -372925.187500 Penalty: 4013.143311
	Iteration 9Q: 3 clusters Score -372925.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -372957.718750 Penalty: 4013.143311
	Iteration 10Q: 3 clusters Score -372957.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -372984.031250 Penalty: 4013.143311
	Iteration 11Q: 3 clusters Score -372984 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -373002.531250 Penalty: 4013.143311
	Iteration 12Q: 3 clusters Score -373002.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -373014.062500 Penalty: 4013.143311
	Iteration 13Q: 3 clusters Score -373014.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -373019.562500 Penalty: 4013.143311
	Iteration 14Q: 3 clusters Score -373019.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -373028.281250 Penalty: 4013.143311
	Iteration 15Q: 3 clusters Score -373028.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -373036.750000 Penalty: 4013.143311
	Iteration 16Q: 3 clusters Score -373036.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -373041.968750 Penalty: 4013.143311
	Iteration 17Q: 3 clusters Score -373042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -373046.843750 Penalty: 4013.143311
	Iteration 18Q: 3 clusters Score -373046.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -373053.500000 Penalty: 4013.143311
	Iteration 19Q: 3 clusters Score -373053.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -373058.156250 Penalty: 4013.143311
	Iteration 20F: 3 clusters Score -373058.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -373061.656250 Penalty: 4013.143311
	Iteration 21Q: 3 clusters Score -373061.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -373065.281250 Penalty: 4013.143311
	Iteration 22Q: 3 clusters Score -373065.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -373070.406250 Penalty: 4013.143311
	Iteration 23Q: 3 clusters Score -373070.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -373075.593750 Penalty: 4013.143311
	Iteration 24Q: 3 clusters Score -373075.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -373079.718750 Penalty: 4013.143311
	Iteration 25Q: 3 clusters Score -373079.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -373083.093750 Penalty: 4013.143311
	Iteration 26Q: 3 clusters Score -373083.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -373084.031250 Penalty: 4013.143311
	Iteration 27Q: 3 clusters Score -373084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -373085.781250 Penalty: 4013.143311
	Iteration 28Q: 3 clusters Score -373085.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -373085.781250 Penalty: 4013.143311
	Iteration 29F: 3 clusters Score -373085.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -35119.992188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -35119.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -33810.535156 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -33810.54 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33929.320312 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -33929.32 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33960.085938 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -33960.09 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -33992.074219 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -33992.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34002.820312 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -34002.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34005.539062 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -34005.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34009.128906 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -34009.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -34016.589844 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -34016.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -34022.359375 Penalty: 2918.127930
	Iteration 8Q: 3 clusters Score -34022.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34025.019531 Penalty: 2918.127930
	Iteration 9Q: 3 clusters Score -34025.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -34025.019531 Penalty: 2918.127930
	Iteration 10F: 3 clusters Score -34025.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (150548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150548 members 
Entering Unmasked Estep 
Score: -18259340.000000 Penalty: 2956.665283
	Iteration 0F: 2 clusters Score -1.825934e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75052 members 
Mstep: Class 2 contains 75496 members 
Entering Unmasked Estep 
Score: -18159026.000000 Penalty: 5913.330566
	Iteration 0F: 3 clusters Score -1.815903e+07 nChanged 71941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71963 members 
Mstep: Class 2 contains 78585 members 
Entering Unmasked Estep 
Score: -18200960.000000 Penalty: 5913.330566
	Iteration 1F: 3 clusters Score -1.820096e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69782 members 
Mstep: Class 2 contains 80766 members 
Entering Unmasked Estep 
Score: -18202302.000000 Penalty: 5913.330566
	Iteration 2Q: 3 clusters Score -1.82023e+07 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66309 members 
Mstep: Class 2 contains 84239 members 
Entering Unmasked Estep 
Score: -18204442.000000 Penalty: 5913.330566
	Iteration 3Q: 3 clusters Score -1.820444e+07 nChanged 7478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61161 members 
Mstep: Class 2 contains 89387 members 
Entering Unmasked Estep 
Score: -18208036.000000 Penalty: 5913.330566
	Iteration 4Q: 3 clusters Score -1.820804e+07 nChanged 9546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53731 members 
Mstep: Class 2 contains 96817 members 
Entering Unmasked Estep 
Score: -18213936.000000 Penalty: 5913.330566
	Iteration 5F: 3 clusters Score -1.821394e+07 nChanged 11282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 106301 members 
Entering Unmasked Estep 
Score: -18223190.000000 Penalty: 5913.330566
	Iteration 6F: 3 clusters Score -1.822319e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 115841 members 
Entering Unmasked Estep 
Score: -18234036.000000 Penalty: 5913.330566
	Iteration 7F: 3 clusters Score -1.823404e+07 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27930 members 
Mstep: Class 2 contains 122618 members 
Entering Unmasked Estep 
Score: -18242752.000000 Penalty: 5913.330566
	Iteration 8F: 3 clusters Score -1.824275e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 126218 members 
Entering Unmasked Estep 
Score: -18247424.000000 Penalty: 5913.330566
	Iteration 9Q: 3 clusters Score -1.824742e+07 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22050 members 
Mstep: Class 2 contains 128498 members 
Entering Unmasked Estep 
Score: -18249182.000000 Penalty: 5913.330566
	Iteration 10Q: 3 clusters Score -1.824918e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 130425 members 
Entering Unmasked Estep 
Score: -18250048.000000 Penalty: 5913.330566
	Iteration 11Q: 3 clusters Score -1.825005e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 132187 members 
Entering Unmasked Estep 
Score: -18250754.000000 Penalty: 5913.330566
	Iteration 12Q: 3 clusters Score -1.825075e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 133813 members 
Entering Unmasked Estep 
Score: -18251446.000000 Penalty: 5913.330566
	Iteration 13Q: 3 clusters Score -1.825145e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 135328 members 
Entering Unmasked Estep 
Score: -18251866.000000 Penalty: 5913.330566
	Iteration 14Q: 3 clusters Score -1.825187e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 136729 members 
Entering Unmasked Estep 
Score: -18252376.000000 Penalty: 5913.330566
	Iteration 15Q: 3 clusters Score -1.825238e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 138056 members 
Entering Unmasked Estep 
Score: -18252902.000000 Penalty: 5913.330566
	Iteration 16Q: 3 clusters Score -1.82529e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 139283 members 
Entering Unmasked Estep 
Score: -18253484.000000 Penalty: 5913.330566
	Iteration 17Q: 3 clusters Score -1.825348e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 140386 members 
Entering Unmasked Estep 
Score: -18253992.000000 Penalty: 5913.330566
	Iteration 18Q: 3 clusters Score -1.825399e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 141377 members 
Entering Unmasked Estep 
Score: -18254540.000000 Penalty: 5913.330566
	Iteration 19Q: 3 clusters Score -1.825454e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 142234 members 
Entering Unmasked Estep 
Score: -18254928.000000 Penalty: 5913.330566
	Iteration 20F: 3 clusters Score -1.825493e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 142993 members 
Entering Unmasked Estep 
Score: -18255316.000000 Penalty: 5913.330566
	Iteration 21Q: 3 clusters Score -1.825532e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 143623 members 
Entering Unmasked Estep 
Score: -18255614.000000 Penalty: 5913.330566
	Iteration 22Q: 3 clusters Score -1.825561e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 144129 members 
Entering Unmasked Estep 
Score: -18255876.000000 Penalty: 5913.330566
	Iteration 23Q: 3 clusters Score -1.825588e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 144556 members 
Entering Unmasked Estep 
Score: -18256058.000000 Penalty: 5913.330566
	Iteration 24Q: 3 clusters Score -1.825606e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 144935 members 
Entering Unmasked Estep 
Score: -18256262.000000 Penalty: 5913.330566
	Iteration 25Q: 3 clusters Score -1.825626e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 145247 members 
Entering Unmasked Estep 
Score: -18256334.000000 Penalty: 5913.330566
	Iteration 26Q: 3 clusters Score -1.825633e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 145529 members 
Entering Unmasked Estep 
Score: -18256442.000000 Penalty: 5913.330566
	Iteration 27Q: 3 clusters Score -1.825644e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 145781 members 
Entering Unmasked Estep 
Score: -18256550.000000 Penalty: 5913.330566
	Iteration 28Q: 3 clusters Score -1.825655e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 146017 members 
Entering Unmasked Estep 
Score: -18256662.000000 Penalty: 5913.330566
	Iteration 29Q: 3 clusters Score -1.825666e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 146216 members 
Entering Unmasked Estep 
Score: -18256710.000000 Penalty: 5913.330566
	Iteration 30Q: 3 clusters Score -1.825671e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 146392 members 
Entering Unmasked Estep 
Score: -18256784.000000 Penalty: 5913.330566
	Iteration 31Q: 3 clusters Score -1.825678e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 146523 members 
Entering Unmasked Estep 
Score: -18256824.000000 Penalty: 5913.330566
	Iteration 32Q: 3 clusters Score -1.825682e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 146636 members 
Entering Unmasked Estep 
Score: -18256838.000000 Penalty: 5913.330566
	Iteration 33Q: 3 clusters Score -1.825684e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 146749 members 
Entering Unmasked Estep 
Score: -18256890.000000 Penalty: 5913.330566
	Iteration 34Q: 3 clusters Score -1.825689e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 146853 members 
Entering Unmasked Estep 
Score: -18256902.000000 Penalty: 5913.330566
	Iteration 35Q: 3 clusters Score -1.82569e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 146939 members 
Entering Unmasked Estep 
Score: -18256926.000000 Penalty: 5913.330566
	Iteration 36Q: 3 clusters Score -1.825693e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 147036 members 
Entering Unmasked Estep 
Score: -18256954.000000 Penalty: 5913.330566
	Iteration 37Q: 3 clusters Score -1.825695e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 147128 members 
Entering Unmasked Estep 
Score: -18256998.000000 Penalty: 5913.330566
	Iteration 38Q: 3 clusters Score -1.8257e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 147221 members 
Entering Unmasked Estep 
Score: -18257022.000000 Penalty: 5913.330566
	Iteration 39Q: 3 clusters Score -1.825702e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 147301 members 
Entering Unmasked Estep 
Score: -18257038.000000 Penalty: 5913.330566
	Iteration 40F: 3 clusters Score -1.825704e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 147369 members 
Entering Unmasked Estep 
Score: -18257092.000000 Penalty: 5913.330566
	Iteration 41Q: 3 clusters Score -1.825709e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 147416 members 
Entering Unmasked Estep 
Score: -18257084.000000 Penalty: 5913.330566
	Iteration 42Q: 3 clusters Score -1.825708e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 147457 members 
Entering Unmasked Estep 
Score: -18257102.000000 Penalty: 5913.330566
	Iteration 43Q: 3 clusters Score -1.82571e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 147510 members 
Entering Unmasked Estep 
Score: -18257094.000000 Penalty: 5913.330566
	Iteration 44Q: 3 clusters Score -1.825709e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 147562 members 
Entering Unmasked Estep 
Score: -18257104.000000 Penalty: 5913.330566
	Iteration 45Q: 3 clusters Score -1.82571e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 147605 members 
Entering Unmasked Estep 
Score: -18257098.000000 Penalty: 5913.330566
	Iteration 46Q: 3 clusters Score -1.82571e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -18257104.000000 Penalty: 5913.330566
	Iteration 47Q: 3 clusters Score -1.82571e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 147653 members 
Entering Unmasked Estep 
Score: -18257120.000000 Penalty: 5913.330566
	Iteration 48Q: 3 clusters Score -1.825712e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 147672 members 
Entering Unmasked Estep 
Score: -18257146.000000 Penalty: 5913.330566
	Iteration 49Q: 3 clusters Score -1.825715e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 147690 members 
Entering Unmasked Estep 
Score: -18257150.000000 Penalty: 5913.330566
	Iteration 50Q: 3 clusters Score -1.825715e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 147704 members 
Entering Unmasked Estep 
Score: -18257156.000000 Penalty: 5913.330566
	Iteration 51Q: 3 clusters Score -1.825716e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 147715 members 
Entering Unmasked Estep 
Score: -18257168.000000 Penalty: 5913.330566
	Iteration 52Q: 3 clusters Score -1.825717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 147721 members 
Entering Unmasked Estep 
Score: -18257156.000000 Penalty: 5913.330566
	Iteration 53Q: 3 clusters Score -1.825716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 147732 members 
Entering Unmasked Estep 
Score: -18257168.000000 Penalty: 5913.330566
	Iteration 54Q: 3 clusters Score -1.825717e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 147741 members 
Entering Unmasked Estep 
Score: -18257174.000000 Penalty: 5913.330566
	Iteration 55Q: 3 clusters Score -1.825717e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 147746 members 
Entering Unmasked Estep 
Score: -18257168.000000 Penalty: 5913.330566
	Iteration 56Q: 3 clusters Score -1.825717e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 147753 members 
Entering Unmasked Estep 
Score: -18257180.000000 Penalty: 5913.330566
	Iteration 57Q: 3 clusters Score -1.825718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 147763 members 
Entering Unmasked Estep 
Score: -18257178.000000 Penalty: 5913.330566
	Iteration 58Q: 3 clusters Score -1.825718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 147772 members 
Entering Unmasked Estep 
Score: -18257180.000000 Penalty: 5913.330566
	Iteration 59Q: 3 clusters Score -1.825718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 147778 members 
Entering Unmasked Estep 
Score: -18257178.000000 Penalty: 5913.330566
	Iteration 60F: 3 clusters Score -1.825718e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 147790 members 
Entering Unmasked Estep 
Score: -18257178.000000 Penalty: 5913.330566
	Iteration 61Q: 3 clusters Score -1.825718e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 147803 members 
Entering Unmasked Estep 
Score: -18257164.000000 Penalty: 5913.330566
	Iteration 62Q: 3 clusters Score -1.825716e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 147819 members 
Entering Unmasked Estep 
Score: -18257172.000000 Penalty: 5913.330566
	Iteration 63Q: 3 clusters Score -1.825717e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 147827 members 
Entering Unmasked Estep 
Score: -18257168.000000 Penalty: 5913.330566
	Iteration 64Q: 3 clusters Score -1.825717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 147837 members 
Entering Unmasked Estep 
Score: -18257178.000000 Penalty: 5913.330566
	Iteration 65Q: 3 clusters Score -1.825718e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 147845 members 
Entering Unmasked Estep 
Score: -18257172.000000 Penalty: 5913.330566
	Iteration 66Q: 3 clusters Score -1.825717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 147849 members 
Entering Unmasked Estep 
Score: -18257186.000000 Penalty: 5913.330566
	Iteration 67Q: 3 clusters Score -1.825719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 147853 members 
Entering Unmasked Estep 
Score: -18257190.000000 Penalty: 5913.330566
	Iteration 68Q: 3 clusters Score -1.825719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 147857 members 
Entering Unmasked Estep 
Score: -18257196.000000 Penalty: 5913.330566
	Iteration 69Q: 3 clusters Score -1.82572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 147861 members 
Entering Unmasked Estep 
Score: -18257200.000000 Penalty: 5913.330566
	Iteration 70Q: 3 clusters Score -1.82572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 147866 members 
Entering Unmasked Estep 
Score: -18257196.000000 Penalty: 5913.330566
	Iteration 71Q: 3 clusters Score -1.82572e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 147871 members 
Entering Unmasked Estep 
Score: -18257196.000000 Penalty: 5913.330566
	Iteration 72Q: 3 clusters Score -1.82572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 147879 members 
Entering Unmasked Estep 
Score: -18257194.000000 Penalty: 5913.330566
	Iteration 73Q: 3 clusters Score -1.825719e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 147888 members 
Entering Unmasked Estep 
Score: -18257186.000000 Penalty: 5913.330566
	Iteration 74Q: 3 clusters Score -1.825719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 147890 members 
Entering Unmasked Estep 
Score: -18257178.000000 Penalty: 5913.330566
	Iteration 75Q: 3 clusters Score -1.825718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 147892 members 
Entering Unmasked Estep 
Score: -18257198.000000 Penalty: 5913.330566
	Iteration 76Q: 3 clusters Score -1.82572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 147894 members 
Entering Unmasked Estep 
Score: -18257190.000000 Penalty: 5913.330566
	Iteration 77Q: 3 clusters Score -1.825719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 147895 members 
Entering Unmasked Estep 
Score: -18257190.000000 Penalty: 5913.330566
	Iteration 78Q: 3 clusters Score -1.825719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -18257190.000000 Penalty: 5913.330566
	Iteration 79Q: 3 clusters Score -1.825719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 147896 members 
Entering Unmasked Estep 
Score: -18257190.000000 Penalty: 5913.330566
	Iteration 80F: 3 clusters Score -1.825719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (256435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256435 members 
Entering Unmasked Estep 
Score: -30728890.000000 Penalty: 3088.748535
	Iteration 0F: 2 clusters Score -3.072889e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128401 members 
Mstep: Class 2 contains 128034 members 
Entering Unmasked Estep 
Score: -30563992.000000 Penalty: 6177.497070
	Iteration 0F: 3 clusters Score -3.056399e+07 nChanged 123812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129975 members 
Mstep: Class 2 contains 126460 members 
Entering Unmasked Estep 
Score: -30636534.000000 Penalty: 6177.497070
	Iteration 1F: 3 clusters Score -3.063653e+07 nChanged 5970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131795 members 
Mstep: Class 2 contains 124640 members 
Entering Unmasked Estep 
Score: -30637652.000000 Penalty: 6177.497070
	Iteration 2Q: 3 clusters Score -3.063765e+07 nChanged 6562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134683 members 
Mstep: Class 2 contains 121752 members 
Entering Unmasked Estep 
Score: -30638972.000000 Penalty: 6177.497070
	Iteration 3Q: 3 clusters Score -3.063897e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139147 members 
Mstep: Class 2 contains 117288 members 
Entering Unmasked Estep 
Score: -30641232.000000 Penalty: 6177.497070
	Iteration 4Q: 3 clusters Score -3.064123e+07 nChanged 9341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146126 members 
Mstep: Class 2 contains 110309 members 
Entering Unmasked Estep 
Score: -30644666.000000 Penalty: 6177.497070
	Iteration 5Q: 3 clusters Score -3.064467e+07 nChanged 12134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156418 members 
Mstep: Class 2 contains 100017 members 
Entering Unmasked Estep 
Score: -30650884.000000 Penalty: 6177.497070
	Iteration 6Q: 3 clusters Score -3.065088e+07 nChanged 15429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170351 members 
Mstep: Class 2 contains 86084 members 
Entering Unmasked Estep 
Score: -30660568.000000 Penalty: 6177.497070
	Iteration 7F: 3 clusters Score -3.066057e+07 nChanged 17909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186694 members 
Mstep: Class 2 contains 69741 members 
Entering Unmasked Estep 
Score: -30674794.000000 Penalty: 6177.497070
	Iteration 8F: 3 clusters Score -3.067479e+07 nChanged 17277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202017 members 
Mstep: Class 2 contains 54418 members 
Entering Unmasked Estep 
Score: -30689408.000000 Penalty: 6177.497070
	Iteration 9F: 3 clusters Score -3.068941e+07 nChanged 13627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213204 members 
Mstep: Class 2 contains 43231 members 
Entering Unmasked Estep 
Score: -30699986.000000 Penalty: 6177.497070
	Iteration 10F: 3 clusters Score -3.069999e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220469 members 
Mstep: Class 2 contains 35966 members 
Entering Unmasked Estep 
Score: -30706198.000000 Penalty: 6177.497070
	Iteration 11Q: 3 clusters Score -3.07062e+07 nChanged 6743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225602 members 
Mstep: Class 2 contains 30833 members 
Entering Unmasked Estep 
Score: -30709650.000000 Penalty: 6177.497070
	Iteration 12Q: 3 clusters Score -3.070965e+07 nChanged 4868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229640 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -30712094.000000 Penalty: 6177.497070
	Iteration 13Q: 3 clusters Score -3.071209e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233173 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -30714130.000000 Penalty: 6177.497070
	Iteration 14Q: 3 clusters Score -3.071413e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236253 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -30715882.000000 Penalty: 6177.497070
	Iteration 15Q: 3 clusters Score -3.071588e+07 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238978 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -30717168.000000 Penalty: 6177.497070
	Iteration 16Q: 3 clusters Score -3.071717e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241386 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -30718464.000000 Penalty: 6177.497070
	Iteration 17Q: 3 clusters Score -3.071846e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243515 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -30719606.000000 Penalty: 6177.497070
	Iteration 18Q: 3 clusters Score -3.071961e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245377 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -30720772.000000 Penalty: 6177.497070
	Iteration 19Q: 3 clusters Score -3.072077e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247016 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -30721636.000000 Penalty: 6177.497070
	Iteration 20F: 3 clusters Score -3.072164e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248411 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -30722546.000000 Penalty: 6177.497070
	Iteration 21Q: 3 clusters Score -3.072255e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249602 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -30723198.000000 Penalty: 6177.497070
	Iteration 22Q: 3 clusters Score -3.07232e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250578 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -30723844.000000 Penalty: 6177.497070
	Iteration 23Q: 3 clusters Score -3.072384e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251405 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -30724416.000000 Penalty: 6177.497070
	Iteration 24Q: 3 clusters Score -3.072442e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252068 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -30724760.000000 Penalty: 6177.497070
	Iteration 25Q: 3 clusters Score -3.072476e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252593 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -30725052.000000 Penalty: 6177.497070
	Iteration 26Q: 3 clusters Score -3.072505e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252987 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -30725360.000000 Penalty: 6177.497070
	Iteration 27Q: 3 clusters Score -3.072536e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253312 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -30725524.000000 Penalty: 6177.497070
	Iteration 28Q: 3 clusters Score -3.072552e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253580 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -30725672.000000 Penalty: 6177.497070
	Iteration 29Q: 3 clusters Score -3.072567e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253780 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -30725818.000000 Penalty: 6177.497070
	Iteration 30Q: 3 clusters Score -3.072582e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253949 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -30725954.000000 Penalty: 6177.497070
	Iteration 31Q: 3 clusters Score -3.072595e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254065 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -30726052.000000 Penalty: 6177.497070
	Iteration 32Q: 3 clusters Score -3.072605e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254166 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -30726118.000000 Penalty: 6177.497070
	Iteration 33Q: 3 clusters Score -3.072612e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254247 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -30726154.000000 Penalty: 6177.497070
	Iteration 34Q: 3 clusters Score -3.072615e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254324 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -30726218.000000 Penalty: 6177.497070
	Iteration 35Q: 3 clusters Score -3.072622e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254382 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -30726262.000000 Penalty: 6177.497070
	Iteration 36Q: 3 clusters Score -3.072626e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254431 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -30726254.000000 Penalty: 6177.497070
	Iteration 37Q: 3 clusters Score -3.072625e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254470 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -30726278.000000 Penalty: 6177.497070
	Iteration 38Q: 3 clusters Score -3.072628e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254504 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -30726300.000000 Penalty: 6177.497070
	Iteration 39Q: 3 clusters Score -3.07263e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254532 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -30726304.000000 Penalty: 6177.497070
	Iteration 40F: 3 clusters Score -3.07263e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254579 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -30726338.000000 Penalty: 6177.497070
	Iteration 41Q: 3 clusters Score -3.072634e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254607 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -30726392.000000 Penalty: 6177.497070
	Iteration 42Q: 3 clusters Score -3.072639e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254625 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -30726404.000000 Penalty: 6177.497070
	Iteration 43Q: 3 clusters Score -3.07264e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254646 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -30726414.000000 Penalty: 6177.497070
	Iteration 44Q: 3 clusters Score -3.072641e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254668 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -30726408.000000 Penalty: 6177.497070
	Iteration 45Q: 3 clusters Score -3.072641e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254690 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -30726412.000000 Penalty: 6177.497070
	Iteration 46Q: 3 clusters Score -3.072641e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254707 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -30726414.000000 Penalty: 6177.497070
	Iteration 47Q: 3 clusters Score -3.072641e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254717 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -30726440.000000 Penalty: 6177.497070
	Iteration 48Q: 3 clusters Score -3.072644e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254734 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -30726462.000000 Penalty: 6177.497070
	Iteration 49Q: 3 clusters Score -3.072646e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254751 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -30726464.000000 Penalty: 6177.497070
	Iteration 50Q: 3 clusters Score -3.072646e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254762 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -30726462.000000 Penalty: 6177.497070
	Iteration 51Q: 3 clusters Score -3.072646e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254781 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -30726468.000000 Penalty: 6177.497070
	Iteration 52Q: 3 clusters Score -3.072647e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254790 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -30726488.000000 Penalty: 6177.497070
	Iteration 53Q: 3 clusters Score -3.072649e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254797 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -30726492.000000 Penalty: 6177.497070
	Iteration 54Q: 3 clusters Score -3.072649e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254799 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -30726472.000000 Penalty: 6177.497070
	Iteration 55Q: 3 clusters Score -3.072647e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254805 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -30726510.000000 Penalty: 6177.497070
	Iteration 56Q: 3 clusters Score -3.072651e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254810 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -30726502.000000 Penalty: 6177.497070
	Iteration 57Q: 3 clusters Score -3.07265e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254815 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -30726510.000000 Penalty: 6177.497070
	Iteration 58Q: 3 clusters Score -3.072651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254818 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -30726498.000000 Penalty: 6177.497070
	Iteration 59Q: 3 clusters Score -3.07265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254820 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -30726494.000000 Penalty: 6177.497070
	Iteration 60F: 3 clusters Score -3.072649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254823 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -30726506.000000 Penalty: 6177.497070
	Iteration 61Q: 3 clusters Score -3.072651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254825 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -30726508.000000 Penalty: 6177.497070
	Iteration 62Q: 3 clusters Score -3.072651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254829 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -30726510.000000 Penalty: 6177.497070
	Iteration 63Q: 3 clusters Score -3.072651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254833 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -30726514.000000 Penalty: 6177.497070
	Iteration 64Q: 3 clusters Score -3.072651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254836 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -30726532.000000 Penalty: 6177.497070
	Iteration 65Q: 3 clusters Score -3.072653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254840 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -30726528.000000 Penalty: 6177.497070
	Iteration 66Q: 3 clusters Score -3.072653e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254844 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -30726522.000000 Penalty: 6177.497070
	Iteration 67Q: 3 clusters Score -3.072652e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254845 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -30726532.000000 Penalty: 6177.497070
	Iteration 68Q: 3 clusters Score -3.072653e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254846 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -30726536.000000 Penalty: 6177.497070
	Iteration 69Q: 3 clusters Score -3.072654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254848 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -30726526.000000 Penalty: 6177.497070
	Iteration 70Q: 3 clusters Score -3.072653e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254855 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -30726526.000000 Penalty: 6177.497070
	Iteration 71Q: 3 clusters Score -3.072653e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254861 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -30726528.000000 Penalty: 6177.497070
	Iteration 72Q: 3 clusters Score -3.072653e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254864 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -30726514.000000 Penalty: 6177.497070
	Iteration 73Q: 3 clusters Score -3.072651e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254869 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -30726518.000000 Penalty: 6177.497070
	Iteration 74Q: 3 clusters Score -3.072652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254874 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -30726518.000000 Penalty: 6177.497070
	Iteration 75Q: 3 clusters Score -3.072652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254875 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -30726520.000000 Penalty: 6177.497070
	Iteration 76Q: 3 clusters Score -3.072652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254876 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -30726534.000000 Penalty: 6177.497070
	Iteration 77Q: 3 clusters Score -3.072653e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254876 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -30726538.000000 Penalty: 6177.497070
	Iteration 78Q: 3 clusters Score -3.072654e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254877 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -30726556.000000 Penalty: 6177.497070
	Iteration 79Q: 3 clusters Score -3.072656e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254877 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -30726556.000000 Penalty: 6177.497070
	Iteration 80F: 3 clusters Score -3.072656e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Entering Unmasked Estep 
Score: -950115.250000 Penalty: 2226.238281
	Iteration 0F: 2 clusters Score -950115.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -943799.625000 Penalty: 4452.476562
	Iteration 0F: 3 clusters Score -943799.6 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -945586.750000 Penalty: 4452.476562
	Iteration 1F: 3 clusters Score -945586.8 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -945994.937500 Penalty: 4452.476562
	Iteration 2F: 3 clusters Score -945994.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -946330.500000 Penalty: 4452.476562
	Iteration 3F: 3 clusters Score -946330.5 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -946656.937500 Penalty: 4452.476562
	Iteration 4F: 3 clusters Score -946656.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -946964.500000 Penalty: 4452.476562
	Iteration 5F: 3 clusters Score -946964.5 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -947219.937500 Penalty: 4452.476562
	Iteration 6F: 3 clusters Score -947219.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -947476.937500 Penalty: 4452.476562
	Iteration 7Q: 3 clusters Score -947476.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -947763.937500 Penalty: 4452.476562
	Iteration 8F: 3 clusters Score -947763.9 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -948006.000000 Penalty: 4452.476562
	Iteration 9Q: 3 clusters Score -948006 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -948229.500000 Penalty: 4452.476562
	Iteration 10Q: 3 clusters Score -948229.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -948392.375000 Penalty: 4452.476562
	Iteration 11Q: 3 clusters Score -948392.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -948483.500000 Penalty: 4452.476562
	Iteration 12Q: 3 clusters Score -948483.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -948551.437500 Penalty: 4452.476562
	Iteration 13Q: 3 clusters Score -948551.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -948599.875000 Penalty: 4452.476562
	Iteration 14Q: 3 clusters Score -948599.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -948633.875000 Penalty: 4452.476562
	Iteration 15Q: 3 clusters Score -948633.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -948659.562500 Penalty: 4452.476562
	Iteration 16Q: 3 clusters Score -948659.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -948668.750000 Penalty: 4452.476562
	Iteration 17Q: 3 clusters Score -948668.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -948681.250000 Penalty: 4452.476562
	Iteration 18Q: 3 clusters Score -948681.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -948692.187500 Penalty: 4452.476562
	Iteration 19Q: 3 clusters Score -948692.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -948704.625000 Penalty: 4452.476562
	Iteration 20F: 3 clusters Score -948704.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -948713.250000 Penalty: 4452.476562
	Iteration 21Q: 3 clusters Score -948713.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -948721.937500 Penalty: 4452.476562
	Iteration 22Q: 3 clusters Score -948721.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -948729.312500 Penalty: 4452.476562
	Iteration 23Q: 3 clusters Score -948729.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -948734.437500 Penalty: 4452.476562
	Iteration 24Q: 3 clusters Score -948734.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -948739.437500 Penalty: 4452.476562
	Iteration 25Q: 3 clusters Score -948739.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -948743.437500 Penalty: 4452.476562
	Iteration 26Q: 3 clusters Score -948743.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -948747.437500 Penalty: 4452.476562
	Iteration 27Q: 3 clusters Score -948747.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -948750.375000 Penalty: 4452.476562
	Iteration 28Q: 3 clusters Score -948750.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -948754.500000 Penalty: 4452.476562
	Iteration 29Q: 3 clusters Score -948754.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -948759.562500 Penalty: 4452.476562
	Iteration 30Q: 3 clusters Score -948759.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -948767.875000 Penalty: 4452.476562
	Iteration 31Q: 3 clusters Score -948767.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -948773.687500 Penalty: 4452.476562
	Iteration 32Q: 3 clusters Score -948773.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -948783.187500 Penalty: 4452.476562
	Iteration 33Q: 3 clusters Score -948783.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -948787.312500 Penalty: 4452.476562
	Iteration 34Q: 3 clusters Score -948787.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -948789.437500 Penalty: 4452.476562
	Iteration 35Q: 3 clusters Score -948789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -948792.062500 Penalty: 4452.476562
	Iteration 36Q: 3 clusters Score -948792.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -948791.812500 Penalty: 4452.476562
	Iteration 37Q: 3 clusters Score -948791.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -948794.687500 Penalty: 4452.476562
	Iteration 38Q: 3 clusters Score -948794.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -948795.750000 Penalty: 4452.476562
	Iteration 39Q: 3 clusters Score -948795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -948796.437500 Penalty: 4452.476562
	Iteration 40F: 3 clusters Score -948796.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Entering Unmasked Estep 
Score: -2347363.500000 Penalty: 2449.200439
	Iteration 0F: 2 clusters Score -2347364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2333596.500000 Penalty: 4898.400879
	Iteration 0F: 3 clusters Score -2333596 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9539 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2338288.750000 Penalty: 4898.400879
	Iteration 1F: 3 clusters Score -2338289 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -2338731.000000 Penalty: 4898.400879
	Iteration 2F: 3 clusters Score -2338731 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2339122.500000 Penalty: 4898.400879
	Iteration 3Q: 3 clusters Score -2339122 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2339489.000000 Penalty: 4898.400879
	Iteration 4Q: 3 clusters Score -2339489 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2339895.750000 Penalty: 4898.400879
	Iteration 5Q: 3 clusters Score -2339896 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -2340389.250000 Penalty: 4898.400879
	Iteration 6F: 3 clusters Score -2340389 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 12094 members 
Entering Unmasked Estep 
Score: -2340912.500000 Penalty: 4898.400879
	Iteration 7F: 3 clusters Score -2340912 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2341454.000000 Penalty: 4898.400879
	Iteration 8Q: 3 clusters Score -2341454 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2342016.500000 Penalty: 4898.400879
	Iteration 9Q: 3 clusters Score -2342016 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2342546.000000 Penalty: 4898.400879
	Iteration 10Q: 3 clusters Score -2342546 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2343064.250000 Penalty: 4898.400879
	Iteration 11Q: 3 clusters Score -2343064 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2343519.500000 Penalty: 4898.400879
	Iteration 12Q: 3 clusters Score -2343520 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -2343910.000000 Penalty: 4898.400879
	Iteration 13Q: 3 clusters Score -2343910 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2344216.250000 Penalty: 4898.400879
	Iteration 14Q: 3 clusters Score -2344216 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 17218 members 
Entering Unmasked Estep 
Score: -2344448.250000 Penalty: 4898.400879
	Iteration 15Q: 3 clusters Score -2344448 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2344650.750000 Penalty: 4898.400879
	Iteration 16Q: 3 clusters Score -2344651 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -2344812.250000 Penalty: 4898.400879
	Iteration 17Q: 3 clusters Score -2344812 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2344947.500000 Penalty: 4898.400879
	Iteration 18Q: 3 clusters Score -2344948 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2345092.500000 Penalty: 4898.400879
	Iteration 19Q: 3 clusters Score -2345092 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2345217.250000 Penalty: 4898.400879
	Iteration 20F: 3 clusters Score -2345217 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -2345317.250000 Penalty: 4898.400879
	Iteration 21Q: 3 clusters Score -2345317 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2345368.500000 Penalty: 4898.400879
	Iteration 22Q: 3 clusters Score -2345368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -2345408.500000 Penalty: 4898.400879
	Iteration 23Q: 3 clusters Score -2345408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2345434.500000 Penalty: 4898.400879
	Iteration 24Q: 3 clusters Score -2345434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2345450.250000 Penalty: 4898.400879
	Iteration 25Q: 3 clusters Score -2345450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2345456.500000 Penalty: 4898.400879
	Iteration 26Q: 3 clusters Score -2345456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2345456.000000 Penalty: 4898.400879
	Iteration 27Q: 3 clusters Score -2345456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2345461.500000 Penalty: 4898.400879
	Iteration 28Q: 3 clusters Score -2345462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2345464.000000 Penalty: 4898.400879
	Iteration 29Q: 3 clusters Score -2345464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -2345464.000000 Penalty: 4898.400879
	Iteration 30Q: 3 clusters Score -2345464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2345462.250000 Penalty: 4898.400879
	Iteration 31Q: 3 clusters Score -2345462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2345462.250000 Penalty: 4898.400879
	Iteration 32F: 3 clusters Score -2345462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Entering Unmasked Estep 
Score: -465870.500000 Penalty: 2042.566528
	Iteration 0F: 2 clusters Score -465870.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -462082.656250 Penalty: 4085.133057
	Iteration 0F: 3 clusters Score -462082.7 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -462895.187500 Penalty: 4085.133057
	Iteration 1F: 3 clusters Score -462895.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -463056.531250 Penalty: 4085.133057
	Iteration 2F: 3 clusters Score -463056.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -463155.125000 Penalty: 4085.133057
	Iteration 3Q: 3 clusters Score -463155.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -463227.562500 Penalty: 4085.133057
	Iteration 4Q: 3 clusters Score -463227.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -463272.062500 Penalty: 4085.133057
	Iteration 5Q: 3 clusters Score -463272.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -463304.875000 Penalty: 4085.133057
	Iteration 6Q: 3 clusters Score -463304.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -463342.750000 Penalty: 4085.133057
	Iteration 7Q: 3 clusters Score -463342.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -463370.468750 Penalty: 4085.133057
	Iteration 8Q: 3 clusters Score -463370.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -463393.875000 Penalty: 4085.133057
	Iteration 9Q: 3 clusters Score -463393.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -463412.031250 Penalty: 4085.133057
	Iteration 10Q: 3 clusters Score -463412 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -463428.718750 Penalty: 4085.133057
	Iteration 11Q: 3 clusters Score -463428.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -463445.625000 Penalty: 4085.133057
	Iteration 12Q: 3 clusters Score -463445.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -463454.437500 Penalty: 4085.133057
	Iteration 13Q: 3 clusters Score -463454.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -463468.843750 Penalty: 4085.133057
	Iteration 14Q: 3 clusters Score -463468.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -463483.843750 Penalty: 4085.133057
	Iteration 15Q: 3 clusters Score -463483.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -463499.750000 Penalty: 4085.133057
	Iteration 16Q: 3 clusters Score -463499.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -463511.062500 Penalty: 4085.133057
	Iteration 17Q: 3 clusters Score -463511.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -463516.093750 Penalty: 4085.133057
	Iteration 18Q: 3 clusters Score -463516.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -463524.812500 Penalty: 4085.133057
	Iteration 19Q: 3 clusters Score -463524.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -463537.093750 Penalty: 4085.133057
	Iteration 20F: 3 clusters Score -463537.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -463552.281250 Penalty: 4085.133057
	Iteration 21Q: 3 clusters Score -463552.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -463561.093750 Penalty: 4085.133057
	Iteration 22Q: 3 clusters Score -463561.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -463568.187500 Penalty: 4085.133057
	Iteration 23Q: 3 clusters Score -463568.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -463573.468750 Penalty: 4085.133057
	Iteration 24Q: 3 clusters Score -463573.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -463578.718750 Penalty: 4085.133057
	Iteration 25Q: 3 clusters Score -463578.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -463588.750000 Penalty: 4085.133057
	Iteration 26Q: 3 clusters Score -463588.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -463602.562500 Penalty: 4085.133057
	Iteration 27Q: 3 clusters Score -463602.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -463615.968750 Penalty: 4085.133057
	Iteration 28Q: 3 clusters Score -463616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -463627.062500 Penalty: 4085.133057
	Iteration 29Q: 3 clusters Score -463627.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -463638.750000 Penalty: 4085.133057
	Iteration 30Q: 3 clusters Score -463638.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -463647.343750 Penalty: 4085.133057
	Iteration 31Q: 3 clusters Score -463647.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -463656.531250 Penalty: 4085.133057
	Iteration 32Q: 3 clusters Score -463656.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -463662.593750 Penalty: 4085.133057
	Iteration 33Q: 3 clusters Score -463662.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -463666.906250 Penalty: 4085.133057
	Iteration 34Q: 3 clusters Score -463666.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -463670.781250 Penalty: 4085.133057
	Iteration 35Q: 3 clusters Score -463670.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -463674.937500 Penalty: 4085.133057
	Iteration 36Q: 3 clusters Score -463674.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -463682.937500 Penalty: 4085.133057
	Iteration 37Q: 3 clusters Score -463682.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -463690.156250 Penalty: 4085.133057
	Iteration 38Q: 3 clusters Score -463690.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -463701.125000 Penalty: 4085.133057
	Iteration 39Q: 3 clusters Score -463701.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -463708.031250 Penalty: 4085.133057
	Iteration 40F: 3 clusters Score -463708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -463720.375000 Penalty: 4085.133057
	Iteration 41Q: 3 clusters Score -463720.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -463734.781250 Penalty: 4085.133057
	Iteration 42Q: 3 clusters Score -463734.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -463745.906250 Penalty: 4085.133057
	Iteration 43Q: 3 clusters Score -463745.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -463760.031250 Penalty: 4085.133057
	Iteration 44Q: 3 clusters Score -463760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -463770.843750 Penalty: 4085.133057
	Iteration 45Q: 3 clusters Score -463770.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -463785.375000 Penalty: 4085.133057
	Iteration 46Q: 3 clusters Score -463785.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -463802.968750 Penalty: 4085.133057
	Iteration 47Q: 3 clusters Score -463803 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -463814.187500 Penalty: 4085.133057
	Iteration 48Q: 3 clusters Score -463814.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -463829.625000 Penalty: 4085.133057
	Iteration 49Q: 3 clusters Score -463829.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -463845.906250 Penalty: 4085.133057
	Iteration 50Q: 3 clusters Score -463845.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -463861.218750 Penalty: 4085.133057
	Iteration 51Q: 3 clusters Score -463861.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -463877.406250 Penalty: 4085.133057
	Iteration 52Q: 3 clusters Score -463877.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -463887.437500 Penalty: 4085.133057
	Iteration 53Q: 3 clusters Score -463887.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -463895.843750 Penalty: 4085.133057
	Iteration 54Q: 3 clusters Score -463895.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -463908.625000 Penalty: 4085.133057
	Iteration 55Q: 3 clusters Score -463908.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -463919.375000 Penalty: 4085.133057
	Iteration 56Q: 3 clusters Score -463919.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -463930.812500 Penalty: 4085.133057
	Iteration 57Q: 3 clusters Score -463930.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -463937.406250 Penalty: 4085.133057
	Iteration 58Q: 3 clusters Score -463937.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -463944.375000 Penalty: 4085.133057
	Iteration 59Q: 3 clusters Score -463944.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -463947.656250 Penalty: 4085.133057
	Iteration 60F: 3 clusters Score -463947.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -463950.687500 Penalty: 4085.133057
	Iteration 61Q: 3 clusters Score -463950.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -463954.500000 Penalty: 4085.133057
	Iteration 62Q: 3 clusters Score -463954.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -463959.375000 Penalty: 4085.133057
	Iteration 63Q: 3 clusters Score -463959.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -463963.906250 Penalty: 4085.133057
	Iteration 64Q: 3 clusters Score -463963.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -463971.375000 Penalty: 4085.133057
	Iteration 65Q: 3 clusters Score -463971.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -463978.125000 Penalty: 4085.133057
	Iteration 66Q: 3 clusters Score -463978.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -463987.218750 Penalty: 4085.133057
	Iteration 67Q: 3 clusters Score -463987.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -463992.843750 Penalty: 4085.133057
	Iteration 68Q: 3 clusters Score -463992.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -464003.500000 Penalty: 4085.133057
	Iteration 69Q: 3 clusters Score -464003.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -464013.437500 Penalty: 4085.133057
	Iteration 70Q: 3 clusters Score -464013.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -464022.218750 Penalty: 4085.133057
	Iteration 71Q: 3 clusters Score -464022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -464029.031250 Penalty: 4085.133057
	Iteration 72Q: 3 clusters Score -464029 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -464030.031250 Penalty: 4085.133057
	Iteration 73Q: 3 clusters Score -464030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -464031.562500 Penalty: 4085.133057
	Iteration 74Q: 3 clusters Score -464031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -464032.968750 Penalty: 4085.133057
	Iteration 75Q: 3 clusters Score -464033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -464034.281250 Penalty: 4085.133057
	Iteration 76Q: 3 clusters Score -464034.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -464037.812500 Penalty: 4085.133057
	Iteration 77Q: 3 clusters Score -464037.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -464042.562500 Penalty: 4085.133057
	Iteration 78Q: 3 clusters Score -464042.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -464046.218750 Penalty: 4085.133057
	Iteration 79Q: 3 clusters Score -464046.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -464047.093750 Penalty: 4085.133057
	Iteration 80F: 3 clusters Score -464047.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -464050.718750 Penalty: 4085.133057
	Iteration 81Q: 3 clusters Score -464050.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -464053.968750 Penalty: 4085.133057
	Iteration 82Q: 3 clusters Score -464054 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -464055.531250 Penalty: 4085.133057
	Iteration 83Q: 3 clusters Score -464055.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -464056.187500 Penalty: 4085.133057
	Iteration 84Q: 3 clusters Score -464056.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -464057.031250 Penalty: 4085.133057
	Iteration 85Q: 3 clusters Score -464057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -464058.218750 Penalty: 4085.133057
	Iteration 86Q: 3 clusters Score -464058.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -464060.000000 Penalty: 4085.133057
	Iteration 87Q: 3 clusters Score -464060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -464062.093750 Penalty: 4085.133057
	Iteration 88Q: 3 clusters Score -464062.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -464064.718750 Penalty: 4085.133057
	Iteration 89Q: 3 clusters Score -464064.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -464066.468750 Penalty: 4085.133057
	Iteration 90Q: 3 clusters Score -464066.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -464067.843750 Penalty: 4085.133057
	Iteration 91Q: 3 clusters Score -464067.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -464067.843750 Penalty: 4085.133057
	Iteration 92F: 3 clusters Score -464067.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50011 members 
Entering Unmasked Estep 
Score: -5856733.000000 Penalty: 2683.359375
	Iteration 0F: 2 clusters Score -5856733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -5822974.500000 Penalty: 5366.718750
	Iteration 0F: 3 clusters Score -5822974 nChanged 22983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -5835904.000000 Penalty: 5366.718750
	Iteration 1F: 3 clusters Score -5835904 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -5836543.500000 Penalty: 5366.718750
	Iteration 2Q: 3 clusters Score -5836544 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5837421.000000 Penalty: 5366.718750
	Iteration 3Q: 3 clusters Score -5837421 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -5838745.500000 Penalty: 5366.718750
	Iteration 4F: 3 clusters Score -5838746 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -5840855.500000 Penalty: 5366.718750
	Iteration 5F: 3 clusters Score -5840856 nChanged 4031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -5844115.500000 Penalty: 5366.718750
	Iteration 6F: 3 clusters Score -5844116 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43975 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -5848252.500000 Penalty: 5366.718750
	Iteration 7F: 3 clusters Score -5848252 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -5851644.500000 Penalty: 5366.718750
	Iteration 8F: 3 clusters Score -5851644 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49060 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5853389.000000 Penalty: 5366.718750
	Iteration 9Q: 3 clusters Score -5853389 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49625 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5854004.500000 Penalty: 5366.718750
	Iteration 10Q: 3 clusters Score -5854004 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49759 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5854195.500000 Penalty: 5366.718750
	Iteration 11Q: 3 clusters Score -5854196 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49798 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -5854285.500000 Penalty: 5366.718750
	Iteration 12Q: 3 clusters Score -5854286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5854315.000000 Penalty: 5366.718750
	Iteration 13Q: 3 clusters Score -5854315 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5854351.000000 Penalty: 5366.718750
	Iteration 14Q: 3 clusters Score -5854351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -5854349.000000 Penalty: 5366.718750
	Iteration 15Q: 3 clusters Score -5854349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5854354.500000 Penalty: 5366.718750
	Iteration 16Q: 3 clusters Score -5854354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -5854361.500000 Penalty: 5366.718750
	Iteration 17Q: 3 clusters Score -5854362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5854362.500000 Penalty: 5366.718750
	Iteration 18Q: 3 clusters Score -5854362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -5854362.500000 Penalty: 5366.718750
	Iteration 19F: 3 clusters Score -5854362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Entering Unmasked Estep 
Score: -1898257.125000 Penalty: 2390.795166
	Iteration 0F: 2 clusters Score -1898257 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1887242.250000 Penalty: 4781.590332
	Iteration 0F: 3 clusters Score -1887242 nChanged 6535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1890741.625000 Penalty: 4781.590332
	Iteration 1F: 3 clusters Score -1890742 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1891009.250000 Penalty: 4781.590332
	Iteration 2F: 3 clusters Score -1891009 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1891214.500000 Penalty: 4781.590332
	Iteration 3Q: 3 clusters Score -1891214 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8531 members 
Entering Unmasked Estep 
Score: -1891425.125000 Penalty: 4781.590332
	Iteration 4Q: 3 clusters Score -1891425 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8837 members 
Entering Unmasked Estep 
Score: -1891637.000000 Penalty: 4781.590332
	Iteration 5Q: 3 clusters Score -1891637 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1891879.250000 Penalty: 4781.590332
	Iteration 6Q: 3 clusters Score -1891879 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1892187.250000 Penalty: 4781.590332
	Iteration 7Q: 3 clusters Score -1892187 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1892611.375000 Penalty: 4781.590332
	Iteration 8Q: 3 clusters Score -1892611 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1893115.375000 Penalty: 4781.590332
	Iteration 9Q: 3 clusters Score -1893115 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -1893684.250000 Penalty: 4781.590332
	Iteration 10F: 3 clusters Score -1893684 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -1894315.625000 Penalty: 4781.590332
	Iteration 11Q: 3 clusters Score -1894316 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1894852.125000 Penalty: 4781.590332
	Iteration 12Q: 3 clusters Score -1894852 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1895248.375000 Penalty: 4781.590332
	Iteration 13Q: 3 clusters Score -1895248 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1895536.000000 Penalty: 4781.590332
	Iteration 14Q: 3 clusters Score -1895536 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -1895702.250000 Penalty: 4781.590332
	Iteration 15Q: 3 clusters Score -1895702 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -1895791.625000 Penalty: 4781.590332
	Iteration 16Q: 3 clusters Score -1895792 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -1895855.250000 Penalty: 4781.590332
	Iteration 17Q: 3 clusters Score -1895855 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -1895898.750000 Penalty: 4781.590332
	Iteration 18Q: 3 clusters Score -1895899 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -1895932.625000 Penalty: 4781.590332
	Iteration 19Q: 3 clusters Score -1895933 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -1895961.875000 Penalty: 4781.590332
	Iteration 20F: 3 clusters Score -1895962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1895991.500000 Penalty: 4781.590332
	Iteration 21Q: 3 clusters Score -1895992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1896009.000000 Penalty: 4781.590332
	Iteration 22Q: 3 clusters Score -1896009 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1896031.250000 Penalty: 4781.590332
	Iteration 23Q: 3 clusters Score -1896031 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1896042.875000 Penalty: 4781.590332
	Iteration 24Q: 3 clusters Score -1896043 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1896055.000000 Penalty: 4781.590332
	Iteration 25Q: 3 clusters Score -1896055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1896067.625000 Penalty: 4781.590332
	Iteration 26Q: 3 clusters Score -1896068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14430 members 
Entering Unmasked Estep 
Score: -1896068.125000 Penalty: 4781.590332
	Iteration 27Q: 3 clusters Score -1896068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -1896076.250000 Penalty: 4781.590332
	Iteration 28Q: 3 clusters Score -1896076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1896080.000000 Penalty: 4781.590332
	Iteration 29Q: 3 clusters Score -1896080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -1896085.875000 Penalty: 4781.590332
	Iteration 30Q: 3 clusters Score -1896086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -1896089.000000 Penalty: 4781.590332
	Iteration 31Q: 3 clusters Score -1896089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -1896092.000000 Penalty: 4781.590332
	Iteration 32Q: 3 clusters Score -1896092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1896094.625000 Penalty: 4781.590332
	Iteration 33Q: 3 clusters Score -1896095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1896099.625000 Penalty: 4781.590332
	Iteration 34Q: 3 clusters Score -1896100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -1896103.375000 Penalty: 4781.590332
	Iteration 35Q: 3 clusters Score -1896103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -1896101.250000 Penalty: 4781.590332
	Iteration 36Q: 3 clusters Score -1896101 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -1896102.375000 Penalty: 4781.590332
	Iteration 37Q: 3 clusters Score -1896102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 14496 members 
Entering Unmasked Estep 
Score: -1896104.750000 Penalty: 4781.590332
	Iteration 38Q: 3 clusters Score -1896105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -1896104.500000 Penalty: 4781.590332
	Iteration 39Q: 3 clusters Score -1896104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -1896106.000000 Penalty: 4781.590332
	Iteration 40F: 3 clusters Score -1896106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -1896108.500000 Penalty: 4781.590332
	Iteration 41Q: 3 clusters Score -1896108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -1896109.375000 Penalty: 4781.590332
	Iteration 42Q: 3 clusters Score -1896109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1896112.750000 Penalty: 4781.590332
	Iteration 43Q: 3 clusters Score -1896113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14519 members 
Entering Unmasked Estep 
Score: -1896114.125000 Penalty: 4781.590332
	Iteration 44Q: 3 clusters Score -1896114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14524 members 
Entering Unmasked Estep 
Score: -1896118.125000 Penalty: 4781.590332
	Iteration 45Q: 3 clusters Score -1896118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -1896119.375000 Penalty: 4781.590332
	Iteration 46Q: 3 clusters Score -1896119 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -1896122.750000 Penalty: 4781.590332
	Iteration 47Q: 3 clusters Score -1896123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -1896124.375000 Penalty: 4781.590332
	Iteration 48Q: 3 clusters Score -1896124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -1896125.000000 Penalty: 4781.590332
	Iteration 49Q: 3 clusters Score -1896125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1896124.500000 Penalty: 4781.590332
	Iteration 50Q: 3 clusters Score -1896124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -1896124.500000 Penalty: 4781.590332
	Iteration 51F: 3 clusters Score -1896124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -268371.281250 Penalty: 1917.736328
	Iteration 0F: 2 clusters Score -268371.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -265636.468750 Penalty: 3835.472656
	Iteration 0F: 3 clusters Score -265636.5 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -266123.093750 Penalty: 3835.472656
	Iteration 1F: 3 clusters Score -266123.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -266233.687500 Penalty: 3835.472656
	Iteration 2F: 3 clusters Score -266233.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -266286.781250 Penalty: 3835.472656
	Iteration 3Q: 3 clusters Score -266286.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -266319.312500 Penalty: 3835.472656
	Iteration 4Q: 3 clusters Score -266319.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -266340.375000 Penalty: 3835.472656
	Iteration 5Q: 3 clusters Score -266340.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -266359.406250 Penalty: 3835.472656
	Iteration 6Q: 3 clusters Score -266359.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -266369.656250 Penalty: 3835.472656
	Iteration 7Q: 3 clusters Score -266369.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -266376.375000 Penalty: 3835.472656
	Iteration 8Q: 3 clusters Score -266376.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -266385.187500 Penalty: 3835.472656
	Iteration 9Q: 3 clusters Score -266385.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -266390.218750 Penalty: 3835.472656
	Iteration 10Q: 3 clusters Score -266390.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -266396.062500 Penalty: 3835.472656
	Iteration 11Q: 3 clusters Score -266396.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -266400.781250 Penalty: 3835.472656
	Iteration 12Q: 3 clusters Score -266400.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -266410.093750 Penalty: 3835.472656
	Iteration 13Q: 3 clusters Score -266410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -266420.093750 Penalty: 3835.472656
	Iteration 14Q: 3 clusters Score -266420.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -266424.906250 Penalty: 3835.472656
	Iteration 15Q: 3 clusters Score -266424.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -266427.750000 Penalty: 3835.472656
	Iteration 16Q: 3 clusters Score -266427.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -266430.156250 Penalty: 3835.472656
	Iteration 17Q: 3 clusters Score -266430.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -266430.812500 Penalty: 3835.472656
	Iteration 18Q: 3 clusters Score -266430.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -266431.718750 Penalty: 3835.472656
	Iteration 19Q: 3 clusters Score -266431.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -266433.062500 Penalty: 3835.472656
	Iteration 20F: 3 clusters Score -266433.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -266434.593750 Penalty: 3835.472656
	Iteration 21Q: 3 clusters Score -266434.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -266438.093750 Penalty: 3835.472656
	Iteration 22Q: 3 clusters Score -266438.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -266445.000000 Penalty: 3835.472656
	Iteration 23Q: 3 clusters Score -266445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -266451.656250 Penalty: 3835.472656
	Iteration 24Q: 3 clusters Score -266451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -266455.531250 Penalty: 3835.472656
	Iteration 25Q: 3 clusters Score -266455.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -266457.156250 Penalty: 3835.472656
	Iteration 26Q: 3 clusters Score -266457.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -266460.500000 Penalty: 3835.472656
	Iteration 27Q: 3 clusters Score -266460.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -266464.500000 Penalty: 3835.472656
	Iteration 28Q: 3 clusters Score -266464.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -266469.968750 Penalty: 3835.472656
	Iteration 29Q: 3 clusters Score -266470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -266477.406250 Penalty: 3835.472656
	Iteration 30Q: 3 clusters Score -266477.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -266490.281250 Penalty: 3835.472656
	Iteration 31Q: 3 clusters Score -266490.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -266501.937500 Penalty: 3835.472656
	Iteration 32Q: 3 clusters Score -266501.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -266509.218750 Penalty: 3835.472656
	Iteration 33Q: 3 clusters Score -266509.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -266518.875000 Penalty: 3835.472656
	Iteration 34Q: 3 clusters Score -266518.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -266532.718750 Penalty: 3835.472656
	Iteration 35Q: 3 clusters Score -266532.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -266553.531250 Penalty: 3835.472656
	Iteration 36Q: 3 clusters Score -266553.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -266577.687500 Penalty: 3835.472656
	Iteration 37Q: 3 clusters Score -266577.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -266606.062500 Penalty: 3835.472656
	Iteration 38Q: 3 clusters Score -266606.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -266643.343750 Penalty: 3835.472656
	Iteration 39Q: 3 clusters Score -266643.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -266675.750000 Penalty: 3835.472656
	Iteration 40F: 3 clusters Score -266675.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -266707.125000 Penalty: 3835.472656
	Iteration 41Q: 3 clusters Score -266707.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -266734.812500 Penalty: 3835.472656
	Iteration 42Q: 3 clusters Score -266734.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -266754.375000 Penalty: 3835.472656
	Iteration 43Q: 3 clusters Score -266754.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -266767.531250 Penalty: 3835.472656
	Iteration 44Q: 3 clusters Score -266767.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -266776.031250 Penalty: 3835.472656
	Iteration 45Q: 3 clusters Score -266776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -266780.093750 Penalty: 3835.472656
	Iteration 46Q: 3 clusters Score -266780.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -266783.218750 Penalty: 3835.472656
	Iteration 47Q: 3 clusters Score -266783.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -266786.781250 Penalty: 3835.472656
	Iteration 48Q: 3 clusters Score -266786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -266790.281250 Penalty: 3835.472656
	Iteration 49Q: 3 clusters Score -266790.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -266794.187500 Penalty: 3835.472656
	Iteration 50Q: 3 clusters Score -266794.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -266795.187500 Penalty: 3835.472656
	Iteration 51Q: 3 clusters Score -266795.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -266795.781250 Penalty: 3835.472656
	Iteration 52Q: 3 clusters Score -266795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -266799.468750 Penalty: 3835.472656
	Iteration 53Q: 3 clusters Score -266799.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -266799.562500 Penalty: 3835.472656
	Iteration 54Q: 3 clusters Score -266799.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -266799.718750 Penalty: 3835.472656
	Iteration 55Q: 3 clusters Score -266799.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -266800.843750 Penalty: 3835.472656
	Iteration 56Q: 3 clusters Score -266800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -266802.875000 Penalty: 3835.472656
	Iteration 57Q: 3 clusters Score -266802.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -266804.281250 Penalty: 3835.472656
	Iteration 58Q: 3 clusters Score -266804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -266804.281250 Penalty: 3835.472656
	Iteration 59F: 3 clusters Score -266804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172548 members 
Entering Unmasked Estep 
Score: -20735278.000000 Penalty: 2990.490723
	Iteration 0F: 2 clusters Score -2.073528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 86422 members 
Entering Unmasked Estep 
Score: -20623048.000000 Penalty: 5980.981445
	Iteration 0F: 3 clusters Score -2.062305e+07 nChanged 82576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82392 members 
Mstep: Class 2 contains 90156 members 
Entering Unmasked Estep 
Score: -20671936.000000 Penalty: 5980.981445
	Iteration 1F: 3 clusters Score -2.067194e+07 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79742 members 
Mstep: Class 2 contains 92806 members 
Entering Unmasked Estep 
Score: -20673790.000000 Penalty: 5980.981445
	Iteration 2Q: 3 clusters Score -2.067379e+07 nChanged 7178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75722 members 
Mstep: Class 2 contains 96826 members 
Entering Unmasked Estep 
Score: -20676332.000000 Penalty: 5980.981445
	Iteration 3Q: 3 clusters Score -2.067633e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69894 members 
Mstep: Class 2 contains 102654 members 
Entering Unmasked Estep 
Score: -20680276.000000 Penalty: 5980.981445
	Iteration 4Q: 3 clusters Score -2.068028e+07 nChanged 10148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61744 members 
Mstep: Class 2 contains 110804 members 
Entering Unmasked Estep 
Score: -20685812.000000 Penalty: 5980.981445
	Iteration 5F: 3 clusters Score -2.068581e+07 nChanged 11914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 121318 members 
Entering Unmasked Estep 
Score: -20693634.000000 Penalty: 5980.981445
	Iteration 6F: 3 clusters Score -2.069363e+07 nChanged 12403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 133015 members 
Entering Unmasked Estep 
Score: -20703358.000000 Penalty: 5980.981445
	Iteration 7F: 3 clusters Score -2.070336e+07 nChanged 11547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 144244 members 
Entering Unmasked Estep 
Score: -20713464.000000 Penalty: 5980.981445
	Iteration 8F: 3 clusters Score -2.071346e+07 nChanged 9238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 153364 members 
Entering Unmasked Estep 
Score: -20721662.000000 Penalty: 5980.981445
	Iteration 9F: 3 clusters Score -2.072166e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12864 members 
Mstep: Class 2 contains 159684 members 
Entering Unmasked Estep 
Score: -20726218.000000 Penalty: 5980.981445
	Iteration 10Q: 3 clusters Score -2.072622e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -20728864.000000 Penalty: 5980.981445
	Iteration 11Q: 3 clusters Score -2.072886e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 165632 members 
Entering Unmasked Estep 
Score: -20730256.000000 Penalty: 5980.981445
	Iteration 12Q: 3 clusters Score -2.073026e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 167046 members 
Entering Unmasked Estep 
Score: -20730982.000000 Penalty: 5980.981445
	Iteration 13Q: 3 clusters Score -2.073098e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 168005 members 
Entering Unmasked Estep 
Score: -20731510.000000 Penalty: 5980.981445
	Iteration 14Q: 3 clusters Score -2.073151e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 168706 members 
Entering Unmasked Estep 
Score: -20731814.000000 Penalty: 5980.981445
	Iteration 15Q: 3 clusters Score -2.073181e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 169221 members 
Entering Unmasked Estep 
Score: -20732064.000000 Penalty: 5980.981445
	Iteration 16Q: 3 clusters Score -2.073206e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 169628 members 
Entering Unmasked Estep 
Score: -20732242.000000 Penalty: 5980.981445
	Iteration 17Q: 3 clusters Score -2.073224e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 169949 members 
Entering Unmasked Estep 
Score: -20732372.000000 Penalty: 5980.981445
	Iteration 18Q: 3 clusters Score -2.073237e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 170210 members 
Entering Unmasked Estep 
Score: -20732422.000000 Penalty: 5980.981445
	Iteration 19Q: 3 clusters Score -2.073242e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 170400 members 
Entering Unmasked Estep 
Score: -20732476.000000 Penalty: 5980.981445
	Iteration 20F: 3 clusters Score -2.073248e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 170548 members 
Entering Unmasked Estep 
Score: -20732580.000000 Penalty: 5980.981445
	Iteration 21Q: 3 clusters Score -2.073258e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 170671 members 
Entering Unmasked Estep 
Score: -20732630.000000 Penalty: 5980.981445
	Iteration 22Q: 3 clusters Score -2.073263e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 170753 members 
Entering Unmasked Estep 
Score: -20732654.000000 Penalty: 5980.981445
	Iteration 23Q: 3 clusters Score -2.073265e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 170815 members 
Entering Unmasked Estep 
Score: -20732686.000000 Penalty: 5980.981445
	Iteration 24Q: 3 clusters Score -2.073269e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 170877 members 
Entering Unmasked Estep 
Score: -20732710.000000 Penalty: 5980.981445
	Iteration 25Q: 3 clusters Score -2.073271e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 170926 members 
Entering Unmasked Estep 
Score: -20732724.000000 Penalty: 5980.981445
	Iteration 26Q: 3 clusters Score -2.073272e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 170965 members 
Entering Unmasked Estep 
Score: -20732740.000000 Penalty: 5980.981445
	Iteration 27Q: 3 clusters Score -2.073274e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 171001 members 
Entering Unmasked Estep 
Score: -20732770.000000 Penalty: 5980.981445
	Iteration 28Q: 3 clusters Score -2.073277e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 171035 members 
Entering Unmasked Estep 
Score: -20732770.000000 Penalty: 5980.981445
	Iteration 29Q: 3 clusters Score -2.073277e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 171066 members 
Entering Unmasked Estep 
Score: -20732782.000000 Penalty: 5980.981445
	Iteration 30Q: 3 clusters Score -2.073278e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 171085 members 
Entering Unmasked Estep 
Score: -20732796.000000 Penalty: 5980.981445
	Iteration 31Q: 3 clusters Score -2.07328e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 171112 members 
Entering Unmasked Estep 
Score: -20732810.000000 Penalty: 5980.981445
	Iteration 32Q: 3 clusters Score -2.073281e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 171131 members 
Entering Unmasked Estep 
Score: -20732806.000000 Penalty: 5980.981445
	Iteration 33Q: 3 clusters Score -2.073281e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 171157 members 
Entering Unmasked Estep 
Score: -20732818.000000 Penalty: 5980.981445
	Iteration 34Q: 3 clusters Score -2.073282e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 171173 members 
Entering Unmasked Estep 
Score: -20732818.000000 Penalty: 5980.981445
	Iteration 35Q: 3 clusters Score -2.073282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 171186 members 
Entering Unmasked Estep 
Score: -20732830.000000 Penalty: 5980.981445
	Iteration 36Q: 3 clusters Score -2.073283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 171193 members 
Entering Unmasked Estep 
Score: -20732838.000000 Penalty: 5980.981445
	Iteration 37Q: 3 clusters Score -2.073284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 171198 members 
Entering Unmasked Estep 
Score: -20732834.000000 Penalty: 5980.981445
	Iteration 38Q: 3 clusters Score -2.073283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 171203 members 
Entering Unmasked Estep 
Score: -20732846.000000 Penalty: 5980.981445
	Iteration 39Q: 3 clusters Score -2.073285e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 171207 members 
Entering Unmasked Estep 
Score: -20732846.000000 Penalty: 5980.981445
	Iteration 40F: 3 clusters Score -2.073285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 171210 members 
Entering Unmasked Estep 
Score: -20732842.000000 Penalty: 5980.981445
	Iteration 41Q: 3 clusters Score -2.073284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -20732872.000000 Penalty: 5980.981445
	Iteration 42Q: 3 clusters Score -2.073287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -20732858.000000 Penalty: 5980.981445
	Iteration 43Q: 3 clusters Score -2.073286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -20732872.000000 Penalty: 5980.981445
	Iteration 44Q: 3 clusters Score -2.073287e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 171214 members 
Entering Unmasked Estep 
Score: -20732864.000000 Penalty: 5980.981445
	Iteration 45Q: 3 clusters Score -2.073286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -20732864.000000 Penalty: 5980.981445
	Iteration 46Q: 3 clusters Score -2.073286e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 171215 members 
Entering Unmasked Estep 
Score: -20732854.000000 Penalty: 5980.981445
	Iteration 47Q: 3 clusters Score -2.073285e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 171216 members 
Entering Unmasked Estep 
Score: -20732874.000000 Penalty: 5980.981445
	Iteration 48Q: 3 clusters Score -2.073287e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 171217 members 
Entering Unmasked Estep 
Score: -20732864.000000 Penalty: 5980.981445
	Iteration 49Q: 3 clusters Score -2.073286e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 171217 members 
Entering Unmasked Estep 
Score: -20732864.000000 Penalty: 5980.981445
	Iteration 50F: 3 clusters Score -2.073286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Entering Unmasked Estep 
Score: -271619.406250 Penalty: 1933.422485
	Iteration 0F: 2 clusters Score -271619.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -268723.718750 Penalty: 3866.844971
	Iteration 0F: 3 clusters Score -268723.7 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -269286.375000 Penalty: 3866.844971
	Iteration 1F: 3 clusters Score -269286.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -269416.843750 Penalty: 3866.844971
	Iteration 2F: 3 clusters Score -269416.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -269502.500000 Penalty: 3866.844971
	Iteration 3Q: 3 clusters Score -269502.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -269553.656250 Penalty: 3866.844971
	Iteration 4Q: 3 clusters Score -269553.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -269587.687500 Penalty: 3866.844971
	Iteration 5Q: 3 clusters Score -269587.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -269612.437500 Penalty: 3866.844971
	Iteration 6Q: 3 clusters Score -269612.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -269632.156250 Penalty: 3866.844971
	Iteration 7Q: 3 clusters Score -269632.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -269647.562500 Penalty: 3866.844971
	Iteration 8Q: 3 clusters Score -269647.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -269659.281250 Penalty: 3866.844971
	Iteration 9Q: 3 clusters Score -269659.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269667.343750 Penalty: 3866.844971
	Iteration 10Q: 3 clusters Score -269667.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -269673.250000 Penalty: 3866.844971
	Iteration 11Q: 3 clusters Score -269673.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -269675.968750 Penalty: 3866.844971
	Iteration 12Q: 3 clusters Score -269676 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -269678.625000 Penalty: 3866.844971
	Iteration 13Q: 3 clusters Score -269678.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -269680.812500 Penalty: 3866.844971
	Iteration 14Q: 3 clusters Score -269680.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -269682.906250 Penalty: 3866.844971
	Iteration 15Q: 3 clusters Score -269682.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269684.718750 Penalty: 3866.844971
	Iteration 16Q: 3 clusters Score -269684.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269685.562500 Penalty: 3866.844971
	Iteration 17Q: 3 clusters Score -269685.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -269689.906250 Penalty: 3866.844971
	Iteration 18Q: 3 clusters Score -269689.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -269694.093750 Penalty: 3866.844971
	Iteration 19Q: 3 clusters Score -269694.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269701.843750 Penalty: 3866.844971
	Iteration 20F: 3 clusters Score -269701.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -269711.156250 Penalty: 3866.844971
	Iteration 21Q: 3 clusters Score -269711.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -269719.437500 Penalty: 3866.844971
	Iteration 22Q: 3 clusters Score -269719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269726.000000 Penalty: 3866.844971
	Iteration 23Q: 3 clusters Score -269726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -269732.625000 Penalty: 3866.844971
	Iteration 24Q: 3 clusters Score -269732.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -269737.500000 Penalty: 3866.844971
	Iteration 25Q: 3 clusters Score -269737.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -269743.031250 Penalty: 3866.844971
	Iteration 26Q: 3 clusters Score -269743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -269747.437500 Penalty: 3866.844971
	Iteration 27Q: 3 clusters Score -269747.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -269749.531250 Penalty: 3866.844971
	Iteration 28Q: 3 clusters Score -269749.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -269749.781250 Penalty: 3866.844971
	Iteration 29Q: 3 clusters Score -269749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -269749.781250 Penalty: 3866.844971
	Iteration 30F: 3 clusters Score -269749.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150548 members 
Mstep: Class 4 contains 256435 members 
Mstep: Class 5 contains 7917 members 
Mstep: Class 7 contains 19454 members 
Mstep: Class 10 contains 3775 members 
Mstep: Class 12 contains 50011 members 
Mstep: Class 14 contains 15372 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172548 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093616.000000 Penalty: 39986.421875
Iteration 159Q: 13 clusters Score -8.109362e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150587 members 
Mstep: Class 4 contains 256374 members 
Mstep: Class 5 contains 7920 members 
Mstep: Class 7 contains 19455 members 
Mstep: Class 10 contains 3774 members 
Mstep: Class 12 contains 50016 members 
Mstep: Class 14 contains 15372 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172562 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093600.000000 Penalty: 39986.421875
Iteration 160F: 13 clusters Score -8.10936e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150627 members 
Mstep: Class 4 contains 256305 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 7 contains 19459 members 
Mstep: Class 10 contains 3777 members 
Mstep: Class 12 contains 50017 members 
Mstep: Class 14 contains 15377 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172569 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 161Q: 13 clusters Score -8.109345e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150659 members 
Mstep: Class 4 contains 256240 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 7 contains 19458 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 12 contains 50017 members 
Mstep: Class 14 contains 15385 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172592 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 162Q: 13 clusters Score -8.109339e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150704 members 
Mstep: Class 4 contains 256164 members 
Mstep: Class 5 contains 7927 members 
Mstep: Class 7 contains 19462 members 
Mstep: Class 10 contains 3789 members 
Mstep: Class 12 contains 50018 members 
Mstep: Class 14 contains 15396 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172600 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 163Q: 13 clusters Score -8.10934e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150742 members 
Mstep: Class 4 contains 256095 members 
Mstep: Class 5 contains 7924 members 
Mstep: Class 7 contains 19462 members 
Mstep: Class 10 contains 3796 members 
Mstep: Class 12 contains 50020 members 
Mstep: Class 14 contains 15402 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172619 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093288.000000 Penalty: 39986.421875
Iteration 164Q: 13 clusters Score -8.109329e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150795 members 
Mstep: Class 4 contains 256046 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 7 contains 19461 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 12 contains 50022 members 
Mstep: Class 14 contains 15409 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172618 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 165Q: 13 clusters Score -8.109338e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150839 members 
Mstep: Class 4 contains 256008 members 
Mstep: Class 5 contains 7926 members 
Mstep: Class 7 contains 19460 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 12 contains 50022 members 
Mstep: Class 14 contains 15422 members 
Mstep: Class 16 contains 2279 members 
Mstep: Class 21 contains 172602 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 166Q: 13 clusters Score -8.10934e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150880 members 
Mstep: Class 4 contains 255973 members 
Mstep: Class 5 contains 7924 members 
Mstep: Class 7 contains 19462 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 12 contains 50022 members 
Mstep: Class 14 contains 15426 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 172593 members 
Mstep: Class 22 contains 2431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 167Q: 13 clusters Score -8.109338e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150942 members 
Mstep: Class 4 contains 255918 members 
Mstep: Class 5 contains 7919 members 
Mstep: Class 7 contains 19464 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 12 contains 50023 members 
Mstep: Class 14 contains 15432 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 172583 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 168Q: 13 clusters Score -8.109338e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 150994 members 
Mstep: Class 4 contains 255859 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 7 contains 19464 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 12 contains 50023 members 
Mstep: Class 14 contains 15438 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 21 contains 172593 members 
Mstep: Class 22 contains 2432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093424.000000 Penalty: 39986.421875
Iteration 169Q: 13 clusters Score -8.109342e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151030 members 
Mstep: Class 4 contains 255831 members 
Mstep: Class 5 contains 7902 members 
Mstep: Class 7 contains 19468 members 
Mstep: Class 10 contains 3784 members 
Mstep: Class 12 contains 50022 members 
Mstep: Class 14 contains 15439 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 21 contains 172586 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093456.000000 Penalty: 39986.421875
Iteration 170Q: 13 clusters Score -8.109346e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151085 members 
Mstep: Class 4 contains 255779 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 7 contains 19472 members 
Mstep: Class 10 contains 3783 members 
Mstep: Class 12 contains 50030 members 
Mstep: Class 14 contains 15439 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 21 contains 172574 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093520.000000 Penalty: 39986.421875
Iteration 171Q: 13 clusters Score -8.109352e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151149 members 
Mstep: Class 4 contains 255719 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 7 contains 19473 members 
Mstep: Class 10 contains 3780 members 
Mstep: Class 12 contains 50038 members 
Mstep: Class 14 contains 15442 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 21 contains 172572 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 172Q: 13 clusters Score -8.109349e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151201 members 
Mstep: Class 4 contains 255671 members 
Mstep: Class 5 contains 7882 members 
Mstep: Class 7 contains 19472 members 
Mstep: Class 10 contains 3778 members 
Mstep: Class 12 contains 50044 members 
Mstep: Class 14 contains 15446 members 
Mstep: Class 16 contains 2276 members 
Mstep: Class 21 contains 172568 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 173Q: 13 clusters Score -8.109343e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151248 members 
Mstep: Class 4 contains 255616 members 
Mstep: Class 5 contains 7885 members 
Mstep: Class 7 contains 19476 members 
Mstep: Class 10 contains 3782 members 
Mstep: Class 12 contains 50054 members 
Mstep: Class 14 contains 15448 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 172552 members 
Mstep: Class 22 contains 2433 members 
Entering Unmasked Estep 
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Iteration 174Q: 13 clusters Score -8.109337e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151298 members 
Mstep: Class 4 contains 255579 members 
Mstep: Class 5 contains 7888 members 
Mstep: Class 7 contains 19481 members 
Mstep: Class 10 contains 3781 members 
Mstep: Class 12 contains 50065 members 
Mstep: Class 14 contains 15450 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 172518 members 
Mstep: Class 22 contains 2434 members 
Entering Unmasked Estep 
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Iteration 175Q: 13 clusters Score -8.109348e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151340 members 
Mstep: Class 4 contains 255532 members 
Mstep: Class 5 contains 7889 members 
Mstep: Class 7 contains 19486 members 
Mstep: Class 10 contains 3785 members 
Mstep: Class 12 contains 50075 members 
Mstep: Class 14 contains 15451 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 172502 members 
Mstep: Class 22 contains 2434 members 
Entering Unmasked Estep 
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Score: -81093336.000000 Penalty: 39986.421875
Iteration 176Q: 13 clusters Score -8.109334e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151375 members 
Mstep: Class 4 contains 255468 members 
Mstep: Class 5 contains 7894 members 
Mstep: Class 7 contains 19491 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 12 contains 50087 members 
Mstep: Class 14 contains 15453 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 172504 members 
Mstep: Class 22 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093504.000000 Penalty: 39986.421875
Iteration 177Q: 13 clusters Score -8.10935e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151416 members 
Mstep: Class 4 contains 255427 members 
Mstep: Class 5 contains 7897 members 
Mstep: Class 7 contains 19493 members 
Mstep: Class 10 contains 3791 members 
Mstep: Class 12 contains 50098 members 
Mstep: Class 14 contains 15460 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 172477 members 
Mstep: Class 22 contains 2434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 178Q: 13 clusters Score -8.109344e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151479 members 
Mstep: Class 4 contains 255377 members 
Mstep: Class 5 contains 7900 members 
Mstep: Class 7 contains 19495 members 
Mstep: Class 10 contains 3787 members 
Mstep: Class 12 contains 50105 members 
Mstep: Class 14 contains 15468 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 172447 members 
Mstep: Class 22 contains 2435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 179Q: 13 clusters Score -8.109343e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151506 members 
Mstep: Class 4 contains 255330 members 
Mstep: Class 5 contains 7901 members 
Mstep: Class 7 contains 19500 members 
Mstep: Class 10 contains 3790 members 
Mstep: Class 12 contains 50112 members 
Mstep: Class 14 contains 15473 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 172445 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093472.000000 Penalty: 39986.421875
Iteration 180F: 13 clusters Score -8.109347e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151530 members 
Mstep: Class 4 contains 255293 members 
Mstep: Class 5 contains 7903 members 
Mstep: Class 7 contains 19504 members 
Mstep: Class 10 contains 3800 members 
Mstep: Class 12 contains 50120 members 
Mstep: Class 14 contains 15476 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 172432 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093488.000000 Penalty: 39986.421875
Iteration 181Q: 13 clusters Score -8.109349e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151551 members 
Mstep: Class 4 contains 255248 members 
Mstep: Class 5 contains 7909 members 
Mstep: Class 7 contains 19507 members 
Mstep: Class 10 contains 3804 members 
Mstep: Class 12 contains 50127 members 
Mstep: Class 14 contains 15479 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 172433 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093536.000000 Penalty: 39986.421875
Iteration 182Q: 13 clusters Score -8.109354e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151557 members 
Mstep: Class 4 contains 255223 members 
Mstep: Class 5 contains 7911 members 
Mstep: Class 7 contains 19513 members 
Mstep: Class 10 contains 3810 members 
Mstep: Class 12 contains 50128 members 
Mstep: Class 14 contains 15482 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 172434 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093624.000000 Penalty: 39986.421875
Iteration 183Q: 13 clusters Score -8.109362e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151574 members 
Mstep: Class 4 contains 255175 members 
Mstep: Class 5 contains 7916 members 
Mstep: Class 7 contains 19518 members 
Mstep: Class 10 contains 3809 members 
Mstep: Class 12 contains 50137 members 
Mstep: Class 14 contains 15486 members 
Mstep: Class 16 contains 2277 members 
Mstep: Class 21 contains 172443 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093664.000000 Penalty: 39986.421875
Iteration 184Q: 13 clusters Score -8.109366e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151578 members 
Mstep: Class 4 contains 255139 members 
Mstep: Class 5 contains 7925 members 
Mstep: Class 7 contains 19519 members 
Mstep: Class 10 contains 3813 members 
Mstep: Class 12 contains 50145 members 
Mstep: Class 14 contains 15493 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 172445 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093616.000000 Penalty: 39986.421875
Iteration 185Q: 13 clusters Score -8.109362e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151600 members 
Mstep: Class 4 contains 255111 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 7 contains 19520 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 12 contains 50150 members 
Mstep: Class 14 contains 15497 members 
Mstep: Class 16 contains 2278 members 
Mstep: Class 21 contains 172433 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093512.000000 Penalty: 39986.421875
Iteration 186Q: 13 clusters Score -8.109351e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151625 members 
Mstep: Class 4 contains 255088 members 
Mstep: Class 5 contains 7929 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 10 contains 3818 members 
Mstep: Class 12 contains 50157 members 
Mstep: Class 14 contains 15499 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172414 members 
Mstep: Class 22 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093496.000000 Penalty: 39986.421875
Iteration 187Q: 13 clusters Score -8.10935e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151659 members 
Mstep: Class 4 contains 255065 members 
Mstep: Class 5 contains 7930 members 
Mstep: Class 7 contains 19522 members 
Mstep: Class 10 contains 3816 members 
Mstep: Class 12 contains 50157 members 
Mstep: Class 14 contains 15502 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 172399 members 
Mstep: Class 22 contains 2438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 188Q: 13 clusters Score -8.109345e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151671 members 
Mstep: Class 4 contains 255039 members 
Mstep: Class 5 contains 7928 members 
Mstep: Class 7 contains 19522 members 
Mstep: Class 10 contains 3815 members 
Mstep: Class 12 contains 50154 members 
Mstep: Class 14 contains 15505 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172415 members 
Mstep: Class 22 contains 2440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 189Q: 13 clusters Score -8.109341e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151686 members 
Mstep: Class 4 contains 255023 members 
Mstep: Class 5 contains 7938 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 10 contains 3814 members 
Mstep: Class 12 contains 50154 members 
Mstep: Class 14 contains 15509 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172401 members 
Mstep: Class 22 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 190Q: 13 clusters Score -8.10934e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151707 members 
Mstep: Class 4 contains 254989 members 
Mstep: Class 5 contains 7940 members 
Mstep: Class 7 contains 19523 members 
Mstep: Class 10 contains 3817 members 
Mstep: Class 12 contains 50156 members 
Mstep: Class 14 contains 15511 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172405 members 
Mstep: Class 22 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 191Q: 13 clusters Score -8.109341e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151727 members 
Mstep: Class 4 contains 254942 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 7 contains 19525 members 
Mstep: Class 10 contains 3819 members 
Mstep: Class 12 contains 50159 members 
Mstep: Class 14 contains 15519 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172415 members 
Mstep: Class 22 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093536.000000 Penalty: 39986.421875
Iteration 192Q: 13 clusters Score -8.109354e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151762 members 
Mstep: Class 4 contains 254881 members 
Mstep: Class 5 contains 7946 members 
Mstep: Class 7 contains 19528 members 
Mstep: Class 10 contains 3825 members 
Mstep: Class 12 contains 50166 members 
Mstep: Class 14 contains 15530 members 
Mstep: Class 16 contains 2280 members 
Mstep: Class 21 contains 172410 members 
Mstep: Class 22 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093616.000000 Penalty: 39986.421875
Iteration 193Q: 13 clusters Score -8.109362e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151782 members 
Mstep: Class 4 contains 254827 members 
Mstep: Class 5 contains 7941 members 
Mstep: Class 7 contains 19530 members 
Mstep: Class 10 contains 3830 members 
Mstep: Class 12 contains 50171 members 
Mstep: Class 14 contains 15542 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 172423 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093656.000000 Penalty: 39986.421875
Iteration 194Q: 13 clusters Score -8.109366e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151785 members 
Mstep: Class 4 contains 254784 members 
Mstep: Class 5 contains 7942 members 
Mstep: Class 7 contains 19532 members 
Mstep: Class 10 contains 3831 members 
Mstep: Class 12 contains 50179 members 
Mstep: Class 14 contains 15552 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 21 contains 172439 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093592.000000 Penalty: 39986.421875
Iteration 195Q: 13 clusters Score -8.109359e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151790 members 
Mstep: Class 4 contains 254747 members 
Mstep: Class 5 contains 7947 members 
Mstep: Class 7 contains 19535 members 
Mstep: Class 10 contains 3832 members 
Mstep: Class 12 contains 50181 members 
Mstep: Class 14 contains 15561 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172452 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093464.000000 Penalty: 39986.421875
Iteration 196Q: 13 clusters Score -8.109346e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151780 members 
Mstep: Class 4 contains 254715 members 
Mstep: Class 5 contains 7948 members 
Mstep: Class 7 contains 19540 members 
Mstep: Class 10 contains 3839 members 
Mstep: Class 12 contains 50183 members 
Mstep: Class 14 contains 15574 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172466 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093488.000000 Penalty: 39986.421875
Iteration 197Q: 13 clusters Score -8.109349e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151790 members 
Mstep: Class 4 contains 254693 members 
Mstep: Class 5 contains 7950 members 
Mstep: Class 7 contains 19544 members 
Mstep: Class 10 contains 3844 members 
Mstep: Class 12 contains 50184 members 
Mstep: Class 14 contains 15584 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172457 members 
Mstep: Class 22 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093488.000000 Penalty: 39986.421875
Iteration 198Q: 13 clusters Score -8.109349e+07 nChanged 227
Entering ConstructFrom: 
Score: -81093488.000000 Penalty: 39986.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Entering Unmasked Estep 
Score: -375429.562500 Penalty: 2006.875366
	Iteration 0F: 2 clusters Score -375429.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -371983.437500 Penalty: 4013.750732
	Iteration 0F: 3 clusters Score -371983.4 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -372766.125000 Penalty: 4013.750732
	Iteration 1F: 3 clusters Score -372766.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -373030.218750 Penalty: 4013.750732
	Iteration 2F: 3 clusters Score -373030.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -373177.250000 Penalty: 4013.750732
	Iteration 3F: 3 clusters Score -373177.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -373292.156250 Penalty: 4013.750732
	Iteration 4Q: 3 clusters Score -373292.2 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -373379.343750 Penalty: 4013.750732
	Iteration 5Q: 3 clusters Score -373379.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -373451.437500 Penalty: 4013.750732
	Iteration 6Q: 3 clusters Score -373451.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -373514.375000 Penalty: 4013.750732
	Iteration 7Q: 3 clusters Score -373514.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -373571.750000 Penalty: 4013.750732
	Iteration 8Q: 3 clusters Score -373571.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -373612.406250 Penalty: 4013.750732
	Iteration 9Q: 3 clusters Score -373612.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -373646.062500 Penalty: 4013.750732
	Iteration 10Q: 3 clusters Score -373646.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -373672.718750 Penalty: 4013.750732
	Iteration 11Q: 3 clusters Score -373672.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -373705.062500 Penalty: 4013.750732
	Iteration 12Q: 3 clusters Score -373705.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -373733.562500 Penalty: 4013.750732
	Iteration 13Q: 3 clusters Score -373733.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -373754.406250 Penalty: 4013.750732
	Iteration 14Q: 3 clusters Score -373754.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -373775.906250 Penalty: 4013.750732
	Iteration 15Q: 3 clusters Score -373775.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -373798.156250 Penalty: 4013.750732
	Iteration 16Q: 3 clusters Score -373798.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -373811.906250 Penalty: 4013.750732
	Iteration 17Q: 3 clusters Score -373811.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -373825.718750 Penalty: 4013.750732
	Iteration 18Q: 3 clusters Score -373825.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -373837.062500 Penalty: 4013.750732
	Iteration 19Q: 3 clusters Score -373837.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -373846.312500 Penalty: 4013.750732
	Iteration 20F: 3 clusters Score -373846.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -373854.843750 Penalty: 4013.750732
	Iteration 21Q: 3 clusters Score -373854.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -373856.906250 Penalty: 4013.750732
	Iteration 22Q: 3 clusters Score -373856.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -373864.406250 Penalty: 4013.750732
	Iteration 23Q: 3 clusters Score -373864.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -373870.281250 Penalty: 4013.750732
	Iteration 24Q: 3 clusters Score -373870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -373871.375000 Penalty: 4013.750732
	Iteration 25Q: 3 clusters Score -373871.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -373873.750000 Penalty: 4013.750732
	Iteration 26Q: 3 clusters Score -373873.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -373876.156250 Penalty: 4013.750732
	Iteration 27Q: 3 clusters Score -373876.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -373878.343750 Penalty: 4013.750732
	Iteration 28Q: 3 clusters Score -373878.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -373879.750000 Penalty: 4013.750732
	Iteration 29Q: 3 clusters Score -373879.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -373881.437500 Penalty: 4013.750732
	Iteration 30Q: 3 clusters Score -373881.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -373884.000000 Penalty: 4013.750732
	Iteration 31Q: 3 clusters Score -373884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -373887.093750 Penalty: 4013.750732
	Iteration 32Q: 3 clusters Score -373887.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -373890.031250 Penalty: 4013.750732
	Iteration 33Q: 3 clusters Score -373890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -373891.343750 Penalty: 4013.750732
	Iteration 34Q: 3 clusters Score -373891.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -373893.812500 Penalty: 4013.750732
	Iteration 35Q: 3 clusters Score -373893.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -373895.125000 Penalty: 4013.750732
	Iteration 36Q: 3 clusters Score -373895.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -373896.750000 Penalty: 4013.750732
	Iteration 37Q: 3 clusters Score -373896.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -373898.250000 Penalty: 4013.750732
	Iteration 38Q: 3 clusters Score -373898.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -373901.656250 Penalty: 4013.750732
	Iteration 39Q: 3 clusters Score -373901.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -373902.750000 Penalty: 4013.750732
	Iteration 40F: 3 clusters Score -373902.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -373904.593750 Penalty: 4013.750732
	Iteration 41Q: 3 clusters Score -373904.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -373906.843750 Penalty: 4013.750732
	Iteration 42Q: 3 clusters Score -373906.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -373914.125000 Penalty: 4013.750732
	Iteration 43Q: 3 clusters Score -373914.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -373919.562500 Penalty: 4013.750732
	Iteration 44Q: 3 clusters Score -373919.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -373926.812500 Penalty: 4013.750732
	Iteration 45Q: 3 clusters Score -373926.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -373932.875000 Penalty: 4013.750732
	Iteration 46Q: 3 clusters Score -373932.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -373939.906250 Penalty: 4013.750732
	Iteration 47Q: 3 clusters Score -373939.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -373944.093750 Penalty: 4013.750732
	Iteration 48Q: 3 clusters Score -373944.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -373948.156250 Penalty: 4013.750732
	Iteration 49Q: 3 clusters Score -373948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -373950.031250 Penalty: 4013.750732
	Iteration 50Q: 3 clusters Score -373950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -373951.968750 Penalty: 4013.750732
	Iteration 51Q: 3 clusters Score -373952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -373955.125000 Penalty: 4013.750732
	Iteration 52Q: 3 clusters Score -373955.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -373956.187500 Penalty: 4013.750732
	Iteration 53Q: 3 clusters Score -373956.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -373956.343750 Penalty: 4013.750732
	Iteration 54Q: 3 clusters Score -373956.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -373956.343750 Penalty: 4013.750732
	Iteration 55F: 3 clusters Score -373956.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -35119.992188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -35119.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -33858.886719 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -33858.89 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33977.742188 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -33977.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -34004.082031 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -34004.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -34013.335938 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -34013.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34014.390625 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -34014.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -34014.390625 Penalty: 2918.127930
	Iteration 5F: 3 clusters Score -34014.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (151794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151794 members 
Entering Unmasked Estep 
Score: -18409548.000000 Penalty: 2958.709473
	Iteration 0F: 2 clusters Score -1.840955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75712 members 
Mstep: Class 2 contains 76082 members 
Entering Unmasked Estep 
Score: -18308492.000000 Penalty: 5917.418945
	Iteration 0F: 3 clusters Score -1.830849e+07 nChanged 72636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73910 members 
Mstep: Class 2 contains 77884 members 
Entering Unmasked Estep 
Score: -18350202.000000 Penalty: 5917.418945
	Iteration 1F: 3 clusters Score -1.83502e+07 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73285 members 
Mstep: Class 2 contains 78509 members 
Entering Unmasked Estep 
Score: -18351074.000000 Penalty: 5917.418945
	Iteration 2Q: 3 clusters Score -1.835107e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72139 members 
Mstep: Class 2 contains 79655 members 
Entering Unmasked Estep 
Score: -18352194.000000 Penalty: 5917.418945
	Iteration 3Q: 3 clusters Score -1.835219e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70429 members 
Mstep: Class 2 contains 81365 members 
Entering Unmasked Estep 
Score: -18353580.000000 Penalty: 5917.418945
	Iteration 4Q: 3 clusters Score -1.835358e+07 nChanged 5476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67899 members 
Mstep: Class 2 contains 83895 members 
Entering Unmasked Estep 
Score: -18355622.000000 Penalty: 5917.418945
	Iteration 5Q: 3 clusters Score -1.835562e+07 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64299 members 
Mstep: Class 2 contains 87495 members 
Entering Unmasked Estep 
Score: -18358642.000000 Penalty: 5917.418945
	Iteration 6Q: 3 clusters Score -1.835864e+07 nChanged 7147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 92292 members 
Entering Unmasked Estep 
Score: -18362968.000000 Penalty: 5917.418945
	Iteration 7Q: 3 clusters Score -1.836297e+07 nChanged 8159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 98191 members 
Entering Unmasked Estep 
Score: -18368550.000000 Penalty: 5917.418945
	Iteration 8F: 3 clusters Score -1.836855e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47059 members 
Mstep: Class 2 contains 104735 members 
Entering Unmasked Estep 
Score: -18374912.000000 Penalty: 5917.418945
	Iteration 9F: 3 clusters Score -1.837491e+07 nChanged 8585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 110990 members 
Entering Unmasked Estep 
Score: -18381516.000000 Penalty: 5917.418945
	Iteration 10F: 3 clusters Score -1.838152e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 116188 members 
Entering Unmasked Estep 
Score: -18386926.000000 Penalty: 5917.418945
	Iteration 11Q: 3 clusters Score -1.838693e+07 nChanged 6363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 120369 members 
Entering Unmasked Estep 
Score: -18390696.000000 Penalty: 5917.418945
	Iteration 12Q: 3 clusters Score -1.83907e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28058 members 
Mstep: Class 2 contains 123736 members 
Entering Unmasked Estep 
Score: -18393312.000000 Penalty: 5917.418945
	Iteration 13Q: 3 clusters Score -1.839331e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 126605 members 
Entering Unmasked Estep 
Score: -18395084.000000 Penalty: 5917.418945
	Iteration 14Q: 3 clusters Score -1.839508e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22600 members 
Mstep: Class 2 contains 129194 members 
Entering Unmasked Estep 
Score: -18396516.000000 Penalty: 5917.418945
	Iteration 15Q: 3 clusters Score -1.839652e+07 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 131699 members 
Entering Unmasked Estep 
Score: -18397676.000000 Penalty: 5917.418945
	Iteration 16Q: 3 clusters Score -1.839768e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 134064 members 
Entering Unmasked Estep 
Score: -18398842.000000 Penalty: 5917.418945
	Iteration 17Q: 3 clusters Score -1.839884e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 136279 members 
Entering Unmasked Estep 
Score: -18399960.000000 Penalty: 5917.418945
	Iteration 18Q: 3 clusters Score -1.839996e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 138395 members 
Entering Unmasked Estep 
Score: -18401030.000000 Penalty: 5917.418945
	Iteration 19Q: 3 clusters Score -1.840103e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 140344 members 
Entering Unmasked Estep 
Score: -18402024.000000 Penalty: 5917.418945
	Iteration 20F: 3 clusters Score -1.840202e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9722 members 
Mstep: Class 2 contains 142072 members 
Entering Unmasked Estep 
Score: -18402980.000000 Penalty: 5917.418945
	Iteration 21Q: 3 clusters Score -1.840298e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 143595 members 
Entering Unmasked Estep 
Score: -18403734.000000 Penalty: 5917.418945
	Iteration 22Q: 3 clusters Score -1.840373e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 145008 members 
Entering Unmasked Estep 
Score: -18404496.000000 Penalty: 5917.418945
	Iteration 23Q: 3 clusters Score -1.84045e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 146217 members 
Entering Unmasked Estep 
Score: -18405092.000000 Penalty: 5917.418945
	Iteration 24Q: 3 clusters Score -1.840509e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 147231 members 
Entering Unmasked Estep 
Score: -18405524.000000 Penalty: 5917.418945
	Iteration 25Q: 3 clusters Score -1.840552e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 148073 members 
Entering Unmasked Estep 
Score: -18405924.000000 Penalty: 5917.418945
	Iteration 26Q: 3 clusters Score -1.840592e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 148764 members 
Entering Unmasked Estep 
Score: -18406222.000000 Penalty: 5917.418945
	Iteration 27Q: 3 clusters Score -1.840622e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 149286 members 
Entering Unmasked Estep 
Score: -18406462.000000 Penalty: 5917.418945
	Iteration 28Q: 3 clusters Score -1.840646e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 149663 members 
Entering Unmasked Estep 
Score: -18406622.000000 Penalty: 5917.418945
	Iteration 29Q: 3 clusters Score -1.840662e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 149956 members 
Entering Unmasked Estep 
Score: -18406758.000000 Penalty: 5917.418945
	Iteration 30Q: 3 clusters Score -1.840676e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 150183 members 
Entering Unmasked Estep 
Score: -18406862.000000 Penalty: 5917.418945
	Iteration 31Q: 3 clusters Score -1.840686e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 150351 members 
Entering Unmasked Estep 
Score: -18406892.000000 Penalty: 5917.418945
	Iteration 32Q: 3 clusters Score -1.840689e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 150473 members 
Entering Unmasked Estep 
Score: -18406964.000000 Penalty: 5917.418945
	Iteration 33Q: 3 clusters Score -1.840696e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 150574 members 
Entering Unmasked Estep 
Score: -18407002.000000 Penalty: 5917.418945
	Iteration 34Q: 3 clusters Score -1.8407e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 150656 members 
Entering Unmasked Estep 
Score: -18407028.000000 Penalty: 5917.418945
	Iteration 35Q: 3 clusters Score -1.840703e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 150721 members 
Entering Unmasked Estep 
Score: -18407042.000000 Penalty: 5917.418945
	Iteration 36Q: 3 clusters Score -1.840704e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 150766 members 
Entering Unmasked Estep 
Score: -18407058.000000 Penalty: 5917.418945
	Iteration 37Q: 3 clusters Score -1.840706e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 150799 members 
Entering Unmasked Estep 
Score: -18407080.000000 Penalty: 5917.418945
	Iteration 38Q: 3 clusters Score -1.840708e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 150822 members 
Entering Unmasked Estep 
Score: -18407082.000000 Penalty: 5917.418945
	Iteration 39Q: 3 clusters Score -1.840708e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 150857 members 
Entering Unmasked Estep 
Score: -18407086.000000 Penalty: 5917.418945
	Iteration 40F: 3 clusters Score -1.840709e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 150886 members 
Entering Unmasked Estep 
Score: -18407108.000000 Penalty: 5917.418945
	Iteration 41Q: 3 clusters Score -1.840711e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 150904 members 
Entering Unmasked Estep 
Score: -18407122.000000 Penalty: 5917.418945
	Iteration 42Q: 3 clusters Score -1.840712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 150921 members 
Entering Unmasked Estep 
Score: -18407120.000000 Penalty: 5917.418945
	Iteration 43Q: 3 clusters Score -1.840712e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 150932 members 
Entering Unmasked Estep 
Score: -18407136.000000 Penalty: 5917.418945
	Iteration 44Q: 3 clusters Score -1.840714e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 150946 members 
Entering Unmasked Estep 
Score: -18407128.000000 Penalty: 5917.418945
	Iteration 45Q: 3 clusters Score -1.840713e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 150951 members 
Entering Unmasked Estep 
Score: -18407156.000000 Penalty: 5917.418945
	Iteration 46Q: 3 clusters Score -1.840716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 150959 members 
Entering Unmasked Estep 
Score: -18407154.000000 Penalty: 5917.418945
	Iteration 47Q: 3 clusters Score -1.840715e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 150967 members 
Entering Unmasked Estep 
Score: -18407156.000000 Penalty: 5917.418945
	Iteration 48Q: 3 clusters Score -1.840716e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 150976 members 
Entering Unmasked Estep 
Score: -18407152.000000 Penalty: 5917.418945
	Iteration 49Q: 3 clusters Score -1.840715e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 150983 members 
Entering Unmasked Estep 
Score: -18407164.000000 Penalty: 5917.418945
	Iteration 50Q: 3 clusters Score -1.840716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 150985 members 
Entering Unmasked Estep 
Score: -18407162.000000 Penalty: 5917.418945
	Iteration 51Q: 3 clusters Score -1.840716e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 150986 members 
Entering Unmasked Estep 
Score: -18407148.000000 Penalty: 5917.418945
	Iteration 52Q: 3 clusters Score -1.840715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 150986 members 
Entering Unmasked Estep 
Score: -18407148.000000 Penalty: 5917.418945
	Iteration 53F: 3 clusters Score -1.840715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (254665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254665 members 
Entering Unmasked Estep 
Score: -30518314.000000 Penalty: 3087.030762
	Iteration 0F: 2 clusters Score -3.051831e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127361 members 
Mstep: Class 2 contains 127304 members 
Entering Unmasked Estep 
Score: -30353664.000000 Penalty: 6174.061523
	Iteration 0F: 3 clusters Score -3.035366e+07 nChanged 123396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127067 members 
Mstep: Class 2 contains 127598 members 
Entering Unmasked Estep 
Score: -30426222.000000 Penalty: 6174.061523
	Iteration 1F: 3 clusters Score -3.042622e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126943 members 
Mstep: Class 2 contains 127722 members 
Entering Unmasked Estep 
Score: -30427430.000000 Penalty: 6174.061523
	Iteration 2Q: 3 clusters Score -3.042743e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126672 members 
Mstep: Class 2 contains 127993 members 
Entering Unmasked Estep 
Score: -30428532.000000 Penalty: 6174.061523
	Iteration 3Q: 3 clusters Score -3.042853e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126116 members 
Mstep: Class 2 contains 128549 members 
Entering Unmasked Estep 
Score: -30429840.000000 Penalty: 6174.061523
	Iteration 4Q: 3 clusters Score -3.042984e+07 nChanged 6634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125236 members 
Mstep: Class 2 contains 129429 members 
Entering Unmasked Estep 
Score: -30431184.000000 Penalty: 6174.061523
	Iteration 5Q: 3 clusters Score -3.043118e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124038 members 
Mstep: Class 2 contains 130627 members 
Entering Unmasked Estep 
Score: -30433142.000000 Penalty: 6174.061523
	Iteration 6Q: 3 clusters Score -3.043314e+07 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122082 members 
Mstep: Class 2 contains 132583 members 
Entering Unmasked Estep 
Score: -30436046.000000 Penalty: 6174.061523
	Iteration 7Q: 3 clusters Score -3.043605e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119188 members 
Mstep: Class 2 contains 135477 members 
Entering Unmasked Estep 
Score: -30440308.000000 Penalty: 6174.061523
	Iteration 8Q: 3 clusters Score -3.044031e+07 nChanged 12198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115180 members 
Mstep: Class 2 contains 139485 members 
Entering Unmasked Estep 
Score: -30447292.000000 Penalty: 6174.061523
	Iteration 9Q: 3 clusters Score -3.044729e+07 nChanged 14567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110211 members 
Mstep: Class 2 contains 144454 members 
Entering Unmasked Estep 
Score: -30458044.000000 Penalty: 6174.061523
	Iteration 10F: 3 clusters Score -3.045804e+07 nChanged 16344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105453 members 
Mstep: Class 2 contains 149212 members 
Entering Unmasked Estep 
Score: -30470838.000000 Penalty: 6174.061523
	Iteration 11F: 3 clusters Score -3.047084e+07 nChanged 15067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101958 members 
Mstep: Class 2 contains 152707 members 
Entering Unmasked Estep 
Score: -30479924.000000 Penalty: 6174.061523
	Iteration 12F: 3 clusters Score -3.047992e+07 nChanged 10697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99313 members 
Mstep: Class 2 contains 155352 members 
Entering Unmasked Estep 
Score: -30483882.000000 Penalty: 6174.061523
	Iteration 13Q: 3 clusters Score -3.048388e+07 nChanged 6274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97045 members 
Mstep: Class 2 contains 157620 members 
Entering Unmasked Estep 
Score: -30485322.000000 Penalty: 6174.061523
	Iteration 14Q: 3 clusters Score -3.048532e+07 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94816 members 
Mstep: Class 2 contains 159849 members 
Entering Unmasked Estep 
Score: -30485994.000000 Penalty: 6174.061523
	Iteration 15Q: 3 clusters Score -3.048599e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Mstep: Class 2 contains 162019 members 
Entering Unmasked Estep 
Score: -30486626.000000 Penalty: 6174.061523
	Iteration 16Q: 3 clusters Score -3.048663e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90479 members 
Mstep: Class 2 contains 164186 members 
Entering Unmasked Estep 
Score: -30487070.000000 Penalty: 6174.061523
	Iteration 17Q: 3 clusters Score -3.048707e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88283 members 
Mstep: Class 2 contains 166382 members 
Entering Unmasked Estep 
Score: -30487488.000000 Penalty: 6174.061523
	Iteration 18Q: 3 clusters Score -3.048749e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86043 members 
Mstep: Class 2 contains 168622 members 
Entering Unmasked Estep 
Score: -30487900.000000 Penalty: 6174.061523
	Iteration 19Q: 3 clusters Score -3.04879e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83691 members 
Mstep: Class 2 contains 170974 members 
Entering Unmasked Estep 
Score: -30488466.000000 Penalty: 6174.061523
	Iteration 20F: 3 clusters Score -3.048847e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 173406 members 
Entering Unmasked Estep 
Score: -30489042.000000 Penalty: 6174.061523
	Iteration 21Q: 3 clusters Score -3.048904e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78750 members 
Mstep: Class 2 contains 175915 members 
Entering Unmasked Estep 
Score: -30489616.000000 Penalty: 6174.061523
	Iteration 22Q: 3 clusters Score -3.048962e+07 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76230 members 
Mstep: Class 2 contains 178435 members 
Entering Unmasked Estep 
Score: -30490058.000000 Penalty: 6174.061523
	Iteration 23Q: 3 clusters Score -3.049006e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 181059 members 
Entering Unmasked Estep 
Score: -30490628.000000 Penalty: 6174.061523
	Iteration 24Q: 3 clusters Score -3.049063e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70941 members 
Mstep: Class 2 contains 183724 members 
Entering Unmasked Estep 
Score: -30491022.000000 Penalty: 6174.061523
	Iteration 25Q: 3 clusters Score -3.049102e+07 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68273 members 
Mstep: Class 2 contains 186392 members 
Entering Unmasked Estep 
Score: -30491444.000000 Penalty: 6174.061523
	Iteration 26Q: 3 clusters Score -3.049144e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65568 members 
Mstep: Class 2 contains 189097 members 
Entering Unmasked Estep 
Score: -30492034.000000 Penalty: 6174.061523
	Iteration 27Q: 3 clusters Score -3.049203e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62691 members 
Mstep: Class 2 contains 191974 members 
Entering Unmasked Estep 
Score: -30492502.000000 Penalty: 6174.061523
	Iteration 28Q: 3 clusters Score -3.04925e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59790 members 
Mstep: Class 2 contains 194875 members 
Entering Unmasked Estep 
Score: -30493210.000000 Penalty: 6174.061523
	Iteration 29Q: 3 clusters Score -3.049321e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56733 members 
Mstep: Class 2 contains 197932 members 
Entering Unmasked Estep 
Score: -30493922.000000 Penalty: 6174.061523
	Iteration 30Q: 3 clusters Score -3.049392e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53570 members 
Mstep: Class 2 contains 201095 members 
Entering Unmasked Estep 
Score: -30494718.000000 Penalty: 6174.061523
	Iteration 31Q: 3 clusters Score -3.049472e+07 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50306 members 
Mstep: Class 2 contains 204359 members 
Entering Unmasked Estep 
Score: -30495664.000000 Penalty: 6174.061523
	Iteration 32Q: 3 clusters Score -3.049566e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46953 members 
Mstep: Class 2 contains 207712 members 
Entering Unmasked Estep 
Score: -30496442.000000 Penalty: 6174.061523
	Iteration 33Q: 3 clusters Score -3.049644e+07 nChanged 3409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43552 members 
Mstep: Class 2 contains 211113 members 
Entering Unmasked Estep 
Score: -30497278.000000 Penalty: 6174.061523
	Iteration 34Q: 3 clusters Score -3.049728e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 214444 members 
Entering Unmasked Estep 
Score: -30498190.000000 Penalty: 6174.061523
	Iteration 35Q: 3 clusters Score -3.049819e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 217783 members 
Entering Unmasked Estep 
Score: -30499184.000000 Penalty: 6174.061523
	Iteration 36Q: 3 clusters Score -3.049918e+07 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33620 members 
Mstep: Class 2 contains 221045 members 
Entering Unmasked Estep 
Score: -30500242.000000 Penalty: 6174.061523
	Iteration 37Q: 3 clusters Score -3.050024e+07 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 224284 members 
Entering Unmasked Estep 
Score: -30501448.000000 Penalty: 6174.061523
	Iteration 38Q: 3 clusters Score -3.050145e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 227405 members 
Entering Unmasked Estep 
Score: -30502670.000000 Penalty: 6174.061523
	Iteration 39Q: 3 clusters Score -3.050267e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24318 members 
Mstep: Class 2 contains 230347 members 
Entering Unmasked Estep 
Score: -30503998.000000 Penalty: 6174.061523
	Iteration 40F: 3 clusters Score -3.0504e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 233203 members 
Entering Unmasked Estep 
Score: -30505168.000000 Penalty: 6174.061523
	Iteration 41Q: 3 clusters Score -3.050517e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 235856 members 
Entering Unmasked Estep 
Score: -30506490.000000 Penalty: 6174.061523
	Iteration 42Q: 3 clusters Score -3.050649e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 238335 members 
Entering Unmasked Estep 
Score: -30507630.000000 Penalty: 6174.061523
	Iteration 43Q: 3 clusters Score -3.050763e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 240554 members 
Entering Unmasked Estep 
Score: -30508522.000000 Penalty: 6174.061523
	Iteration 44Q: 3 clusters Score -3.050852e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 242529 members 
Entering Unmasked Estep 
Score: -30509516.000000 Penalty: 6174.061523
	Iteration 45Q: 3 clusters Score -3.050952e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 244294 members 
Entering Unmasked Estep 
Score: -30510384.000000 Penalty: 6174.061523
	Iteration 46Q: 3 clusters Score -3.051038e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 245882 members 
Entering Unmasked Estep 
Score: -30511188.000000 Penalty: 6174.061523
	Iteration 47Q: 3 clusters Score -3.051119e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 247209 members 
Entering Unmasked Estep 
Score: -30512054.000000 Penalty: 6174.061523
	Iteration 48Q: 3 clusters Score -3.051205e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 248337 members 
Entering Unmasked Estep 
Score: -30512634.000000 Penalty: 6174.061523
	Iteration 49Q: 3 clusters Score -3.051263e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 249291 members 
Entering Unmasked Estep 
Score: -30513160.000000 Penalty: 6174.061523
	Iteration 50Q: 3 clusters Score -3.051316e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 250092 members 
Entering Unmasked Estep 
Score: -30513748.000000 Penalty: 6174.061523
	Iteration 51Q: 3 clusters Score -3.051375e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 250739 members 
Entering Unmasked Estep 
Score: -30514136.000000 Penalty: 6174.061523
	Iteration 52Q: 3 clusters Score -3.051414e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 251258 members 
Entering Unmasked Estep 
Score: -30514572.000000 Penalty: 6174.061523
	Iteration 53Q: 3 clusters Score -3.051457e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 251662 members 
Entering Unmasked Estep 
Score: -30514786.000000 Penalty: 6174.061523
	Iteration 54Q: 3 clusters Score -3.051479e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 251968 members 
Entering Unmasked Estep 
Score: -30515040.000000 Penalty: 6174.061523
	Iteration 55Q: 3 clusters Score -3.051504e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 252219 members 
Entering Unmasked Estep 
Score: -30515232.000000 Penalty: 6174.061523
	Iteration 56Q: 3 clusters Score -3.051523e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 252427 members 
Entering Unmasked Estep 
Score: -30515374.000000 Penalty: 6174.061523
	Iteration 57Q: 3 clusters Score -3.051537e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 252581 members 
Entering Unmasked Estep 
Score: -30515440.000000 Penalty: 6174.061523
	Iteration 58Q: 3 clusters Score -3.051544e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 252690 members 
Entering Unmasked Estep 
Score: -30515532.000000 Penalty: 6174.061523
	Iteration 59Q: 3 clusters Score -3.051553e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 252791 members 
Entering Unmasked Estep 
Score: -30515548.000000 Penalty: 6174.061523
	Iteration 60F: 3 clusters Score -3.051555e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 252870 members 
Entering Unmasked Estep 
Score: -30515638.000000 Penalty: 6174.061523
	Iteration 61Q: 3 clusters Score -3.051564e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 252939 members 
Entering Unmasked Estep 
Score: -30515728.000000 Penalty: 6174.061523
	Iteration 62Q: 3 clusters Score -3.051573e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 253009 members 
Entering Unmasked Estep 
Score: -30515764.000000 Penalty: 6174.061523
	Iteration 63Q: 3 clusters Score -3.051576e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 253053 members 
Entering Unmasked Estep 
Score: -30515860.000000 Penalty: 6174.061523
	Iteration 64Q: 3 clusters Score -3.051586e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 253080 members 
Entering Unmasked Estep 
Score: -30515880.000000 Penalty: 6174.061523
	Iteration 65Q: 3 clusters Score -3.051588e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 253096 members 
Entering Unmasked Estep 
Score: -30515898.000000 Penalty: 6174.061523
	Iteration 66Q: 3 clusters Score -3.05159e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 253108 members 
Entering Unmasked Estep 
Score: -30515884.000000 Penalty: 6174.061523
	Iteration 67Q: 3 clusters Score -3.051588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 253127 members 
Entering Unmasked Estep 
Score: -30515910.000000 Penalty: 6174.061523
	Iteration 68Q: 3 clusters Score -3.051591e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 253142 members 
Entering Unmasked Estep 
Score: -30515908.000000 Penalty: 6174.061523
	Iteration 69Q: 3 clusters Score -3.051591e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 253157 members 
Entering Unmasked Estep 
Score: -30515906.000000 Penalty: 6174.061523
	Iteration 70Q: 3 clusters Score -3.051591e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 253173 members 
Entering Unmasked Estep 
Score: -30515934.000000 Penalty: 6174.061523
	Iteration 71Q: 3 clusters Score -3.051593e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 253188 members 
Entering Unmasked Estep 
Score: -30515928.000000 Penalty: 6174.061523
	Iteration 72Q: 3 clusters Score -3.051593e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 253198 members 
Entering Unmasked Estep 
Score: -30515934.000000 Penalty: 6174.061523
	Iteration 73Q: 3 clusters Score -3.051593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 253204 members 
Entering Unmasked Estep 
Score: -30515936.000000 Penalty: 6174.061523
	Iteration 74Q: 3 clusters Score -3.051594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 253207 members 
Entering Unmasked Estep 
Score: -30515926.000000 Penalty: 6174.061523
	Iteration 75Q: 3 clusters Score -3.051593e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 253209 members 
Entering Unmasked Estep 
Score: -30515922.000000 Penalty: 6174.061523
	Iteration 76Q: 3 clusters Score -3.051592e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 253217 members 
Entering Unmasked Estep 
Score: -30515950.000000 Penalty: 6174.061523
	Iteration 77Q: 3 clusters Score -3.051595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 253221 members 
Entering Unmasked Estep 
Score: -30515958.000000 Penalty: 6174.061523
	Iteration 78Q: 3 clusters Score -3.051596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 253224 members 
Entering Unmasked Estep 
Score: -30515956.000000 Penalty: 6174.061523
	Iteration 79Q: 3 clusters Score -3.051596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 253227 members 
Entering Unmasked Estep 
Score: -30515956.000000 Penalty: 6174.061523
	Iteration 80F: 3 clusters Score -3.051596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 253228 members 
Entering Unmasked Estep 
Score: -30515948.000000 Penalty: 6174.061523
	Iteration 81Q: 3 clusters Score -3.051595e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 253231 members 
Entering Unmasked Estep 
Score: -30515954.000000 Penalty: 6174.061523
	Iteration 82Q: 3 clusters Score -3.051595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 253232 members 
Entering Unmasked Estep 
Score: -30515946.000000 Penalty: 6174.061523
	Iteration 83Q: 3 clusters Score -3.051595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 253231 members 
Entering Unmasked Estep 
Score: -30515946.000000 Penalty: 6174.061523
	Iteration 84Q: 3 clusters Score -3.051595e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 253232 members 
Entering Unmasked Estep 
Score: -30515948.000000 Penalty: 6174.061523
	Iteration 85Q: 3 clusters Score -3.051595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 253232 members 
Entering Unmasked Estep 
Score: -30515948.000000 Penalty: 6174.061523
	Iteration 86Q: 3 clusters Score -3.051595e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 253232 members 
Entering Unmasked Estep 
Score: -30515958.000000 Penalty: 6174.061523
	Iteration 87Q: 3 clusters Score -3.051596e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 253233 members 
Entering Unmasked Estep 
Score: -30515950.000000 Penalty: 6174.061523
	Iteration 88Q: 3 clusters Score -3.051595e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 253238 members 
Entering Unmasked Estep 
Score: -30515962.000000 Penalty: 6174.061523
	Iteration 89Q: 3 clusters Score -3.051596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 253237 members 
Entering Unmasked Estep 
Score: -30515964.000000 Penalty: 6174.061523
	Iteration 90Q: 3 clusters Score -3.051596e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 253236 members 
Entering Unmasked Estep 
Score: -30515982.000000 Penalty: 6174.061523
	Iteration 91Q: 3 clusters Score -3.051598e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 253236 members 
Entering Unmasked Estep 
Score: -30515982.000000 Penalty: 6174.061523
	Iteration 92F: 3 clusters Score -3.051598e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (7952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Entering Unmasked Estep 
Score: -954385.625000 Penalty: 2227.332275
	Iteration 0F: 2 clusters Score -954385.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -947988.125000 Penalty: 4454.664551
	Iteration 0F: 3 clusters Score -947988.1 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -949642.812500 Penalty: 4454.664551
	Iteration 1F: 3 clusters Score -949642.8 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -949908.250000 Penalty: 4454.664551
	Iteration 2F: 3 clusters Score -949908.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -950106.312500 Penalty: 4454.664551
	Iteration 3F: 3 clusters Score -950106.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -950273.125000 Penalty: 4454.664551
	Iteration 4Q: 3 clusters Score -950273.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -950443.125000 Penalty: 4454.664551
	Iteration 5Q: 3 clusters Score -950443.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -950629.625000 Penalty: 4454.664551
	Iteration 6Q: 3 clusters Score -950629.6 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -950805.875000 Penalty: 4454.664551
	Iteration 7Q: 3 clusters Score -950805.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -950974.937500 Penalty: 4454.664551
	Iteration 8Q: 3 clusters Score -950974.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -951165.562500 Penalty: 4454.664551
	Iteration 9Q: 3 clusters Score -951165.6 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -951316.750000 Penalty: 4454.664551
	Iteration 10Q: 3 clusters Score -951316.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -951455.437500 Penalty: 4454.664551
	Iteration 11Q: 3 clusters Score -951455.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -951595.750000 Penalty: 4454.664551
	Iteration 12Q: 3 clusters Score -951595.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -951718.437500 Penalty: 4454.664551
	Iteration 13Q: 3 clusters Score -951718.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -951824.187500 Penalty: 4454.664551
	Iteration 14Q: 3 clusters Score -951824.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -951933.062500 Penalty: 4454.664551
	Iteration 15Q: 3 clusters Score -951933.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -952017.000000 Penalty: 4454.664551
	Iteration 16Q: 3 clusters Score -952017 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -952096.250000 Penalty: 4454.664551
	Iteration 17Q: 3 clusters Score -952096.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -952163.250000 Penalty: 4454.664551
	Iteration 18Q: 3 clusters Score -952163.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -952208.000000 Penalty: 4454.664551
	Iteration 19Q: 3 clusters Score -952208 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -952252.937500 Penalty: 4454.664551
	Iteration 20F: 3 clusters Score -952252.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -952291.000000 Penalty: 4454.664551
	Iteration 21Q: 3 clusters Score -952291 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -952316.187500 Penalty: 4454.664551
	Iteration 22Q: 3 clusters Score -952316.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -952333.500000 Penalty: 4454.664551
	Iteration 23Q: 3 clusters Score -952333.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -952348.312500 Penalty: 4454.664551
	Iteration 24Q: 3 clusters Score -952348.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -952359.375000 Penalty: 4454.664551
	Iteration 25Q: 3 clusters Score -952359.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -952370.562500 Penalty: 4454.664551
	Iteration 26Q: 3 clusters Score -952370.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -952382.062500 Penalty: 4454.664551
	Iteration 27Q: 3 clusters Score -952382.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -952389.375000 Penalty: 4454.664551
	Iteration 28Q: 3 clusters Score -952389.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -952400.062500 Penalty: 4454.664551
	Iteration 29Q: 3 clusters Score -952400.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -952411.437500 Penalty: 4454.664551
	Iteration 30Q: 3 clusters Score -952411.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -952418.125000 Penalty: 4454.664551
	Iteration 31Q: 3 clusters Score -952418.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -952428.312500 Penalty: 4454.664551
	Iteration 32Q: 3 clusters Score -952428.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -952434.062500 Penalty: 4454.664551
	Iteration 33Q: 3 clusters Score -952434.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -952440.875000 Penalty: 4454.664551
	Iteration 34Q: 3 clusters Score -952440.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -952444.937500 Penalty: 4454.664551
	Iteration 35Q: 3 clusters Score -952444.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -952447.000000 Penalty: 4454.664551
	Iteration 36Q: 3 clusters Score -952447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -952448.937500 Penalty: 4454.664551
	Iteration 37Q: 3 clusters Score -952448.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -952452.000000 Penalty: 4454.664551
	Iteration 38Q: 3 clusters Score -952452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -952454.250000 Penalty: 4454.664551
	Iteration 39Q: 3 clusters Score -952454.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -952454.812500 Penalty: 4454.664551
	Iteration 40F: 3 clusters Score -952454.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -952456.875000 Penalty: 4454.664551
	Iteration 41Q: 3 clusters Score -952456.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -952455.312500 Penalty: 4454.664551
	Iteration 42Q: 3 clusters Score -952455.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -952456.875000 Penalty: 4454.664551
	Iteration 43Q: 3 clusters Score -952456.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -952460.500000 Penalty: 4454.664551
	Iteration 44Q: 3 clusters Score -952460.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -952460.375000 Penalty: 4454.664551
	Iteration 45Q: 3 clusters Score -952460.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -952465.187500 Penalty: 4454.664551
	Iteration 46Q: 3 clusters Score -952465.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -952465.437500 Penalty: 4454.664551
	Iteration 47Q: 3 clusters Score -952465.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -952468.187500 Penalty: 4454.664551
	Iteration 48Q: 3 clusters Score -952468.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -952470.125000 Penalty: 4454.664551
	Iteration 49Q: 3 clusters Score -952470.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -952473.250000 Penalty: 4454.664551
	Iteration 50Q: 3 clusters Score -952473.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -952474.312500 Penalty: 4454.664551
	Iteration 51Q: 3 clusters Score -952474.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -952475.000000 Penalty: 4454.664551
	Iteration 52Q: 3 clusters Score -952475 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -952474.875000 Penalty: 4454.664551
	Iteration 53Q: 3 clusters Score -952474.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -952476.437500 Penalty: 4454.664551
	Iteration 54Q: 3 clusters Score -952476.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -952477.187500 Penalty: 4454.664551
	Iteration 55Q: 3 clusters Score -952477.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -952479.125000 Penalty: 4454.664551
	Iteration 56Q: 3 clusters Score -952479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -952481.125000 Penalty: 4454.664551
	Iteration 57Q: 3 clusters Score -952481.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -952483.062500 Penalty: 4454.664551
	Iteration 58Q: 3 clusters Score -952483.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -952482.187500 Penalty: 4454.664551
	Iteration 59Q: 3 clusters Score -952482.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -952483.250000 Penalty: 4454.664551
	Iteration 60F: 3 clusters Score -952483.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -952484.687500 Penalty: 4454.664551
	Iteration 61Q: 3 clusters Score -952484.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -952483.437500 Penalty: 4454.664551
	Iteration 62Q: 3 clusters Score -952483.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -952483.562500 Penalty: 4454.664551
	Iteration 63Q: 3 clusters Score -952483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -952484.312500 Penalty: 4454.664551
	Iteration 64Q: 3 clusters Score -952484.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -952485.000000 Penalty: 4454.664551
	Iteration 65Q: 3 clusters Score -952485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -952484.687500 Penalty: 4454.664551
	Iteration 66Q: 3 clusters Score -952484.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -952485.500000 Penalty: 4454.664551
	Iteration 67Q: 3 clusters Score -952485.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -952485.500000 Penalty: 4454.664551
	Iteration 68F: 3 clusters Score -952485.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Entering Unmasked Estep 
Score: -2359237.750000 Penalty: 2450.434082
	Iteration 0F: 2 clusters Score -2359238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2345365.500000 Penalty: 4900.868164
	Iteration 0F: 3 clusters Score -2345366 nChanged 8607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -2349952.250000 Penalty: 4900.868164
	Iteration 1F: 3 clusters Score -2349952 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -2350431.000000 Penalty: 4900.868164
	Iteration 2F: 3 clusters Score -2350431 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2350885.250000 Penalty: 4900.868164
	Iteration 3F: 3 clusters Score -2350885 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2351319.500000 Penalty: 4900.868164
	Iteration 4Q: 3 clusters Score -2351320 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2351776.750000 Penalty: 4900.868164
	Iteration 5Q: 3 clusters Score -2351777 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -2352187.500000 Penalty: 4900.868164
	Iteration 6Q: 3 clusters Score -2352188 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -2352547.000000 Penalty: 4900.868164
	Iteration 7Q: 3 clusters Score -2352547 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2352853.500000 Penalty: 4900.868164
	Iteration 8Q: 3 clusters Score -2352854 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2353123.000000 Penalty: 4900.868164
	Iteration 9Q: 3 clusters Score -2353123 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -2353337.000000 Penalty: 4900.868164
	Iteration 10Q: 3 clusters Score -2353337 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -2353570.750000 Penalty: 4900.868164
	Iteration 11Q: 3 clusters Score -2353571 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2353782.500000 Penalty: 4900.868164
	Iteration 12Q: 3 clusters Score -2353782 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2353988.000000 Penalty: 4900.868164
	Iteration 13Q: 3 clusters Score -2353988 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2354170.750000 Penalty: 4900.868164
	Iteration 14Q: 3 clusters Score -2354171 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -2354373.750000 Penalty: 4900.868164
	Iteration 15Q: 3 clusters Score -2354374 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -2354585.750000 Penalty: 4900.868164
	Iteration 16Q: 3 clusters Score -2354586 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -2354807.000000 Penalty: 4900.868164
	Iteration 17Q: 3 clusters Score -2354807 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2355026.000000 Penalty: 4900.868164
	Iteration 18Q: 3 clusters Score -2355026 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -2355222.500000 Penalty: 4900.868164
	Iteration 19Q: 3 clusters Score -2355222 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2355424.750000 Penalty: 4900.868164
	Iteration 20F: 3 clusters Score -2355425 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2355643.250000 Penalty: 4900.868164
	Iteration 21Q: 3 clusters Score -2355643 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -2355852.500000 Penalty: 4900.868164
	Iteration 22Q: 3 clusters Score -2355852 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2356042.250000 Penalty: 4900.868164
	Iteration 23Q: 3 clusters Score -2356042 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2356232.750000 Penalty: 4900.868164
	Iteration 24Q: 3 clusters Score -2356233 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2356404.500000 Penalty: 4900.868164
	Iteration 25Q: 3 clusters Score -2356404 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2356563.500000 Penalty: 4900.868164
	Iteration 26Q: 3 clusters Score -2356564 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2356667.500000 Penalty: 4900.868164
	Iteration 27Q: 3 clusters Score -2356668 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -2356765.000000 Penalty: 4900.868164
	Iteration 28Q: 3 clusters Score -2356765 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2356848.000000 Penalty: 4900.868164
	Iteration 29Q: 3 clusters Score -2356848 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2356914.750000 Penalty: 4900.868164
	Iteration 30Q: 3 clusters Score -2356915 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -2356967.750000 Penalty: 4900.868164
	Iteration 31Q: 3 clusters Score -2356968 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2356999.750000 Penalty: 4900.868164
	Iteration 32Q: 3 clusters Score -2357000 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -2357029.000000 Penalty: 4900.868164
	Iteration 33Q: 3 clusters Score -2357029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2357047.000000 Penalty: 4900.868164
	Iteration 34Q: 3 clusters Score -2357047 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2357058.750000 Penalty: 4900.868164
	Iteration 35Q: 3 clusters Score -2357059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2357070.500000 Penalty: 4900.868164
	Iteration 36Q: 3 clusters Score -2357070 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2357089.250000 Penalty: 4900.868164
	Iteration 37Q: 3 clusters Score -2357089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -2357098.750000 Penalty: 4900.868164
	Iteration 38Q: 3 clusters Score -2357099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -2357101.750000 Penalty: 4900.868164
	Iteration 39Q: 3 clusters Score -2357102 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -2357108.750000 Penalty: 4900.868164
	Iteration 40F: 3 clusters Score -2357109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2357112.750000 Penalty: 4900.868164
	Iteration 41Q: 3 clusters Score -2357113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -2357117.250000 Penalty: 4900.868164
	Iteration 42Q: 3 clusters Score -2357117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2357118.250000 Penalty: 4900.868164
	Iteration 43Q: 3 clusters Score -2357118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2357122.750000 Penalty: 4900.868164
	Iteration 44Q: 3 clusters Score -2357123 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -2357124.500000 Penalty: 4900.868164
	Iteration 45Q: 3 clusters Score -2357124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -2357128.250000 Penalty: 4900.868164
	Iteration 46Q: 3 clusters Score -2357128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2357127.750000 Penalty: 4900.868164
	Iteration 47Q: 3 clusters Score -2357128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2357132.250000 Penalty: 4900.868164
	Iteration 48Q: 3 clusters Score -2357132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2357136.000000 Penalty: 4900.868164
	Iteration 49Q: 3 clusters Score -2357136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -2357136.250000 Penalty: 4900.868164
	Iteration 50Q: 3 clusters Score -2357136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -2357135.000000 Penalty: 4900.868164
	Iteration 51Q: 3 clusters Score -2357135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -2357137.750000 Penalty: 4900.868164
	Iteration 52Q: 3 clusters Score -2357138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2357143.250000 Penalty: 4900.868164
	Iteration 53Q: 3 clusters Score -2357143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2357147.000000 Penalty: 4900.868164
	Iteration 54Q: 3 clusters Score -2357147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2357147.000000 Penalty: 4900.868164
	Iteration 55Q: 3 clusters Score -2357147 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -2357146.000000 Penalty: 4900.868164
	Iteration 56Q: 3 clusters Score -2357146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2357147.250000 Penalty: 4900.868164
	Iteration 57Q: 3 clusters Score -2357147 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2357150.500000 Penalty: 4900.868164
	Iteration 58Q: 3 clusters Score -2357150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2357151.750000 Penalty: 4900.868164
	Iteration 59Q: 3 clusters Score -2357152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2357152.500000 Penalty: 4900.868164
	Iteration 60F: 3 clusters Score -2357152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2357155.000000 Penalty: 4900.868164
	Iteration 61Q: 3 clusters Score -2357155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -2357155.250000 Penalty: 4900.868164
	Iteration 62Q: 3 clusters Score -2357155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2357154.750000 Penalty: 4900.868164
	Iteration 63Q: 3 clusters Score -2357155 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2357154.750000 Penalty: 4900.868164
	Iteration 64F: 3 clusters Score -2357155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Entering Unmasked Estep 
Score: -474635.062500 Penalty: 2047.316650
	Iteration 0F: 2 clusters Score -474635.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -470836.312500 Penalty: 4094.633301
	Iteration 0F: 3 clusters Score -470836.3 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -471647.093750 Penalty: 4094.633301
	Iteration 1F: 3 clusters Score -471647.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -471793.562500 Penalty: 4094.633301
	Iteration 2F: 3 clusters Score -471793.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -471876.468750 Penalty: 4094.633301
	Iteration 3Q: 3 clusters Score -471876.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -471926.968750 Penalty: 4094.633301
	Iteration 4Q: 3 clusters Score -471927 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -471960.000000 Penalty: 4094.633301
	Iteration 5Q: 3 clusters Score -471960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -471983.562500 Penalty: 4094.633301
	Iteration 6Q: 3 clusters Score -471983.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -472006.312500 Penalty: 4094.633301
	Iteration 7Q: 3 clusters Score -472006.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -472023.937500 Penalty: 4094.633301
	Iteration 8Q: 3 clusters Score -472023.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -472039.156250 Penalty: 4094.633301
	Iteration 9Q: 3 clusters Score -472039.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -472051.406250 Penalty: 4094.633301
	Iteration 10Q: 3 clusters Score -472051.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -472063.875000 Penalty: 4094.633301
	Iteration 11Q: 3 clusters Score -472063.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -472072.406250 Penalty: 4094.633301
	Iteration 12Q: 3 clusters Score -472072.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -472079.593750 Penalty: 4094.633301
	Iteration 13Q: 3 clusters Score -472079.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -472083.875000 Penalty: 4094.633301
	Iteration 14Q: 3 clusters Score -472083.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -472088.625000 Penalty: 4094.633301
	Iteration 15Q: 3 clusters Score -472088.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -472091.187500 Penalty: 4094.633301
	Iteration 16Q: 3 clusters Score -472091.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -472092.343750 Penalty: 4094.633301
	Iteration 17Q: 3 clusters Score -472092.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -472095.656250 Penalty: 4094.633301
	Iteration 18Q: 3 clusters Score -472095.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -472097.062500 Penalty: 4094.633301
	Iteration 19Q: 3 clusters Score -472097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -472098.250000 Penalty: 4094.633301
	Iteration 20F: 3 clusters Score -472098.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -472098.968750 Penalty: 4094.633301
	Iteration 21Q: 3 clusters Score -472099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -472101.843750 Penalty: 4094.633301
	Iteration 22Q: 3 clusters Score -472101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -472104.406250 Penalty: 4094.633301
	Iteration 23Q: 3 clusters Score -472104.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -472106.125000 Penalty: 4094.633301
	Iteration 24Q: 3 clusters Score -472106.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -472109.218750 Penalty: 4094.633301
	Iteration 25Q: 3 clusters Score -472109.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -472109.937500 Penalty: 4094.633301
	Iteration 26Q: 3 clusters Score -472109.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -472112.437500 Penalty: 4094.633301
	Iteration 27Q: 3 clusters Score -472112.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -472113.156250 Penalty: 4094.633301
	Iteration 28Q: 3 clusters Score -472113.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -472114.000000 Penalty: 4094.633301
	Iteration 29Q: 3 clusters Score -472114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -472116.812500 Penalty: 4094.633301
	Iteration 30Q: 3 clusters Score -472116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -472117.937500 Penalty: 4094.633301
	Iteration 31Q: 3 clusters Score -472117.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -472120.156250 Penalty: 4094.633301
	Iteration 32Q: 3 clusters Score -472120.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -472123.375000 Penalty: 4094.633301
	Iteration 33Q: 3 clusters Score -472123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -472126.062500 Penalty: 4094.633301
	Iteration 34Q: 3 clusters Score -472126.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -472128.187500 Penalty: 4094.633301
	Iteration 35Q: 3 clusters Score -472128.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -472129.125000 Penalty: 4094.633301
	Iteration 36Q: 3 clusters Score -472129.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -472130.031250 Penalty: 4094.633301
	Iteration 37Q: 3 clusters Score -472130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -472131.593750 Penalty: 4094.633301
	Iteration 38Q: 3 clusters Score -472131.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -472132.750000 Penalty: 4094.633301
	Iteration 39Q: 3 clusters Score -472132.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -472135.906250 Penalty: 4094.633301
	Iteration 40F: 3 clusters Score -472135.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -472138.187500 Penalty: 4094.633301
	Iteration 41Q: 3 clusters Score -472138.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -472140.687500 Penalty: 4094.633301
	Iteration 42Q: 3 clusters Score -472140.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -472143.593750 Penalty: 4094.633301
	Iteration 43Q: 3 clusters Score -472143.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -472146.781250 Penalty: 4094.633301
	Iteration 44Q: 3 clusters Score -472146.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -472147.093750 Penalty: 4094.633301
	Iteration 45Q: 3 clusters Score -472147.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -472147.593750 Penalty: 4094.633301
	Iteration 46Q: 3 clusters Score -472147.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -472147.437500 Penalty: 4094.633301
	Iteration 47Q: 3 clusters Score -472147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -472147.468750 Penalty: 4094.633301
	Iteration 48Q: 3 clusters Score -472147.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -472148.968750 Penalty: 4094.633301
	Iteration 49Q: 3 clusters Score -472149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -472148.812500 Penalty: 4094.633301
	Iteration 50Q: 3 clusters Score -472148.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -472150.031250 Penalty: 4094.633301
	Iteration 51Q: 3 clusters Score -472150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -472150.406250 Penalty: 4094.633301
	Iteration 52Q: 3 clusters Score -472150.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -472152.281250 Penalty: 4094.633301
	Iteration 53Q: 3 clusters Score -472152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -472151.656250 Penalty: 4094.633301
	Iteration 54Q: 3 clusters Score -472151.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -472153.343750 Penalty: 4094.633301
	Iteration 55Q: 3 clusters Score -472153.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -472153.343750 Penalty: 4094.633301
	Iteration 56F: 3 clusters Score -472153.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Entering Unmasked Estep 
Score: -5877205.000000 Penalty: 2684.216064
	Iteration 0F: 2 clusters Score -5877205 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 25077 members 
Entering Unmasked Estep 
Score: -5843363.000000 Penalty: 5368.432129
	Iteration 0F: 3 clusters Score -5843363 nChanged 23337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24686 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -5856261.000000 Penalty: 5368.432129
	Iteration 1F: 3 clusters Score -5856261 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -5856776.000000 Penalty: 5368.432129
	Iteration 2Q: 3 clusters Score -5856776 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5857339.500000 Penalty: 5368.432129
	Iteration 3Q: 3 clusters Score -5857340 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -5857889.000000 Penalty: 5368.432129
	Iteration 4Q: 3 clusters Score -5857889 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 28666 members 
Entering Unmasked Estep 
Score: -5858595.500000 Penalty: 5368.432129
	Iteration 5Q: 3 clusters Score -5858596 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -5859633.000000 Penalty: 5368.432129
	Iteration 6Q: 3 clusters Score -5859633 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -5861065.000000 Penalty: 5368.432129
	Iteration 7F: 3 clusters Score -5861065 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 35404 members 
Entering Unmasked Estep 
Score: -5863080.000000 Penalty: 5368.432129
	Iteration 8F: 3 clusters Score -5863080 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 38576 members 
Entering Unmasked Estep 
Score: -5865606.000000 Penalty: 5368.432129
	Iteration 9F: 3 clusters Score -5865606 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 41707 members 
Entering Unmasked Estep 
Score: -5868096.500000 Penalty: 5368.432129
	Iteration 10F: 3 clusters Score -5868096 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -5870265.500000 Penalty: 5368.432129
	Iteration 11F: 3 clusters Score -5870266 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -5872148.000000 Penalty: 5368.432129
	Iteration 12Q: 3 clusters Score -5872148 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 48068 members 
Entering Unmasked Estep 
Score: -5873690.000000 Penalty: 5368.432129
	Iteration 13Q: 3 clusters Score -5873690 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 48980 members 
Entering Unmasked Estep 
Score: -5874535.500000 Penalty: 5368.432129
	Iteration 14Q: 3 clusters Score -5874536 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 49395 members 
Entering Unmasked Estep 
Score: -5874930.500000 Penalty: 5368.432129
	Iteration 15Q: 3 clusters Score -5874930 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49564 members 
Entering Unmasked Estep 
Score: -5875149.500000 Penalty: 5368.432129
	Iteration 16Q: 3 clusters Score -5875150 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -5875249.000000 Penalty: 5368.432129
	Iteration 17Q: 3 clusters Score -5875249 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 49694 members 
Entering Unmasked Estep 
Score: -5875308.500000 Penalty: 5368.432129
	Iteration 18Q: 3 clusters Score -5875308 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 49721 members 
Entering Unmasked Estep 
Score: -5875348.500000 Penalty: 5368.432129
	Iteration 19Q: 3 clusters Score -5875348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49733 members 
Entering Unmasked Estep 
Score: -5875351.000000 Penalty: 5368.432129
	Iteration 20F: 3 clusters Score -5875351 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 49740 members 
Entering Unmasked Estep 
Score: -5875360.500000 Penalty: 5368.432129
	Iteration 21Q: 3 clusters Score -5875360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 49745 members 
Entering Unmasked Estep 
Score: -5875365.000000 Penalty: 5368.432129
	Iteration 22Q: 3 clusters Score -5875365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 49746 members 
Entering Unmasked Estep 
Score: -5875372.000000 Penalty: 5368.432129
	Iteration 23Q: 3 clusters Score -5875372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 49750 members 
Entering Unmasked Estep 
Score: -5875374.500000 Penalty: 5368.432129
	Iteration 24Q: 3 clusters Score -5875374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 49751 members 
Entering Unmasked Estep 
Score: -5875369.500000 Penalty: 5368.432129
	Iteration 25Q: 3 clusters Score -5875370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -5875377.000000 Penalty: 5368.432129
	Iteration 26Q: 3 clusters Score -5875377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -5875377.000000 Penalty: 5368.432129
	Iteration 27Q: 3 clusters Score -5875377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 49755 members 
Entering Unmasked Estep 
Score: -5875383.500000 Penalty: 5368.432129
	Iteration 28Q: 3 clusters Score -5875384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -5875386.500000 Penalty: 5368.432129
	Iteration 29Q: 3 clusters Score -5875386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 49759 members 
Entering Unmasked Estep 
Score: -5875393.000000 Penalty: 5368.432129
	Iteration 30Q: 3 clusters Score -5875393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 49761 members 
Entering Unmasked Estep 
Score: -5875390.500000 Penalty: 5368.432129
	Iteration 31Q: 3 clusters Score -5875390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -5875389.000000 Penalty: 5368.432129
	Iteration 32Q: 3 clusters Score -5875389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 49763 members 
Entering Unmasked Estep 
Score: -5875390.500000 Penalty: 5368.432129
	Iteration 33Q: 3 clusters Score -5875390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -5875397.500000 Penalty: 5368.432129
	Iteration 34Q: 3 clusters Score -5875398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -5875397.500000 Penalty: 5368.432129
	Iteration 35F: 3 clusters Score -5875398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15593 members 
Entering Unmasked Estep 
Score: -1925005.875000 Penalty: 2394.335205
	Iteration 0F: 2 clusters Score -1925006 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -1913785.750000 Penalty: 4788.670410
	Iteration 0F: 3 clusters Score -1913786 nChanged 6750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1917222.750000 Penalty: 4788.670410
	Iteration 1F: 3 clusters Score -1917223 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1917584.500000 Penalty: 4788.670410
	Iteration 2F: 3 clusters Score -1917584 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1917921.625000 Penalty: 4788.670410
	Iteration 3Q: 3 clusters Score -1917922 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1918258.875000 Penalty: 4788.670410
	Iteration 4Q: 3 clusters Score -1918259 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1918624.375000 Penalty: 4788.670410
	Iteration 5Q: 3 clusters Score -1918624 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1919029.750000 Penalty: 4788.670410
	Iteration 6Q: 3 clusters Score -1919030 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1919552.625000 Penalty: 4788.670410
	Iteration 7F: 3 clusters Score -1919553 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1920220.500000 Penalty: 4788.670410
	Iteration 8F: 3 clusters Score -1920220 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -1920917.000000 Penalty: 4788.670410
	Iteration 9F: 3 clusters Score -1920917 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -1921514.000000 Penalty: 4788.670410
	Iteration 10Q: 3 clusters Score -1921514 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 12495 members 
Entering Unmasked Estep 
Score: -1921928.625000 Penalty: 4788.670410
	Iteration 11Q: 3 clusters Score -1921929 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1922165.625000 Penalty: 4788.670410
	Iteration 12Q: 3 clusters Score -1922166 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -1922284.500000 Penalty: 4788.670410
	Iteration 13Q: 3 clusters Score -1922284 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1922374.625000 Penalty: 4788.670410
	Iteration 14Q: 3 clusters Score -1922375 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -1922435.375000 Penalty: 4788.670410
	Iteration 15Q: 3 clusters Score -1922435 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -1922483.250000 Penalty: 4788.670410
	Iteration 16Q: 3 clusters Score -1922483 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1922519.500000 Penalty: 4788.670410
	Iteration 17Q: 3 clusters Score -1922520 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1922544.125000 Penalty: 4788.670410
	Iteration 18Q: 3 clusters Score -1922544 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1922567.625000 Penalty: 4788.670410
	Iteration 19Q: 3 clusters Score -1922568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -1922599.625000 Penalty: 4788.670410
	Iteration 20F: 3 clusters Score -1922600 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -1922612.875000 Penalty: 4788.670410
	Iteration 21Q: 3 clusters Score -1922613 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1922632.250000 Penalty: 4788.670410
	Iteration 22Q: 3 clusters Score -1922632 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -1922641.000000 Penalty: 4788.670410
	Iteration 23Q: 3 clusters Score -1922641 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -1922648.250000 Penalty: 4788.670410
	Iteration 24Q: 3 clusters Score -1922648 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -1922658.250000 Penalty: 4788.670410
	Iteration 25Q: 3 clusters Score -1922658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -1922659.500000 Penalty: 4788.670410
	Iteration 26Q: 3 clusters Score -1922660 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 13746 members 
Entering Unmasked Estep 
Score: -1922669.750000 Penalty: 4788.670410
	Iteration 27Q: 3 clusters Score -1922670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1922679.625000 Penalty: 4788.670410
	Iteration 28Q: 3 clusters Score -1922680 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -1922684.750000 Penalty: 4788.670410
	Iteration 29Q: 3 clusters Score -1922685 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -1922689.750000 Penalty: 4788.670410
	Iteration 30Q: 3 clusters Score -1922690 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -1922698.250000 Penalty: 4788.670410
	Iteration 31Q: 3 clusters Score -1922698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 13858 members 
Entering Unmasked Estep 
Score: -1922702.250000 Penalty: 4788.670410
	Iteration 32Q: 3 clusters Score -1922702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -1922707.625000 Penalty: 4788.670410
	Iteration 33Q: 3 clusters Score -1922708 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -1922717.625000 Penalty: 4788.670410
	Iteration 34Q: 3 clusters Score -1922718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -1922723.875000 Penalty: 4788.670410
	Iteration 35Q: 3 clusters Score -1922724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -1922722.125000 Penalty: 4788.670410
	Iteration 36Q: 3 clusters Score -1922722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1922727.250000 Penalty: 4788.670410
	Iteration 37Q: 3 clusters Score -1922727 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -1922728.500000 Penalty: 4788.670410
	Iteration 38Q: 3 clusters Score -1922728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -1922731.750000 Penalty: 4788.670410
	Iteration 39Q: 3 clusters Score -1922732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -1922741.875000 Penalty: 4788.670410
	Iteration 40F: 3 clusters Score -1922742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -1922742.125000 Penalty: 4788.670410
	Iteration 41Q: 3 clusters Score -1922742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -1922745.125000 Penalty: 4788.670410
	Iteration 42Q: 3 clusters Score -1922745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -1922745.625000 Penalty: 4788.670410
	Iteration 43Q: 3 clusters Score -1922746 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -1922750.875000 Penalty: 4788.670410
	Iteration 44Q: 3 clusters Score -1922751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -1922756.750000 Penalty: 4788.670410
	Iteration 45Q: 3 clusters Score -1922757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 14050 members 
Entering Unmasked Estep 
Score: -1922760.625000 Penalty: 4788.670410
	Iteration 46Q: 3 clusters Score -1922761 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1922762.000000 Penalty: 4788.670410
	Iteration 47Q: 3 clusters Score -1922762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1922764.375000 Penalty: 4788.670410
	Iteration 48Q: 3 clusters Score -1922764 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -1922768.000000 Penalty: 4788.670410
	Iteration 49Q: 3 clusters Score -1922768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -1922770.250000 Penalty: 4788.670410
	Iteration 50Q: 3 clusters Score -1922770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -1922775.750000 Penalty: 4788.670410
	Iteration 51Q: 3 clusters Score -1922776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1922775.875000 Penalty: 4788.670410
	Iteration 52Q: 3 clusters Score -1922776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -1922780.500000 Penalty: 4788.670410
	Iteration 53Q: 3 clusters Score -1922780 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -1922778.250000 Penalty: 4788.670410
	Iteration 54Q: 3 clusters Score -1922778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -1922779.000000 Penalty: 4788.670410
	Iteration 55Q: 3 clusters Score -1922779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -1922785.625000 Penalty: 4788.670410
	Iteration 56Q: 3 clusters Score -1922786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -1922787.125000 Penalty: 4788.670410
	Iteration 57Q: 3 clusters Score -1922787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1922786.250000 Penalty: 4788.670410
	Iteration 58Q: 3 clusters Score -1922786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -1922786.750000 Penalty: 4788.670410
	Iteration 59Q: 3 clusters Score -1922787 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1922785.375000 Penalty: 4788.670410
	Iteration 60F: 3 clusters Score -1922785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Entering Unmasked Estep 
Score: -268386.312500 Penalty: 1917.736328
	Iteration 0F: 2 clusters Score -268386.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -265587.593750 Penalty: 3835.472656
	Iteration 0F: 3 clusters Score -265587.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -266081.093750 Penalty: 3835.472656
	Iteration 1F: 3 clusters Score -266081.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -266209.000000 Penalty: 3835.472656
	Iteration 2F: 3 clusters Score -266209 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -266284.218750 Penalty: 3835.472656
	Iteration 3Q: 3 clusters Score -266284.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -266338.312500 Penalty: 3835.472656
	Iteration 4Q: 3 clusters Score -266338.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -266381.375000 Penalty: 3835.472656
	Iteration 5Q: 3 clusters Score -266381.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -266409.312500 Penalty: 3835.472656
	Iteration 6Q: 3 clusters Score -266409.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -266427.312500 Penalty: 3835.472656
	Iteration 7Q: 3 clusters Score -266427.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -266438.187500 Penalty: 3835.472656
	Iteration 8Q: 3 clusters Score -266438.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -266447.406250 Penalty: 3835.472656
	Iteration 9Q: 3 clusters Score -266447.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266453.062500 Penalty: 3835.472656
	Iteration 10Q: 3 clusters Score -266453.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -266456.000000 Penalty: 3835.472656
	Iteration 11Q: 3 clusters Score -266456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -266460.343750 Penalty: 3835.472656
	Iteration 12Q: 3 clusters Score -266460.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -266465.375000 Penalty: 3835.472656
	Iteration 13Q: 3 clusters Score -266465.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -266472.937500 Penalty: 3835.472656
	Iteration 14Q: 3 clusters Score -266472.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -266480.187500 Penalty: 3835.472656
	Iteration 15Q: 3 clusters Score -266480.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -266483.937500 Penalty: 3835.472656
	Iteration 16Q: 3 clusters Score -266483.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -266487.531250 Penalty: 3835.472656
	Iteration 17Q: 3 clusters Score -266487.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -266492.406250 Penalty: 3835.472656
	Iteration 18Q: 3 clusters Score -266492.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -266495.281250 Penalty: 3835.472656
	Iteration 19Q: 3 clusters Score -266495.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -266497.281250 Penalty: 3835.472656
	Iteration 20F: 3 clusters Score -266497.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -266498.656250 Penalty: 3835.472656
	Iteration 21Q: 3 clusters Score -266498.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -266499.843750 Penalty: 3835.472656
	Iteration 22Q: 3 clusters Score -266499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -266503.812500 Penalty: 3835.472656
	Iteration 23Q: 3 clusters Score -266503.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -266506.875000 Penalty: 3835.472656
	Iteration 24Q: 3 clusters Score -266506.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -266509.562500 Penalty: 3835.472656
	Iteration 25Q: 3 clusters Score -266509.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -266510.718750 Penalty: 3835.472656
	Iteration 26Q: 3 clusters Score -266510.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -266512.593750 Penalty: 3835.472656
	Iteration 27Q: 3 clusters Score -266512.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -266512.593750 Penalty: 3835.472656
	Iteration 28F: 3 clusters Score -266512.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172459 members 
Entering Unmasked Estep 
Score: -20723952.000000 Penalty: 2990.362793
	Iteration 0F: 2 clusters Score -2.072395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86122 members 
Mstep: Class 2 contains 86337 members 
Entering Unmasked Estep 
Score: -20611626.000000 Penalty: 5980.725586
	Iteration 0F: 3 clusters Score -2.061163e+07 nChanged 82813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84657 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -20660120.000000 Penalty: 5980.725586
	Iteration 1F: 3 clusters Score -2.066012e+07 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83588 members 
Mstep: Class 2 contains 88871 members 
Entering Unmasked Estep 
Score: -20661084.000000 Penalty: 5980.725586
	Iteration 2Q: 3 clusters Score -2.066108e+07 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 90580 members 
Entering Unmasked Estep 
Score: -20662458.000000 Penalty: 5980.725586
	Iteration 3Q: 3 clusters Score -2.066246e+07 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79301 members 
Mstep: Class 2 contains 93158 members 
Entering Unmasked Estep 
Score: -20664450.000000 Penalty: 5980.725586
	Iteration 4Q: 3 clusters Score -2.066445e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 96776 members 
Entering Unmasked Estep 
Score: -20667364.000000 Penalty: 5980.725586
	Iteration 5Q: 3 clusters Score -2.066736e+07 nChanged 7690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70683 members 
Mstep: Class 2 contains 101776 members 
Entering Unmasked Estep 
Score: -20671218.000000 Penalty: 5980.725586
	Iteration 6Q: 3 clusters Score -2.067122e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64356 members 
Mstep: Class 2 contains 108103 members 
Entering Unmasked Estep 
Score: -20676374.000000 Penalty: 5980.725586
	Iteration 7F: 3 clusters Score -2.067637e+07 nChanged 9803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56813 members 
Mstep: Class 2 contains 115646 members 
Entering Unmasked Estep 
Score: -20683008.000000 Penalty: 5980.725586
	Iteration 8F: 3 clusters Score -2.068301e+07 nChanged 10242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48853 members 
Mstep: Class 2 contains 123606 members 
Entering Unmasked Estep 
Score: -20690630.000000 Penalty: 5980.725586
	Iteration 9F: 3 clusters Score -2.069063e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 130990 members 
Entering Unmasked Estep 
Score: -20698128.000000 Penalty: 5980.725586
	Iteration 10F: 3 clusters Score -2.069813e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35354 members 
Mstep: Class 2 contains 137105 members 
Entering Unmasked Estep 
Score: -20703894.000000 Penalty: 5980.725586
	Iteration 11Q: 3 clusters Score -2.070389e+07 nChanged 6289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 141920 members 
Entering Unmasked Estep 
Score: -20707854.000000 Penalty: 5980.725586
	Iteration 12Q: 3 clusters Score -2.070785e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26435 members 
Mstep: Class 2 contains 146024 members 
Entering Unmasked Estep 
Score: -20710694.000000 Penalty: 5980.725586
	Iteration 13Q: 3 clusters Score -2.071069e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 149569 members 
Entering Unmasked Estep 
Score: -20712486.000000 Penalty: 5980.725586
	Iteration 14Q: 3 clusters Score -2.071249e+07 nChanged 3280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 152769 members 
Entering Unmasked Estep 
Score: -20713780.000000 Penalty: 5980.725586
	Iteration 15Q: 3 clusters Score -2.071378e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 155759 members 
Entering Unmasked Estep 
Score: -20714954.000000 Penalty: 5980.725586
	Iteration 16Q: 3 clusters Score -2.071495e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14035 members 
Mstep: Class 2 contains 158424 members 
Entering Unmasked Estep 
Score: -20715850.000000 Penalty: 5980.725586
	Iteration 17Q: 3 clusters Score -2.071585e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 160891 members 
Entering Unmasked Estep 
Score: -20716700.000000 Penalty: 5980.725586
	Iteration 18Q: 3 clusters Score -2.07167e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 162998 members 
Entering Unmasked Estep 
Score: -20717704.000000 Penalty: 5980.725586
	Iteration 19Q: 3 clusters Score -2.07177e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 164767 members 
Entering Unmasked Estep 
Score: -20718528.000000 Penalty: 5980.725586
	Iteration 20F: 3 clusters Score -2.071853e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 166198 members 
Entering Unmasked Estep 
Score: -20719254.000000 Penalty: 5980.725586
	Iteration 21Q: 3 clusters Score -2.071925e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 167314 members 
Entering Unmasked Estep 
Score: -20719762.000000 Penalty: 5980.725586
	Iteration 22Q: 3 clusters Score -2.071976e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 168171 members 
Entering Unmasked Estep 
Score: -20720154.000000 Penalty: 5980.725586
	Iteration 23Q: 3 clusters Score -2.072015e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 168814 members 
Entering Unmasked Estep 
Score: -20720464.000000 Penalty: 5980.725586
	Iteration 24Q: 3 clusters Score -2.072046e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 169306 members 
Entering Unmasked Estep 
Score: -20720738.000000 Penalty: 5980.725586
	Iteration 25Q: 3 clusters Score -2.072074e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 169679 members 
Entering Unmasked Estep 
Score: -20720936.000000 Penalty: 5980.725586
	Iteration 26Q: 3 clusters Score -2.072094e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 169950 members 
Entering Unmasked Estep 
Score: -20721030.000000 Penalty: 5980.725586
	Iteration 27Q: 3 clusters Score -2.072103e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 170166 members 
Entering Unmasked Estep 
Score: -20721126.000000 Penalty: 5980.725586
	Iteration 28Q: 3 clusters Score -2.072113e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 170347 members 
Entering Unmasked Estep 
Score: -20721200.000000 Penalty: 5980.725586
	Iteration 29Q: 3 clusters Score -2.07212e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 170491 members 
Entering Unmasked Estep 
Score: -20721282.000000 Penalty: 5980.725586
	Iteration 30Q: 3 clusters Score -2.072128e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 170614 members 
Entering Unmasked Estep 
Score: -20721284.000000 Penalty: 5980.725586
	Iteration 31Q: 3 clusters Score -2.072128e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 170718 members 
Entering Unmasked Estep 
Score: -20721338.000000 Penalty: 5980.725586
	Iteration 32Q: 3 clusters Score -2.072134e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 170820 members 
Entering Unmasked Estep 
Score: -20721362.000000 Penalty: 5980.725586
	Iteration 33Q: 3 clusters Score -2.072136e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 170894 members 
Entering Unmasked Estep 
Score: -20721414.000000 Penalty: 5980.725586
	Iteration 34Q: 3 clusters Score -2.072141e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 170958 members 
Entering Unmasked Estep 
Score: -20721428.000000 Penalty: 5980.725586
	Iteration 35Q: 3 clusters Score -2.072143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 171004 members 
Entering Unmasked Estep 
Score: -20721438.000000 Penalty: 5980.725586
	Iteration 36Q: 3 clusters Score -2.072144e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 171044 members 
Entering Unmasked Estep 
Score: -20721446.000000 Penalty: 5980.725586
	Iteration 37Q: 3 clusters Score -2.072145e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 171065 members 
Entering Unmasked Estep 
Score: -20721460.000000 Penalty: 5980.725586
	Iteration 38Q: 3 clusters Score -2.072146e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 171088 members 
Entering Unmasked Estep 
Score: -20721472.000000 Penalty: 5980.725586
	Iteration 39Q: 3 clusters Score -2.072147e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 171106 members 
Entering Unmasked Estep 
Score: -20721488.000000 Penalty: 5980.725586
	Iteration 40F: 3 clusters Score -2.072149e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 171117 members 
Entering Unmasked Estep 
Score: -20721520.000000 Penalty: 5980.725586
	Iteration 41Q: 3 clusters Score -2.072152e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 171127 members 
Entering Unmasked Estep 
Score: -20721510.000000 Penalty: 5980.725586
	Iteration 42Q: 3 clusters Score -2.072151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 171134 members 
Entering Unmasked Estep 
Score: -20721508.000000 Penalty: 5980.725586
	Iteration 43Q: 3 clusters Score -2.072151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 171149 members 
Entering Unmasked Estep 
Score: -20721512.000000 Penalty: 5980.725586
	Iteration 44Q: 3 clusters Score -2.072151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 171159 members 
Entering Unmasked Estep 
Score: -20721508.000000 Penalty: 5980.725586
	Iteration 45Q: 3 clusters Score -2.072151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 171166 members 
Entering Unmasked Estep 
Score: -20721530.000000 Penalty: 5980.725586
	Iteration 46Q: 3 clusters Score -2.072153e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 171169 members 
Entering Unmasked Estep 
Score: -20721516.000000 Penalty: 5980.725586
	Iteration 47Q: 3 clusters Score -2.072152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 171176 members 
Entering Unmasked Estep 
Score: -20721514.000000 Penalty: 5980.725586
	Iteration 48Q: 3 clusters Score -2.072151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 171179 members 
Entering Unmasked Estep 
Score: -20721528.000000 Penalty: 5980.725586
	Iteration 49Q: 3 clusters Score -2.072153e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 171183 members 
Entering Unmasked Estep 
Score: -20721510.000000 Penalty: 5980.725586
	Iteration 50Q: 3 clusters Score -2.072151e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 171189 members 
Entering Unmasked Estep 
Score: -20721520.000000 Penalty: 5980.725586
	Iteration 51Q: 3 clusters Score -2.072152e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 171192 members 
Entering Unmasked Estep 
Score: -20721518.000000 Penalty: 5980.725586
	Iteration 52Q: 3 clusters Score -2.072152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 171192 members 
Entering Unmasked Estep 
Score: -20721518.000000 Penalty: 5980.725586
	Iteration 53F: 3 clusters Score -2.072152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Entering Unmasked Estep 
Score: -272756.406250 Penalty: 1934.440430
	Iteration 0F: 2 clusters Score -272756.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -269854.343750 Penalty: 3868.880859
	Iteration 0F: 3 clusters Score -269854.3 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -270404.656250 Penalty: 3868.880859
	Iteration 1F: 3 clusters Score -270404.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -270542.718750 Penalty: 3868.880859
	Iteration 2F: 3 clusters Score -270542.7 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -270647.156250 Penalty: 3868.880859
	Iteration 3Q: 3 clusters Score -270647.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -270723.187500 Penalty: 3868.880859
	Iteration 4Q: 3 clusters Score -270723.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -270778.093750 Penalty: 3868.880859
	Iteration 5Q: 3 clusters Score -270778.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -270829.656250 Penalty: 3868.880859
	Iteration 6Q: 3 clusters Score -270829.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -270871.156250 Penalty: 3868.880859
	Iteration 7Q: 3 clusters Score -270871.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -270893.531250 Penalty: 3868.880859
	Iteration 8Q: 3 clusters Score -270893.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -270916.812500 Penalty: 3868.880859
	Iteration 9Q: 3 clusters Score -270916.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -270931.718750 Penalty: 3868.880859
	Iteration 10Q: 3 clusters Score -270931.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -270945.031250 Penalty: 3868.880859
	Iteration 11Q: 3 clusters Score -270945 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -270957.531250 Penalty: 3868.880859
	Iteration 12Q: 3 clusters Score -270957.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -270965.531250 Penalty: 3868.880859
	Iteration 13Q: 3 clusters Score -270965.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -270972.656250 Penalty: 3868.880859
	Iteration 14Q: 3 clusters Score -270972.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270981.781250 Penalty: 3868.880859
	Iteration 15Q: 3 clusters Score -270981.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -270989.875000 Penalty: 3868.880859
	Iteration 16Q: 3 clusters Score -270989.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -270997.437500 Penalty: 3868.880859
	Iteration 17Q: 3 clusters Score -270997.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -271001.937500 Penalty: 3868.880859
	Iteration 18Q: 3 clusters Score -271001.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -271006.312500 Penalty: 3868.880859
	Iteration 19Q: 3 clusters Score -271006.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -271008.656250 Penalty: 3868.880859
	Iteration 20F: 3 clusters Score -271008.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -271010.593750 Penalty: 3868.880859
	Iteration 21Q: 3 clusters Score -271010.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -271011.093750 Penalty: 3868.880859
	Iteration 22Q: 3 clusters Score -271011.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -271012.312500 Penalty: 3868.880859
	Iteration 23Q: 3 clusters Score -271012.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -271014.062500 Penalty: 3868.880859
	Iteration 24Q: 3 clusters Score -271014.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -271015.250000 Penalty: 3868.880859
	Iteration 25Q: 3 clusters Score -271015.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -271017.062500 Penalty: 3868.880859
	Iteration 26Q: 3 clusters Score -271017.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -271019.218750 Penalty: 3868.880859
	Iteration 27Q: 3 clusters Score -271019.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -271019.625000 Penalty: 3868.880859
	Iteration 28Q: 3 clusters Score -271019.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -271019.625000 Penalty: 3868.880859
	Iteration 29F: 3 clusters Score -271019.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151794 members 
Mstep: Class 4 contains 254665 members 
Mstep: Class 5 contains 7952 members 
Mstep: Class 7 contains 19551 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 12 contains 50184 members 
Mstep: Class 14 contains 15593 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172459 members 
Mstep: Class 22 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093496.000000 Penalty: 39986.421875
Iteration 199Q: 13 clusters Score -8.10935e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151800 members 
Mstep: Class 4 contains 254635 members 
Mstep: Class 5 contains 7959 members 
Mstep: Class 7 contains 19556 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 12 contains 50186 members 
Mstep: Class 14 contains 15602 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172460 members 
Mstep: Class 22 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093512.000000 Penalty: 39986.421875
Iteration 200F: 13 clusters Score -8.109351e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151788 members 
Mstep: Class 4 contains 254607 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 7 contains 19556 members 
Mstep: Class 10 contains 3848 members 
Mstep: Class 12 contains 50189 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172480 members 
Mstep: Class 22 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093552.000000 Penalty: 39986.421875
Iteration 201Q: 13 clusters Score -8.109355e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151784 members 
Mstep: Class 4 contains 254584 members 
Mstep: Class 5 contains 7967 members 
Mstep: Class 7 contains 19559 members 
Mstep: Class 10 contains 3853 members 
Mstep: Class 12 contains 50194 members 
Mstep: Class 14 contains 15617 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172488 members 
Mstep: Class 22 contains 2441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 202Q: 13 clusters Score -8.109344e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151789 members 
Mstep: Class 4 contains 254563 members 
Mstep: Class 5 contains 7967 members 
Mstep: Class 7 contains 19563 members 
Mstep: Class 10 contains 3855 members 
Mstep: Class 12 contains 50196 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172488 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093520.000000 Penalty: 39986.421875
Iteration 203Q: 13 clusters Score -8.109352e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151811 members 
Mstep: Class 4 contains 254533 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 7 contains 19564 members 
Mstep: Class 10 contains 3855 members 
Mstep: Class 12 contains 50204 members 
Mstep: Class 14 contains 15633 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172480 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 204Q: 13 clusters Score -8.109343e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151840 members 
Mstep: Class 4 contains 254490 members 
Mstep: Class 5 contains 7965 members 
Mstep: Class 7 contains 19567 members 
Mstep: Class 10 contains 3861 members 
Mstep: Class 12 contains 50207 members 
Mstep: Class 14 contains 15641 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172474 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093488.000000 Penalty: 39986.421875
Iteration 205Q: 13 clusters Score -8.109349e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151871 members 
Mstep: Class 4 contains 254448 members 
Mstep: Class 5 contains 7966 members 
Mstep: Class 7 contains 19570 members 
Mstep: Class 10 contains 3866 members 
Mstep: Class 12 contains 50211 members 
Mstep: Class 14 contains 15645 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172467 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093424.000000 Penalty: 39986.421875
Iteration 206Q: 13 clusters Score -8.109342e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151903 members 
Mstep: Class 4 contains 254412 members 
Mstep: Class 5 contains 7972 members 
Mstep: Class 7 contains 19574 members 
Mstep: Class 10 contains 3862 members 
Mstep: Class 12 contains 50215 members 
Mstep: Class 14 contains 15653 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172453 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 207Q: 13 clusters Score -8.109339e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151913 members 
Mstep: Class 4 contains 254390 members 
Mstep: Class 5 contains 7977 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 12 contains 50219 members 
Mstep: Class 14 contains 15660 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172440 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093472.000000 Penalty: 39986.421875
Iteration 208Q: 13 clusters Score -8.109347e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151918 members 
Mstep: Class 4 contains 254371 members 
Mstep: Class 5 contains 7986 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 12 contains 50223 members 
Mstep: Class 14 contains 15667 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172425 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 209Q: 13 clusters Score -8.109343e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151935 members 
Mstep: Class 4 contains 254345 members 
Mstep: Class 5 contains 7999 members 
Mstep: Class 7 contains 19575 members 
Mstep: Class 10 contains 3881 members 
Mstep: Class 12 contains 50226 members 
Mstep: Class 14 contains 15676 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172407 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 210Q: 13 clusters Score -8.109345e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151954 members 
Mstep: Class 4 contains 254321 members 
Mstep: Class 5 contains 8016 members 
Mstep: Class 7 contains 19575 members 
Mstep: Class 10 contains 3882 members 
Mstep: Class 12 contains 50229 members 
Mstep: Class 14 contains 15682 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172384 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093504.000000 Penalty: 39986.421875
Iteration 211Q: 13 clusters Score -8.10935e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151976 members 
Mstep: Class 4 contains 254291 members 
Mstep: Class 5 contains 8030 members 
Mstep: Class 7 contains 19576 members 
Mstep: Class 10 contains 3880 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15686 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172372 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093496.000000 Penalty: 39986.421875
Iteration 212Q: 13 clusters Score -8.10935e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 151988 members 
Mstep: Class 4 contains 254283 members 
Mstep: Class 5 contains 8042 members 
Mstep: Class 7 contains 19577 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50231 members 
Mstep: Class 14 contains 15690 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172356 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093464.000000 Penalty: 39986.421875
Iteration 213Q: 13 clusters Score -8.109346e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152003 members 
Mstep: Class 4 contains 254261 members 
Mstep: Class 5 contains 8051 members 
Mstep: Class 7 contains 19578 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50231 members 
Mstep: Class 14 contains 15695 members 
Mstep: Class 16 contains 2281 members 
Mstep: Class 21 contains 172349 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093456.000000 Penalty: 39986.421875
Iteration 214Q: 13 clusters Score -8.109346e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152007 members 
Mstep: Class 4 contains 254240 members 
Mstep: Class 5 contains 8064 members 
Mstep: Class 7 contains 19579 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15694 members 
Mstep: Class 16 contains 2282 members 
Mstep: Class 21 contains 172351 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093464.000000 Penalty: 39986.421875
Iteration 215Q: 13 clusters Score -8.109346e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152012 members 
Mstep: Class 4 contains 254233 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 7 contains 19582 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15692 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 21 contains 172349 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093456.000000 Penalty: 39986.421875
Iteration 216Q: 13 clusters Score -8.109346e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152017 members 
Mstep: Class 4 contains 254224 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 7 contains 19582 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50231 members 
Mstep: Class 14 contains 15690 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172352 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 217Q: 13 clusters Score -8.109344e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152044 members 
Mstep: Class 4 contains 254203 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 7 contains 19584 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 12 contains 50231 members 
Mstep: Class 14 contains 15690 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172344 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 218Q: 13 clusters Score -8.109338e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152051 members 
Mstep: Class 4 contains 254192 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 7 contains 19583 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 12 contains 50229 members 
Mstep: Class 14 contains 15693 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172345 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 219Q: 13 clusters Score -8.109339e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152062 members 
Mstep: Class 4 contains 254176 members 
Mstep: Class 5 contains 8069 members 
Mstep: Class 7 contains 19582 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50228 members 
Mstep: Class 14 contains 15696 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172347 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 220F: 13 clusters Score -8.109338e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152073 members 
Mstep: Class 4 contains 254170 members 
Mstep: Class 5 contains 8067 members 
Mstep: Class 7 contains 19583 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50224 members 
Mstep: Class 14 contains 15696 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172349 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093328.000000 Penalty: 39986.421875
Iteration 221Q: 13 clusters Score -8.109333e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152071 members 
Mstep: Class 4 contains 254167 members 
Mstep: Class 5 contains 8068 members 
Mstep: Class 7 contains 19585 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 12 contains 50224 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172347 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 222Q: 13 clusters Score -8.109338e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152079 members 
Mstep: Class 4 contains 254161 members 
Mstep: Class 5 contains 8073 members 
Mstep: Class 7 contains 19587 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50225 members 
Mstep: Class 14 contains 15700 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172339 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093344.000000 Penalty: 39986.421875
Iteration 223Q: 13 clusters Score -8.109334e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152088 members 
Mstep: Class 4 contains 254143 members 
Mstep: Class 5 contains 8077 members 
Mstep: Class 7 contains 19588 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 12 contains 50226 members 
Mstep: Class 14 contains 15701 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172342 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 224Q: 13 clusters Score -8.109337e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152087 members 
Mstep: Class 4 contains 254128 members 
Mstep: Class 5 contains 8087 members 
Mstep: Class 7 contains 19588 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50228 members 
Mstep: Class 14 contains 15702 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172344 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093344.000000 Penalty: 39986.421875
Iteration 225Q: 13 clusters Score -8.109334e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152083 members 
Mstep: Class 4 contains 254120 members 
Mstep: Class 5 contains 8094 members 
Mstep: Class 7 contains 19589 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50228 members 
Mstep: Class 14 contains 15703 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172347 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 226Q: 13 clusters Score -8.109338e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152082 members 
Mstep: Class 4 contains 254113 members 
Mstep: Class 5 contains 8099 members 
Mstep: Class 7 contains 19590 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50227 members 
Mstep: Class 14 contains 15704 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172350 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 227Q: 13 clusters Score -8.109345e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152079 members 
Mstep: Class 4 contains 254106 members 
Mstep: Class 5 contains 8105 members 
Mstep: Class 7 contains 19590 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50227 members 
Mstep: Class 14 contains 15703 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172354 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 228Q: 13 clusters Score -8.109344e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152071 members 
Mstep: Class 4 contains 254099 members 
Mstep: Class 5 contains 8107 members 
Mstep: Class 7 contains 19591 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50228 members 
Mstep: Class 14 contains 15704 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172364 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 229Q: 13 clusters Score -8.109344e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 254087 members 
Mstep: Class 5 contains 8112 members 
Mstep: Class 7 contains 19591 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 12 contains 50228 members 
Mstep: Class 14 contains 15705 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172367 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093488.000000 Penalty: 39986.421875
Iteration 230Q: 13 clusters Score -8.109349e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152081 members 
Mstep: Class 4 contains 254084 members 
Mstep: Class 5 contains 8116 members 
Mstep: Class 7 contains 19591 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 12 contains 50230 members 
Mstep: Class 14 contains 15706 members 
Mstep: Class 16 contains 2283 members 
Mstep: Class 21 contains 172358 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 231Q: 13 clusters Score -8.109345e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152093 members 
Mstep: Class 4 contains 254082 members 
Mstep: Class 5 contains 8122 members 
Mstep: Class 7 contains 19591 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 12 contains 50230 members 
Mstep: Class 14 contains 15707 members 
Mstep: Class 16 contains 2284 members 
Mstep: Class 21 contains 172340 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093472.000000 Penalty: 39986.421875
Iteration 232Q: 13 clusters Score -8.109347e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152098 members 
Mstep: Class 4 contains 254081 members 
Mstep: Class 5 contains 8129 members 
Mstep: Class 7 contains 19591 members 
Mstep: Class 10 contains 3868 members 
Mstep: Class 12 contains 50230 members 
Mstep: Class 14 contains 15708 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172329 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 233Q: 13 clusters Score -8.109345e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152100 members 
Mstep: Class 4 contains 254074 members 
Mstep: Class 5 contains 8137 members 
Mstep: Class 7 contains 19592 members 
Mstep: Class 10 contains 3867 members 
Mstep: Class 12 contains 50230 members 
Mstep: Class 14 contains 15708 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 234Q: 13 clusters Score -8.109339e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152110 members 
Mstep: Class 4 contains 254058 members 
Mstep: Class 5 contains 8149 members 
Mstep: Class 7 contains 19592 members 
Mstep: Class 10 contains 3867 members 
Mstep: Class 12 contains 50229 members 
Mstep: Class 14 contains 15710 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 172318 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 235Q: 13 clusters Score -8.10934e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152102 members 
Mstep: Class 4 contains 254057 members 
Mstep: Class 5 contains 8157 members 
Mstep: Class 7 contains 19592 members 
Mstep: Class 10 contains 3867 members 
Mstep: Class 12 contains 50228 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172320 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093288.000000 Penalty: 39986.421875
Iteration 236Q: 13 clusters Score -8.109329e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152106 members 
Mstep: Class 4 contains 254047 members 
Mstep: Class 5 contains 8162 members 
Mstep: Class 7 contains 19592 members 
Mstep: Class 10 contains 3867 members 
Mstep: Class 12 contains 50227 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172324 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093344.000000 Penalty: 39986.421875
Iteration 237Q: 13 clusters Score -8.109334e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152123 members 
Mstep: Class 4 contains 254038 members 
Mstep: Class 5 contains 8165 members 
Mstep: Class 7 contains 19593 members 
Mstep: Class 10 contains 3867 members 
Mstep: Class 12 contains 50229 members 
Mstep: Class 14 contains 15710 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172309 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093344.000000 Penalty: 39986.421875
Iteration 238Q: 13 clusters Score -8.109334e+07 nChanged 79
Entering ConstructFrom: 
Score: -81093344.000000 Penalty: 39986.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -376352.562500 Penalty: 2007.481567
	Iteration 0F: 2 clusters Score -376352.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -372878.687500 Penalty: 4014.963135
	Iteration 0F: 3 clusters Score -372878.7 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -373600.781250 Penalty: 4014.963135
	Iteration 1F: 3 clusters Score -373600.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -373774.812500 Penalty: 4014.963135
	Iteration 2F: 3 clusters Score -373774.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -373883.437500 Penalty: 4014.963135
	Iteration 3Q: 3 clusters Score -373883.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -373992.000000 Penalty: 4014.963135
	Iteration 4Q: 3 clusters Score -373992 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -374082.906250 Penalty: 4014.963135
	Iteration 5Q: 3 clusters Score -374082.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -374156.031250 Penalty: 4014.963135
	Iteration 6Q: 3 clusters Score -374156 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -374220.500000 Penalty: 4014.963135
	Iteration 7Q: 3 clusters Score -374220.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -374276.218750 Penalty: 4014.963135
	Iteration 8Q: 3 clusters Score -374276.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -374336.093750 Penalty: 4014.963135
	Iteration 9Q: 3 clusters Score -374336.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -374377.500000 Penalty: 4014.963135
	Iteration 10Q: 3 clusters Score -374377.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -374413.968750 Penalty: 4014.963135
	Iteration 11Q: 3 clusters Score -374414 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -374443.750000 Penalty: 4014.963135
	Iteration 12Q: 3 clusters Score -374443.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -374466.250000 Penalty: 4014.963135
	Iteration 13Q: 3 clusters Score -374466.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -374482.000000 Penalty: 4014.963135
	Iteration 14Q: 3 clusters Score -374482 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -374497.937500 Penalty: 4014.963135
	Iteration 15Q: 3 clusters Score -374497.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -374513.468750 Penalty: 4014.963135
	Iteration 16Q: 3 clusters Score -374513.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -374528.843750 Penalty: 4014.963135
	Iteration 17Q: 3 clusters Score -374528.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -374542.875000 Penalty: 4014.963135
	Iteration 18Q: 3 clusters Score -374542.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -374555.687500 Penalty: 4014.963135
	Iteration 19Q: 3 clusters Score -374555.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -374568.687500 Penalty: 4014.963135
	Iteration 20F: 3 clusters Score -374568.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -374584.406250 Penalty: 4014.963135
	Iteration 21Q: 3 clusters Score -374584.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -374593.781250 Penalty: 4014.963135
	Iteration 22Q: 3 clusters Score -374593.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -374598.937500 Penalty: 4014.963135
	Iteration 23Q: 3 clusters Score -374598.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -374604.656250 Penalty: 4014.963135
	Iteration 24Q: 3 clusters Score -374604.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -374611.437500 Penalty: 4014.963135
	Iteration 25Q: 3 clusters Score -374611.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -374617.750000 Penalty: 4014.963135
	Iteration 26Q: 3 clusters Score -374617.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -374624.250000 Penalty: 4014.963135
	Iteration 27Q: 3 clusters Score -374624.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -374627.937500 Penalty: 4014.963135
	Iteration 28Q: 3 clusters Score -374627.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -374630.781250 Penalty: 4014.963135
	Iteration 29Q: 3 clusters Score -374630.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -374633.656250 Penalty: 4014.963135
	Iteration 30Q: 3 clusters Score -374633.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -374638.531250 Penalty: 4014.963135
	Iteration 31Q: 3 clusters Score -374638.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -374643.062500 Penalty: 4014.963135
	Iteration 32Q: 3 clusters Score -374643.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -374646.312500 Penalty: 4014.963135
	Iteration 33Q: 3 clusters Score -374646.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -374651.437500 Penalty: 4014.963135
	Iteration 34Q: 3 clusters Score -374651.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -374654.031250 Penalty: 4014.963135
	Iteration 35Q: 3 clusters Score -374654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -374657.718750 Penalty: 4014.963135
	Iteration 36Q: 3 clusters Score -374657.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -374661.093750 Penalty: 4014.963135
	Iteration 37Q: 3 clusters Score -374661.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -374665.250000 Penalty: 4014.963135
	Iteration 38Q: 3 clusters Score -374665.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -374666.562500 Penalty: 4014.963135
	Iteration 39Q: 3 clusters Score -374666.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -374666.656250 Penalty: 4014.963135
	Iteration 40F: 3 clusters Score -374666.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -374666.750000 Penalty: 4014.963135
	Iteration 41Q: 3 clusters Score -374666.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -374666.750000 Penalty: 4014.963135
	Iteration 42F: 3 clusters Score -374666.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -35119.992188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -35119.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -33823.691406 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -33823.69 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -34000.058594 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -34000.06 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34044.218750 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -34044.22 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34059.785156 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -34059.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -34059.785156 Penalty: 2918.127930
	Iteration 4F: 3 clusters Score -34059.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152135 members 
Entering Unmasked Estep 
Score: -18450908.000000 Penalty: 2959.265869
	Iteration 0F: 2 clusters Score -1.845091e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76100 members 
Mstep: Class 2 contains 76035 members 
Entering Unmasked Estep 
Score: -18349696.000000 Penalty: 5918.531738
	Iteration 0F: 3 clusters Score -1.83497e+07 nChanged 72648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77036 members 
Mstep: Class 2 contains 75099 members 
Entering Unmasked Estep 
Score: -18391722.000000 Penalty: 5918.531738
	Iteration 1F: 3 clusters Score -1.839172e+07 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77724 members 
Mstep: Class 2 contains 74411 members 
Entering Unmasked Estep 
Score: -18392572.000000 Penalty: 5918.531738
	Iteration 2Q: 3 clusters Score -1.839257e+07 nChanged 4655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78833 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -18393866.000000 Penalty: 5918.531738
	Iteration 3Q: 3 clusters Score -1.839387e+07 nChanged 5068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80427 members 
Mstep: Class 2 contains 71708 members 
Entering Unmasked Estep 
Score: -18395394.000000 Penalty: 5918.531738
	Iteration 4Q: 3 clusters Score -1.839539e+07 nChanged 6217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83190 members 
Mstep: Class 2 contains 68945 members 
Entering Unmasked Estep 
Score: -18397802.000000 Penalty: 5918.531738
	Iteration 5Q: 3 clusters Score -1.83978e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87301 members 
Mstep: Class 2 contains 64834 members 
Entering Unmasked Estep 
Score: -18401874.000000 Penalty: 5918.531738
	Iteration 6F: 3 clusters Score -1.840187e+07 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93152 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -18408436.000000 Penalty: 5918.531738
	Iteration 7F: 3 clusters Score -1.840844e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100272 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -18418322.000000 Penalty: 5918.531738
	Iteration 8F: 3 clusters Score -1.841832e+07 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106378 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -18428376.000000 Penalty: 5918.531738
	Iteration 9F: 3 clusters Score -1.842838e+07 nChanged 8126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110144 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -18433832.000000 Penalty: 5918.531738
	Iteration 10F: 3 clusters Score -1.843383e+07 nChanged 4804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112688 members 
Mstep: Class 2 contains 39447 members 
Entering Unmasked Estep 
Score: -18436086.000000 Penalty: 5918.531738
	Iteration 11Q: 3 clusters Score -1.843609e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114881 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -18437240.000000 Penalty: 5918.531738
	Iteration 12Q: 3 clusters Score -1.843724e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116928 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -18438148.000000 Penalty: 5918.531738
	Iteration 13Q: 3 clusters Score -1.843815e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118833 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -18438844.000000 Penalty: 5918.531738
	Iteration 14Q: 3 clusters Score -1.843884e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120635 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -18439640.000000 Penalty: 5918.531738
	Iteration 15Q: 3 clusters Score -1.843964e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122360 members 
Mstep: Class 2 contains 29775 members 
Entering Unmasked Estep 
Score: -18440326.000000 Penalty: 5918.531738
	Iteration 16Q: 3 clusters Score -1.844033e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124052 members 
Mstep: Class 2 contains 28083 members 
Entering Unmasked Estep 
Score: -18441068.000000 Penalty: 5918.531738
	Iteration 17Q: 3 clusters Score -1.844107e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125703 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -18441802.000000 Penalty: 5918.531738
	Iteration 18Q: 3 clusters Score -1.84418e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127184 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -18442446.000000 Penalty: 5918.531738
	Iteration 19Q: 3 clusters Score -1.844245e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128648 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -18443070.000000 Penalty: 5918.531738
	Iteration 20F: 3 clusters Score -1.844307e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129966 members 
Mstep: Class 2 contains 22169 members 
Entering Unmasked Estep 
Score: -18443702.000000 Penalty: 5918.531738
	Iteration 21Q: 3 clusters Score -1.84437e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131166 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -18444116.000000 Penalty: 5918.531738
	Iteration 22Q: 3 clusters Score -1.844412e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132317 members 
Mstep: Class 2 contains 19818 members 
Entering Unmasked Estep 
Score: -18444504.000000 Penalty: 5918.531738
	Iteration 23Q: 3 clusters Score -1.84445e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133383 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -18444910.000000 Penalty: 5918.531738
	Iteration 24Q: 3 clusters Score -1.844491e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134405 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -18445310.000000 Penalty: 5918.531738
	Iteration 25Q: 3 clusters Score -1.844531e+07 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135369 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -18445718.000000 Penalty: 5918.531738
	Iteration 26Q: 3 clusters Score -1.844572e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136264 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -18446040.000000 Penalty: 5918.531738
	Iteration 27Q: 3 clusters Score -1.844604e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137098 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -18446262.000000 Penalty: 5918.531738
	Iteration 28Q: 3 clusters Score -1.844626e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137906 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -18446478.000000 Penalty: 5918.531738
	Iteration 29Q: 3 clusters Score -1.844648e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138661 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -18446704.000000 Penalty: 5918.531738
	Iteration 30Q: 3 clusters Score -1.84467e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139356 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -18446900.000000 Penalty: 5918.531738
	Iteration 31Q: 3 clusters Score -1.84469e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140023 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -18447048.000000 Penalty: 5918.531738
	Iteration 32Q: 3 clusters Score -1.844705e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140622 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -18447192.000000 Penalty: 5918.531738
	Iteration 33Q: 3 clusters Score -1.844719e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141181 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -18447358.000000 Penalty: 5918.531738
	Iteration 34Q: 3 clusters Score -1.844736e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141715 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -18447458.000000 Penalty: 5918.531738
	Iteration 35Q: 3 clusters Score -1.844746e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142205 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -18447556.000000 Penalty: 5918.531738
	Iteration 36Q: 3 clusters Score -1.844756e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142694 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -18447648.000000 Penalty: 5918.531738
	Iteration 37Q: 3 clusters Score -1.844765e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143156 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -18447854.000000 Penalty: 5918.531738
	Iteration 38Q: 3 clusters Score -1.844785e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143587 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -18447910.000000 Penalty: 5918.531738
	Iteration 39Q: 3 clusters Score -1.844791e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143995 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -18448024.000000 Penalty: 5918.531738
	Iteration 40F: 3 clusters Score -1.844802e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144362 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -18448136.000000 Penalty: 5918.531738
	Iteration 41Q: 3 clusters Score -1.844814e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144706 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -18448210.000000 Penalty: 5918.531738
	Iteration 42Q: 3 clusters Score -1.844821e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145009 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -18448228.000000 Penalty: 5918.531738
	Iteration 43Q: 3 clusters Score -1.844823e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145285 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -18448294.000000 Penalty: 5918.531738
	Iteration 44Q: 3 clusters Score -1.844829e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145534 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -18448324.000000 Penalty: 5918.531738
	Iteration 45Q: 3 clusters Score -1.844832e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145766 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -18448410.000000 Penalty: 5918.531738
	Iteration 46Q: 3 clusters Score -1.844841e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145987 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -18448466.000000 Penalty: 5918.531738
	Iteration 47Q: 3 clusters Score -1.844847e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146209 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -18448506.000000 Penalty: 5918.531738
	Iteration 48Q: 3 clusters Score -1.844851e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146408 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -18448572.000000 Penalty: 5918.531738
	Iteration 49Q: 3 clusters Score -1.844857e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146601 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -18448608.000000 Penalty: 5918.531738
	Iteration 50Q: 3 clusters Score -1.844861e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146785 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -18448616.000000 Penalty: 5918.531738
	Iteration 51Q: 3 clusters Score -1.844862e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146939 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -18448638.000000 Penalty: 5918.531738
	Iteration 52Q: 3 clusters Score -1.844864e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147091 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -18448642.000000 Penalty: 5918.531738
	Iteration 53Q: 3 clusters Score -1.844864e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -18448670.000000 Penalty: 5918.531738
	Iteration 54Q: 3 clusters Score -1.844867e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147344 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -18448658.000000 Penalty: 5918.531738
	Iteration 55Q: 3 clusters Score -1.844866e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147470 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -18448662.000000 Penalty: 5918.531738
	Iteration 56Q: 3 clusters Score -1.844866e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147590 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -18448646.000000 Penalty: 5918.531738
	Iteration 57Q: 3 clusters Score -1.844865e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147716 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -18448680.000000 Penalty: 5918.531738
	Iteration 58Q: 3 clusters Score -1.844868e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147821 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -18448678.000000 Penalty: 5918.531738
	Iteration 59Q: 3 clusters Score -1.844868e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147923 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -18448670.000000 Penalty: 5918.531738
	Iteration 60F: 3 clusters Score -1.844867e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148010 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -18448696.000000 Penalty: 5918.531738
	Iteration 61Q: 3 clusters Score -1.84487e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148081 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -18448682.000000 Penalty: 5918.531738
	Iteration 62Q: 3 clusters Score -1.844868e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148163 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -18448704.000000 Penalty: 5918.531738
	Iteration 63Q: 3 clusters Score -1.84487e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148228 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -18448690.000000 Penalty: 5918.531738
	Iteration 64Q: 3 clusters Score -1.844869e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148286 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -18448718.000000 Penalty: 5918.531738
	Iteration 65Q: 3 clusters Score -1.844872e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148343 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -18448710.000000 Penalty: 5918.531738
	Iteration 66Q: 3 clusters Score -1.844871e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148408 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -18448696.000000 Penalty: 5918.531738
	Iteration 67Q: 3 clusters Score -1.84487e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148468 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -18448728.000000 Penalty: 5918.531738
	Iteration 68Q: 3 clusters Score -1.844873e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148518 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -18448738.000000 Penalty: 5918.531738
	Iteration 69Q: 3 clusters Score -1.844874e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148571 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -18448750.000000 Penalty: 5918.531738
	Iteration 70Q: 3 clusters Score -1.844875e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148626 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -18448760.000000 Penalty: 5918.531738
	Iteration 71Q: 3 clusters Score -1.844876e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148680 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -18448748.000000 Penalty: 5918.531738
	Iteration 72Q: 3 clusters Score -1.844875e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -18448760.000000 Penalty: 5918.531738
	Iteration 73Q: 3 clusters Score -1.844876e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148763 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -18448754.000000 Penalty: 5918.531738
	Iteration 74Q: 3 clusters Score -1.844875e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148801 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -18448766.000000 Penalty: 5918.531738
	Iteration 75Q: 3 clusters Score -1.844877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148830 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -18448752.000000 Penalty: 5918.531738
	Iteration 76Q: 3 clusters Score -1.844875e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148859 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -18448762.000000 Penalty: 5918.531738
	Iteration 77Q: 3 clusters Score -1.844876e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148882 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -18448778.000000 Penalty: 5918.531738
	Iteration 78Q: 3 clusters Score -1.844878e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148902 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -18448766.000000 Penalty: 5918.531738
	Iteration 79Q: 3 clusters Score -1.844877e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148915 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -18448778.000000 Penalty: 5918.531738
	Iteration 80F: 3 clusters Score -1.844878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148924 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -18448768.000000 Penalty: 5918.531738
	Iteration 81Q: 3 clusters Score -1.844877e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148934 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -18448792.000000 Penalty: 5918.531738
	Iteration 82Q: 3 clusters Score -1.844879e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148939 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -18448786.000000 Penalty: 5918.531738
	Iteration 83Q: 3 clusters Score -1.844879e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148940 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -18448786.000000 Penalty: 5918.531738
	Iteration 84Q: 3 clusters Score -1.844879e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148940 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -18448786.000000 Penalty: 5918.531738
	Iteration 85F: 3 clusters Score -1.844879e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (254029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254029 members 
Entering Unmasked Estep 
Score: -30442912.000000 Penalty: 3086.410645
	Iteration 0F: 2 clusters Score -3.044291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126831 members 
Mstep: Class 2 contains 127198 members 
Entering Unmasked Estep 
Score: -30279518.000000 Penalty: 6172.821289
	Iteration 0F: 3 clusters Score -3.027952e+07 nChanged 122342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122239 members 
Mstep: Class 2 contains 131790 members 
Entering Unmasked Estep 
Score: -30351518.000000 Penalty: 6172.821289
	Iteration 1F: 3 clusters Score -3.035152e+07 nChanged 6423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119620 members 
Mstep: Class 2 contains 134409 members 
Entering Unmasked Estep 
Score: -30352812.000000 Penalty: 6172.821289
	Iteration 2Q: 3 clusters Score -3.035281e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115571 members 
Mstep: Class 2 contains 138458 members 
Entering Unmasked Estep 
Score: -30354672.000000 Penalty: 6172.821289
	Iteration 3Q: 3 clusters Score -3.035467e+07 nChanged 8577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 144587 members 
Entering Unmasked Estep 
Score: -30357416.000000 Penalty: 6172.821289
	Iteration 4Q: 3 clusters Score -3.035742e+07 nChanged 11018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100138 members 
Mstep: Class 2 contains 153891 members 
Entering Unmasked Estep 
Score: -30362150.000000 Penalty: 6172.821289
	Iteration 5Q: 3 clusters Score -3.036215e+07 nChanged 14599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86769 members 
Mstep: Class 2 contains 167260 members 
Entering Unmasked Estep 
Score: -30369826.000000 Penalty: 6172.821289
	Iteration 6F: 3 clusters Score -3.036983e+07 nChanged 18282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69179 members 
Mstep: Class 2 contains 184850 members 
Entering Unmasked Estep 
Score: -30381960.000000 Penalty: 6172.821289
	Iteration 7F: 3 clusters Score -3.038196e+07 nChanged 20570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48931 members 
Mstep: Class 2 contains 205098 members 
Entering Unmasked Estep 
Score: -30398774.000000 Penalty: 6172.821289
	Iteration 8F: 3 clusters Score -3.039877e+07 nChanged 19056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 224090 members 
Entering Unmasked Estep 
Score: -30414758.000000 Penalty: 6172.821289
	Iteration 9F: 3 clusters Score -3.041476e+07 nChanged 14284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15671 members 
Mstep: Class 2 contains 238358 members 
Entering Unmasked Estep 
Score: -30426820.000000 Penalty: 6172.821289
	Iteration 10F: 3 clusters Score -3.042682e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 247037 members 
Entering Unmasked Estep 
Score: -30434270.000000 Penalty: 6172.821289
	Iteration 11Q: 3 clusters Score -3.043427e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 251294 members 
Entering Unmasked Estep 
Score: -30437874.000000 Penalty: 6172.821289
	Iteration 12Q: 3 clusters Score -3.043787e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 253002 members 
Entering Unmasked Estep 
Score: -30439354.000000 Penalty: 6172.821289
	Iteration 13Q: 3 clusters Score -3.043935e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 253494 members 
Entering Unmasked Estep 
Score: -30439832.000000 Penalty: 6172.821289
	Iteration 14Q: 3 clusters Score -3.043983e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 253652 members 
Entering Unmasked Estep 
Score: -30440024.000000 Penalty: 6172.821289
	Iteration 15Q: 3 clusters Score -3.044002e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 253720 members 
Entering Unmasked Estep 
Score: -30440098.000000 Penalty: 6172.821289
	Iteration 16Q: 3 clusters Score -3.04401e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 253743 members 
Entering Unmasked Estep 
Score: -30440144.000000 Penalty: 6172.821289
	Iteration 17Q: 3 clusters Score -3.044014e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 253755 members 
Entering Unmasked Estep 
Score: -30440170.000000 Penalty: 6172.821289
	Iteration 18Q: 3 clusters Score -3.044017e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 253763 members 
Entering Unmasked Estep 
Score: -30440180.000000 Penalty: 6172.821289
	Iteration 19Q: 3 clusters Score -3.044018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 253772 members 
Entering Unmasked Estep 
Score: -30440180.000000 Penalty: 6172.821289
	Iteration 20F: 3 clusters Score -3.044018e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 253771 members 
Entering Unmasked Estep 
Score: -30440184.000000 Penalty: 6172.821289
	Iteration 21Q: 3 clusters Score -3.044018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 253770 members 
Entering Unmasked Estep 
Score: -30440206.000000 Penalty: 6172.821289
	Iteration 22Q: 3 clusters Score -3.044021e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 253770 members 
Entering Unmasked Estep 
Score: -30440206.000000 Penalty: 6172.821289
	Iteration 23F: 3 clusters Score -3.044021e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Entering Unmasked Estep 
Score: -979937.125000 Penalty: 2233.918213
	Iteration 0F: 2 clusters Score -979937.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -973405.437500 Penalty: 4467.836426
	Iteration 0F: 3 clusters Score -973405.4 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -975141.187500 Penalty: 4467.836426
	Iteration 1F: 3 clusters Score -975141.2 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -975441.562500 Penalty: 4467.836426
	Iteration 2F: 3 clusters Score -975441.6 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -975716.687500 Penalty: 4467.836426
	Iteration 3F: 3 clusters Score -975716.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -975994.937500 Penalty: 4467.836426
	Iteration 4Q: 3 clusters Score -975994.9 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -976333.375000 Penalty: 4467.836426
	Iteration 5F: 3 clusters Score -976333.4 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -976737.250000 Penalty: 4467.836426
	Iteration 6F: 3 clusters Score -976737.2 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -977155.250000 Penalty: 4467.836426
	Iteration 7F: 3 clusters Score -977155.2 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -977533.437500 Penalty: 4467.836426
	Iteration 8F: 3 clusters Score -977533.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -977897.437500 Penalty: 4467.836426
	Iteration 9Q: 3 clusters Score -977897.4 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -978201.562500 Penalty: 4467.836426
	Iteration 10Q: 3 clusters Score -978201.6 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -978420.062500 Penalty: 4467.836426
	Iteration 11Q: 3 clusters Score -978420.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -978556.937500 Penalty: 4467.836426
	Iteration 12Q: 3 clusters Score -978556.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -978626.125000 Penalty: 4467.836426
	Iteration 13Q: 3 clusters Score -978626.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -978655.500000 Penalty: 4467.836426
	Iteration 14Q: 3 clusters Score -978655.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -978669.937500 Penalty: 4467.836426
	Iteration 15Q: 3 clusters Score -978669.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -978682.500000 Penalty: 4467.836426
	Iteration 16Q: 3 clusters Score -978682.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -978688.375000 Penalty: 4467.836426
	Iteration 17Q: 3 clusters Score -978688.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -978697.062500 Penalty: 4467.836426
	Iteration 18Q: 3 clusters Score -978697.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -978704.437500 Penalty: 4467.836426
	Iteration 19Q: 3 clusters Score -978704.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -978713.500000 Penalty: 4467.836426
	Iteration 20F: 3 clusters Score -978713.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -978715.000000 Penalty: 4467.836426
	Iteration 21Q: 3 clusters Score -978715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -978718.062500 Penalty: 4467.836426
	Iteration 22Q: 3 clusters Score -978718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -978719.500000 Penalty: 4467.836426
	Iteration 23Q: 3 clusters Score -978719.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -978719.875000 Penalty: 4467.836426
	Iteration 24Q: 3 clusters Score -978719.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -978720.625000 Penalty: 4467.836426
	Iteration 25Q: 3 clusters Score -978720.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -978721.812500 Penalty: 4467.836426
	Iteration 26Q: 3 clusters Score -978721.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -978721.812500 Penalty: 4467.836426
	Iteration 27F: 3 clusters Score -978721.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Entering Unmasked Estep 
Score: -2364373.250000 Penalty: 2450.966064
	Iteration 0F: 2 clusters Score -2364373 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -2350634.500000 Penalty: 4901.932129
	Iteration 0F: 3 clusters Score -2350634 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2355437.250000 Penalty: 4901.932129
	Iteration 1F: 3 clusters Score -2355437 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11341 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2356072.000000 Penalty: 4901.932129
	Iteration 2F: 3 clusters Score -2356072 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -2356713.750000 Penalty: 4901.932129
	Iteration 3F: 3 clusters Score -2356714 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -2357443.000000 Penalty: 4901.932129
	Iteration 4F: 3 clusters Score -2357443 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14080 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -2358316.500000 Penalty: 4901.932129
	Iteration 5F: 3 clusters Score -2358316 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2359284.000000 Penalty: 4901.932129
	Iteration 6F: 3 clusters Score -2359284 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -2360273.500000 Penalty: 4901.932129
	Iteration 7F: 3 clusters Score -2360274 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2361075.250000 Penalty: 4901.932129
	Iteration 8Q: 3 clusters Score -2361075 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2361658.250000 Penalty: 4901.932129
	Iteration 9Q: 3 clusters Score -2361658 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2362034.500000 Penalty: 4901.932129
	Iteration 10Q: 3 clusters Score -2362034 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2362246.500000 Penalty: 4901.932129
	Iteration 11Q: 3 clusters Score -2362246 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2362358.000000 Penalty: 4901.932129
	Iteration 12Q: 3 clusters Score -2362358 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -2362431.250000 Penalty: 4901.932129
	Iteration 13Q: 3 clusters Score -2362431 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2362471.750000 Penalty: 4901.932129
	Iteration 14Q: 3 clusters Score -2362472 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18975 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2362497.750000 Penalty: 4901.932129
	Iteration 15Q: 3 clusters Score -2362498 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2362517.750000 Penalty: 4901.932129
	Iteration 16Q: 3 clusters Score -2362518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2362529.250000 Penalty: 4901.932129
	Iteration 17Q: 3 clusters Score -2362529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2362532.000000 Penalty: 4901.932129
	Iteration 18Q: 3 clusters Score -2362532 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2362543.000000 Penalty: 4901.932129
	Iteration 19Q: 3 clusters Score -2362543 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2362549.000000 Penalty: 4901.932129
	Iteration 20F: 3 clusters Score -2362549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2362550.750000 Penalty: 4901.932129
	Iteration 21Q: 3 clusters Score -2362551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2362551.750000 Penalty: 4901.932129
	Iteration 22Q: 3 clusters Score -2362552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2362553.500000 Penalty: 4901.932129
	Iteration 23Q: 3 clusters Score -2362554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2362553.000000 Penalty: 4901.932129
	Iteration 24Q: 3 clusters Score -2362553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2362554.500000 Penalty: 4901.932129
	Iteration 25Q: 3 clusters Score -2362554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2362554.500000 Penalty: 4901.932129
	Iteration 26F: 3 clusters Score -2362554 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Entering Unmasked Estep 
Score: -476865.593750 Penalty: 2048.538086
	Iteration 0F: 2 clusters Score -476865.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -473048.468750 Penalty: 4097.076172
	Iteration 0F: 3 clusters Score -473048.5 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -473878.250000 Penalty: 4097.076172
	Iteration 1F: 3 clusters Score -473878.2 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -474059.937500 Penalty: 4097.076172
	Iteration 2F: 3 clusters Score -474059.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -474141.968750 Penalty: 4097.076172
	Iteration 3Q: 3 clusters Score -474142 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -474188.000000 Penalty: 4097.076172
	Iteration 4Q: 3 clusters Score -474188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -474223.468750 Penalty: 4097.076172
	Iteration 5Q: 3 clusters Score -474223.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -474249.687500 Penalty: 4097.076172
	Iteration 6Q: 3 clusters Score -474249.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -474266.031250 Penalty: 4097.076172
	Iteration 7Q: 3 clusters Score -474266 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -474278.750000 Penalty: 4097.076172
	Iteration 8Q: 3 clusters Score -474278.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -474289.218750 Penalty: 4097.076172
	Iteration 9Q: 3 clusters Score -474289.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -474298.750000 Penalty: 4097.076172
	Iteration 10Q: 3 clusters Score -474298.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -474307.968750 Penalty: 4097.076172
	Iteration 11Q: 3 clusters Score -474308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -474314.062500 Penalty: 4097.076172
	Iteration 12Q: 3 clusters Score -474314.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -474319.343750 Penalty: 4097.076172
	Iteration 13Q: 3 clusters Score -474319.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -474323.437500 Penalty: 4097.076172
	Iteration 14Q: 3 clusters Score -474323.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -474327.718750 Penalty: 4097.076172
	Iteration 15Q: 3 clusters Score -474327.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -474329.531250 Penalty: 4097.076172
	Iteration 16Q: 3 clusters Score -474329.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -474331.468750 Penalty: 4097.076172
	Iteration 17Q: 3 clusters Score -474331.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -474332.875000 Penalty: 4097.076172
	Iteration 18Q: 3 clusters Score -474332.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -474333.281250 Penalty: 4097.076172
	Iteration 19Q: 3 clusters Score -474333.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -474334.531250 Penalty: 4097.076172
	Iteration 20F: 3 clusters Score -474334.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50232 members 
Entering Unmasked Estep 
Score: -5882941.500000 Penalty: 2684.453125
	Iteration 0F: 2 clusters Score -5882942 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 25081 members 
Entering Unmasked Estep 
Score: -5848980.000000 Penalty: 5368.906250
	Iteration 0F: 3 clusters Score -5848980 nChanged 23183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -5861646.000000 Penalty: 5368.906250
	Iteration 1F: 3 clusters Score -5861646 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -5862082.000000 Penalty: 5368.906250
	Iteration 2Q: 3 clusters Score -5862082 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -5862391.500000 Penalty: 5368.906250
	Iteration 3Q: 3 clusters Score -5862392 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -5862754.000000 Penalty: 5368.906250
	Iteration 4Q: 3 clusters Score -5862754 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26323 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -5863049.000000 Penalty: 5368.906250
	Iteration 5Q: 3 clusters Score -5863049 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5863358.000000 Penalty: 5368.906250
	Iteration 6Q: 3 clusters Score -5863358 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27918 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -5863812.000000 Penalty: 5368.906250
	Iteration 7Q: 3 clusters Score -5863812 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29228 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -5864431.000000 Penalty: 5368.906250
	Iteration 8Q: 3 clusters Score -5864431 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31123 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -5865433.000000 Penalty: 5368.906250
	Iteration 9Q: 3 clusters Score -5865433 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33579 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -5867003.500000 Penalty: 5368.906250
	Iteration 10F: 3 clusters Score -5867004 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36617 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -5869192.500000 Penalty: 5368.906250
	Iteration 11F: 3 clusters Score -5869192 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -5872025.000000 Penalty: 5368.906250
	Iteration 12F: 3 clusters Score -5872025 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43531 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -5875044.000000 Penalty: 5368.906250
	Iteration 13F: 3 clusters Score -5875044 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -5877599.500000 Penalty: 5368.906250
	Iteration 14F: 3 clusters Score -5877600 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48061 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -5879328.000000 Penalty: 5368.906250
	Iteration 15Q: 3 clusters Score -5879328 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49030 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -5880248.000000 Penalty: 5368.906250
	Iteration 16Q: 3 clusters Score -5880248 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49465 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -5880616.500000 Penalty: 5368.906250
	Iteration 17Q: 3 clusters Score -5880616 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49653 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -5880825.000000 Penalty: 5368.906250
	Iteration 18Q: 3 clusters Score -5880825 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49743 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5880945.500000 Penalty: 5368.906250
	Iteration 19Q: 3 clusters Score -5880946 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49783 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5881005.000000 Penalty: 5368.906250
	Iteration 20F: 3 clusters Score -5881005 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49807 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5881047.500000 Penalty: 5368.906250
	Iteration 21Q: 3 clusters Score -5881048 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -5881059.500000 Penalty: 5368.906250
	Iteration 22Q: 3 clusters Score -5881060 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5881072.500000 Penalty: 5368.906250
	Iteration 23Q: 3 clusters Score -5881072 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5881076.000000 Penalty: 5368.906250
	Iteration 24Q: 3 clusters Score -5881076 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49831 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5881079.500000 Penalty: 5368.906250
	Iteration 25Q: 3 clusters Score -5881080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49833 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5881079.500000 Penalty: 5368.906250
	Iteration 26Q: 3 clusters Score -5881080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49837 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -5881078.500000 Penalty: 5368.906250
	Iteration 27Q: 3 clusters Score -5881078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5881089.000000 Penalty: 5368.906250
	Iteration 28Q: 3 clusters Score -5881089 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5881091.500000 Penalty: 5368.906250
	Iteration 29Q: 3 clusters Score -5881092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49841 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5881091.500000 Penalty: 5368.906250
	Iteration 30F: 3 clusters Score -5881092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Entering Unmasked Estep 
Score: -1939062.000000 Penalty: 2396.173340
	Iteration 0F: 2 clusters Score -1939062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1927751.250000 Penalty: 4792.346680
	Iteration 0F: 3 clusters Score -1927751 nChanged 6845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1931289.750000 Penalty: 4792.346680
	Iteration 1F: 3 clusters Score -1931290 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -1931594.000000 Penalty: 4792.346680
	Iteration 2F: 3 clusters Score -1931594 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1931829.625000 Penalty: 4792.346680
	Iteration 3Q: 3 clusters Score -1931830 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1931993.125000 Penalty: 4792.346680
	Iteration 4Q: 3 clusters Score -1931993 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1932148.750000 Penalty: 4792.346680
	Iteration 5Q: 3 clusters Score -1932149 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -1932273.375000 Penalty: 4792.346680
	Iteration 6Q: 3 clusters Score -1932273 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1932387.625000 Penalty: 4792.346680
	Iteration 7Q: 3 clusters Score -1932388 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1932496.375000 Penalty: 4792.346680
	Iteration 8Q: 3 clusters Score -1932496 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1932642.125000 Penalty: 4792.346680
	Iteration 9Q: 3 clusters Score -1932642 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1932814.125000 Penalty: 4792.346680
	Iteration 10Q: 3 clusters Score -1932814 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1932979.250000 Penalty: 4792.346680
	Iteration 11Q: 3 clusters Score -1932979 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -1933199.625000 Penalty: 4792.346680
	Iteration 12Q: 3 clusters Score -1933200 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -1933485.500000 Penalty: 4792.346680
	Iteration 13Q: 3 clusters Score -1933486 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -1933849.375000 Penalty: 4792.346680
	Iteration 14Q: 3 clusters Score -1933849 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1934208.500000 Penalty: 4792.346680
	Iteration 15Q: 3 clusters Score -1934208 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1934597.250000 Penalty: 4792.346680
	Iteration 16Q: 3 clusters Score -1934597 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1934932.250000 Penalty: 4792.346680
	Iteration 17Q: 3 clusters Score -1934932 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -1935231.750000 Penalty: 4792.346680
	Iteration 18Q: 3 clusters Score -1935232 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -1935514.500000 Penalty: 4792.346680
	Iteration 19Q: 3 clusters Score -1935514 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -1935739.625000 Penalty: 4792.346680
	Iteration 20F: 3 clusters Score -1935740 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1935911.750000 Penalty: 4792.346680
	Iteration 21Q: 3 clusters Score -1935912 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -1936077.750000 Penalty: 4792.346680
	Iteration 22Q: 3 clusters Score -1936078 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1936244.125000 Penalty: 4792.346680
	Iteration 23Q: 3 clusters Score -1936244 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -1936382.625000 Penalty: 4792.346680
	Iteration 24Q: 3 clusters Score -1936383 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1936492.125000 Penalty: 4792.346680
	Iteration 25Q: 3 clusters Score -1936492 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1936555.875000 Penalty: 4792.346680
	Iteration 26Q: 3 clusters Score -1936556 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -1936606.250000 Penalty: 4792.346680
	Iteration 27Q: 3 clusters Score -1936606 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1936642.875000 Penalty: 4792.346680
	Iteration 28Q: 3 clusters Score -1936643 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1936671.750000 Penalty: 4792.346680
	Iteration 29Q: 3 clusters Score -1936672 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -1936717.500000 Penalty: 4792.346680
	Iteration 30Q: 3 clusters Score -1936718 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1936755.500000 Penalty: 4792.346680
	Iteration 31Q: 3 clusters Score -1936756 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1936783.250000 Penalty: 4792.346680
	Iteration 32Q: 3 clusters Score -1936783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -1936800.250000 Penalty: 4792.346680
	Iteration 33Q: 3 clusters Score -1936800 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 14932 members 
Entering Unmasked Estep 
Score: -1936821.375000 Penalty: 4792.346680
	Iteration 34Q: 3 clusters Score -1936821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1936832.375000 Penalty: 4792.346680
	Iteration 35Q: 3 clusters Score -1936832 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -1936844.250000 Penalty: 4792.346680
	Iteration 36Q: 3 clusters Score -1936844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -1936867.000000 Penalty: 4792.346680
	Iteration 37Q: 3 clusters Score -1936867 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -1936893.875000 Penalty: 4792.346680
	Iteration 38Q: 3 clusters Score -1936894 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 15066 members 
Entering Unmasked Estep 
Score: -1936915.875000 Penalty: 4792.346680
	Iteration 39Q: 3 clusters Score -1936916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15095 members 
Entering Unmasked Estep 
Score: -1936948.250000 Penalty: 4792.346680
	Iteration 40F: 3 clusters Score -1936948 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -1936970.125000 Penalty: 4792.346680
	Iteration 41Q: 3 clusters Score -1936970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1936983.125000 Penalty: 4792.346680
	Iteration 42Q: 3 clusters Score -1936983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -1936992.500000 Penalty: 4792.346680
	Iteration 43Q: 3 clusters Score -1936992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1936996.000000 Penalty: 4792.346680
	Iteration 44Q: 3 clusters Score -1936996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1936999.000000 Penalty: 4792.346680
	Iteration 45Q: 3 clusters Score -1936999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1937001.375000 Penalty: 4792.346680
	Iteration 46Q: 3 clusters Score -1937001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -1937005.875000 Penalty: 4792.346680
	Iteration 47Q: 3 clusters Score -1937006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1937010.750000 Penalty: 4792.346680
	Iteration 48Q: 3 clusters Score -1937011 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1937010.750000 Penalty: 4792.346680
	Iteration 49F: 3 clusters Score -1937011 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Entering Unmasked Estep 
Score: -268760.500000 Penalty: 1918.062134
	Iteration 0F: 2 clusters Score -268760.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -265924.281250 Penalty: 3836.124268
	Iteration 0F: 3 clusters Score -265924.3 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -266429.718750 Penalty: 3836.124268
	Iteration 1F: 3 clusters Score -266429.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -266562.125000 Penalty: 3836.124268
	Iteration 2F: 3 clusters Score -266562.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -266630.656250 Penalty: 3836.124268
	Iteration 3Q: 3 clusters Score -266630.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -266667.718750 Penalty: 3836.124268
	Iteration 4Q: 3 clusters Score -266667.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -266697.062500 Penalty: 3836.124268
	Iteration 5Q: 3 clusters Score -266697.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -266717.750000 Penalty: 3836.124268
	Iteration 6Q: 3 clusters Score -266717.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -266733.937500 Penalty: 3836.124268
	Iteration 7Q: 3 clusters Score -266733.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -266749.187500 Penalty: 3836.124268
	Iteration 8Q: 3 clusters Score -266749.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -266755.968750 Penalty: 3836.124268
	Iteration 9Q: 3 clusters Score -266756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -266761.687500 Penalty: 3836.124268
	Iteration 10Q: 3 clusters Score -266761.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -266768.625000 Penalty: 3836.124268
	Iteration 11Q: 3 clusters Score -266768.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -266774.656250 Penalty: 3836.124268
	Iteration 12Q: 3 clusters Score -266774.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -266781.343750 Penalty: 3836.124268
	Iteration 13Q: 3 clusters Score -266781.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -266786.375000 Penalty: 3836.124268
	Iteration 14Q: 3 clusters Score -266786.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -266792.125000 Penalty: 3836.124268
	Iteration 15Q: 3 clusters Score -266792.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -266795.437500 Penalty: 3836.124268
	Iteration 16Q: 3 clusters Score -266795.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -266798.406250 Penalty: 3836.124268
	Iteration 17Q: 3 clusters Score -266798.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -266799.750000 Penalty: 3836.124268
	Iteration 18Q: 3 clusters Score -266799.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -266800.343750 Penalty: 3836.124268
	Iteration 19Q: 3 clusters Score -266800.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -266800.343750 Penalty: 3836.124268
	Iteration 20F: 3 clusters Score -266800.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172303 members 
Entering Unmasked Estep 
Score: -20705486.000000 Penalty: 2990.138428
	Iteration 0F: 2 clusters Score -2.070549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85925 members 
Mstep: Class 2 contains 86378 members 
Entering Unmasked Estep 
Score: -20593296.000000 Penalty: 5980.276855
	Iteration 0F: 3 clusters Score -2.05933e+07 nChanged 82620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82425 members 
Mstep: Class 2 contains 89878 members 
Entering Unmasked Estep 
Score: -20642108.000000 Penalty: 5980.276855
	Iteration 1F: 3 clusters Score -2.064211e+07 nChanged 6097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 91695 members 
Entering Unmasked Estep 
Score: -20644108.000000 Penalty: 5980.276855
	Iteration 2Q: 3 clusters Score -2.064411e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77833 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -20646996.000000 Penalty: 5980.276855
	Iteration 3Q: 3 clusters Score -2.0647e+07 nChanged 8789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73630 members 
Mstep: Class 2 contains 98673 members 
Entering Unmasked Estep 
Score: -20651532.000000 Penalty: 5980.276855
	Iteration 4F: 3 clusters Score -2.065153e+07 nChanged 10323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67897 members 
Mstep: Class 2 contains 104406 members 
Entering Unmasked Estep 
Score: -20657914.000000 Penalty: 5980.276855
	Iteration 5F: 3 clusters Score -2.065791e+07 nChanged 11392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 111392 members 
Entering Unmasked Estep 
Score: -20666550.000000 Penalty: 5980.276855
	Iteration 6F: 3 clusters Score -2.066655e+07 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 118306 members 
Entering Unmasked Estep 
Score: -20675548.000000 Penalty: 5980.276855
	Iteration 7F: 3 clusters Score -2.067555e+07 nChanged 9558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48425 members 
Mstep: Class 2 contains 123878 members 
Entering Unmasked Estep 
Score: -20682472.000000 Penalty: 5980.276855
	Iteration 8F: 3 clusters Score -2.068247e+07 nChanged 6965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44070 members 
Mstep: Class 2 contains 128233 members 
Entering Unmasked Estep 
Score: -20686404.000000 Penalty: 5980.276855
	Iteration 9Q: 3 clusters Score -2.06864e+07 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 131947 members 
Entering Unmasked Estep 
Score: -20688790.000000 Penalty: 5980.276855
	Iteration 10Q: 3 clusters Score -2.068879e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 135350 members 
Entering Unmasked Estep 
Score: -20690524.000000 Penalty: 5980.276855
	Iteration 11Q: 3 clusters Score -2.069052e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33684 members 
Mstep: Class 2 contains 138619 members 
Entering Unmasked Estep 
Score: -20692412.000000 Penalty: 5980.276855
	Iteration 12Q: 3 clusters Score -2.069241e+07 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 141830 members 
Entering Unmasked Estep 
Score: -20694202.000000 Penalty: 5980.276855
	Iteration 13Q: 3 clusters Score -2.06942e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27524 members 
Mstep: Class 2 contains 144779 members 
Entering Unmasked Estep 
Score: -20696108.000000 Penalty: 5980.276855
	Iteration 14Q: 3 clusters Score -2.069611e+07 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24800 members 
Mstep: Class 2 contains 147503 members 
Entering Unmasked Estep 
Score: -20697628.000000 Penalty: 5980.276855
	Iteration 15Q: 3 clusters Score -2.069763e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 150002 members 
Entering Unmasked Estep 
Score: -20699070.000000 Penalty: 5980.276855
	Iteration 16Q: 3 clusters Score -2.069907e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 152131 members 
Entering Unmasked Estep 
Score: -20700296.000000 Penalty: 5980.276855
	Iteration 17Q: 3 clusters Score -2.07003e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 153902 members 
Entering Unmasked Estep 
Score: -20701050.000000 Penalty: 5980.276855
	Iteration 18Q: 3 clusters Score -2.070105e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 155424 members 
Entering Unmasked Estep 
Score: -20701520.000000 Penalty: 5980.276855
	Iteration 19Q: 3 clusters Score -2.070152e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 156674 members 
Entering Unmasked Estep 
Score: -20701884.000000 Penalty: 5980.276855
	Iteration 20F: 3 clusters Score -2.070188e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 157732 members 
Entering Unmasked Estep 
Score: -20701910.000000 Penalty: 5980.276855
	Iteration 21Q: 3 clusters Score -2.070191e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 158678 members 
Entering Unmasked Estep 
Score: -20702014.000000 Penalty: 5980.276855
	Iteration 22Q: 3 clusters Score -2.070201e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12777 members 
Mstep: Class 2 contains 159526 members 
Entering Unmasked Estep 
Score: -20702070.000000 Penalty: 5980.276855
	Iteration 23Q: 3 clusters Score -2.070207e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 160214 members 
Entering Unmasked Estep 
Score: -20702128.000000 Penalty: 5980.276855
	Iteration 24Q: 3 clusters Score -2.070213e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 160855 members 
Entering Unmasked Estep 
Score: -20702248.000000 Penalty: 5980.276855
	Iteration 25Q: 3 clusters Score -2.070225e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 161458 members 
Entering Unmasked Estep 
Score: -20702352.000000 Penalty: 5980.276855
	Iteration 26Q: 3 clusters Score -2.070235e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 162020 members 
Entering Unmasked Estep 
Score: -20702332.000000 Penalty: 5980.276855
	Iteration 27Q: 3 clusters Score -2.070233e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 162544 members 
Entering Unmasked Estep 
Score: -20702360.000000 Penalty: 5980.276855
	Iteration 28Q: 3 clusters Score -2.070236e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 163012 members 
Entering Unmasked Estep 
Score: -20702436.000000 Penalty: 5980.276855
	Iteration 29Q: 3 clusters Score -2.070244e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 163425 members 
Entering Unmasked Estep 
Score: -20702502.000000 Penalty: 5980.276855
	Iteration 30Q: 3 clusters Score -2.07025e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 163816 members 
Entering Unmasked Estep 
Score: -20702504.000000 Penalty: 5980.276855
	Iteration 31Q: 3 clusters Score -2.07025e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 164177 members 
Entering Unmasked Estep 
Score: -20702534.000000 Penalty: 5980.276855
	Iteration 32Q: 3 clusters Score -2.070253e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 164507 members 
Entering Unmasked Estep 
Score: -20702550.000000 Penalty: 5980.276855
	Iteration 33Q: 3 clusters Score -2.070255e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 164849 members 
Entering Unmasked Estep 
Score: -20702598.000000 Penalty: 5980.276855
	Iteration 34Q: 3 clusters Score -2.07026e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 165193 members 
Entering Unmasked Estep 
Score: -20702658.000000 Penalty: 5980.276855
	Iteration 35Q: 3 clusters Score -2.070266e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 165521 members 
Entering Unmasked Estep 
Score: -20702732.000000 Penalty: 5980.276855
	Iteration 36Q: 3 clusters Score -2.070273e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 165830 members 
Entering Unmasked Estep 
Score: -20702736.000000 Penalty: 5980.276855
	Iteration 37Q: 3 clusters Score -2.070274e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 166130 members 
Entering Unmasked Estep 
Score: -20702838.000000 Penalty: 5980.276855
	Iteration 38Q: 3 clusters Score -2.070284e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 166419 members 
Entering Unmasked Estep 
Score: -20702818.000000 Penalty: 5980.276855
	Iteration 39Q: 3 clusters Score -2.070282e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 166731 members 
Entering Unmasked Estep 
Score: -20702880.000000 Penalty: 5980.276855
	Iteration 40F: 3 clusters Score -2.070288e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 167021 members 
Entering Unmasked Estep 
Score: -20702918.000000 Penalty: 5980.276855
	Iteration 41Q: 3 clusters Score -2.070292e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 167281 members 
Entering Unmasked Estep 
Score: -20702936.000000 Penalty: 5980.276855
	Iteration 42Q: 3 clusters Score -2.070294e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 167513 members 
Entering Unmasked Estep 
Score: -20703010.000000 Penalty: 5980.276855
	Iteration 43Q: 3 clusters Score -2.070301e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 167717 members 
Entering Unmasked Estep 
Score: -20703024.000000 Penalty: 5980.276855
	Iteration 44Q: 3 clusters Score -2.070302e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 167904 members 
Entering Unmasked Estep 
Score: -20703054.000000 Penalty: 5980.276855
	Iteration 45Q: 3 clusters Score -2.070305e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 168081 members 
Entering Unmasked Estep 
Score: -20703066.000000 Penalty: 5980.276855
	Iteration 46Q: 3 clusters Score -2.070307e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 168226 members 
Entering Unmasked Estep 
Score: -20703078.000000 Penalty: 5980.276855
	Iteration 47Q: 3 clusters Score -2.070308e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 168364 members 
Entering Unmasked Estep 
Score: -20703056.000000 Penalty: 5980.276855
	Iteration 48Q: 3 clusters Score -2.070306e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 168491 members 
Entering Unmasked Estep 
Score: -20703092.000000 Penalty: 5980.276855
	Iteration 49Q: 3 clusters Score -2.070309e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 168598 members 
Entering Unmasked Estep 
Score: -20703086.000000 Penalty: 5980.276855
	Iteration 50Q: 3 clusters Score -2.070309e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 168732 members 
Entering Unmasked Estep 
Score: -20703168.000000 Penalty: 5980.276855
	Iteration 51Q: 3 clusters Score -2.070317e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 168836 members 
Entering Unmasked Estep 
Score: -20703214.000000 Penalty: 5980.276855
	Iteration 52Q: 3 clusters Score -2.070321e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 168942 members 
Entering Unmasked Estep 
Score: -20703266.000000 Penalty: 5980.276855
	Iteration 53Q: 3 clusters Score -2.070327e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 169024 members 
Entering Unmasked Estep 
Score: -20703228.000000 Penalty: 5980.276855
	Iteration 54Q: 3 clusters Score -2.070323e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 169110 members 
Entering Unmasked Estep 
Score: -20703244.000000 Penalty: 5980.276855
	Iteration 55Q: 3 clusters Score -2.070324e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 169181 members 
Entering Unmasked Estep 
Score: -20703288.000000 Penalty: 5980.276855
	Iteration 56Q: 3 clusters Score -2.070329e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 169249 members 
Entering Unmasked Estep 
Score: -20703300.000000 Penalty: 5980.276855
	Iteration 57Q: 3 clusters Score -2.07033e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 169304 members 
Entering Unmasked Estep 
Score: -20703302.000000 Penalty: 5980.276855
	Iteration 58Q: 3 clusters Score -2.07033e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 169356 members 
Entering Unmasked Estep 
Score: -20703318.000000 Penalty: 5980.276855
	Iteration 59Q: 3 clusters Score -2.070332e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 169417 members 
Entering Unmasked Estep 
Score: -20703318.000000 Penalty: 5980.276855
	Iteration 60F: 3 clusters Score -2.070332e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 169456 members 
Entering Unmasked Estep 
Score: -20703328.000000 Penalty: 5980.276855
	Iteration 61Q: 3 clusters Score -2.070333e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 169487 members 
Entering Unmasked Estep 
Score: -20703320.000000 Penalty: 5980.276855
	Iteration 62Q: 3 clusters Score -2.070332e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 169512 members 
Entering Unmasked Estep 
Score: -20703330.000000 Penalty: 5980.276855
	Iteration 63Q: 3 clusters Score -2.070333e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 169545 members 
Entering Unmasked Estep 
Score: -20703310.000000 Penalty: 5980.276855
	Iteration 64Q: 3 clusters Score -2.070331e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 169585 members 
Entering Unmasked Estep 
Score: -20703330.000000 Penalty: 5980.276855
	Iteration 65Q: 3 clusters Score -2.070333e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 169622 members 
Entering Unmasked Estep 
Score: -20703336.000000 Penalty: 5980.276855
	Iteration 66Q: 3 clusters Score -2.070334e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 169657 members 
Entering Unmasked Estep 
Score: -20703344.000000 Penalty: 5980.276855
	Iteration 67Q: 3 clusters Score -2.070334e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 169686 members 
Entering Unmasked Estep 
Score: -20703334.000000 Penalty: 5980.276855
	Iteration 68Q: 3 clusters Score -2.070333e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 169712 members 
Entering Unmasked Estep 
Score: -20703344.000000 Penalty: 5980.276855
	Iteration 69Q: 3 clusters Score -2.070334e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 169742 members 
Entering Unmasked Estep 
Score: -20703342.000000 Penalty: 5980.276855
	Iteration 70Q: 3 clusters Score -2.070334e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 169764 members 
Entering Unmasked Estep 
Score: -20703378.000000 Penalty: 5980.276855
	Iteration 71Q: 3 clusters Score -2.070338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 169788 members 
Entering Unmasked Estep 
Score: -20703376.000000 Penalty: 5980.276855
	Iteration 72Q: 3 clusters Score -2.070338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 169809 members 
Entering Unmasked Estep 
Score: -20703412.000000 Penalty: 5980.276855
	Iteration 73Q: 3 clusters Score -2.070341e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 169829 members 
Entering Unmasked Estep 
Score: -20703384.000000 Penalty: 5980.276855
	Iteration 74Q: 3 clusters Score -2.070338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 169847 members 
Entering Unmasked Estep 
Score: -20703382.000000 Penalty: 5980.276855
	Iteration 75Q: 3 clusters Score -2.070338e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 169867 members 
Entering Unmasked Estep 
Score: -20703390.000000 Penalty: 5980.276855
	Iteration 76Q: 3 clusters Score -2.070339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 169884 members 
Entering Unmasked Estep 
Score: -20703360.000000 Penalty: 5980.276855
	Iteration 77Q: 3 clusters Score -2.070336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 169904 members 
Entering Unmasked Estep 
Score: -20703394.000000 Penalty: 5980.276855
	Iteration 78Q: 3 clusters Score -2.070339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -20703388.000000 Penalty: 5980.276855
	Iteration 79Q: 3 clusters Score -2.070339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -20703408.000000 Penalty: 5980.276855
	Iteration 80F: 3 clusters Score -2.070341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 169943 members 
Entering Unmasked Estep 
Score: -20703410.000000 Penalty: 5980.276855
	Iteration 81Q: 3 clusters Score -2.070341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -20703404.000000 Penalty: 5980.276855
	Iteration 82Q: 3 clusters Score -2.07034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 169973 members 
Entering Unmasked Estep 
Score: -20703408.000000 Penalty: 5980.276855
	Iteration 83Q: 3 clusters Score -2.070341e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 169984 members 
Entering Unmasked Estep 
Score: -20703388.000000 Penalty: 5980.276855
	Iteration 84Q: 3 clusters Score -2.070339e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 170000 members 
Entering Unmasked Estep 
Score: -20703388.000000 Penalty: 5980.276855
	Iteration 85Q: 3 clusters Score -2.070339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 170009 members 
Entering Unmasked Estep 
Score: -20703370.000000 Penalty: 5980.276855
	Iteration 86Q: 3 clusters Score -2.070337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 170018 members 
Entering Unmasked Estep 
Score: -20703382.000000 Penalty: 5980.276855
	Iteration 87Q: 3 clusters Score -2.070338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 170021 members 
Entering Unmasked Estep 
Score: -20703386.000000 Penalty: 5980.276855
	Iteration 88Q: 3 clusters Score -2.070339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 170025 members 
Entering Unmasked Estep 
Score: -20703386.000000 Penalty: 5980.276855
	Iteration 89Q: 3 clusters Score -2.070339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 170032 members 
Entering Unmasked Estep 
Score: -20703388.000000 Penalty: 5980.276855
	Iteration 90Q: 3 clusters Score -2.070339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 170038 members 
Entering Unmasked Estep 
Score: -20703398.000000 Penalty: 5980.276855
	Iteration 91Q: 3 clusters Score -2.07034e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -20703388.000000 Penalty: 5980.276855
	Iteration 92Q: 3 clusters Score -2.070339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 170059 members 
Entering Unmasked Estep 
Score: -20703382.000000 Penalty: 5980.276855
	Iteration 93Q: 3 clusters Score -2.070338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 170073 members 
Entering Unmasked Estep 
Score: -20703394.000000 Penalty: 5980.276855
	Iteration 94Q: 3 clusters Score -2.070339e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 170081 members 
Entering Unmasked Estep 
Score: -20703378.000000 Penalty: 5980.276855
	Iteration 95Q: 3 clusters Score -2.070338e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 170089 members 
Entering Unmasked Estep 
Score: -20703376.000000 Penalty: 5980.276855
	Iteration 96Q: 3 clusters Score -2.070338e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 170095 members 
Entering Unmasked Estep 
Score: -20703388.000000 Penalty: 5980.276855
	Iteration 97Q: 3 clusters Score -2.070339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 170099 members 
Entering Unmasked Estep 
Score: -20703400.000000 Penalty: 5980.276855
	Iteration 98Q: 3 clusters Score -2.07034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 170106 members 
Entering Unmasked Estep 
Score: -20703412.000000 Penalty: 5980.276855
	Iteration 99Q: 3 clusters Score -2.070341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 170112 members 
Entering Unmasked Estep 
Score: -20703402.000000 Penalty: 5980.276855
	Iteration 100F: 3 clusters Score -2.07034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 170125 members 
Entering Unmasked Estep 
Score: -20703404.000000 Penalty: 5980.276855
	Iteration 101Q: 3 clusters Score -2.07034e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 170143 members 
Entering Unmasked Estep 
Score: -20703412.000000 Penalty: 5980.276855
	Iteration 102Q: 3 clusters Score -2.070341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 170162 members 
Entering Unmasked Estep 
Score: -20703394.000000 Penalty: 5980.276855
	Iteration 103Q: 3 clusters Score -2.070339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 170178 members 
Entering Unmasked Estep 
Score: -20703402.000000 Penalty: 5980.276855
	Iteration 104Q: 3 clusters Score -2.07034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 170186 members 
Entering Unmasked Estep 
Score: -20703406.000000 Penalty: 5980.276855
	Iteration 105Q: 3 clusters Score -2.070341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 170196 members 
Entering Unmasked Estep 
Score: -20703410.000000 Penalty: 5980.276855
	Iteration 106Q: 3 clusters Score -2.070341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 170205 members 
Entering Unmasked Estep 
Score: -20703408.000000 Penalty: 5980.276855
	Iteration 107Q: 3 clusters Score -2.070341e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 170214 members 
Entering Unmasked Estep 
Score: -20703396.000000 Penalty: 5980.276855
	Iteration 108Q: 3 clusters Score -2.07034e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 170222 members 
Entering Unmasked Estep 
Score: -20703400.000000 Penalty: 5980.276855
	Iteration 109Q: 3 clusters Score -2.07034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 170228 members 
Entering Unmasked Estep 
Score: -20703390.000000 Penalty: 5980.276855
	Iteration 110Q: 3 clusters Score -2.070339e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 170232 members 
Entering Unmasked Estep 
Score: -20703402.000000 Penalty: 5980.276855
	Iteration 111Q: 3 clusters Score -2.07034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 170238 members 
Entering Unmasked Estep 
Score: -20703402.000000 Penalty: 5980.276855
	Iteration 112Q: 3 clusters Score -2.07034e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 170242 members 
Entering Unmasked Estep 
Score: -20703390.000000 Penalty: 5980.276855
	Iteration 113Q: 3 clusters Score -2.070339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 170243 members 
Entering Unmasked Estep 
Score: -20703384.000000 Penalty: 5980.276855
	Iteration 114Q: 3 clusters Score -2.070338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 170247 members 
Entering Unmasked Estep 
Score: -20703386.000000 Penalty: 5980.276855
	Iteration 115Q: 3 clusters Score -2.070339e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 170248 members 
Entering Unmasked Estep 
Score: -20703406.000000 Penalty: 5980.276855
	Iteration 116Q: 3 clusters Score -2.070341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 170253 members 
Entering Unmasked Estep 
Score: -20703388.000000 Penalty: 5980.276855
	Iteration 117Q: 3 clusters Score -2.070339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 170257 members 
Entering Unmasked Estep 
Score: -20703402.000000 Penalty: 5980.276855
	Iteration 118Q: 3 clusters Score -2.07034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 170261 members 
Entering Unmasked Estep 
Score: -20703398.000000 Penalty: 5980.276855
	Iteration 119Q: 3 clusters Score -2.07034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 170264 members 
Entering Unmasked Estep 
Score: -20703398.000000 Penalty: 5980.276855
	Iteration 120F: 3 clusters Score -2.07034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 170265 members 
Entering Unmasked Estep 
Score: -20703392.000000 Penalty: 5980.276855
	Iteration 121Q: 3 clusters Score -2.070339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -20703392.000000 Penalty: 5980.276855
	Iteration 122Q: 3 clusters Score -2.070339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 170268 members 
Entering Unmasked Estep 
Score: -20703402.000000 Penalty: 5980.276855
	Iteration 123Q: 3 clusters Score -2.07034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 170269 members 
Entering Unmasked Estep 
Score: -20703404.000000 Penalty: 5980.276855
	Iteration 124Q: 3 clusters Score -2.07034e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 170270 members 
Entering Unmasked Estep 
Score: -20703406.000000 Penalty: 5980.276855
	Iteration 125Q: 3 clusters Score -2.070341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 170270 members 
Entering Unmasked Estep 
Score: -20703406.000000 Penalty: 5980.276855
	Iteration 126F: 3 clusters Score -2.070341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -272862.125000 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -272862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -269938.312500 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -269938.3 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -270504.562500 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -270504.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -270617.125000 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -270617.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -270693.343750 Penalty: 3869.084229
	Iteration 3Q: 3 clusters Score -270693.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -270755.687500 Penalty: 3869.084229
	Iteration 4Q: 3 clusters Score -270755.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -270814.593750 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -270814.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -270850.281250 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -270850.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -270876.500000 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -270876.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -270893.937500 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -270893.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -270905.812500 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -270905.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -270914.500000 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -270914.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -270921.125000 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -270921.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -270927.687500 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -270927.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -270935.906250 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -270935.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -270941.093750 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -270941.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -270943.500000 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -270943.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -270944.625000 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -270944.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -270948.000000 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -270948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -270948.593750 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -270948.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -270950.562500 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -270950.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -270951.968750 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -270952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -270955.531250 Penalty: 3869.084229
	Iteration 21Q: 3 clusters Score -270955.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -270960.812500 Penalty: 3869.084229
	Iteration 22Q: 3 clusters Score -270960.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -270967.500000 Penalty: 3869.084229
	Iteration 23Q: 3 clusters Score -270967.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -270971.250000 Penalty: 3869.084229
	Iteration 24Q: 3 clusters Score -270971.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -270974.375000 Penalty: 3869.084229
	Iteration 25Q: 3 clusters Score -270974.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -270978.375000 Penalty: 3869.084229
	Iteration 26Q: 3 clusters Score -270978.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -270983.312500 Penalty: 3869.084229
	Iteration 27Q: 3 clusters Score -270983.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -270986.281250 Penalty: 3869.084229
	Iteration 28Q: 3 clusters Score -270986.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -270987.593750 Penalty: 3869.084229
	Iteration 29Q: 3 clusters Score -270987.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -270988.750000 Penalty: 3869.084229
	Iteration 30Q: 3 clusters Score -270988.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -270990.312500 Penalty: 3869.084229
	Iteration 31Q: 3 clusters Score -270990.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -270993.468750 Penalty: 3869.084229
	Iteration 32Q: 3 clusters Score -270993.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -270994.500000 Penalty: 3869.084229
	Iteration 33Q: 3 clusters Score -270994.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -270996.625000 Penalty: 3869.084229
	Iteration 34Q: 3 clusters Score -270996.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -270997.187500 Penalty: 3869.084229
	Iteration 35Q: 3 clusters Score -270997.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -270998.281250 Penalty: 3869.084229
	Iteration 36Q: 3 clusters Score -270998.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -270999.062500 Penalty: 3869.084229
	Iteration 37Q: 3 clusters Score -270999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -271000.218750 Penalty: 3869.084229
	Iteration 38Q: 3 clusters Score -271000.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -271003.875000 Penalty: 3869.084229
	Iteration 39Q: 3 clusters Score -271003.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -271008.250000 Penalty: 3869.084229
	Iteration 40F: 3 clusters Score -271008.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -271009.406250 Penalty: 3869.084229
	Iteration 41Q: 3 clusters Score -271009.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -271009.968750 Penalty: 3869.084229
	Iteration 42Q: 3 clusters Score -271010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -271012.343750 Penalty: 3869.084229
	Iteration 43Q: 3 clusters Score -271012.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -271016.531250 Penalty: 3869.084229
	Iteration 44Q: 3 clusters Score -271016.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -271021.437500 Penalty: 3869.084229
	Iteration 45Q: 3 clusters Score -271021.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -271027.875000 Penalty: 3869.084229
	Iteration 46Q: 3 clusters Score -271027.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -271031.562500 Penalty: 3869.084229
	Iteration 47Q: 3 clusters Score -271031.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -271034.875000 Penalty: 3869.084229
	Iteration 48Q: 3 clusters Score -271034.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -271039.593750 Penalty: 3869.084229
	Iteration 49Q: 3 clusters Score -271039.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -271043.875000 Penalty: 3869.084229
	Iteration 50Q: 3 clusters Score -271043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -271048.093750 Penalty: 3869.084229
	Iteration 51Q: 3 clusters Score -271048.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -271052.593750 Penalty: 3869.084229
	Iteration 52Q: 3 clusters Score -271052.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -271056.312500 Penalty: 3869.084229
	Iteration 53Q: 3 clusters Score -271056.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -271057.343750 Penalty: 3869.084229
	Iteration 54Q: 3 clusters Score -271057.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -271059.125000 Penalty: 3869.084229
	Iteration 55Q: 3 clusters Score -271059.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -271059.781250 Penalty: 3869.084229
	Iteration 56Q: 3 clusters Score -271059.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -271060.031250 Penalty: 3869.084229
	Iteration 57Q: 3 clusters Score -271060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -271060.468750 Penalty: 3869.084229
	Iteration 58Q: 3 clusters Score -271060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -271060.468750 Penalty: 3869.084229
	Iteration 59F: 3 clusters Score -271060.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152135 members 
Mstep: Class 4 contains 254029 members 
Mstep: Class 5 contains 8166 members 
Mstep: Class 7 contains 19593 members 
Mstep: Class 10 contains 3867 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172303 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 239Q: 13 clusters Score -8.109338e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152138 members 
Mstep: Class 4 contains 254014 members 
Mstep: Class 5 contains 8166 members 
Mstep: Class 7 contains 19594 members 
Mstep: Class 10 contains 3868 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172312 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093336.000000 Penalty: 39986.421875
Iteration 240F: 13 clusters Score -8.109334e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152139 members 
Mstep: Class 4 contains 254004 members 
Mstep: Class 5 contains 8170 members 
Mstep: Class 7 contains 19594 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 12 contains 50234 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172315 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 241Q: 13 clusters Score -8.10934e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152138 members 
Mstep: Class 4 contains 254006 members 
Mstep: Class 5 contains 8173 members 
Mstep: Class 7 contains 19596 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172310 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 242Q: 13 clusters Score -8.109339e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152131 members 
Mstep: Class 4 contains 254008 members 
Mstep: Class 5 contains 8177 members 
Mstep: Class 7 contains 19597 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172307 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 243Q: 13 clusters Score -8.109338e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152130 members 
Mstep: Class 4 contains 254005 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50234 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172303 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 244Q: 13 clusters Score -8.109342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152129 members 
Mstep: Class 4 contains 254003 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 12 contains 50235 members 
Mstep: Class 14 contains 15708 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172303 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093424.000000 Penalty: 39986.421875
Iteration 245Q: 13 clusters Score -8.109342e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152124 members 
Mstep: Class 4 contains 253997 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 12 contains 50236 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172311 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093472.000000 Penalty: 39986.421875
Iteration 246Q: 13 clusters Score -8.109347e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152123 members 
Mstep: Class 4 contains 253992 members 
Mstep: Class 5 contains 8181 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 12 contains 50234 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172317 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 247Q: 13 clusters Score -8.109342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152122 members 
Mstep: Class 4 contains 253983 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 12 contains 50235 members 
Mstep: Class 14 contains 15712 members 
Mstep: Class 16 contains 2285 members 
Mstep: Class 21 contains 172323 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 248Q: 13 clusters Score -8.109342e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152121 members 
Mstep: Class 4 contains 253976 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 12 contains 50234 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 16 contains 2286 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 249Q: 13 clusters Score -8.109345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152132 members 
Mstep: Class 4 contains 253969 members 
Mstep: Class 5 contains 8185 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172323 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 250Q: 13 clusters Score -8.109342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152135 members 
Mstep: Class 4 contains 253966 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 251Q: 13 clusters Score -8.109343e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152132 members 
Mstep: Class 4 contains 253967 members 
Mstep: Class 5 contains 8184 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093424.000000 Penalty: 39986.421875
Iteration 252Q: 13 clusters Score -8.109342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152137 members 
Mstep: Class 4 contains 253967 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 7 contains 19598 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172324 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093456.000000 Penalty: 39986.421875
Iteration 253Q: 13 clusters Score -8.109346e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152135 members 
Mstep: Class 4 contains 253969 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172321 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093424.000000 Penalty: 39986.421875
Iteration 254Q: 13 clusters Score -8.109342e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152132 members 
Mstep: Class 4 contains 253969 members 
Mstep: Class 5 contains 8182 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 255Q: 13 clusters Score -8.10934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152129 members 
Mstep: Class 4 contains 253968 members 
Mstep: Class 5 contains 8183 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 256Q: 13 clusters Score -8.109344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152129 members 
Mstep: Class 4 contains 253967 members 
Mstep: Class 5 contains 8184 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093456.000000 Penalty: 39986.421875
Iteration 257Q: 13 clusters Score -8.109346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152132 members 
Mstep: Class 4 contains 253963 members 
Mstep: Class 5 contains 8186 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172327 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093456.000000 Penalty: 39986.421875
Iteration 258Q: 13 clusters Score -8.109346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152131 members 
Mstep: Class 4 contains 253963 members 
Mstep: Class 5 contains 8189 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 259Q: 13 clusters Score -8.109342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152129 members 
Mstep: Class 4 contains 253964 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172324 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 260F: 13 clusters Score -8.109342e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152127 members 
Mstep: Class 4 contains 253964 members 
Mstep: Class 5 contains 8190 members 
Mstep: Class 7 contains 19599 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172327 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 261Q: 13 clusters Score -8.109345e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152127 members 
Mstep: Class 4 contains 253958 members 
Mstep: Class 5 contains 8191 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172331 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 262Q: 13 clusters Score -8.109343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152126 members 
Mstep: Class 4 contains 253960 members 
Mstep: Class 5 contains 8192 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15716 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093456.000000 Penalty: 39986.421875
Iteration 263Q: 13 clusters Score -8.109346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152124 members 
Mstep: Class 4 contains 253960 members 
Mstep: Class 5 contains 8193 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3875 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15716 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172330 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 264Q: 13 clusters Score -8.109343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152123 members 
Mstep: Class 4 contains 253962 members 
Mstep: Class 5 contains 8194 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15716 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172329 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 265Q: 13 clusters Score -8.109341e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152120 members 
Mstep: Class 4 contains 253964 members 
Mstep: Class 5 contains 8195 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15716 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172331 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 266Q: 13 clusters Score -8.109343e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152118 members 
Mstep: Class 4 contains 253966 members 
Mstep: Class 5 contains 8200 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15717 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 267Q: 13 clusters Score -8.109343e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152116 members 
Mstep: Class 4 contains 253971 members 
Mstep: Class 5 contains 8204 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50231 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172319 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 268Q: 13 clusters Score -8.109343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152115 members 
Mstep: Class 4 contains 253971 members 
Mstep: Class 5 contains 8209 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3869 members 
Mstep: Class 12 contains 50232 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172315 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 269Q: 13 clusters Score -8.109344e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152113 members 
Mstep: Class 4 contains 253970 members 
Mstep: Class 5 contains 8214 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172309 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 270Q: 13 clusters Score -8.109339e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152112 members 
Mstep: Class 4 contains 253968 members 
Mstep: Class 5 contains 8219 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50234 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172306 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 271Q: 13 clusters Score -8.10934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152109 members 
Mstep: Class 4 contains 253966 members 
Mstep: Class 5 contains 8223 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50234 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172307 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 272Q: 13 clusters Score -8.109338e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152106 members 
Mstep: Class 4 contains 253961 members 
Mstep: Class 5 contains 8227 members 
Mstep: Class 7 contains 19600 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50234 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172311 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093360.000000 Penalty: 39986.421875
Iteration 273Q: 13 clusters Score -8.109336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152104 members 
Mstep: Class 4 contains 253964 members 
Mstep: Class 5 contains 8233 members 
Mstep: Class 7 contains 19601 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50233 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172304 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 274Q: 13 clusters Score -8.109341e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152103 members 
Mstep: Class 4 contains 253957 members 
Mstep: Class 5 contains 8235 members 
Mstep: Class 7 contains 19601 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50237 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172306 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 275Q: 13 clusters Score -8.109339e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152097 members 
Mstep: Class 4 contains 253958 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50238 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172306 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 276Q: 13 clusters Score -8.109331e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152094 members 
Mstep: Class 4 contains 253953 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50240 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172310 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093336.000000 Penalty: 39986.421875
Iteration 277Q: 13 clusters Score -8.109334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152088 members 
Mstep: Class 4 contains 253947 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50240 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172322 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093360.000000 Penalty: 39986.421875
Iteration 278Q: 13 clusters Score -8.109336e+07 nChanged 17
Entering ConstructFrom: 
Score: -81093360.000000 Penalty: 39986.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -376352.562500 Penalty: 2007.481567
	Iteration 0F: 2 clusters Score -376352.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -372934.343750 Penalty: 4014.963135
	Iteration 0F: 3 clusters Score -372934.3 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -373605.062500 Penalty: 4014.963135
	Iteration 1F: 3 clusters Score -373605.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -373764.625000 Penalty: 4014.963135
	Iteration 2F: 3 clusters Score -373764.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -373853.062500 Penalty: 4014.963135
	Iteration 3Q: 3 clusters Score -373853.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -373905.312500 Penalty: 4014.963135
	Iteration 4Q: 3 clusters Score -373905.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -373937.750000 Penalty: 4014.963135
	Iteration 5Q: 3 clusters Score -373937.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -373970.343750 Penalty: 4014.963135
	Iteration 6Q: 3 clusters Score -373970.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -373996.531250 Penalty: 4014.963135
	Iteration 7Q: 3 clusters Score -373996.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -374013.281250 Penalty: 4014.963135
	Iteration 8Q: 3 clusters Score -374013.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -374025.843750 Penalty: 4014.963135
	Iteration 9Q: 3 clusters Score -374025.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -374035.375000 Penalty: 4014.963135
	Iteration 10Q: 3 clusters Score -374035.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -374042.375000 Penalty: 4014.963135
	Iteration 11Q: 3 clusters Score -374042.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -374050.875000 Penalty: 4014.963135
	Iteration 12Q: 3 clusters Score -374050.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -374057.625000 Penalty: 4014.963135
	Iteration 13Q: 3 clusters Score -374057.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -374061.843750 Penalty: 4014.963135
	Iteration 14Q: 3 clusters Score -374061.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -374064.718750 Penalty: 4014.963135
	Iteration 15Q: 3 clusters Score -374064.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -374068.312500 Penalty: 4014.963135
	Iteration 16Q: 3 clusters Score -374068.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -374069.468750 Penalty: 4014.963135
	Iteration 17Q: 3 clusters Score -374069.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -374070.468750 Penalty: 4014.963135
	Iteration 18Q: 3 clusters Score -374070.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -374071.843750 Penalty: 4014.963135
	Iteration 19Q: 3 clusters Score -374071.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -374074.562500 Penalty: 4014.963135
	Iteration 20F: 3 clusters Score -374074.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -374075.906250 Penalty: 4014.963135
	Iteration 21Q: 3 clusters Score -374075.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -374078.343750 Penalty: 4014.963135
	Iteration 22Q: 3 clusters Score -374078.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -374079.281250 Penalty: 4014.963135
	Iteration 23Q: 3 clusters Score -374079.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -374081.156250 Penalty: 4014.963135
	Iteration 24Q: 3 clusters Score -374081.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -374082.562500 Penalty: 4014.963135
	Iteration 25Q: 3 clusters Score -374082.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -374085.000000 Penalty: 4014.963135
	Iteration 26Q: 3 clusters Score -374085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -374087.312500 Penalty: 4014.963135
	Iteration 27Q: 3 clusters Score -374087.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -374090.000000 Penalty: 4014.963135
	Iteration 28Q: 3 clusters Score -374090 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -374091.031250 Penalty: 4014.963135
	Iteration 29Q: 3 clusters Score -374091 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -374093.437500 Penalty: 4014.963135
	Iteration 30Q: 3 clusters Score -374093.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -374096.843750 Penalty: 4014.963135
	Iteration 31Q: 3 clusters Score -374096.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -374098.281250 Penalty: 4014.963135
	Iteration 32Q: 3 clusters Score -374098.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -374100.187500 Penalty: 4014.963135
	Iteration 33Q: 3 clusters Score -374100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -374101.250000 Penalty: 4014.963135
	Iteration 34Q: 3 clusters Score -374101.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -374101.031250 Penalty: 4014.963135
	Iteration 35Q: 3 clusters Score -374101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -374101.781250 Penalty: 4014.963135
	Iteration 36Q: 3 clusters Score -374101.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -374102.937500 Penalty: 4014.963135
	Iteration 37Q: 3 clusters Score -374102.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -374103.343750 Penalty: 4014.963135
	Iteration 38Q: 3 clusters Score -374103.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -374103.843750 Penalty: 4014.963135
	Iteration 39Q: 3 clusters Score -374103.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -374106.250000 Penalty: 4014.963135
	Iteration 40F: 3 clusters Score -374106.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -374109.687500 Penalty: 4014.963135
	Iteration 41Q: 3 clusters Score -374109.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -374112.281250 Penalty: 4014.963135
	Iteration 42Q: 3 clusters Score -374112.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -374115.218750 Penalty: 4014.963135
	Iteration 43Q: 3 clusters Score -374115.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -374116.406250 Penalty: 4014.963135
	Iteration 44Q: 3 clusters Score -374116.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -374116.406250 Penalty: 4014.963135
	Iteration 45F: 3 clusters Score -374116.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -35119.992188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -35119.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -33791.914062 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -33791.91 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -33942.605469 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -33942.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -33981.136719 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -33981.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -33997.113281 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -33997.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34004.832031 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -34004.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -34004.832031 Penalty: 2918.127930
	Iteration 5F: 3 clusters Score -34004.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152083 members 
Entering Unmasked Estep 
Score: -18444610.000000 Penalty: 2959.180908
	Iteration 0F: 2 clusters Score -1.844461e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76157 members 
Mstep: Class 2 contains 75926 members 
Entering Unmasked Estep 
Score: -18343400.000000 Penalty: 5918.361816
	Iteration 0F: 3 clusters Score -1.83434e+07 nChanged 72883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78578 members 
Mstep: Class 2 contains 73505 members 
Entering Unmasked Estep 
Score: -18385384.000000 Penalty: 5918.361816
	Iteration 1F: 3 clusters Score -1.838538e+07 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80119 members 
Mstep: Class 2 contains 71964 members 
Entering Unmasked Estep 
Score: -18386466.000000 Penalty: 5918.361816
	Iteration 2Q: 3 clusters Score -1.838647e+07 nChanged 5346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82531 members 
Mstep: Class 2 contains 69552 members 
Entering Unmasked Estep 
Score: -18388244.000000 Penalty: 5918.361816
	Iteration 3Q: 3 clusters Score -1.838824e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86208 members 
Mstep: Class 2 contains 65875 members 
Entering Unmasked Estep 
Score: -18391050.000000 Penalty: 5918.361816
	Iteration 4Q: 3 clusters Score -1.839105e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91621 members 
Mstep: Class 2 contains 60462 members 
Entering Unmasked Estep 
Score: -18395734.000000 Penalty: 5918.361816
	Iteration 5F: 3 clusters Score -1.839573e+07 nChanged 10400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98899 members 
Mstep: Class 2 contains 53184 members 
Entering Unmasked Estep 
Score: -18403336.000000 Penalty: 5918.361816
	Iteration 6F: 3 clusters Score -1.840334e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107064 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -18413912.000000 Penalty: 5918.361816
	Iteration 7F: 3 clusters Score -1.841391e+07 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113686 members 
Mstep: Class 2 contains 38397 members 
Entering Unmasked Estep 
Score: -18423706.000000 Penalty: 5918.361816
	Iteration 8F: 3 clusters Score -1.842371e+07 nChanged 7823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117501 members 
Mstep: Class 2 contains 34582 members 
Entering Unmasked Estep 
Score: -18429536.000000 Penalty: 5918.361816
	Iteration 9F: 3 clusters Score -1.842954e+07 nChanged 4824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119817 members 
Mstep: Class 2 contains 32266 members 
Entering Unmasked Estep 
Score: -18431570.000000 Penalty: 5918.361816
	Iteration 10Q: 3 clusters Score -1.843157e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121799 members 
Mstep: Class 2 contains 30284 members 
Entering Unmasked Estep 
Score: -18432634.000000 Penalty: 5918.361816
	Iteration 11Q: 3 clusters Score -1.843263e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123617 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -18433280.000000 Penalty: 5918.361816
	Iteration 12Q: 3 clusters Score -1.843328e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125389 members 
Mstep: Class 2 contains 26694 members 
Entering Unmasked Estep 
Score: -18433738.000000 Penalty: 5918.361816
	Iteration 13Q: 3 clusters Score -1.843374e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127098 members 
Mstep: Class 2 contains 24985 members 
Entering Unmasked Estep 
Score: -18434340.000000 Penalty: 5918.361816
	Iteration 14Q: 3 clusters Score -1.843434e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128730 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -18434798.000000 Penalty: 5918.361816
	Iteration 15Q: 3 clusters Score -1.84348e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130347 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -18435174.000000 Penalty: 5918.361816
	Iteration 16Q: 3 clusters Score -1.843517e+07 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131933 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -18435666.000000 Penalty: 5918.361816
	Iteration 17Q: 3 clusters Score -1.843567e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133486 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -18436098.000000 Penalty: 5918.361816
	Iteration 18Q: 3 clusters Score -1.84361e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135036 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -18436574.000000 Penalty: 5918.361816
	Iteration 19Q: 3 clusters Score -1.843657e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136523 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -18437020.000000 Penalty: 5918.361816
	Iteration 20F: 3 clusters Score -1.843702e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137904 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -18437628.000000 Penalty: 5918.361816
	Iteration 21Q: 3 clusters Score -1.843763e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139256 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -18438154.000000 Penalty: 5918.361816
	Iteration 22Q: 3 clusters Score -1.843815e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140598 members 
Mstep: Class 2 contains 11485 members 
Entering Unmasked Estep 
Score: -18438618.000000 Penalty: 5918.361816
	Iteration 23Q: 3 clusters Score -1.843862e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141828 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -18439006.000000 Penalty: 5918.361816
	Iteration 24Q: 3 clusters Score -1.843901e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143012 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -18439402.000000 Penalty: 5918.361816
	Iteration 25Q: 3 clusters Score -1.84394e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144098 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -18439772.000000 Penalty: 5918.361816
	Iteration 26Q: 3 clusters Score -1.843977e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145089 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -18440184.000000 Penalty: 5918.361816
	Iteration 27Q: 3 clusters Score -1.844018e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145942 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -18440464.000000 Penalty: 5918.361816
	Iteration 28Q: 3 clusters Score -1.844046e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146663 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -18440740.000000 Penalty: 5918.361816
	Iteration 29Q: 3 clusters Score -1.844074e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147296 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -18441014.000000 Penalty: 5918.361816
	Iteration 30Q: 3 clusters Score -1.844101e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147827 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -18441230.000000 Penalty: 5918.361816
	Iteration 31Q: 3 clusters Score -1.844123e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148285 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -18441400.000000 Penalty: 5918.361816
	Iteration 32Q: 3 clusters Score -1.84414e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148681 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -18441540.000000 Penalty: 5918.361816
	Iteration 33Q: 3 clusters Score -1.844154e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149020 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -18441620.000000 Penalty: 5918.361816
	Iteration 34Q: 3 clusters Score -1.844162e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149331 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -18441712.000000 Penalty: 5918.361816
	Iteration 35Q: 3 clusters Score -1.844171e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149596 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -18441842.000000 Penalty: 5918.361816
	Iteration 36Q: 3 clusters Score -1.844184e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149813 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -18441860.000000 Penalty: 5918.361816
	Iteration 37Q: 3 clusters Score -1.844186e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -18441944.000000 Penalty: 5918.361816
	Iteration 38Q: 3 clusters Score -1.844194e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150169 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -18441998.000000 Penalty: 5918.361816
	Iteration 39Q: 3 clusters Score -1.8442e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150301 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -18442046.000000 Penalty: 5918.361816
	Iteration 40F: 3 clusters Score -1.844205e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -18442040.000000 Penalty: 5918.361816
	Iteration 41Q: 3 clusters Score -1.844204e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150505 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -18442104.000000 Penalty: 5918.361816
	Iteration 42Q: 3 clusters Score -1.84421e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150573 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -18442116.000000 Penalty: 5918.361816
	Iteration 43Q: 3 clusters Score -1.844212e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150628 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -18442122.000000 Penalty: 5918.361816
	Iteration 44Q: 3 clusters Score -1.844212e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -18442124.000000 Penalty: 5918.361816
	Iteration 45Q: 3 clusters Score -1.844212e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150725 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -18442138.000000 Penalty: 5918.361816
	Iteration 46Q: 3 clusters Score -1.844214e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -18442154.000000 Penalty: 5918.361816
	Iteration 47Q: 3 clusters Score -1.844215e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150807 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -18442208.000000 Penalty: 5918.361816
	Iteration 48Q: 3 clusters Score -1.844221e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150846 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -18442216.000000 Penalty: 5918.361816
	Iteration 49Q: 3 clusters Score -1.844222e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150879 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -18442238.000000 Penalty: 5918.361816
	Iteration 50Q: 3 clusters Score -1.844224e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150903 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -18442262.000000 Penalty: 5918.361816
	Iteration 51Q: 3 clusters Score -1.844226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150928 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -18442262.000000 Penalty: 5918.361816
	Iteration 52Q: 3 clusters Score -1.844226e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150953 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -18442250.000000 Penalty: 5918.361816
	Iteration 53Q: 3 clusters Score -1.844225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -18442284.000000 Penalty: 5918.361816
	Iteration 54Q: 3 clusters Score -1.844228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150978 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -18442278.000000 Penalty: 5918.361816
	Iteration 55Q: 3 clusters Score -1.844228e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150985 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -18442286.000000 Penalty: 5918.361816
	Iteration 56Q: 3 clusters Score -1.844229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150997 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -18442290.000000 Penalty: 5918.361816
	Iteration 57Q: 3 clusters Score -1.844229e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151009 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -18442286.000000 Penalty: 5918.361816
	Iteration 58Q: 3 clusters Score -1.844229e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151020 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -18442274.000000 Penalty: 5918.361816
	Iteration 59Q: 3 clusters Score -1.844227e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151028 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -18442282.000000 Penalty: 5918.361816
	Iteration 60F: 3 clusters Score -1.844228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -18442272.000000 Penalty: 5918.361816
	Iteration 61Q: 3 clusters Score -1.844227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151039 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -18442280.000000 Penalty: 5918.361816
	Iteration 62Q: 3 clusters Score -1.844228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151042 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -18442272.000000 Penalty: 5918.361816
	Iteration 63Q: 3 clusters Score -1.844227e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151044 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -18442274.000000 Penalty: 5918.361816
	Iteration 64Q: 3 clusters Score -1.844227e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151047 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -18442276.000000 Penalty: 5918.361816
	Iteration 65Q: 3 clusters Score -1.844228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151049 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -18442274.000000 Penalty: 5918.361816
	Iteration 66Q: 3 clusters Score -1.844227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151054 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -18442258.000000 Penalty: 5918.361816
	Iteration 67Q: 3 clusters Score -1.844226e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151057 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -18442268.000000 Penalty: 5918.361816
	Iteration 68Q: 3 clusters Score -1.844227e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151058 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18442268.000000 Penalty: 5918.361816
	Iteration 69Q: 3 clusters Score -1.844227e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151058 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -18442268.000000 Penalty: 5918.361816
	Iteration 70F: 3 clusters Score -1.844227e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (253945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253945 members 
Entering Unmasked Estep 
Score: -30433014.000000 Penalty: 3086.328369
	Iteration 0F: 2 clusters Score -3.043301e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127560 members 
Mstep: Class 2 contains 126385 members 
Entering Unmasked Estep 
Score: -30268682.000000 Penalty: 6172.656738
	Iteration 0F: 3 clusters Score -3.026868e+07 nChanged 122850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138124 members 
Mstep: Class 2 contains 115821 members 
Entering Unmasked Estep 
Score: -30342510.000000 Penalty: 6172.656738
	Iteration 1F: 3 clusters Score -3.034251e+07 nChanged 8502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144564 members 
Mstep: Class 2 contains 109381 members 
Entering Unmasked Estep 
Score: -30345340.000000 Penalty: 6172.656738
	Iteration 2Q: 3 clusters Score -3.034534e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154331 members 
Mstep: Class 2 contains 99614 members 
Entering Unmasked Estep 
Score: -30350598.000000 Penalty: 6172.656738
	Iteration 3Q: 3 clusters Score -3.03506e+07 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168431 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -30360022.000000 Penalty: 6172.656738
	Iteration 4F: 3 clusters Score -3.036002e+07 nChanged 18669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186596 members 
Mstep: Class 2 contains 67349 members 
Entering Unmasked Estep 
Score: -30374382.000000 Penalty: 6172.656738
	Iteration 5F: 3 clusters Score -3.037438e+07 nChanged 20464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206752 members 
Mstep: Class 2 contains 47193 members 
Entering Unmasked Estep 
Score: -30391828.000000 Penalty: 6172.656738
	Iteration 6F: 3 clusters Score -3.039183e+07 nChanged 17614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224134 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -30406970.000000 Penalty: 6172.656738
	Iteration 7F: 3 clusters Score -3.040697e+07 nChanged 12156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236136 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -30417328.000000 Penalty: 6172.656738
	Iteration 8Q: 3 clusters Score -3.041733e+07 nChanged 7277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243297 members 
Mstep: Class 2 contains 10648 members 
Entering Unmasked Estep 
Score: -30423242.000000 Penalty: 6172.656738
	Iteration 9Q: 3 clusters Score -3.042324e+07 nChanged 4064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247245 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -30426460.000000 Penalty: 6172.656738
	Iteration 10Q: 3 clusters Score -3.042646e+07 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249437 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -30428064.000000 Penalty: 6172.656738
	Iteration 11Q: 3 clusters Score -3.042806e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250651 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -30428946.000000 Penalty: 6172.656738
	Iteration 12Q: 3 clusters Score -3.042895e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251402 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -30429482.000000 Penalty: 6172.656738
	Iteration 13Q: 3 clusters Score -3.042948e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251840 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -30429872.000000 Penalty: 6172.656738
	Iteration 14Q: 3 clusters Score -3.042987e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252121 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -30430072.000000 Penalty: 6172.656738
	Iteration 15Q: 3 clusters Score -3.043007e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252309 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -30430240.000000 Penalty: 6172.656738
	Iteration 16Q: 3 clusters Score -3.043024e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252431 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -30430332.000000 Penalty: 6172.656738
	Iteration 17Q: 3 clusters Score -3.043033e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252519 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -30430406.000000 Penalty: 6172.656738
	Iteration 18Q: 3 clusters Score -3.043041e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252568 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -30430422.000000 Penalty: 6172.656738
	Iteration 19Q: 3 clusters Score -3.043042e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252626 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -30430462.000000 Penalty: 6172.656738
	Iteration 20F: 3 clusters Score -3.043046e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252678 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -30430514.000000 Penalty: 6172.656738
	Iteration 21Q: 3 clusters Score -3.043051e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252703 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -30430540.000000 Penalty: 6172.656738
	Iteration 22Q: 3 clusters Score -3.043054e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252721 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -30430558.000000 Penalty: 6172.656738
	Iteration 23Q: 3 clusters Score -3.043056e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252743 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -30430592.000000 Penalty: 6172.656738
	Iteration 24Q: 3 clusters Score -3.043059e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252757 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -30430618.000000 Penalty: 6172.656738
	Iteration 25Q: 3 clusters Score -3.043062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252768 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -30430634.000000 Penalty: 6172.656738
	Iteration 26Q: 3 clusters Score -3.043063e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252778 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -30430628.000000 Penalty: 6172.656738
	Iteration 27Q: 3 clusters Score -3.043063e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252800 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -30430662.000000 Penalty: 6172.656738
	Iteration 28Q: 3 clusters Score -3.043066e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252816 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -30430698.000000 Penalty: 6172.656738
	Iteration 29Q: 3 clusters Score -3.04307e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252818 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -30430688.000000 Penalty: 6172.656738
	Iteration 30Q: 3 clusters Score -3.043069e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252825 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -30430714.000000 Penalty: 6172.656738
	Iteration 31Q: 3 clusters Score -3.043071e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252826 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -30430748.000000 Penalty: 6172.656738
	Iteration 32Q: 3 clusters Score -3.043075e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252830 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -30430736.000000 Penalty: 6172.656738
	Iteration 33Q: 3 clusters Score -3.043074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252839 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -30430768.000000 Penalty: 6172.656738
	Iteration 34Q: 3 clusters Score -3.043077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252840 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -30430784.000000 Penalty: 6172.656738
	Iteration 35Q: 3 clusters Score -3.043078e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252850 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -30430798.000000 Penalty: 6172.656738
	Iteration 36Q: 3 clusters Score -3.04308e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252858 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -30430814.000000 Penalty: 6172.656738
	Iteration 37Q: 3 clusters Score -3.043081e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252861 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -30430792.000000 Penalty: 6172.656738
	Iteration 38Q: 3 clusters Score -3.043079e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252850 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -30430784.000000 Penalty: 6172.656738
	Iteration 39Q: 3 clusters Score -3.043078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252847 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -30430782.000000 Penalty: 6172.656738
	Iteration 40F: 3 clusters Score -3.043078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252853 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -30430820.000000 Penalty: 6172.656738
	Iteration 41Q: 3 clusters Score -3.043082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252855 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -30430830.000000 Penalty: 6172.656738
	Iteration 42Q: 3 clusters Score -3.043083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252854 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -30430818.000000 Penalty: 6172.656738
	Iteration 43Q: 3 clusters Score -3.043082e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252855 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -30430816.000000 Penalty: 6172.656738
	Iteration 44Q: 3 clusters Score -3.043082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252855 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -30430816.000000 Penalty: 6172.656738
	Iteration 45F: 3 clusters Score -3.043082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8238 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Entering Unmasked Estep 
Score: -988580.687500 Penalty: 2236.095215
	Iteration 0F: 2 clusters Score -988580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -982002.437500 Penalty: 4472.190430
	Iteration 0F: 3 clusters Score -982002.4 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -983787.437500 Penalty: 4472.190430
	Iteration 1F: 3 clusters Score -983787.4 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -984103.812500 Penalty: 4472.190430
	Iteration 2F: 3 clusters Score -984103.8 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -984338.812500 Penalty: 4472.190430
	Iteration 3F: 3 clusters Score -984338.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -984554.312500 Penalty: 4472.190430
	Iteration 4Q: 3 clusters Score -984554.3 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -984811.562500 Penalty: 4472.190430
	Iteration 5Q: 3 clusters Score -984811.6 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -985133.937500 Penalty: 4472.190430
	Iteration 6Q: 3 clusters Score -985133.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -985521.937500 Penalty: 4472.190430
	Iteration 7F: 3 clusters Score -985521.9 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -985893.187500 Penalty: 4472.190430
	Iteration 8F: 3 clusters Score -985893.2 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -986214.750000 Penalty: 4472.190430
	Iteration 9Q: 3 clusters Score -986214.8 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -986518.500000 Penalty: 4472.190430
	Iteration 10Q: 3 clusters Score -986518.5 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -986747.687500 Penalty: 4472.190430
	Iteration 11Q: 3 clusters Score -986747.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -986894.812500 Penalty: 4472.190430
	Iteration 12Q: 3 clusters Score -986894.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -987015.562500 Penalty: 4472.190430
	Iteration 13Q: 3 clusters Score -987015.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -987098.625000 Penalty: 4472.190430
	Iteration 14Q: 3 clusters Score -987098.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
Score: -987160.000000 Penalty: 4472.190430
	Iteration 15Q: 3 clusters Score -987160 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -987213.437500 Penalty: 4472.190430
	Iteration 16Q: 3 clusters Score -987213.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -987261.437500 Penalty: 4472.190430
	Iteration 17Q: 3 clusters Score -987261.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -987303.125000 Penalty: 4472.190430
	Iteration 18Q: 3 clusters Score -987303.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -987330.625000 Penalty: 4472.190430
	Iteration 19Q: 3 clusters Score -987330.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -987346.375000 Penalty: 4472.190430
	Iteration 20F: 3 clusters Score -987346.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -987360.687500 Penalty: 4472.190430
	Iteration 21Q: 3 clusters Score -987360.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -987366.125000 Penalty: 4472.190430
	Iteration 22Q: 3 clusters Score -987366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -987369.625000 Penalty: 4472.190430
	Iteration 23Q: 3 clusters Score -987369.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -987371.625000 Penalty: 4472.190430
	Iteration 24Q: 3 clusters Score -987371.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -987374.687500 Penalty: 4472.190430
	Iteration 25Q: 3 clusters Score -987374.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -987376.062500 Penalty: 4472.190430
	Iteration 26Q: 3 clusters Score -987376.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -987379.062500 Penalty: 4472.190430
	Iteration 27Q: 3 clusters Score -987379.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -987381.062500 Penalty: 4472.190430
	Iteration 28Q: 3 clusters Score -987381.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -987381.875000 Penalty: 4472.190430
	Iteration 29Q: 3 clusters Score -987381.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -987381.625000 Penalty: 4472.190430
	Iteration 30Q: 3 clusters Score -987381.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -987382.312500 Penalty: 4472.190430
	Iteration 31Q: 3 clusters Score -987382.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -987382.312500 Penalty: 4472.190430
	Iteration 32F: 3 clusters Score -987382.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19604 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Entering Unmasked Estep 
Score: -2365712.250000 Penalty: 2451.105225
	Iteration 0F: 2 clusters Score -2365712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2351897.500000 Penalty: 4902.210449
	Iteration 0F: 3 clusters Score -2351898 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -2356389.500000 Penalty: 4902.210449
	Iteration 1F: 3 clusters Score -2356390 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2356816.750000 Penalty: 4902.210449
	Iteration 2F: 3 clusters Score -2356817 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2357182.250000 Penalty: 4902.210449
	Iteration 3Q: 3 clusters Score -2357182 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2357611.750000 Penalty: 4902.210449
	Iteration 4Q: 3 clusters Score -2357612 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -2358188.250000 Penalty: 4902.210449
	Iteration 5F: 3 clusters Score -2358188 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2358992.750000 Penalty: 4902.210449
	Iteration 6F: 3 clusters Score -2358993 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2359995.250000 Penalty: 4902.210449
	Iteration 7F: 3 clusters Score -2359995 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -2361032.750000 Penalty: 4902.210449
	Iteration 8F: 3 clusters Score -2361033 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2361970.750000 Penalty: 4902.210449
	Iteration 9F: 3 clusters Score -2361971 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2362714.750000 Penalty: 4902.210449
	Iteration 10Q: 3 clusters Score -2362715 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2363193.000000 Penalty: 4902.210449
	Iteration 11Q: 3 clusters Score -2363193 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18474 members 
Entering Unmasked Estep 
Score: -2363452.000000 Penalty: 4902.210449
	Iteration 12Q: 3 clusters Score -2363452 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -2363602.750000 Penalty: 4902.210449
	Iteration 13Q: 3 clusters Score -2363603 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2363703.500000 Penalty: 4902.210449
	Iteration 14Q: 3 clusters Score -2363704 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -2363773.750000 Penalty: 4902.210449
	Iteration 15Q: 3 clusters Score -2363774 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2363804.500000 Penalty: 4902.210449
	Iteration 16Q: 3 clusters Score -2363804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2363824.500000 Penalty: 4902.210449
	Iteration 17Q: 3 clusters Score -2363824 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2363848.250000 Penalty: 4902.210449
	Iteration 18Q: 3 clusters Score -2363848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2363862.250000 Penalty: 4902.210449
	Iteration 19Q: 3 clusters Score -2363862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2363867.000000 Penalty: 4902.210449
	Iteration 20F: 3 clusters Score -2363867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -2363868.500000 Penalty: 4902.210449
	Iteration 21Q: 3 clusters Score -2363868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2363868.750000 Penalty: 4902.210449
	Iteration 22Q: 3 clusters Score -2363869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2363868.000000 Penalty: 4902.210449
	Iteration 23Q: 3 clusters Score -2363868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2363871.000000 Penalty: 4902.210449
	Iteration 24Q: 3 clusters Score -2363871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2363871.000000 Penalty: 4902.210449
	Iteration 25F: 3 clusters Score -2363871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -477327.718750 Penalty: 2048.794678
	Iteration 0F: 2 clusters Score -477327.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -473531.281250 Penalty: 4097.589355
	Iteration 0F: 3 clusters Score -473531.3 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -474338.125000 Penalty: 4097.589355
	Iteration 1F: 3 clusters Score -474338.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -474516.031250 Penalty: 4097.589355
	Iteration 2F: 3 clusters Score -474516 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -474618.156250 Penalty: 4097.589355
	Iteration 3Q: 3 clusters Score -474618.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -474674.750000 Penalty: 4097.589355
	Iteration 4Q: 3 clusters Score -474674.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -474718.656250 Penalty: 4097.589355
	Iteration 5Q: 3 clusters Score -474718.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -474746.718750 Penalty: 4097.589355
	Iteration 6Q: 3 clusters Score -474746.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -474769.750000 Penalty: 4097.589355
	Iteration 7Q: 3 clusters Score -474769.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -474785.312500 Penalty: 4097.589355
	Iteration 8Q: 3 clusters Score -474785.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -474797.750000 Penalty: 4097.589355
	Iteration 9Q: 3 clusters Score -474797.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -474807.750000 Penalty: 4097.589355
	Iteration 10Q: 3 clusters Score -474807.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -474818.062500 Penalty: 4097.589355
	Iteration 11Q: 3 clusters Score -474818.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -474831.875000 Penalty: 4097.589355
	Iteration 12Q: 3 clusters Score -474831.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -474844.437500 Penalty: 4097.589355
	Iteration 13Q: 3 clusters Score -474844.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -474856.000000 Penalty: 4097.589355
	Iteration 14Q: 3 clusters Score -474856 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -474863.968750 Penalty: 4097.589355
	Iteration 15Q: 3 clusters Score -474864 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -474871.468750 Penalty: 4097.589355
	Iteration 16Q: 3 clusters Score -474871.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -474875.031250 Penalty: 4097.589355
	Iteration 17Q: 3 clusters Score -474875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -474878.343750 Penalty: 4097.589355
	Iteration 18Q: 3 clusters Score -474878.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -474881.250000 Penalty: 4097.589355
	Iteration 19Q: 3 clusters Score -474881.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -474885.875000 Penalty: 4097.589355
	Iteration 20F: 3 clusters Score -474885.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -474890.250000 Penalty: 4097.589355
	Iteration 21Q: 3 clusters Score -474890.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -474893.937500 Penalty: 4097.589355
	Iteration 22Q: 3 clusters Score -474893.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -474898.125000 Penalty: 4097.589355
	Iteration 23Q: 3 clusters Score -474898.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -474901.312500 Penalty: 4097.589355
	Iteration 24Q: 3 clusters Score -474901.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -474904.062500 Penalty: 4097.589355
	Iteration 25Q: 3 clusters Score -474904.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -474908.656250 Penalty: 4097.589355
	Iteration 26Q: 3 clusters Score -474908.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -474911.875000 Penalty: 4097.589355
	Iteration 27Q: 3 clusters Score -474911.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -474915.468750 Penalty: 4097.589355
	Iteration 28Q: 3 clusters Score -474915.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -474916.375000 Penalty: 4097.589355
	Iteration 29Q: 3 clusters Score -474916.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -474916.375000 Penalty: 4097.589355
	Iteration 30F: 3 clusters Score -474916.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50241 members 
Entering Unmasked Estep 
Score: -5884075.000000 Penalty: 2684.497559
	Iteration 0F: 2 clusters Score -5884075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -5850254.000000 Penalty: 5368.995117
	Iteration 0F: 3 clusters Score -5850254 nChanged 23131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -5862966.500000 Penalty: 5368.995117
	Iteration 1F: 3 clusters Score -5862966 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 24552 members 
Entering Unmasked Estep 
Score: -5863633.500000 Penalty: 5368.995117
	Iteration 2Q: 3 clusters Score -5863634 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -5864301.000000 Penalty: 5368.995117
	Iteration 3Q: 3 clusters Score -5864301 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 23604 members 
Entering Unmasked Estep 
Score: -5865119.500000 Penalty: 5368.995117
	Iteration 4Q: 3 clusters Score -5865120 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27425 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -5866191.500000 Penalty: 5368.995117
	Iteration 5Q: 3 clusters Score -5866192 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -5867458.500000 Penalty: 5368.995117
	Iteration 6F: 3 clusters Score -5867458 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
Score: -5868926.500000 Penalty: 5368.995117
	Iteration 7F: 3 clusters Score -5868926 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -5870388.000000 Penalty: 5368.995117
	Iteration 8F: 3 clusters Score -5870388 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -5871780.500000 Penalty: 5368.995117
	Iteration 9F: 3 clusters Score -5871780 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -5872827.000000 Penalty: 5368.995117
	Iteration 10Q: 3 clusters Score -5872827 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35288 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -5873507.500000 Penalty: 5368.995117
	Iteration 11Q: 3 clusters Score -5873508 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35914 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -5873932.000000 Penalty: 5368.995117
	Iteration 12Q: 3 clusters Score -5873932 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -5874117.500000 Penalty: 5368.995117
	Iteration 13Q: 3 clusters Score -5874118 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36710 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -5874288.000000 Penalty: 5368.995117
	Iteration 14Q: 3 clusters Score -5874288 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37085 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -5874366.500000 Penalty: 5368.995117
	Iteration 15Q: 3 clusters Score -5874366 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -5874409.000000 Penalty: 5368.995117
	Iteration 16Q: 3 clusters Score -5874409 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37697 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -5874417.500000 Penalty: 5368.995117
	Iteration 17Q: 3 clusters Score -5874418 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -5874442.000000 Penalty: 5368.995117
	Iteration 18Q: 3 clusters Score -5874442 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -5874455.000000 Penalty: 5368.995117
	Iteration 19Q: 3 clusters Score -5874455 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -5874535.000000 Penalty: 5368.995117
	Iteration 20F: 3 clusters Score -5874535 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -5874608.000000 Penalty: 5368.995117
	Iteration 21Q: 3 clusters Score -5874608 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39151 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -5874675.500000 Penalty: 5368.995117
	Iteration 22Q: 3 clusters Score -5874676 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -5874757.500000 Penalty: 5368.995117
	Iteration 23Q: 3 clusters Score -5874758 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39942 members 
Mstep: Class 2 contains 10299 members 
Entering Unmasked Estep 
Score: -5874833.000000 Penalty: 5368.995117
	Iteration 24Q: 3 clusters Score -5874833 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -5874969.500000 Penalty: 5368.995117
	Iteration 25Q: 3 clusters Score -5874970 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41078 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -5875133.500000 Penalty: 5368.995117
	Iteration 26Q: 3 clusters Score -5875134 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -5875360.000000 Penalty: 5368.995117
	Iteration 27Q: 3 clusters Score -5875360 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -5875727.500000 Penalty: 5368.995117
	Iteration 28Q: 3 clusters Score -5875728 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43553 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -5876202.500000 Penalty: 5368.995117
	Iteration 29Q: 3 clusters Score -5876202 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44661 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -5876923.500000 Penalty: 5368.995117
	Iteration 30Q: 3 clusters Score -5876924 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -5878037.500000 Penalty: 5368.995117
	Iteration 31Q: 3 clusters Score -5878038 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47287 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -5879371.000000 Penalty: 5368.995117
	Iteration 32Q: 3 clusters Score -5879371 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48442 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5880534.500000 Penalty: 5368.995117
	Iteration 33Q: 3 clusters Score -5880534 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49076 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5881131.000000 Penalty: 5368.995117
	Iteration 34Q: 3 clusters Score -5881131 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49383 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5881436.000000 Penalty: 5368.995117
	Iteration 35Q: 3 clusters Score -5881436 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49513 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5881612.000000 Penalty: 5368.995117
	Iteration 36Q: 3 clusters Score -5881612 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5881727.000000 Penalty: 5368.995117
	Iteration 37Q: 3 clusters Score -5881727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49639 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5881836.000000 Penalty: 5368.995117
	Iteration 38Q: 3 clusters Score -5881836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5881901.500000 Penalty: 5368.995117
	Iteration 39Q: 3 clusters Score -5881902 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49688 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -5882013.000000 Penalty: 5368.995117
	Iteration 40F: 3 clusters Score -5882013 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5882100.500000 Penalty: 5368.995117
	Iteration 41Q: 3 clusters Score -5882100 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5882144.500000 Penalty: 5368.995117
	Iteration 42Q: 3 clusters Score -5882144 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49799 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5882163.000000 Penalty: 5368.995117
	Iteration 43Q: 3 clusters Score -5882163 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5882188.000000 Penalty: 5368.995117
	Iteration 44Q: 3 clusters Score -5882188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5882195.500000 Penalty: 5368.995117
	Iteration 45Q: 3 clusters Score -5882196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49818 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -5882191.000000 Penalty: 5368.995117
	Iteration 46Q: 3 clusters Score -5882191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5882199.500000 Penalty: 5368.995117
	Iteration 47Q: 3 clusters Score -5882200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49819 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -5882199.500000 Penalty: 5368.995117
	Iteration 48F: 3 clusters Score -5882200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Entering Unmasked Estep 
Score: -1940353.125000 Penalty: 2396.346924
	Iteration 0F: 2 clusters Score -1940353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1929024.000000 Penalty: 4792.693848
	Iteration 0F: 3 clusters Score -1929024 nChanged 6794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1932556.250000 Penalty: 4792.693848
	Iteration 1F: 3 clusters Score -1932556 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1932854.500000 Penalty: 4792.693848
	Iteration 2F: 3 clusters Score -1932854 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1933070.625000 Penalty: 4792.693848
	Iteration 3Q: 3 clusters Score -1933071 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1933274.250000 Penalty: 4792.693848
	Iteration 4Q: 3 clusters Score -1933274 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1933475.875000 Penalty: 4792.693848
	Iteration 5Q: 3 clusters Score -1933476 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1933698.625000 Penalty: 4792.693848
	Iteration 6Q: 3 clusters Score -1933699 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1933930.500000 Penalty: 4792.693848
	Iteration 7Q: 3 clusters Score -1933930 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1934227.875000 Penalty: 4792.693848
	Iteration 8Q: 3 clusters Score -1934228 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1934599.375000 Penalty: 4792.693848
	Iteration 9Q: 3 clusters Score -1934599 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1935047.750000 Penalty: 4792.693848
	Iteration 10Q: 3 clusters Score -1935048 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1935617.125000 Penalty: 4792.693848
	Iteration 11F: 3 clusters Score -1935617 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1936270.875000 Penalty: 4792.693848
	Iteration 12Q: 3 clusters Score -1936271 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1936916.250000 Penalty: 4792.693848
	Iteration 13Q: 3 clusters Score -1936916 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1937268.250000 Penalty: 4792.693848
	Iteration 14Q: 3 clusters Score -1937268 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1937466.625000 Penalty: 4792.693848
	Iteration 15Q: 3 clusters Score -1937467 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1937581.375000 Penalty: 4792.693848
	Iteration 16Q: 3 clusters Score -1937581 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1937652.875000 Penalty: 4792.693848
	Iteration 17Q: 3 clusters Score -1937653 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -1937724.250000 Penalty: 4792.693848
	Iteration 18Q: 3 clusters Score -1937724 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1937765.250000 Penalty: 4792.693848
	Iteration 19Q: 3 clusters Score -1937765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1937810.000000 Penalty: 4792.693848
	Iteration 20F: 3 clusters Score -1937810 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1937841.375000 Penalty: 4792.693848
	Iteration 21Q: 3 clusters Score -1937841 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13291 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -1937876.125000 Penalty: 4792.693848
	Iteration 22Q: 3 clusters Score -1937876 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1937897.375000 Penalty: 4792.693848
	Iteration 23Q: 3 clusters Score -1937897 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13411 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1937918.875000 Penalty: 4792.693848
	Iteration 24Q: 3 clusters Score -1937919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1937940.125000 Penalty: 4792.693848
	Iteration 25Q: 3 clusters Score -1937940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1937948.250000 Penalty: 4792.693848
	Iteration 26Q: 3 clusters Score -1937948 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1937953.625000 Penalty: 4792.693848
	Iteration 27Q: 3 clusters Score -1937954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1937962.750000 Penalty: 4792.693848
	Iteration 28Q: 3 clusters Score -1937963 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1937976.000000 Penalty: 4792.693848
	Iteration 29Q: 3 clusters Score -1937976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13627 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1937976.000000 Penalty: 4792.693848
	Iteration 30Q: 3 clusters Score -1937976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1937985.125000 Penalty: 4792.693848
	Iteration 31Q: 3 clusters Score -1937985 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13675 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1937993.000000 Penalty: 4792.693848
	Iteration 32Q: 3 clusters Score -1937993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1938010.250000 Penalty: 4792.693848
	Iteration 33Q: 3 clusters Score -1938010 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13742 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1938023.125000 Penalty: 4792.693848
	Iteration 34Q: 3 clusters Score -1938023 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1938033.125000 Penalty: 4792.693848
	Iteration 35Q: 3 clusters Score -1938033 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1938032.500000 Penalty: 4792.693848
	Iteration 36Q: 3 clusters Score -1938032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1938037.875000 Penalty: 4792.693848
	Iteration 37Q: 3 clusters Score -1938038 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1938042.000000 Penalty: 4792.693848
	Iteration 38Q: 3 clusters Score -1938042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1938042.375000 Penalty: 4792.693848
	Iteration 39Q: 3 clusters Score -1938042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1938044.000000 Penalty: 4792.693848
	Iteration 40F: 3 clusters Score -1938044 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1938042.625000 Penalty: 4792.693848
	Iteration 41Q: 3 clusters Score -1938043 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1938044.125000 Penalty: 4792.693848
	Iteration 42Q: 3 clusters Score -1938044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1938050.625000 Penalty: 4792.693848
	Iteration 43Q: 3 clusters Score -1938051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1938051.375000 Penalty: 4792.693848
	Iteration 44Q: 3 clusters Score -1938051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1938054.500000 Penalty: 4792.693848
	Iteration 45Q: 3 clusters Score -1938054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1938050.375000 Penalty: 4792.693848
	Iteration 46Q: 3 clusters Score -1938050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1938054.500000 Penalty: 4792.693848
	Iteration 47Q: 3 clusters Score -1938054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1938057.250000 Penalty: 4792.693848
	Iteration 48Q: 3 clusters Score -1938057 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1938061.375000 Penalty: 4792.693848
	Iteration 49Q: 3 clusters Score -1938061 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1938059.375000 Penalty: 4792.693848
	Iteration 50Q: 3 clusters Score -1938059 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1938059.375000 Penalty: 4792.693848
	Iteration 51F: 3 clusters Score -1938059 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2289 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Entering Unmasked Estep 
Score: -269222.156250 Penalty: 1918.495850
	Iteration 0F: 2 clusters Score -269222.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -266433.500000 Penalty: 3836.991699
	Iteration 0F: 3 clusters Score -266433.5 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -266904.000000 Penalty: 3836.991699
	Iteration 1F: 3 clusters Score -266904 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -267019.750000 Penalty: 3836.991699
	Iteration 2F: 3 clusters Score -267019.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -267073.468750 Penalty: 3836.991699
	Iteration 3Q: 3 clusters Score -267073.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -267104.343750 Penalty: 3836.991699
	Iteration 4Q: 3 clusters Score -267104.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -267129.625000 Penalty: 3836.991699
	Iteration 5Q: 3 clusters Score -267129.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -267148.625000 Penalty: 3836.991699
	Iteration 6Q: 3 clusters Score -267148.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -267169.437500 Penalty: 3836.991699
	Iteration 7Q: 3 clusters Score -267169.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -267182.406250 Penalty: 3836.991699
	Iteration 8Q: 3 clusters Score -267182.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -267198.593750 Penalty: 3836.991699
	Iteration 9Q: 3 clusters Score -267198.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -267213.750000 Penalty: 3836.991699
	Iteration 10Q: 3 clusters Score -267213.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -267228.750000 Penalty: 3836.991699
	Iteration 11Q: 3 clusters Score -267228.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -267239.968750 Penalty: 3836.991699
	Iteration 12Q: 3 clusters Score -267240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -267246.593750 Penalty: 3836.991699
	Iteration 13Q: 3 clusters Score -267246.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -267251.375000 Penalty: 3836.991699
	Iteration 14Q: 3 clusters Score -267251.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -267256.312500 Penalty: 3836.991699
	Iteration 15Q: 3 clusters Score -267256.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -267259.906250 Penalty: 3836.991699
	Iteration 16Q: 3 clusters Score -267259.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -267263.156250 Penalty: 3836.991699
	Iteration 17Q: 3 clusters Score -267263.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -267264.093750 Penalty: 3836.991699
	Iteration 18Q: 3 clusters Score -267264.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -267266.437500 Penalty: 3836.991699
	Iteration 19Q: 3 clusters Score -267266.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -267268.875000 Penalty: 3836.991699
	Iteration 20F: 3 clusters Score -267268.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -267270.437500 Penalty: 3836.991699
	Iteration 21Q: 3 clusters Score -267270.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -267273.937500 Penalty: 3836.991699
	Iteration 22Q: 3 clusters Score -267273.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -267278.343750 Penalty: 3836.991699
	Iteration 23Q: 3 clusters Score -267278.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -267279.343750 Penalty: 3836.991699
	Iteration 24Q: 3 clusters Score -267279.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -267280.218750 Penalty: 3836.991699
	Iteration 25Q: 3 clusters Score -267280.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -267281.062500 Penalty: 3836.991699
	Iteration 26Q: 3 clusters Score -267281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -267281.125000 Penalty: 3836.991699
	Iteration 27Q: 3 clusters Score -267281.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -267281.968750 Penalty: 3836.991699
	Iteration 28Q: 3 clusters Score -267282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -267282.312500 Penalty: 3836.991699
	Iteration 29Q: 3 clusters Score -267282.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -267282.406250 Penalty: 3836.991699
	Iteration 30Q: 3 clusters Score -267282.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -267282.406250 Penalty: 3836.991699
	Iteration 31F: 3 clusters Score -267282.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172328 members 
Entering Unmasked Estep 
Score: -20708636.000000 Penalty: 2990.174316
	Iteration 0F: 2 clusters Score -2.070864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86270 members 
Mstep: Class 2 contains 86058 members 
Entering Unmasked Estep 
Score: -20595966.000000 Penalty: 5980.348633
	Iteration 0F: 3 clusters Score -2.059597e+07 nChanged 82869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87243 members 
Mstep: Class 2 contains 85085 members 
Entering Unmasked Estep 
Score: -20644868.000000 Penalty: 5980.348633
	Iteration 1F: 3 clusters Score -2.064487e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88121 members 
Mstep: Class 2 contains 84207 members 
Entering Unmasked Estep 
Score: -20646228.000000 Penalty: 5980.348633
	Iteration 2Q: 3 clusters Score -2.064623e+07 nChanged 5971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89534 members 
Mstep: Class 2 contains 82794 members 
Entering Unmasked Estep 
Score: -20647996.000000 Penalty: 5980.348633
	Iteration 3Q: 3 clusters Score -2.0648e+07 nChanged 6670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91396 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -20650080.000000 Penalty: 5980.348633
	Iteration 4Q: 3 clusters Score -2.065008e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94028 members 
Mstep: Class 2 contains 78300 members 
Entering Unmasked Estep 
Score: -20653476.000000 Penalty: 5980.348633
	Iteration 5Q: 3 clusters Score -2.065348e+07 nChanged 8993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97627 members 
Mstep: Class 2 contains 74701 members 
Entering Unmasked Estep 
Score: -20658026.000000 Penalty: 5980.348633
	Iteration 6F: 3 clusters Score -2.065803e+07 nChanged 10359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102230 members 
Mstep: Class 2 contains 70098 members 
Entering Unmasked Estep 
Score: -20665052.000000 Penalty: 5980.348633
	Iteration 7F: 3 clusters Score -2.066505e+07 nChanged 11154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107142 members 
Mstep: Class 2 contains 65186 members 
Entering Unmasked Estep 
Score: -20673374.000000 Penalty: 5980.348633
	Iteration 8F: 3 clusters Score -2.067337e+07 nChanged 10686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111308 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -20681094.000000 Penalty: 5980.348633
	Iteration 9F: 3 clusters Score -2.068109e+07 nChanged 8825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114311 members 
Mstep: Class 2 contains 58017 members 
Entering Unmasked Estep 
Score: -20686194.000000 Penalty: 5980.348633
	Iteration 10F: 3 clusters Score -2.068619e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116864 members 
Mstep: Class 2 contains 55464 members 
Entering Unmasked Estep 
Score: -20689372.000000 Penalty: 5980.348633
	Iteration 11Q: 3 clusters Score -2.068937e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119256 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -20691546.000000 Penalty: 5980.348633
	Iteration 12Q: 3 clusters Score -2.069155e+07 nChanged 4005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121647 members 
Mstep: Class 2 contains 50681 members 
Entering Unmasked Estep 
Score: -20693808.000000 Penalty: 5980.348633
	Iteration 13Q: 3 clusters Score -2.069381e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124007 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -20696678.000000 Penalty: 5980.348633
	Iteration 14Q: 3 clusters Score -2.069668e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126138 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -20699256.000000 Penalty: 5980.348633
	Iteration 15Q: 3 clusters Score -2.069926e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -20701368.000000 Penalty: 5980.348633
	Iteration 16Q: 3 clusters Score -2.070137e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129342 members 
Mstep: Class 2 contains 42986 members 
Entering Unmasked Estep 
Score: -20703056.000000 Penalty: 5980.348633
	Iteration 17Q: 3 clusters Score -2.070306e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130549 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -20704106.000000 Penalty: 5980.348633
	Iteration 18Q: 3 clusters Score -2.070411e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131548 members 
Mstep: Class 2 contains 40780 members 
Entering Unmasked Estep 
Score: -20704762.000000 Penalty: 5980.348633
	Iteration 19Q: 3 clusters Score -2.070476e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132501 members 
Mstep: Class 2 contains 39827 members 
Entering Unmasked Estep 
Score: -20705244.000000 Penalty: 5980.348633
	Iteration 20F: 3 clusters Score -2.070524e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133378 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -20705488.000000 Penalty: 5980.348633
	Iteration 21Q: 3 clusters Score -2.070549e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134229 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -20705650.000000 Penalty: 5980.348633
	Iteration 22Q: 3 clusters Score -2.070565e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135063 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -20705852.000000 Penalty: 5980.348633
	Iteration 23Q: 3 clusters Score -2.070585e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135841 members 
Mstep: Class 2 contains 36487 members 
Entering Unmasked Estep 
Score: -20706068.000000 Penalty: 5980.348633
	Iteration 24Q: 3 clusters Score -2.070607e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136583 members 
Mstep: Class 2 contains 35745 members 
Entering Unmasked Estep 
Score: -20706184.000000 Penalty: 5980.348633
	Iteration 25Q: 3 clusters Score -2.070618e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137279 members 
Mstep: Class 2 contains 35049 members 
Entering Unmasked Estep 
Score: -20706430.000000 Penalty: 5980.348633
	Iteration 26Q: 3 clusters Score -2.070643e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137968 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -20706588.000000 Penalty: 5980.348633
	Iteration 27Q: 3 clusters Score -2.070659e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138616 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -20706652.000000 Penalty: 5980.348633
	Iteration 28Q: 3 clusters Score -2.070665e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139241 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -20706782.000000 Penalty: 5980.348633
	Iteration 29Q: 3 clusters Score -2.070678e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139873 members 
Mstep: Class 2 contains 32455 members 
Entering Unmasked Estep 
Score: -20706936.000000 Penalty: 5980.348633
	Iteration 30Q: 3 clusters Score -2.070694e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140491 members 
Mstep: Class 2 contains 31837 members 
Entering Unmasked Estep 
Score: -20707008.000000 Penalty: 5980.348633
	Iteration 31Q: 3 clusters Score -2.070701e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141065 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -20707110.000000 Penalty: 5980.348633
	Iteration 32Q: 3 clusters Score -2.070711e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141611 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -20707150.000000 Penalty: 5980.348633
	Iteration 33Q: 3 clusters Score -2.070715e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142141 members 
Mstep: Class 2 contains 30187 members 
Entering Unmasked Estep 
Score: -20707134.000000 Penalty: 5980.348633
	Iteration 34Q: 3 clusters Score -2.070713e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142659 members 
Mstep: Class 2 contains 29669 members 
Entering Unmasked Estep 
Score: -20707198.000000 Penalty: 5980.348633
	Iteration 35Q: 3 clusters Score -2.07072e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143163 members 
Mstep: Class 2 contains 29165 members 
Entering Unmasked Estep 
Score: -20707250.000000 Penalty: 5980.348633
	Iteration 36Q: 3 clusters Score -2.070725e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143636 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -20707212.000000 Penalty: 5980.348633
	Iteration 37Q: 3 clusters Score -2.070721e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144078 members 
Mstep: Class 2 contains 28250 members 
Entering Unmasked Estep 
Score: -20707240.000000 Penalty: 5980.348633
	Iteration 38Q: 3 clusters Score -2.070724e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144515 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -20707318.000000 Penalty: 5980.348633
	Iteration 39Q: 3 clusters Score -2.070732e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144973 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -20707350.000000 Penalty: 5980.348633
	Iteration 40F: 3 clusters Score -2.070735e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145421 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -20707434.000000 Penalty: 5980.348633
	Iteration 41Q: 3 clusters Score -2.070743e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145836 members 
Mstep: Class 2 contains 26492 members 
Entering Unmasked Estep 
Score: -20707482.000000 Penalty: 5980.348633
	Iteration 42Q: 3 clusters Score -2.070748e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146191 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -20707510.000000 Penalty: 5980.348633
	Iteration 43Q: 3 clusters Score -2.070751e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146550 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -20707558.000000 Penalty: 5980.348633
	Iteration 44Q: 3 clusters Score -2.070756e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146899 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -20707632.000000 Penalty: 5980.348633
	Iteration 45Q: 3 clusters Score -2.070763e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147214 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -20707678.000000 Penalty: 5980.348633
	Iteration 46Q: 3 clusters Score -2.070768e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147518 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -20707710.000000 Penalty: 5980.348633
	Iteration 47Q: 3 clusters Score -2.070771e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147784 members 
Mstep: Class 2 contains 24544 members 
Entering Unmasked Estep 
Score: -20707716.000000 Penalty: 5980.348633
	Iteration 48Q: 3 clusters Score -2.070772e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148038 members 
Mstep: Class 2 contains 24290 members 
Entering Unmasked Estep 
Score: -20707710.000000 Penalty: 5980.348633
	Iteration 49Q: 3 clusters Score -2.070771e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148294 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -20707678.000000 Penalty: 5980.348633
	Iteration 50Q: 3 clusters Score -2.070768e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148574 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -20707684.000000 Penalty: 5980.348633
	Iteration 51Q: 3 clusters Score -2.070768e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148854 members 
Mstep: Class 2 contains 23474 members 
Entering Unmasked Estep 
Score: -20707652.000000 Penalty: 5980.348633
	Iteration 52Q: 3 clusters Score -2.070765e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149131 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -20707652.000000 Penalty: 5980.348633
	Iteration 53Q: 3 clusters Score -2.070765e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149404 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -20707630.000000 Penalty: 5980.348633
	Iteration 54Q: 3 clusters Score -2.070763e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149693 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -20707558.000000 Penalty: 5980.348633
	Iteration 55Q: 3 clusters Score -2.070756e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149974 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -20707604.000000 Penalty: 5980.348633
	Iteration 56Q: 3 clusters Score -2.07076e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150226 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -20707642.000000 Penalty: 5980.348633
	Iteration 57Q: 3 clusters Score -2.070764e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150480 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -20707584.000000 Penalty: 5980.348633
	Iteration 58Q: 3 clusters Score -2.070758e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150712 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -20707652.000000 Penalty: 5980.348633
	Iteration 59Q: 3 clusters Score -2.070765e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150945 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -20707690.000000 Penalty: 5980.348633
	Iteration 60F: 3 clusters Score -2.070769e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151185 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -20707706.000000 Penalty: 5980.348633
	Iteration 61Q: 3 clusters Score -2.070771e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151417 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -20707730.000000 Penalty: 5980.348633
	Iteration 62Q: 3 clusters Score -2.070773e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151648 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -20707736.000000 Penalty: 5980.348633
	Iteration 63Q: 3 clusters Score -2.070774e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151898 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -20707774.000000 Penalty: 5980.348633
	Iteration 64Q: 3 clusters Score -2.070777e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152148 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -20707742.000000 Penalty: 5980.348633
	Iteration 65Q: 3 clusters Score -2.070774e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152389 members 
Mstep: Class 2 contains 19939 members 
Entering Unmasked Estep 
Score: -20707738.000000 Penalty: 5980.348633
	Iteration 66Q: 3 clusters Score -2.070774e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -20707772.000000 Penalty: 5980.348633
	Iteration 67Q: 3 clusters Score -2.070777e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152888 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -20707728.000000 Penalty: 5980.348633
	Iteration 68Q: 3 clusters Score -2.070773e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153125 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -20707808.000000 Penalty: 5980.348633
	Iteration 69Q: 3 clusters Score -2.070781e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153357 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -20707824.000000 Penalty: 5980.348633
	Iteration 70Q: 3 clusters Score -2.070782e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153583 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -20707768.000000 Penalty: 5980.348633
	Iteration 71Q: 3 clusters Score -2.070777e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153793 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -20707808.000000 Penalty: 5980.348633
	Iteration 72Q: 3 clusters Score -2.070781e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154002 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -20707784.000000 Penalty: 5980.348633
	Iteration 73Q: 3 clusters Score -2.070778e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154198 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -20707790.000000 Penalty: 5980.348633
	Iteration 74Q: 3 clusters Score -2.070779e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154387 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -20707800.000000 Penalty: 5980.348633
	Iteration 75Q: 3 clusters Score -2.07078e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154594 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -20707782.000000 Penalty: 5980.348633
	Iteration 76Q: 3 clusters Score -2.070778e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154808 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -20707758.000000 Penalty: 5980.348633
	Iteration 77Q: 3 clusters Score -2.070776e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154994 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -20707718.000000 Penalty: 5980.348633
	Iteration 78Q: 3 clusters Score -2.070772e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155179 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -20707626.000000 Penalty: 5980.348633
	Iteration 79Q: 3 clusters Score -2.070763e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -20707592.000000 Penalty: 5980.348633
	Iteration 80F: 3 clusters Score -2.070759e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155544 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -20707568.000000 Penalty: 5980.348633
	Iteration 81Q: 3 clusters Score -2.070757e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155723 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -20707582.000000 Penalty: 5980.348633
	Iteration 82Q: 3 clusters Score -2.070758e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155893 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -20707592.000000 Penalty: 5980.348633
	Iteration 83Q: 3 clusters Score -2.070759e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -20707588.000000 Penalty: 5980.348633
	Iteration 84Q: 3 clusters Score -2.070759e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156262 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -20707562.000000 Penalty: 5980.348633
	Iteration 85Q: 3 clusters Score -2.070756e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156422 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -20707540.000000 Penalty: 5980.348633
	Iteration 86Q: 3 clusters Score -2.070754e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156591 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -20707532.000000 Penalty: 5980.348633
	Iteration 87Q: 3 clusters Score -2.070753e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156737 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -20707492.000000 Penalty: 5980.348633
	Iteration 88Q: 3 clusters Score -2.070749e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -20707520.000000 Penalty: 5980.348633
	Iteration 89Q: 3 clusters Score -2.070752e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156988 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -20707502.000000 Penalty: 5980.348633
	Iteration 90Q: 3 clusters Score -2.07075e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157116 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -20707508.000000 Penalty: 5980.348633
	Iteration 91Q: 3 clusters Score -2.070751e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157244 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -20707518.000000 Penalty: 5980.348633
	Iteration 92Q: 3 clusters Score -2.070752e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157363 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -20707490.000000 Penalty: 5980.348633
	Iteration 93Q: 3 clusters Score -2.070749e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157473 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -20707530.000000 Penalty: 5980.348633
	Iteration 94Q: 3 clusters Score -2.070753e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157586 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -20707508.000000 Penalty: 5980.348633
	Iteration 95Q: 3 clusters Score -2.070751e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157710 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -20707498.000000 Penalty: 5980.348633
	Iteration 96Q: 3 clusters Score -2.07075e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157825 members 
Mstep: Class 2 contains 14503 members 
Entering Unmasked Estep 
Score: -20707504.000000 Penalty: 5980.348633
	Iteration 97Q: 3 clusters Score -2.07075e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157931 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -20707472.000000 Penalty: 5980.348633
	Iteration 98Q: 3 clusters Score -2.070747e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158031 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -20707520.000000 Penalty: 5980.348633
	Iteration 99Q: 3 clusters Score -2.070752e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158127 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -20707482.000000 Penalty: 5980.348633
	Iteration 100F: 3 clusters Score -2.070748e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158213 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -20707460.000000 Penalty: 5980.348633
	Iteration 101Q: 3 clusters Score -2.070746e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158295 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -20707454.000000 Penalty: 5980.348633
	Iteration 102Q: 3 clusters Score -2.070745e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158381 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -20707424.000000 Penalty: 5980.348633
	Iteration 103Q: 3 clusters Score -2.070742e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158454 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -20707432.000000 Penalty: 5980.348633
	Iteration 104Q: 3 clusters Score -2.070743e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158517 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -20707426.000000 Penalty: 5980.348633
	Iteration 105Q: 3 clusters Score -2.070743e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158581 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -20707424.000000 Penalty: 5980.348633
	Iteration 106Q: 3 clusters Score -2.070742e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158649 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -20707410.000000 Penalty: 5980.348633
	Iteration 107Q: 3 clusters Score -2.070741e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158713 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -20707408.000000 Penalty: 5980.348633
	Iteration 108Q: 3 clusters Score -2.070741e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158768 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -20707404.000000 Penalty: 5980.348633
	Iteration 109Q: 3 clusters Score -2.07074e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158830 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -20707434.000000 Penalty: 5980.348633
	Iteration 110Q: 3 clusters Score -2.070743e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158890 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -20707414.000000 Penalty: 5980.348633
	Iteration 111Q: 3 clusters Score -2.070741e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158942 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -20707428.000000 Penalty: 5980.348633
	Iteration 112Q: 3 clusters Score -2.070743e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158983 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -20707424.000000 Penalty: 5980.348633
	Iteration 113Q: 3 clusters Score -2.070742e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159024 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -20707412.000000 Penalty: 5980.348633
	Iteration 114Q: 3 clusters Score -2.070741e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159061 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -20707426.000000 Penalty: 5980.348633
	Iteration 115Q: 3 clusters Score -2.070743e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159093 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -20707430.000000 Penalty: 5980.348633
	Iteration 116Q: 3 clusters Score -2.070743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159118 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -20707412.000000 Penalty: 5980.348633
	Iteration 117Q: 3 clusters Score -2.070741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159138 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -20707400.000000 Penalty: 5980.348633
	Iteration 118Q: 3 clusters Score -2.07074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159159 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -20707378.000000 Penalty: 5980.348633
	Iteration 119Q: 3 clusters Score -2.070738e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159190 members 
Mstep: Class 2 contains 13138 members 
Entering Unmasked Estep 
Score: -20707398.000000 Penalty: 5980.348633
	Iteration 120F: 3 clusters Score -2.07074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159223 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -20707388.000000 Penalty: 5980.348633
	Iteration 121Q: 3 clusters Score -2.070739e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159260 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -20707362.000000 Penalty: 5980.348633
	Iteration 122Q: 3 clusters Score -2.070736e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159288 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -20707398.000000 Penalty: 5980.348633
	Iteration 123Q: 3 clusters Score -2.07074e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159310 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -20707390.000000 Penalty: 5980.348633
	Iteration 124Q: 3 clusters Score -2.070739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159328 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -20707396.000000 Penalty: 5980.348633
	Iteration 125Q: 3 clusters Score -2.07074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159342 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -20707384.000000 Penalty: 5980.348633
	Iteration 126Q: 3 clusters Score -2.070738e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159354 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -20707372.000000 Penalty: 5980.348633
	Iteration 127Q: 3 clusters Score -2.070737e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159371 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -20707376.000000 Penalty: 5980.348633
	Iteration 128Q: 3 clusters Score -2.070738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159385 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -20707350.000000 Penalty: 5980.348633
	Iteration 129Q: 3 clusters Score -2.070735e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159402 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -20707354.000000 Penalty: 5980.348633
	Iteration 130Q: 3 clusters Score -2.070735e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159420 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -20707342.000000 Penalty: 5980.348633
	Iteration 131Q: 3 clusters Score -2.070734e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159443 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -20707336.000000 Penalty: 5980.348633
	Iteration 132Q: 3 clusters Score -2.070734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159461 members 
Mstep: Class 2 contains 12867 members 
Entering Unmasked Estep 
Score: -20707336.000000 Penalty: 5980.348633
	Iteration 133Q: 3 clusters Score -2.070734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159486 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -20707328.000000 Penalty: 5980.348633
	Iteration 134Q: 3 clusters Score -2.070733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159510 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -20707312.000000 Penalty: 5980.348633
	Iteration 135Q: 3 clusters Score -2.070731e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159536 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -20707310.000000 Penalty: 5980.348633
	Iteration 136Q: 3 clusters Score -2.070731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -20707318.000000 Penalty: 5980.348633
	Iteration 137Q: 3 clusters Score -2.070732e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159586 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -20707302.000000 Penalty: 5980.348633
	Iteration 138Q: 3 clusters Score -2.07073e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159613 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -20707288.000000 Penalty: 5980.348633
	Iteration 139Q: 3 clusters Score -2.070729e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159641 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -20707278.000000 Penalty: 5980.348633
	Iteration 140F: 3 clusters Score -2.070728e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159666 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -20707278.000000 Penalty: 5980.348633
	Iteration 141Q: 3 clusters Score -2.070728e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159694 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -20707296.000000 Penalty: 5980.348633
	Iteration 142Q: 3 clusters Score -2.07073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159716 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -20707272.000000 Penalty: 5980.348633
	Iteration 143Q: 3 clusters Score -2.070727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159746 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -20707284.000000 Penalty: 5980.348633
	Iteration 144Q: 3 clusters Score -2.070728e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159772 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -20707280.000000 Penalty: 5980.348633
	Iteration 145Q: 3 clusters Score -2.070728e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159798 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -20707260.000000 Penalty: 5980.348633
	Iteration 146Q: 3 clusters Score -2.070726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159817 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -20707258.000000 Penalty: 5980.348633
	Iteration 147Q: 3 clusters Score -2.070726e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159835 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -20707260.000000 Penalty: 5980.348633
	Iteration 148Q: 3 clusters Score -2.070726e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159856 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -20707244.000000 Penalty: 5980.348633
	Iteration 149Q: 3 clusters Score -2.070724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159872 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -20707266.000000 Penalty: 5980.348633
	Iteration 150Q: 3 clusters Score -2.070727e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159889 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -20707258.000000 Penalty: 5980.348633
	Iteration 151Q: 3 clusters Score -2.070726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159905 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -20707256.000000 Penalty: 5980.348633
	Iteration 152Q: 3 clusters Score -2.070726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159924 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -20707262.000000 Penalty: 5980.348633
	Iteration 153Q: 3 clusters Score -2.070726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159943 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -20707248.000000 Penalty: 5980.348633
	Iteration 154Q: 3 clusters Score -2.070725e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159956 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -20707254.000000 Penalty: 5980.348633
	Iteration 155Q: 3 clusters Score -2.070725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159975 members 
Mstep: Class 2 contains 12353 members 
Entering Unmasked Estep 
Score: -20707240.000000 Penalty: 5980.348633
	Iteration 156Q: 3 clusters Score -2.070724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159993 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -20707216.000000 Penalty: 5980.348633
	Iteration 157Q: 3 clusters Score -2.070722e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160009 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -20707218.000000 Penalty: 5980.348633
	Iteration 158Q: 3 clusters Score -2.070722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160026 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -20707232.000000 Penalty: 5980.348633
	Iteration 159Q: 3 clusters Score -2.070723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -20707224.000000 Penalty: 5980.348633
	Iteration 160F: 3 clusters Score -2.070722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160066 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -20707222.000000 Penalty: 5980.348633
	Iteration 161Q: 3 clusters Score -2.070722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160083 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -20707244.000000 Penalty: 5980.348633
	Iteration 162Q: 3 clusters Score -2.070724e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160096 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -20707242.000000 Penalty: 5980.348633
	Iteration 163Q: 3 clusters Score -2.070724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160113 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -20707246.000000 Penalty: 5980.348633
	Iteration 164Q: 3 clusters Score -2.070725e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160129 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -20707242.000000 Penalty: 5980.348633
	Iteration 165Q: 3 clusters Score -2.070724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160149 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -20707230.000000 Penalty: 5980.348633
	Iteration 166Q: 3 clusters Score -2.070723e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160168 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -20707236.000000 Penalty: 5980.348633
	Iteration 167Q: 3 clusters Score -2.070724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160193 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -20707256.000000 Penalty: 5980.348633
	Iteration 168Q: 3 clusters Score -2.070726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160210 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -20707236.000000 Penalty: 5980.348633
	Iteration 169Q: 3 clusters Score -2.070724e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160224 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -20707222.000000 Penalty: 5980.348633
	Iteration 170Q: 3 clusters Score -2.070722e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160239 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -20707244.000000 Penalty: 5980.348633
	Iteration 171Q: 3 clusters Score -2.070724e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -20707234.000000 Penalty: 5980.348633
	Iteration 172Q: 3 clusters Score -2.070723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160257 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -20707234.000000 Penalty: 5980.348633
	Iteration 173Q: 3 clusters Score -2.070723e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160267 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -20707250.000000 Penalty: 5980.348633
	Iteration 174Q: 3 clusters Score -2.070725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160271 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -20707230.000000 Penalty: 5980.348633
	Iteration 175Q: 3 clusters Score -2.070723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160277 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -20707236.000000 Penalty: 5980.348633
	Iteration 176Q: 3 clusters Score -2.070724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160281 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -20707228.000000 Penalty: 5980.348633
	Iteration 177Q: 3 clusters Score -2.070723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160286 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -20707216.000000 Penalty: 5980.348633
	Iteration 178Q: 3 clusters Score -2.070722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160292 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -20707220.000000 Penalty: 5980.348633
	Iteration 179Q: 3 clusters Score -2.070722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160297 members 
Mstep: Class 2 contains 12031 members 
Entering Unmasked Estep 
Score: -20707222.000000 Penalty: 5980.348633
	Iteration 180F: 3 clusters Score -2.070722e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160302 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -20707214.000000 Penalty: 5980.348633
	Iteration 181Q: 3 clusters Score -2.070721e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160307 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -20707216.000000 Penalty: 5980.348633
	Iteration 182Q: 3 clusters Score -2.070722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160314 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -20707222.000000 Penalty: 5980.348633
	Iteration 183Q: 3 clusters Score -2.070722e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160322 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -20707226.000000 Penalty: 5980.348633
	Iteration 184Q: 3 clusters Score -2.070723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160330 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -20707220.000000 Penalty: 5980.348633
	Iteration 185Q: 3 clusters Score -2.070722e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160340 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -20707204.000000 Penalty: 5980.348633
	Iteration 186Q: 3 clusters Score -2.07072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160352 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -20707206.000000 Penalty: 5980.348633
	Iteration 187Q: 3 clusters Score -2.070721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160359 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -20707194.000000 Penalty: 5980.348633
	Iteration 188Q: 3 clusters Score -2.070719e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160365 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -20707200.000000 Penalty: 5980.348633
	Iteration 189Q: 3 clusters Score -2.07072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160372 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -20707182.000000 Penalty: 5980.348633
	Iteration 190Q: 3 clusters Score -2.070718e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160376 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -20707196.000000 Penalty: 5980.348633
	Iteration 191Q: 3 clusters Score -2.07072e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160378 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -20707194.000000 Penalty: 5980.348633
	Iteration 192Q: 3 clusters Score -2.070719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160379 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -20707188.000000 Penalty: 5980.348633
	Iteration 193Q: 3 clusters Score -2.070719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160380 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -20707188.000000 Penalty: 5980.348633
	Iteration 194Q: 3 clusters Score -2.070719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160380 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -20707188.000000 Penalty: 5980.348633
	Iteration 195F: 3 clusters Score -2.070719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Entering Unmasked Estep 
Score: -272862.125000 Penalty: 1934.542114
	Iteration 0F: 2 clusters Score -272862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -269983.562500 Penalty: 3869.084229
	Iteration 0F: 3 clusters Score -269983.6 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -270544.593750 Penalty: 3869.084229
	Iteration 1F: 3 clusters Score -270544.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -270679.875000 Penalty: 3869.084229
	Iteration 2F: 3 clusters Score -270679.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -270773.093750 Penalty: 3869.084229
	Iteration 3Q: 3 clusters Score -270773.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -270840.468750 Penalty: 3869.084229
	Iteration 4Q: 3 clusters Score -270840.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -270889.093750 Penalty: 3869.084229
	Iteration 5Q: 3 clusters Score -270889.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -270925.125000 Penalty: 3869.084229
	Iteration 6Q: 3 clusters Score -270925.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -270964.500000 Penalty: 3869.084229
	Iteration 7Q: 3 clusters Score -270964.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -270992.375000 Penalty: 3869.084229
	Iteration 8Q: 3 clusters Score -270992.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -271015.656250 Penalty: 3869.084229
	Iteration 9Q: 3 clusters Score -271015.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -271038.281250 Penalty: 3869.084229
	Iteration 10Q: 3 clusters Score -271038.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -271065.187500 Penalty: 3869.084229
	Iteration 11Q: 3 clusters Score -271065.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -271092.437500 Penalty: 3869.084229
	Iteration 12Q: 3 clusters Score -271092.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -271121.406250 Penalty: 3869.084229
	Iteration 13Q: 3 clusters Score -271121.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -271144.625000 Penalty: 3869.084229
	Iteration 14Q: 3 clusters Score -271144.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -271163.843750 Penalty: 3869.084229
	Iteration 15Q: 3 clusters Score -271163.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -271178.156250 Penalty: 3869.084229
	Iteration 16Q: 3 clusters Score -271178.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -271193.625000 Penalty: 3869.084229
	Iteration 17Q: 3 clusters Score -271193.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -271205.906250 Penalty: 3869.084229
	Iteration 18Q: 3 clusters Score -271205.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -271216.031250 Penalty: 3869.084229
	Iteration 19Q: 3 clusters Score -271216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -271223.125000 Penalty: 3869.084229
	Iteration 20F: 3 clusters Score -271223.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -271230.468750 Penalty: 3869.084229
	Iteration 21Q: 3 clusters Score -271230.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -271236.843750 Penalty: 3869.084229
	Iteration 22Q: 3 clusters Score -271236.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -271242.093750 Penalty: 3869.084229
	Iteration 23Q: 3 clusters Score -271242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -271243.781250 Penalty: 3869.084229
	Iteration 24Q: 3 clusters Score -271243.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -271245.906250 Penalty: 3869.084229
	Iteration 25Q: 3 clusters Score -271245.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -271249.843750 Penalty: 3869.084229
	Iteration 26Q: 3 clusters Score -271249.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -271255.843750 Penalty: 3869.084229
	Iteration 27Q: 3 clusters Score -271255.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -271261.093750 Penalty: 3869.084229
	Iteration 28Q: 3 clusters Score -271261.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -271263.906250 Penalty: 3869.084229
	Iteration 29Q: 3 clusters Score -271263.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -271271.718750 Penalty: 3869.084229
	Iteration 30Q: 3 clusters Score -271271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -271274.156250 Penalty: 3869.084229
	Iteration 31Q: 3 clusters Score -271274.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -271276.687500 Penalty: 3869.084229
	Iteration 32Q: 3 clusters Score -271276.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -271278.031250 Penalty: 3869.084229
	Iteration 33Q: 3 clusters Score -271278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -271279.937500 Penalty: 3869.084229
	Iteration 34Q: 3 clusters Score -271279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -271279.656250 Penalty: 3869.084229
	Iteration 35Q: 3 clusters Score -271279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -271279.656250 Penalty: 3869.084229
	Iteration 36F: 3 clusters Score -271279.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152083 members 
Mstep: Class 4 contains 253945 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50241 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 279Q: 13 clusters Score -8.109335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152082 members 
Mstep: Class 4 contains 253947 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50241 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172327 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 280F: 13 clusters Score -8.109338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152082 members 
Mstep: Class 4 contains 253949 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50241 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 281Q: 13 clusters Score -8.109337e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152080 members 
Mstep: Class 4 contains 253951 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50241 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 282Q: 13 clusters Score -8.109335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152078 members 
Mstep: Class 4 contains 253951 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093328.000000 Penalty: 39986.421875
Iteration 283Q: 13 clusters Score -8.109333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152078 members 
Mstep: Class 4 contains 253952 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19605 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172323 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 284Q: 13 clusters Score -8.109335e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152076 members 
Mstep: Class 4 contains 253952 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172326 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 285Q: 13 clusters Score -8.109335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 253951 members 
Mstep: Class 5 contains 8237 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172329 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 286Q: 13 clusters Score -8.109335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152073 members 
Mstep: Class 4 contains 253952 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093328.000000 Penalty: 39986.421875
Iteration 287Q: 13 clusters Score -8.109333e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152074 members 
Mstep: Class 4 contains 253952 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 288Q: 13 clusters Score -8.109331e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 253953 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2287 members 
Mstep: Class 21 contains 172329 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093304.000000 Penalty: 39986.421875
Iteration 289Q: 13 clusters Score -8.10933e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 253952 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172329 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093320.000000 Penalty: 39986.421875
Iteration 290Q: 13 clusters Score -8.109332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152077 members 
Mstep: Class 4 contains 253950 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172329 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 291Q: 13 clusters Score -8.109331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152078 members 
Mstep: Class 4 contains 253950 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 292Q: 13 clusters Score -8.109335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152078 members 
Mstep: Class 4 contains 253950 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093320.000000 Penalty: 39986.421875
Iteration 293Q: 13 clusters Score -8.109332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152080 members 
Mstep: Class 4 contains 253951 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 294Q: 13 clusters Score -8.109337e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152081 members 
Mstep: Class 4 contains 253951 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172324 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 295Q: 13 clusters Score -8.109338e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152079 members 
Mstep: Class 4 contains 253952 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50243 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093360.000000 Penalty: 39986.421875
Iteration 296Q: 13 clusters Score -8.109336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 253951 members 
Mstep: Class 5 contains 8238 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172328 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 297Q: 13 clusters Score -8.109337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152076 members 
Mstep: Class 4 contains 253952 members 
Mstep: Class 5 contains 8239 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172325 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 298Q: 13 clusters Score -8.109335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152077 members 
Mstep: Class 4 contains 253954 members 
Mstep: Class 5 contains 8240 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172321 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 299Q: 13 clusters Score -8.109338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152076 members 
Mstep: Class 4 contains 253955 members 
Mstep: Class 5 contains 8244 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172318 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 300F: 13 clusters Score -8.109337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152078 members 
Mstep: Class 4 contains 253955 members 
Mstep: Class 5 contains 8248 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172313 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 301Q: 13 clusters Score -8.109338e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152078 members 
Mstep: Class 4 contains 253956 members 
Mstep: Class 5 contains 8250 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172310 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 302Q: 13 clusters Score -8.109338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 253958 members 
Mstep: Class 5 contains 8257 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172304 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 303Q: 13 clusters Score -8.10934e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152074 members 
Mstep: Class 4 contains 253958 members 
Mstep: Class 5 contains 8265 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172297 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 304Q: 13 clusters Score -8.109338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 253957 members 
Mstep: Class 5 contains 8272 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172289 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 305Q: 13 clusters Score -8.10934e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152078 members 
Mstep: Class 4 contains 253955 members 
Mstep: Class 5 contains 8277 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172282 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 306Q: 13 clusters Score -8.10934e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152084 members 
Mstep: Class 4 contains 253953 members 
Mstep: Class 5 contains 8283 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172272 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 307Q: 13 clusters Score -8.109342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152086 members 
Mstep: Class 4 contains 253953 members 
Mstep: Class 5 contains 8288 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172266 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093480.000000 Penalty: 39986.421875
Iteration 308Q: 13 clusters Score -8.109348e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152087 members 
Mstep: Class 4 contains 253955 members 
Mstep: Class 5 contains 8293 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172257 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093464.000000 Penalty: 39986.421875
Iteration 309Q: 13 clusters Score -8.109346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152087 members 
Mstep: Class 4 contains 253952 members 
Mstep: Class 5 contains 8296 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093456.000000 Penalty: 39986.421875
Iteration 310Q: 13 clusters Score -8.109346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152091 members 
Mstep: Class 4 contains 253952 members 
Mstep: Class 5 contains 8297 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15723 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172250 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093464.000000 Penalty: 39986.421875
Iteration 311Q: 13 clusters Score -8.109346e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152093 members 
Mstep: Class 4 contains 253954 members 
Mstep: Class 5 contains 8298 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15723 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172245 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093488.000000 Penalty: 39986.421875
Iteration 312Q: 13 clusters Score -8.109349e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152095 members 
Mstep: Class 4 contains 253951 members 
Mstep: Class 5 contains 8299 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15723 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172244 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 313Q: 13 clusters Score -8.109345e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152096 members 
Mstep: Class 4 contains 253946 members 
Mstep: Class 5 contains 8301 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50246 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172246 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093456.000000 Penalty: 39986.421875
Iteration 314Q: 13 clusters Score -8.109346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152096 members 
Mstep: Class 4 contains 253943 members 
Mstep: Class 5 contains 8302 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50246 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172248 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 315Q: 13 clusters Score -8.109341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152094 members 
Mstep: Class 4 contains 253939 members 
Mstep: Class 5 contains 8304 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50246 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172252 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 316Q: 13 clusters Score -8.109339e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152098 members 
Mstep: Class 4 contains 253934 members 
Mstep: Class 5 contains 8307 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50246 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172250 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 317Q: 13 clusters Score -8.109344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152104 members 
Mstep: Class 4 contains 253928 members 
Mstep: Class 5 contains 8308 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172250 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 318Q: 13 clusters Score -8.109341e+07 nChanged 14
Entering ConstructFrom: 
Score: -81093408.000000 Penalty: 39986.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Entering Unmasked Estep 
Score: -376352.562500 Penalty: 2007.481567
	Iteration 0F: 2 clusters Score -376352.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -372917.156250 Penalty: 4014.963135
	Iteration 0F: 3 clusters Score -372917.2 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -373646.687500 Penalty: 4014.963135
	Iteration 1F: 3 clusters Score -373646.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -373837.562500 Penalty: 4014.963135
	Iteration 2F: 3 clusters Score -373837.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -373970.406250 Penalty: 4014.963135
	Iteration 3F: 3 clusters Score -373970.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -374071.875000 Penalty: 4014.963135
	Iteration 4Q: 3 clusters Score -374071.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -374148.343750 Penalty: 4014.963135
	Iteration 5Q: 3 clusters Score -374148.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -374218.968750 Penalty: 4014.963135
	Iteration 6Q: 3 clusters Score -374219 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -374287.281250 Penalty: 4014.963135
	Iteration 7Q: 3 clusters Score -374287.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -374348.062500 Penalty: 4014.963135
	Iteration 8Q: 3 clusters Score -374348.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -374399.906250 Penalty: 4014.963135
	Iteration 9Q: 3 clusters Score -374399.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -374444.718750 Penalty: 4014.963135
	Iteration 10Q: 3 clusters Score -374444.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -374487.312500 Penalty: 4014.963135
	Iteration 11Q: 3 clusters Score -374487.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -374518.812500 Penalty: 4014.963135
	Iteration 12Q: 3 clusters Score -374518.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -374540.062500 Penalty: 4014.963135
	Iteration 13Q: 3 clusters Score -374540.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -374552.718750 Penalty: 4014.963135
	Iteration 14Q: 3 clusters Score -374552.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -374570.437500 Penalty: 4014.963135
	Iteration 15Q: 3 clusters Score -374570.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -374591.593750 Penalty: 4014.963135
	Iteration 16Q: 3 clusters Score -374591.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -374609.062500 Penalty: 4014.963135
	Iteration 17Q: 3 clusters Score -374609.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -374626.187500 Penalty: 4014.963135
	Iteration 18Q: 3 clusters Score -374626.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -374638.218750 Penalty: 4014.963135
	Iteration 19Q: 3 clusters Score -374638.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -374651.500000 Penalty: 4014.963135
	Iteration 20F: 3 clusters Score -374651.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -374663.906250 Penalty: 4014.963135
	Iteration 21Q: 3 clusters Score -374663.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -374672.281250 Penalty: 4014.963135
	Iteration 22Q: 3 clusters Score -374672.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -374677.937500 Penalty: 4014.963135
	Iteration 23Q: 3 clusters Score -374677.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -374690.187500 Penalty: 4014.963135
	Iteration 24Q: 3 clusters Score -374690.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -374702.218750 Penalty: 4014.963135
	Iteration 25Q: 3 clusters Score -374702.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -374716.500000 Penalty: 4014.963135
	Iteration 26Q: 3 clusters Score -374716.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -374728.531250 Penalty: 4014.963135
	Iteration 27Q: 3 clusters Score -374728.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -374742.312500 Penalty: 4014.963135
	Iteration 28Q: 3 clusters Score -374742.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -374756.031250 Penalty: 4014.963135
	Iteration 29Q: 3 clusters Score -374756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -374772.843750 Penalty: 4014.963135
	Iteration 30Q: 3 clusters Score -374772.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -374786.781250 Penalty: 4014.963135
	Iteration 31Q: 3 clusters Score -374786.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -374795.843750 Penalty: 4014.963135
	Iteration 32Q: 3 clusters Score -374795.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -374802.343750 Penalty: 4014.963135
	Iteration 33Q: 3 clusters Score -374802.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -374806.031250 Penalty: 4014.963135
	Iteration 34Q: 3 clusters Score -374806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -374806.968750 Penalty: 4014.963135
	Iteration 35Q: 3 clusters Score -374807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -374807.718750 Penalty: 4014.963135
	Iteration 36Q: 3 clusters Score -374807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -374808.718750 Penalty: 4014.963135
	Iteration 37Q: 3 clusters Score -374808.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -374809.031250 Penalty: 4014.963135
	Iteration 38Q: 3 clusters Score -374809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -374809.031250 Penalty: 4014.963135
	Iteration 39F: 3 clusters Score -374809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -35119.992188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -35119.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33796.437500 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -33796.44 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -33906.695312 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -33906.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -33967.593750 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -33967.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -33976.308594 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -33976.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33981.558594 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -33981.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -33991.093750 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -33991.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33993.031250 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -33993.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -33993.031250 Penalty: 2918.127930
	Iteration 7F: 3 clusters Score -33993.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152107 members 
Entering Unmasked Estep 
Score: -18447650.000000 Penalty: 2959.220215
	Iteration 0F: 2 clusters Score -1.844765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75976 members 
Mstep: Class 2 contains 76131 members 
Entering Unmasked Estep 
Score: -18346360.000000 Penalty: 5918.440430
	Iteration 0F: 3 clusters Score -1.834636e+07 nChanged 72973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73421 members 
Mstep: Class 2 contains 78686 members 
Entering Unmasked Estep 
Score: -18388968.000000 Penalty: 5918.440430
	Iteration 1F: 3 clusters Score -1.838897e+07 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71976 members 
Mstep: Class 2 contains 80131 members 
Entering Unmasked Estep 
Score: -18390406.000000 Penalty: 5918.440430
	Iteration 2Q: 3 clusters Score -1.839041e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69696 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -18392568.000000 Penalty: 5918.440430
	Iteration 3Q: 3 clusters Score -1.839257e+07 nChanged 6862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66280 members 
Mstep: Class 2 contains 85827 members 
Entering Unmasked Estep 
Score: -18395262.000000 Penalty: 5918.440430
	Iteration 4Q: 3 clusters Score -1.839526e+07 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 90744 members 
Entering Unmasked Estep 
Score: -18399676.000000 Penalty: 5918.440430
	Iteration 5F: 3 clusters Score -1.839968e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54879 members 
Mstep: Class 2 contains 97228 members 
Entering Unmasked Estep 
Score: -18406442.000000 Penalty: 5918.440430
	Iteration 6F: 3 clusters Score -1.840644e+07 nChanged 10853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47456 members 
Mstep: Class 2 contains 104651 members 
Entering Unmasked Estep 
Score: -18415478.000000 Penalty: 5918.440430
	Iteration 7F: 3 clusters Score -1.841548e+07 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 111142 members 
Entering Unmasked Estep 
Score: -18425060.000000 Penalty: 5918.440430
	Iteration 8F: 3 clusters Score -1.842506e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 115152 members 
Entering Unmasked Estep 
Score: -18430888.000000 Penalty: 5918.440430
	Iteration 9F: 3 clusters Score -1.843089e+07 nChanged 4778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 117818 members 
Entering Unmasked Estep 
Score: -18433312.000000 Penalty: 5918.440430
	Iteration 10Q: 3 clusters Score -1.843331e+07 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31993 members 
Mstep: Class 2 contains 120114 members 
Entering Unmasked Estep 
Score: -18434718.000000 Penalty: 5918.440430
	Iteration 11Q: 3 clusters Score -1.843472e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29758 members 
Mstep: Class 2 contains 122349 members 
Entering Unmasked Estep 
Score: -18435774.000000 Penalty: 5918.440430
	Iteration 12Q: 3 clusters Score -1.843577e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 124365 members 
Entering Unmasked Estep 
Score: -18436680.000000 Penalty: 5918.440430
	Iteration 13Q: 3 clusters Score -1.843668e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 126263 members 
Entering Unmasked Estep 
Score: -18437422.000000 Penalty: 5918.440430
	Iteration 14Q: 3 clusters Score -1.843742e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 128027 members 
Entering Unmasked Estep 
Score: -18438182.000000 Penalty: 5918.440430
	Iteration 15Q: 3 clusters Score -1.843818e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 129645 members 
Entering Unmasked Estep 
Score: -18438766.000000 Penalty: 5918.440430
	Iteration 16Q: 3 clusters Score -1.843877e+07 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 131271 members 
Entering Unmasked Estep 
Score: -18439464.000000 Penalty: 5918.440430
	Iteration 17Q: 3 clusters Score -1.843946e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 132769 members 
Entering Unmasked Estep 
Score: -18440100.000000 Penalty: 5918.440430
	Iteration 18Q: 3 clusters Score -1.84401e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 134189 members 
Entering Unmasked Estep 
Score: -18440758.000000 Penalty: 5918.440430
	Iteration 19Q: 3 clusters Score -1.844076e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 135458 members 
Entering Unmasked Estep 
Score: -18441330.000000 Penalty: 5918.440430
	Iteration 20F: 3 clusters Score -1.844133e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 136629 members 
Entering Unmasked Estep 
Score: -18441898.000000 Penalty: 5918.440430
	Iteration 21Q: 3 clusters Score -1.84419e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 137729 members 
Entering Unmasked Estep 
Score: -18442340.000000 Penalty: 5918.440430
	Iteration 22Q: 3 clusters Score -1.844234e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 138766 members 
Entering Unmasked Estep 
Score: -18442816.000000 Penalty: 5918.440430
	Iteration 23Q: 3 clusters Score -1.844282e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 139723 members 
Entering Unmasked Estep 
Score: -18443246.000000 Penalty: 5918.440430
	Iteration 24Q: 3 clusters Score -1.844325e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 140558 members 
Entering Unmasked Estep 
Score: -18443512.000000 Penalty: 5918.440430
	Iteration 25Q: 3 clusters Score -1.844351e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 141344 members 
Entering Unmasked Estep 
Score: -18443832.000000 Penalty: 5918.440430
	Iteration 26Q: 3 clusters Score -1.844383e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 142017 members 
Entering Unmasked Estep 
Score: -18444000.000000 Penalty: 5918.440430
	Iteration 27Q: 3 clusters Score -1.8444e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 142603 members 
Entering Unmasked Estep 
Score: -18444190.000000 Penalty: 5918.440430
	Iteration 28Q: 3 clusters Score -1.844419e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 143081 members 
Entering Unmasked Estep 
Score: -18444378.000000 Penalty: 5918.440430
	Iteration 29Q: 3 clusters Score -1.844438e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 143501 members 
Entering Unmasked Estep 
Score: -18444544.000000 Penalty: 5918.440430
	Iteration 30Q: 3 clusters Score -1.844454e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 143907 members 
Entering Unmasked Estep 
Score: -18444606.000000 Penalty: 5918.440430
	Iteration 31Q: 3 clusters Score -1.844461e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 144273 members 
Entering Unmasked Estep 
Score: -18444736.000000 Penalty: 5918.440430
	Iteration 32Q: 3 clusters Score -1.844474e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 144640 members 
Entering Unmasked Estep 
Score: -18444866.000000 Penalty: 5918.440430
	Iteration 33Q: 3 clusters Score -1.844487e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 144962 members 
Entering Unmasked Estep 
Score: -18444922.000000 Penalty: 5918.440430
	Iteration 34Q: 3 clusters Score -1.844492e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 145302 members 
Entering Unmasked Estep 
Score: -18445030.000000 Penalty: 5918.440430
	Iteration 35Q: 3 clusters Score -1.844503e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 145596 members 
Entering Unmasked Estep 
Score: -18445124.000000 Penalty: 5918.440430
	Iteration 36Q: 3 clusters Score -1.844512e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 145865 members 
Entering Unmasked Estep 
Score: -18445124.000000 Penalty: 5918.440430
	Iteration 37Q: 3 clusters Score -1.844512e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 146094 members 
Entering Unmasked Estep 
Score: -18445172.000000 Penalty: 5918.440430
	Iteration 38Q: 3 clusters Score -1.844517e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 146335 members 
Entering Unmasked Estep 
Score: -18445248.000000 Penalty: 5918.440430
	Iteration 39Q: 3 clusters Score -1.844525e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 146549 members 
Entering Unmasked Estep 
Score: -18445330.000000 Penalty: 5918.440430
	Iteration 40F: 3 clusters Score -1.844533e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 146739 members 
Entering Unmasked Estep 
Score: -18445370.000000 Penalty: 5918.440430
	Iteration 41Q: 3 clusters Score -1.844537e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 146917 members 
Entering Unmasked Estep 
Score: -18445402.000000 Penalty: 5918.440430
	Iteration 42Q: 3 clusters Score -1.84454e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 147092 members 
Entering Unmasked Estep 
Score: -18445444.000000 Penalty: 5918.440430
	Iteration 43Q: 3 clusters Score -1.844544e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 147242 members 
Entering Unmasked Estep 
Score: -18445460.000000 Penalty: 5918.440430
	Iteration 44Q: 3 clusters Score -1.844546e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 147393 members 
Entering Unmasked Estep 
Score: -18445456.000000 Penalty: 5918.440430
	Iteration 45Q: 3 clusters Score -1.844546e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -18445452.000000 Penalty: 5918.440430
	Iteration 46Q: 3 clusters Score -1.844545e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 147646 members 
Entering Unmasked Estep 
Score: -18445440.000000 Penalty: 5918.440430
	Iteration 47Q: 3 clusters Score -1.844544e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 147767 members 
Entering Unmasked Estep 
Score: -18445464.000000 Penalty: 5918.440430
	Iteration 48Q: 3 clusters Score -1.844546e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 147870 members 
Entering Unmasked Estep 
Score: -18445452.000000 Penalty: 5918.440430
	Iteration 49Q: 3 clusters Score -1.844545e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 147961 members 
Entering Unmasked Estep 
Score: -18445464.000000 Penalty: 5918.440430
	Iteration 50Q: 3 clusters Score -1.844546e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 148046 members 
Entering Unmasked Estep 
Score: -18445448.000000 Penalty: 5918.440430
	Iteration 51Q: 3 clusters Score -1.844545e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 148112 members 
Entering Unmasked Estep 
Score: -18445472.000000 Penalty: 5918.440430
	Iteration 52Q: 3 clusters Score -1.844547e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 148172 members 
Entering Unmasked Estep 
Score: -18445472.000000 Penalty: 5918.440430
	Iteration 53Q: 3 clusters Score -1.844547e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 148236 members 
Entering Unmasked Estep 
Score: -18445506.000000 Penalty: 5918.440430
	Iteration 54Q: 3 clusters Score -1.844551e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 148284 members 
Entering Unmasked Estep 
Score: -18445484.000000 Penalty: 5918.440430
	Iteration 55Q: 3 clusters Score -1.844548e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 148334 members 
Entering Unmasked Estep 
Score: -18445496.000000 Penalty: 5918.440430
	Iteration 56Q: 3 clusters Score -1.84455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 148371 members 
Entering Unmasked Estep 
Score: -18445476.000000 Penalty: 5918.440430
	Iteration 57Q: 3 clusters Score -1.844548e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 148412 members 
Entering Unmasked Estep 
Score: -18445494.000000 Penalty: 5918.440430
	Iteration 58Q: 3 clusters Score -1.844549e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 148459 members 
Entering Unmasked Estep 
Score: -18445504.000000 Penalty: 5918.440430
	Iteration 59Q: 3 clusters Score -1.84455e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 148509 members 
Entering Unmasked Estep 
Score: -18445520.000000 Penalty: 5918.440430
	Iteration 60F: 3 clusters Score -1.844552e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 148558 members 
Entering Unmasked Estep 
Score: -18445500.000000 Penalty: 5918.440430
	Iteration 61Q: 3 clusters Score -1.84455e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -18445502.000000 Penalty: 5918.440430
	Iteration 62Q: 3 clusters Score -1.84455e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 148638 members 
Entering Unmasked Estep 
Score: -18445492.000000 Penalty: 5918.440430
	Iteration 63Q: 3 clusters Score -1.844549e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 148671 members 
Entering Unmasked Estep 
Score: -18445498.000000 Penalty: 5918.440430
	Iteration 64Q: 3 clusters Score -1.84455e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 148710 members 
Entering Unmasked Estep 
Score: -18445514.000000 Penalty: 5918.440430
	Iteration 65Q: 3 clusters Score -1.844551e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 148743 members 
Entering Unmasked Estep 
Score: -18445520.000000 Penalty: 5918.440430
	Iteration 66Q: 3 clusters Score -1.844552e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 148768 members 
Entering Unmasked Estep 
Score: -18445534.000000 Penalty: 5918.440430
	Iteration 67Q: 3 clusters Score -1.844553e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 148803 members 
Entering Unmasked Estep 
Score: -18445538.000000 Penalty: 5918.440430
	Iteration 68Q: 3 clusters Score -1.844554e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 148832 members 
Entering Unmasked Estep 
Score: -18445514.000000 Penalty: 5918.440430
	Iteration 69Q: 3 clusters Score -1.844551e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 148863 members 
Entering Unmasked Estep 
Score: -18445538.000000 Penalty: 5918.440430
	Iteration 70Q: 3 clusters Score -1.844554e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 148882 members 
Entering Unmasked Estep 
Score: -18445544.000000 Penalty: 5918.440430
	Iteration 71Q: 3 clusters Score -1.844554e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -18445522.000000 Penalty: 5918.440430
	Iteration 72Q: 3 clusters Score -1.844552e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 148917 members 
Entering Unmasked Estep 
Score: -18445536.000000 Penalty: 5918.440430
	Iteration 73Q: 3 clusters Score -1.844554e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 148934 members 
Entering Unmasked Estep 
Score: -18445540.000000 Penalty: 5918.440430
	Iteration 74Q: 3 clusters Score -1.844554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 148948 members 
Entering Unmasked Estep 
Score: -18445536.000000 Penalty: 5918.440430
	Iteration 75Q: 3 clusters Score -1.844554e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 148953 members 
Entering Unmasked Estep 
Score: -18445540.000000 Penalty: 5918.440430
	Iteration 76Q: 3 clusters Score -1.844554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 148963 members 
Entering Unmasked Estep 
Score: -18445546.000000 Penalty: 5918.440430
	Iteration 77Q: 3 clusters Score -1.844555e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 148969 members 
Entering Unmasked Estep 
Score: -18445540.000000 Penalty: 5918.440430
	Iteration 78Q: 3 clusters Score -1.844554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 148973 members 
Entering Unmasked Estep 
Score: -18445540.000000 Penalty: 5918.440430
	Iteration 79Q: 3 clusters Score -1.844554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 148978 members 
Entering Unmasked Estep 
Score: -18445540.000000 Penalty: 5918.440430
	Iteration 80F: 3 clusters Score -1.844554e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -18445546.000000 Penalty: 5918.440430
	Iteration 81Q: 3 clusters Score -1.844555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 148987 members 
Entering Unmasked Estep 
Score: -18445556.000000 Penalty: 5918.440430
	Iteration 82Q: 3 clusters Score -1.844556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 148987 members 
Entering Unmasked Estep 
Score: -18445556.000000 Penalty: 5918.440430
	Iteration 83F: 3 clusters Score -1.844556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (253927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253927 members 
Entering Unmasked Estep 
Score: -30430832.000000 Penalty: 3086.311035
	Iteration 0F: 2 clusters Score -3.043083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127150 members 
Mstep: Class 2 contains 126777 members 
Entering Unmasked Estep 
Score: -30267464.000000 Penalty: 6172.622070
	Iteration 0F: 3 clusters Score -3.026746e+07 nChanged 122527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132031 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -30340962.000000 Penalty: 6172.622070
	Iteration 1F: 3 clusters Score -3.034096e+07 nChanged 7702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134637 members 
Mstep: Class 2 contains 119290 members 
Entering Unmasked Estep 
Score: -30343196.000000 Penalty: 6172.622070
	Iteration 2Q: 3 clusters Score -3.03432e+07 nChanged 8837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138288 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -30346666.000000 Penalty: 6172.622070
	Iteration 3Q: 3 clusters Score -3.034667e+07 nChanged 10390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143170 members 
Mstep: Class 2 contains 110757 members 
Entering Unmasked Estep 
Score: -30352062.000000 Penalty: 6172.622070
	Iteration 4Q: 3 clusters Score -3.035206e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149366 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -30360066.000000 Penalty: 6172.622070
	Iteration 5Q: 3 clusters Score -3.036007e+07 nChanged 14805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 97688 members 
Entering Unmasked Estep 
Score: -30370992.000000 Penalty: 6172.622070
	Iteration 6F: 3 clusters Score -3.037099e+07 nChanged 16123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162544 members 
Mstep: Class 2 contains 91383 members 
Entering Unmasked Estep 
Score: -30382882.000000 Penalty: 6172.622070
	Iteration 7F: 3 clusters Score -3.038288e+07 nChanged 15573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167137 members 
Mstep: Class 2 contains 86790 members 
Entering Unmasked Estep 
Score: -30392958.000000 Penalty: 6172.622070
	Iteration 8F: 3 clusters Score -3.039296e+07 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170411 members 
Mstep: Class 2 contains 83516 members 
Entering Unmasked Estep 
Score: -30398642.000000 Penalty: 6172.622070
	Iteration 9Q: 3 clusters Score -3.039864e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173213 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -30401214.000000 Penalty: 6172.622070
	Iteration 10Q: 3 clusters Score -3.040121e+07 nChanged 5380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175755 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -30402148.000000 Penalty: 6172.622070
	Iteration 11Q: 3 clusters Score -3.040215e+07 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178272 members 
Mstep: Class 2 contains 75655 members 
Entering Unmasked Estep 
Score: -30402770.000000 Penalty: 6172.622070
	Iteration 12Q: 3 clusters Score -3.040277e+07 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180800 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -30403356.000000 Penalty: 6172.622070
	Iteration 13Q: 3 clusters Score -3.040336e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183362 members 
Mstep: Class 2 contains 70565 members 
Entering Unmasked Estep 
Score: -30404032.000000 Penalty: 6172.622070
	Iteration 14Q: 3 clusters Score -3.040403e+07 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185985 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -30404766.000000 Penalty: 6172.622070
	Iteration 15Q: 3 clusters Score -3.040477e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188762 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -30405616.000000 Penalty: 6172.622070
	Iteration 16Q: 3 clusters Score -3.040562e+07 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191681 members 
Mstep: Class 2 contains 62246 members 
Entering Unmasked Estep 
Score: -30406236.000000 Penalty: 6172.622070
	Iteration 17Q: 3 clusters Score -3.040624e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194650 members 
Mstep: Class 2 contains 59277 members 
Entering Unmasked Estep 
Score: -30407024.000000 Penalty: 6172.622070
	Iteration 18Q: 3 clusters Score -3.040702e+07 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197688 members 
Mstep: Class 2 contains 56239 members 
Entering Unmasked Estep 
Score: -30408068.000000 Penalty: 6172.622070
	Iteration 19Q: 3 clusters Score -3.040807e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200759 members 
Mstep: Class 2 contains 53168 members 
Entering Unmasked Estep 
Score: -30409102.000000 Penalty: 6172.622070
	Iteration 20F: 3 clusters Score -3.04091e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203815 members 
Mstep: Class 2 contains 50112 members 
Entering Unmasked Estep 
Score: -30410066.000000 Penalty: 6172.622070
	Iteration 21Q: 3 clusters Score -3.041007e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206830 members 
Mstep: Class 2 contains 47097 members 
Entering Unmasked Estep 
Score: -30411022.000000 Penalty: 6172.622070
	Iteration 22Q: 3 clusters Score -3.041102e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209790 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -30412126.000000 Penalty: 6172.622070
	Iteration 23Q: 3 clusters Score -3.041213e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212758 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -30413078.000000 Penalty: 6172.622070
	Iteration 24Q: 3 clusters Score -3.041308e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215787 members 
Mstep: Class 2 contains 38140 members 
Entering Unmasked Estep 
Score: -30414066.000000 Penalty: 6172.622070
	Iteration 25Q: 3 clusters Score -3.041407e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218755 members 
Mstep: Class 2 contains 35172 members 
Entering Unmasked Estep 
Score: -30415154.000000 Penalty: 6172.622070
	Iteration 26Q: 3 clusters Score -3.041515e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221635 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -30416208.000000 Penalty: 6172.622070
	Iteration 27Q: 3 clusters Score -3.041621e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224368 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -30416994.000000 Penalty: 6172.622070
	Iteration 28Q: 3 clusters Score -3.041699e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226937 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -30417948.000000 Penalty: 6172.622070
	Iteration 29Q: 3 clusters Score -3.041795e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229421 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -30418914.000000 Penalty: 6172.622070
	Iteration 30Q: 3 clusters Score -3.041891e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231745 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -30419746.000000 Penalty: 6172.622070
	Iteration 31Q: 3 clusters Score -3.041975e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234034 members 
Mstep: Class 2 contains 19893 members 
Entering Unmasked Estep 
Score: -30420646.000000 Penalty: 6172.622070
	Iteration 32Q: 3 clusters Score -3.042065e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236274 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -30421536.000000 Penalty: 6172.622070
	Iteration 33Q: 3 clusters Score -3.042154e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238320 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -30422230.000000 Penalty: 6172.622070
	Iteration 34Q: 3 clusters Score -3.042223e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240139 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -30423000.000000 Penalty: 6172.622070
	Iteration 35Q: 3 clusters Score -3.0423e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241839 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -30423786.000000 Penalty: 6172.622070
	Iteration 36Q: 3 clusters Score -3.042379e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243351 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -30424446.000000 Penalty: 6172.622070
	Iteration 37Q: 3 clusters Score -3.042445e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244647 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -30424932.000000 Penalty: 6172.622070
	Iteration 38Q: 3 clusters Score -3.042493e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245781 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -30425512.000000 Penalty: 6172.622070
	Iteration 39Q: 3 clusters Score -3.042551e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246709 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -30425886.000000 Penalty: 6172.622070
	Iteration 40F: 3 clusters Score -3.042589e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247471 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -30426272.000000 Penalty: 6172.622070
	Iteration 41Q: 3 clusters Score -3.042627e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248131 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -30426580.000000 Penalty: 6172.622070
	Iteration 42Q: 3 clusters Score -3.042658e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248705 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -30426798.000000 Penalty: 6172.622070
	Iteration 43Q: 3 clusters Score -3.04268e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249223 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -30427000.000000 Penalty: 6172.622070
	Iteration 44Q: 3 clusters Score -3.0427e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249637 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -30427218.000000 Penalty: 6172.622070
	Iteration 45Q: 3 clusters Score -3.042722e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249976 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -30427408.000000 Penalty: 6172.622070
	Iteration 46Q: 3 clusters Score -3.042741e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250285 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -30427560.000000 Penalty: 6172.622070
	Iteration 47Q: 3 clusters Score -3.042756e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250545 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -30427712.000000 Penalty: 6172.622070
	Iteration 48Q: 3 clusters Score -3.042771e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250774 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -30427810.000000 Penalty: 6172.622070
	Iteration 49Q: 3 clusters Score -3.042781e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250970 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -30427904.000000 Penalty: 6172.622070
	Iteration 50Q: 3 clusters Score -3.04279e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251133 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -30427944.000000 Penalty: 6172.622070
	Iteration 51Q: 3 clusters Score -3.042794e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251264 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -30428052.000000 Penalty: 6172.622070
	Iteration 52Q: 3 clusters Score -3.042805e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251368 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -30428056.000000 Penalty: 6172.622070
	Iteration 53Q: 3 clusters Score -3.042806e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251455 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -30428132.000000 Penalty: 6172.622070
	Iteration 54Q: 3 clusters Score -3.042813e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251537 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -30428162.000000 Penalty: 6172.622070
	Iteration 55Q: 3 clusters Score -3.042816e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251616 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -30428204.000000 Penalty: 6172.622070
	Iteration 56Q: 3 clusters Score -3.04282e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251667 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -30428252.000000 Penalty: 6172.622070
	Iteration 57Q: 3 clusters Score -3.042825e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251704 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -30428266.000000 Penalty: 6172.622070
	Iteration 58Q: 3 clusters Score -3.042827e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251750 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -30428256.000000 Penalty: 6172.622070
	Iteration 59Q: 3 clusters Score -3.042826e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251780 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -30428278.000000 Penalty: 6172.622070
	Iteration 60F: 3 clusters Score -3.042828e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251804 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -30428316.000000 Penalty: 6172.622070
	Iteration 61Q: 3 clusters Score -3.042832e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251832 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -30428284.000000 Penalty: 6172.622070
	Iteration 62Q: 3 clusters Score -3.042828e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251869 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -30428276.000000 Penalty: 6172.622070
	Iteration 63Q: 3 clusters Score -3.042828e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251904 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -30428292.000000 Penalty: 6172.622070
	Iteration 64Q: 3 clusters Score -3.042829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251923 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -30428320.000000 Penalty: 6172.622070
	Iteration 65Q: 3 clusters Score -3.042832e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251947 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -30428356.000000 Penalty: 6172.622070
	Iteration 66Q: 3 clusters Score -3.042836e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251961 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -30428352.000000 Penalty: 6172.622070
	Iteration 67Q: 3 clusters Score -3.042835e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251975 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -30428356.000000 Penalty: 6172.622070
	Iteration 68Q: 3 clusters Score -3.042836e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251994 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -30428350.000000 Penalty: 6172.622070
	Iteration 69Q: 3 clusters Score -3.042835e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252008 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -30428348.000000 Penalty: 6172.622070
	Iteration 70Q: 3 clusters Score -3.042835e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252015 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -30428368.000000 Penalty: 6172.622070
	Iteration 71Q: 3 clusters Score -3.042837e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252018 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -30428380.000000 Penalty: 6172.622070
	Iteration 72Q: 3 clusters Score -3.042838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252022 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -30428374.000000 Penalty: 6172.622070
	Iteration 73Q: 3 clusters Score -3.042837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252026 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -30428388.000000 Penalty: 6172.622070
	Iteration 74Q: 3 clusters Score -3.042839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252031 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -30428394.000000 Penalty: 6172.622070
	Iteration 75Q: 3 clusters Score -3.042839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252043 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -30428378.000000 Penalty: 6172.622070
	Iteration 76Q: 3 clusters Score -3.042838e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252053 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -30428392.000000 Penalty: 6172.622070
	Iteration 77Q: 3 clusters Score -3.042839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252060 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -30428378.000000 Penalty: 6172.622070
	Iteration 78Q: 3 clusters Score -3.042838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252064 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -30428376.000000 Penalty: 6172.622070
	Iteration 79Q: 3 clusters Score -3.042838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252071 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -30428400.000000 Penalty: 6172.622070
	Iteration 80F: 3 clusters Score -3.04284e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252073 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -30428378.000000 Penalty: 6172.622070
	Iteration 81Q: 3 clusters Score -3.042838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252077 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -30428386.000000 Penalty: 6172.622070
	Iteration 82Q: 3 clusters Score -3.042839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252082 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -30428384.000000 Penalty: 6172.622070
	Iteration 83Q: 3 clusters Score -3.042838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252083 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -30428360.000000 Penalty: 6172.622070
	Iteration 84Q: 3 clusters Score -3.042836e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252085 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -30428372.000000 Penalty: 6172.622070
	Iteration 85Q: 3 clusters Score -3.042837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252088 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -30428388.000000 Penalty: 6172.622070
	Iteration 86Q: 3 clusters Score -3.042839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252088 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -30428388.000000 Penalty: 6172.622070
	Iteration 87Q: 3 clusters Score -3.042839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252090 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -30428380.000000 Penalty: 6172.622070
	Iteration 88Q: 3 clusters Score -3.042838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252093 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -30428366.000000 Penalty: 6172.622070
	Iteration 89Q: 3 clusters Score -3.042837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252096 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -30428382.000000 Penalty: 6172.622070
	Iteration 90Q: 3 clusters Score -3.042838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252097 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -30428380.000000 Penalty: 6172.622070
	Iteration 91Q: 3 clusters Score -3.042838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252098 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -30428396.000000 Penalty: 6172.622070
	Iteration 92Q: 3 clusters Score -3.04284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252099 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -30428398.000000 Penalty: 6172.622070
	Iteration 93Q: 3 clusters Score -3.04284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252102 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -30428396.000000 Penalty: 6172.622070
	Iteration 94Q: 3 clusters Score -3.04284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252104 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -30428384.000000 Penalty: 6172.622070
	Iteration 95Q: 3 clusters Score -3.042838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252105 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -30428398.000000 Penalty: 6172.622070
	Iteration 96Q: 3 clusters Score -3.04284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252107 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -30428382.000000 Penalty: 6172.622070
	Iteration 97Q: 3 clusters Score -3.042838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252108 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -30428392.000000 Penalty: 6172.622070
	Iteration 98Q: 3 clusters Score -3.042839e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252110 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -30428398.000000 Penalty: 6172.622070
	Iteration 99Q: 3 clusters Score -3.04284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252112 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -30428392.000000 Penalty: 6172.622070
	Iteration 100F: 3 clusters Score -3.042839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252111 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -30428400.000000 Penalty: 6172.622070
	Iteration 101Q: 3 clusters Score -3.04284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252109 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -30428388.000000 Penalty: 6172.622070
	Iteration 102Q: 3 clusters Score -3.042839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252109 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -30428388.000000 Penalty: 6172.622070
	Iteration 103F: 3 clusters Score -3.042839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8309 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Entering Unmasked Estep 
Score: -997084.312500 Penalty: 2238.223633
	Iteration 0F: 2 clusters Score -997084.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -990438.750000 Penalty: 4476.447266
	Iteration 0F: 3 clusters Score -990438.8 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -992261.062500 Penalty: 4476.447266
	Iteration 1F: 3 clusters Score -992261.1 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -992533.875000 Penalty: 4476.447266
	Iteration 2F: 3 clusters Score -992533.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -992710.562500 Penalty: 4476.447266
	Iteration 3F: 3 clusters Score -992710.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -992839.000000 Penalty: 4476.447266
	Iteration 4Q: 3 clusters Score -992839 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -992940.812500 Penalty: 4476.447266
	Iteration 5Q: 3 clusters Score -992940.8 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -993003.187500 Penalty: 4476.447266
	Iteration 6Q: 3 clusters Score -993003.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -993042.750000 Penalty: 4476.447266
	Iteration 7Q: 3 clusters Score -993042.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -993081.125000 Penalty: 4476.447266
	Iteration 8Q: 3 clusters Score -993081.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -993115.062500 Penalty: 4476.447266
	Iteration 9Q: 3 clusters Score -993115.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -993154.437500 Penalty: 4476.447266
	Iteration 10Q: 3 clusters Score -993154.4 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -993206.437500 Penalty: 4476.447266
	Iteration 11Q: 3 clusters Score -993206.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -993256.562500 Penalty: 4476.447266
	Iteration 12Q: 3 clusters Score -993256.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -993344.375000 Penalty: 4476.447266
	Iteration 13Q: 3 clusters Score -993344.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -993478.312500 Penalty: 4476.447266
	Iteration 14Q: 3 clusters Score -993478.3 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -993649.000000 Penalty: 4476.447266
	Iteration 15Q: 3 clusters Score -993649 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -993850.000000 Penalty: 4476.447266
	Iteration 16Q: 3 clusters Score -993850 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -994040.875000 Penalty: 4476.447266
	Iteration 17Q: 3 clusters Score -994040.9 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -994225.062500 Penalty: 4476.447266
	Iteration 18Q: 3 clusters Score -994225.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -994403.437500 Penalty: 4476.447266
	Iteration 19Q: 3 clusters Score -994403.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -994605.187500 Penalty: 4476.447266
	Iteration 20F: 3 clusters Score -994605.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -994788.937500 Penalty: 4476.447266
	Iteration 21Q: 3 clusters Score -994788.9 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -994970.812500 Penalty: 4476.447266
	Iteration 22Q: 3 clusters Score -994970.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -995116.562500 Penalty: 4476.447266
	Iteration 23Q: 3 clusters Score -995116.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -995252.625000 Penalty: 4476.447266
	Iteration 24Q: 3 clusters Score -995252.6 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -995359.625000 Penalty: 4476.447266
	Iteration 25Q: 3 clusters Score -995359.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -995439.312500 Penalty: 4476.447266
	Iteration 26Q: 3 clusters Score -995439.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -995515.312500 Penalty: 4476.447266
	Iteration 27Q: 3 clusters Score -995515.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -995573.000000 Penalty: 4476.447266
	Iteration 28Q: 3 clusters Score -995573 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -995624.000000 Penalty: 4476.447266
	Iteration 29Q: 3 clusters Score -995624 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -995675.562500 Penalty: 4476.447266
	Iteration 30Q: 3 clusters Score -995675.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -995718.937500 Penalty: 4476.447266
	Iteration 31Q: 3 clusters Score -995718.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -995745.687500 Penalty: 4476.447266
	Iteration 32Q: 3 clusters Score -995745.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -995770.875000 Penalty: 4476.447266
	Iteration 33Q: 3 clusters Score -995770.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -995790.937500 Penalty: 4476.447266
	Iteration 34Q: 3 clusters Score -995790.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -995809.375000 Penalty: 4476.447266
	Iteration 35Q: 3 clusters Score -995809.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -995819.750000 Penalty: 4476.447266
	Iteration 36Q: 3 clusters Score -995819.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -995828.875000 Penalty: 4476.447266
	Iteration 37Q: 3 clusters Score -995828.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -995835.625000 Penalty: 4476.447266
	Iteration 38Q: 3 clusters Score -995835.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -995843.187500 Penalty: 4476.447266
	Iteration 39Q: 3 clusters Score -995843.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -995845.625000 Penalty: 4476.447266
	Iteration 40F: 3 clusters Score -995845.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -995848.937500 Penalty: 4476.447266
	Iteration 41Q: 3 clusters Score -995848.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -995851.312500 Penalty: 4476.447266
	Iteration 42Q: 3 clusters Score -995851.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -995852.812500 Penalty: 4476.447266
	Iteration 43Q: 3 clusters Score -995852.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -995851.812500 Penalty: 4476.447266
	Iteration 44Q: 3 clusters Score -995851.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -995851.437500 Penalty: 4476.447266
	Iteration 45Q: 3 clusters Score -995851.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -995852.937500 Penalty: 4476.447266
	Iteration 46Q: 3 clusters Score -995852.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -995853.000000 Penalty: 4476.447266
	Iteration 47Q: 3 clusters Score -995853 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -995853.000000 Penalty: 4476.447266
	Iteration 48F: 3 clusters Score -995853 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Entering Unmasked Estep 
Score: -2365595.750000 Penalty: 2451.092773
	Iteration 0F: 2 clusters Score -2365596 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 9656 members 
Entering Unmasked Estep 
Score: -2351828.000000 Penalty: 4902.185547
	Iteration 0F: 3 clusters Score -2351828 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -2356497.750000 Penalty: 4902.185547
	Iteration 1F: 3 clusters Score -2356498 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -2357046.500000 Penalty: 4902.185547
	Iteration 2F: 3 clusters Score -2357046 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -2357577.250000 Penalty: 4902.185547
	Iteration 3F: 3 clusters Score -2357577 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2358154.750000 Penalty: 4902.185547
	Iteration 4F: 3 clusters Score -2358155 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2358843.250000 Penalty: 4902.185547
	Iteration 5F: 3 clusters Score -2358843 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -2359645.750000 Penalty: 4902.185547
	Iteration 6F: 3 clusters Score -2359646 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2360526.500000 Penalty: 4902.185547
	Iteration 7F: 3 clusters Score -2360526 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2361307.000000 Penalty: 4902.185547
	Iteration 8Q: 3 clusters Score -2361307 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2361928.500000 Penalty: 4902.185547
	Iteration 9Q: 3 clusters Score -2361928 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2362399.500000 Penalty: 4902.185547
	Iteration 10Q: 3 clusters Score -2362400 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2362734.000000 Penalty: 4902.185547
	Iteration 11Q: 3 clusters Score -2362734 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2362952.750000 Penalty: 4902.185547
	Iteration 12Q: 3 clusters Score -2362953 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2363103.000000 Penalty: 4902.185547
	Iteration 13Q: 3 clusters Score -2363103 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2363207.250000 Penalty: 4902.185547
	Iteration 14Q: 3 clusters Score -2363207 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -2363283.000000 Penalty: 4902.185547
	Iteration 15Q: 3 clusters Score -2363283 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -2363347.750000 Penalty: 4902.185547
	Iteration 16Q: 3 clusters Score -2363348 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -2363386.250000 Penalty: 4902.185547
	Iteration 17Q: 3 clusters Score -2363386 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2363417.750000 Penalty: 4902.185547
	Iteration 18Q: 3 clusters Score -2363418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19172 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -2363445.750000 Penalty: 4902.185547
	Iteration 19Q: 3 clusters Score -2363446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2363462.500000 Penalty: 4902.185547
	Iteration 20F: 3 clusters Score -2363462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -2363470.500000 Penalty: 4902.185547
	Iteration 21Q: 3 clusters Score -2363470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -2363478.000000 Penalty: 4902.185547
	Iteration 22Q: 3 clusters Score -2363478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -2363486.000000 Penalty: 4902.185547
	Iteration 23Q: 3 clusters Score -2363486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -2363493.000000 Penalty: 4902.185547
	Iteration 24Q: 3 clusters Score -2363493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2363498.750000 Penalty: 4902.185547
	Iteration 25Q: 3 clusters Score -2363499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19239 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2363503.500000 Penalty: 4902.185547
	Iteration 26Q: 3 clusters Score -2363504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19240 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2363506.500000 Penalty: 4902.185547
	Iteration 27Q: 3 clusters Score -2363506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2363506.000000 Penalty: 4902.185547
	Iteration 28Q: 3 clusters Score -2363506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2363506.000000 Penalty: 4902.185547
	Iteration 29F: 3 clusters Score -2363506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Entering Unmasked Estep 
Score: -477202.843750 Penalty: 2048.730469
	Iteration 0F: 2 clusters Score -477202.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -473336.218750 Penalty: 4097.460938
	Iteration 0F: 3 clusters Score -473336.2 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -474135.000000 Penalty: 4097.460938
	Iteration 1F: 3 clusters Score -474135 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -474323.812500 Penalty: 4097.460938
	Iteration 2F: 3 clusters Score -474323.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -474444.437500 Penalty: 4097.460938
	Iteration 3F: 3 clusters Score -474444.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -474528.656250 Penalty: 4097.460938
	Iteration 4Q: 3 clusters Score -474528.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -474596.937500 Penalty: 4097.460938
	Iteration 5Q: 3 clusters Score -474596.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -474642.218750 Penalty: 4097.460938
	Iteration 6Q: 3 clusters Score -474642.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -474662.687500 Penalty: 4097.460938
	Iteration 7Q: 3 clusters Score -474662.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -474681.750000 Penalty: 4097.460938
	Iteration 8Q: 3 clusters Score -474681.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -474694.500000 Penalty: 4097.460938
	Iteration 9Q: 3 clusters Score -474694.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -474708.312500 Penalty: 4097.460938
	Iteration 10Q: 3 clusters Score -474708.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -474722.156250 Penalty: 4097.460938
	Iteration 11Q: 3 clusters Score -474722.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -474732.906250 Penalty: 4097.460938
	Iteration 12Q: 3 clusters Score -474732.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -474743.281250 Penalty: 4097.460938
	Iteration 13Q: 3 clusters Score -474743.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -474751.968750 Penalty: 4097.460938
	Iteration 14Q: 3 clusters Score -474752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -474757.906250 Penalty: 4097.460938
	Iteration 15Q: 3 clusters Score -474757.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -474766.625000 Penalty: 4097.460938
	Iteration 16Q: 3 clusters Score -474766.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -474780.968750 Penalty: 4097.460938
	Iteration 17Q: 3 clusters Score -474781 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -474795.062500 Penalty: 4097.460938
	Iteration 18Q: 3 clusters Score -474795.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -474809.468750 Penalty: 4097.460938
	Iteration 19Q: 3 clusters Score -474809.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -474827.468750 Penalty: 4097.460938
	Iteration 20F: 3 clusters Score -474827.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -474843.750000 Penalty: 4097.460938
	Iteration 21Q: 3 clusters Score -474843.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -474860.937500 Penalty: 4097.460938
	Iteration 22Q: 3 clusters Score -474860.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -474874.937500 Penalty: 4097.460938
	Iteration 23Q: 3 clusters Score -474874.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -474887.375000 Penalty: 4097.460938
	Iteration 24Q: 3 clusters Score -474887.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -474898.593750 Penalty: 4097.460938
	Iteration 25Q: 3 clusters Score -474898.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -474909.375000 Penalty: 4097.460938
	Iteration 26Q: 3 clusters Score -474909.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -474923.593750 Penalty: 4097.460938
	Iteration 27Q: 3 clusters Score -474923.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -474935.406250 Penalty: 4097.460938
	Iteration 28Q: 3 clusters Score -474935.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -474946.718750 Penalty: 4097.460938
	Iteration 29Q: 3 clusters Score -474946.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -474957.843750 Penalty: 4097.460938
	Iteration 30Q: 3 clusters Score -474957.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -474971.312500 Penalty: 4097.460938
	Iteration 31Q: 3 clusters Score -474971.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -474981.531250 Penalty: 4097.460938
	Iteration 32Q: 3 clusters Score -474981.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -474989.875000 Penalty: 4097.460938
	Iteration 33Q: 3 clusters Score -474989.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -474998.093750 Penalty: 4097.460938
	Iteration 34Q: 3 clusters Score -474998.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -475008.375000 Penalty: 4097.460938
	Iteration 35Q: 3 clusters Score -475008.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -475017.531250 Penalty: 4097.460938
	Iteration 36Q: 3 clusters Score -475017.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -475029.156250 Penalty: 4097.460938
	Iteration 37Q: 3 clusters Score -475029.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -475039.593750 Penalty: 4097.460938
	Iteration 38Q: 3 clusters Score -475039.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -475048.937500 Penalty: 4097.460938
	Iteration 39Q: 3 clusters Score -475048.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -475059.781250 Penalty: 4097.460938
	Iteration 40F: 3 clusters Score -475059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -475070.937500 Penalty: 4097.460938
	Iteration 41Q: 3 clusters Score -475070.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -475080.406250 Penalty: 4097.460938
	Iteration 42Q: 3 clusters Score -475080.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -475087.906250 Penalty: 4097.460938
	Iteration 43Q: 3 clusters Score -475087.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -475094.968750 Penalty: 4097.460938
	Iteration 44Q: 3 clusters Score -475095 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -475100.843750 Penalty: 4097.460938
	Iteration 45Q: 3 clusters Score -475100.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -475102.500000 Penalty: 4097.460938
	Iteration 46Q: 3 clusters Score -475102.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -475104.062500 Penalty: 4097.460938
	Iteration 47Q: 3 clusters Score -475104.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -475106.281250 Penalty: 4097.460938
	Iteration 48Q: 3 clusters Score -475106.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -475105.593750 Penalty: 4097.460938
	Iteration 49Q: 3 clusters Score -475105.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -475106.968750 Penalty: 4097.460938
	Iteration 50Q: 3 clusters Score -475107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -475108.968750 Penalty: 4097.460938
	Iteration 51Q: 3 clusters Score -475109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -475111.343750 Penalty: 4097.460938
	Iteration 52Q: 3 clusters Score -475111.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -475114.187500 Penalty: 4097.460938
	Iteration 53Q: 3 clusters Score -475114.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -475118.218750 Penalty: 4097.460938
	Iteration 54Q: 3 clusters Score -475118.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -475120.843750 Penalty: 4097.460938
	Iteration 55Q: 3 clusters Score -475120.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -475122.562500 Penalty: 4097.460938
	Iteration 56Q: 3 clusters Score -475122.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -475123.437500 Penalty: 4097.460938
	Iteration 57Q: 3 clusters Score -475123.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -475124.250000 Penalty: 4097.460938
	Iteration 58Q: 3 clusters Score -475124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -475126.718750 Penalty: 4097.460938
	Iteration 59Q: 3 clusters Score -475126.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -475131.750000 Penalty: 4097.460938
	Iteration 60F: 3 clusters Score -475131.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -475134.812500 Penalty: 4097.460938
	Iteration 61Q: 3 clusters Score -475134.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -475138.656250 Penalty: 4097.460938
	Iteration 62Q: 3 clusters Score -475138.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -475141.656250 Penalty: 4097.460938
	Iteration 63Q: 3 clusters Score -475141.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -475144.906250 Penalty: 4097.460938
	Iteration 64Q: 3 clusters Score -475144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -475146.906250 Penalty: 4097.460938
	Iteration 65Q: 3 clusters Score -475146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -475148.968750 Penalty: 4097.460938
	Iteration 66Q: 3 clusters Score -475149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -475150.531250 Penalty: 4097.460938
	Iteration 67Q: 3 clusters Score -475150.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -475153.937500 Penalty: 4097.460938
	Iteration 68Q: 3 clusters Score -475153.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -475155.187500 Penalty: 4097.460938
	Iteration 69Q: 3 clusters Score -475155.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -475156.500000 Penalty: 4097.460938
	Iteration 70Q: 3 clusters Score -475156.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -475160.156250 Penalty: 4097.460938
	Iteration 71Q: 3 clusters Score -475160.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -475163.843750 Penalty: 4097.460938
	Iteration 72Q: 3 clusters Score -475163.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -475166.843750 Penalty: 4097.460938
	Iteration 73Q: 3 clusters Score -475166.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -475171.187500 Penalty: 4097.460938
	Iteration 74Q: 3 clusters Score -475171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -475173.625000 Penalty: 4097.460938
	Iteration 75Q: 3 clusters Score -475173.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -475177.875000 Penalty: 4097.460938
	Iteration 76Q: 3 clusters Score -475177.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -475181.531250 Penalty: 4097.460938
	Iteration 77Q: 3 clusters Score -475181.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -475186.031250 Penalty: 4097.460938
	Iteration 78Q: 3 clusters Score -475186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -475190.968750 Penalty: 4097.460938
	Iteration 79Q: 3 clusters Score -475191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -475197.968750 Penalty: 4097.460938
	Iteration 80F: 3 clusters Score -475198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -475204.156250 Penalty: 4097.460938
	Iteration 81Q: 3 clusters Score -475204.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -475208.031250 Penalty: 4097.460938
	Iteration 82Q: 3 clusters Score -475208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -475211.437500 Penalty: 4097.460938
	Iteration 83Q: 3 clusters Score -475211.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -475217.656250 Penalty: 4097.460938
	Iteration 84Q: 3 clusters Score -475217.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -475224.406250 Penalty: 4097.460938
	Iteration 85Q: 3 clusters Score -475224.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -475232.468750 Penalty: 4097.460938
	Iteration 86Q: 3 clusters Score -475232.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -475238.906250 Penalty: 4097.460938
	Iteration 87Q: 3 clusters Score -475238.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -475245.500000 Penalty: 4097.460938
	Iteration 88Q: 3 clusters Score -475245.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -475255.968750 Penalty: 4097.460938
	Iteration 89Q: 3 clusters Score -475256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -475264.187500 Penalty: 4097.460938
	Iteration 90Q: 3 clusters Score -475264.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -475272.750000 Penalty: 4097.460938
	Iteration 91Q: 3 clusters Score -475272.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -475275.531250 Penalty: 4097.460938
	Iteration 92Q: 3 clusters Score -475275.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -475278.000000 Penalty: 4097.460938
	Iteration 93Q: 3 clusters Score -475278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -475280.500000 Penalty: 4097.460938
	Iteration 94Q: 3 clusters Score -475280.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -475282.468750 Penalty: 4097.460938
	Iteration 95Q: 3 clusters Score -475282.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -475288.250000 Penalty: 4097.460938
	Iteration 96Q: 3 clusters Score -475288.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -475292.031250 Penalty: 4097.460938
	Iteration 97Q: 3 clusters Score -475292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -475295.718750 Penalty: 4097.460938
	Iteration 98Q: 3 clusters Score -475295.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -475300.468750 Penalty: 4097.460938
	Iteration 99Q: 3 clusters Score -475300.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -475306.531250 Penalty: 4097.460938
	Iteration 100F: 3 clusters Score -475306.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -475313.187500 Penalty: 4097.460938
	Iteration 101Q: 3 clusters Score -475313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -475319.718750 Penalty: 4097.460938
	Iteration 102Q: 3 clusters Score -475319.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -475328.281250 Penalty: 4097.460938
	Iteration 103Q: 3 clusters Score -475328.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -475334.843750 Penalty: 4097.460938
	Iteration 104Q: 3 clusters Score -475334.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -475338.406250 Penalty: 4097.460938
	Iteration 105Q: 3 clusters Score -475338.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -475341.187500 Penalty: 4097.460938
	Iteration 106Q: 3 clusters Score -475341.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -475345.437500 Penalty: 4097.460938
	Iteration 107Q: 3 clusters Score -475345.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -475348.062500 Penalty: 4097.460938
	Iteration 108Q: 3 clusters Score -475348.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -475350.718750 Penalty: 4097.460938
	Iteration 109Q: 3 clusters Score -475350.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -475350.156250 Penalty: 4097.460938
	Iteration 110Q: 3 clusters Score -475350.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -475351.656250 Penalty: 4097.460938
	Iteration 111Q: 3 clusters Score -475351.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -475352.937500 Penalty: 4097.460938
	Iteration 112Q: 3 clusters Score -475352.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -475353.687500 Penalty: 4097.460938
	Iteration 113Q: 3 clusters Score -475353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -475354.375000 Penalty: 4097.460938
	Iteration 114Q: 3 clusters Score -475354.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -475354.843750 Penalty: 4097.460938
	Iteration 115Q: 3 clusters Score -475354.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -475355.562500 Penalty: 4097.460938
	Iteration 116Q: 3 clusters Score -475355.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -475357.875000 Penalty: 4097.460938
	Iteration 117Q: 3 clusters Score -475357.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -475359.312500 Penalty: 4097.460938
	Iteration 118Q: 3 clusters Score -475359.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -475360.250000 Penalty: 4097.460938
	Iteration 119Q: 3 clusters Score -475360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -475360.906250 Penalty: 4097.460938
	Iteration 120F: 3 clusters Score -475360.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50245 members 
Entering Unmasked Estep 
Score: -5884557.000000 Penalty: 2684.517090
	Iteration 0F: 2 clusters Score -5884557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -5850564.000000 Penalty: 5369.034180
	Iteration 0F: 3 clusters Score -5850564 nChanged 23261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 25776 members 
Entering Unmasked Estep 
Score: -5863435.500000 Penalty: 5369.034180
	Iteration 1F: 3 clusters Score -5863436 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23914 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -5863953.500000 Penalty: 5369.034180
	Iteration 2Q: 3 clusters Score -5863954 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -5864462.500000 Penalty: 5369.034180
	Iteration 3Q: 3 clusters Score -5864462 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -5865036.500000 Penalty: 5369.034180
	Iteration 4Q: 3 clusters Score -5865036 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -5866046.000000 Penalty: 5369.034180
	Iteration 5Q: 3 clusters Score -5866046 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 32577 members 
Entering Unmasked Estep 
Score: -5867458.000000 Penalty: 5369.034180
	Iteration 6F: 3 clusters Score -5867458 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -5869742.000000 Penalty: 5369.034180
	Iteration 7F: 3 clusters Score -5869742 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 39244 members 
Entering Unmasked Estep 
Score: -5872633.000000 Penalty: 5369.034180
	Iteration 8F: 3 clusters Score -5872633 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 42698 members 
Entering Unmasked Estep 
Score: -5875612.000000 Penalty: 5369.034180
	Iteration 9F: 3 clusters Score -5875612 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -5878190.000000 Penalty: 5369.034180
	Iteration 10F: 3 clusters Score -5878190 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 47519 members 
Entering Unmasked Estep 
Score: -5880207.000000 Penalty: 5369.034180
	Iteration 11Q: 3 clusters Score -5880207 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 48753 members 
Entering Unmasked Estep 
Score: -5881454.500000 Penalty: 5369.034180
	Iteration 12Q: 3 clusters Score -5881454 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 49373 members 
Entering Unmasked Estep 
Score: -5882057.000000 Penalty: 5369.034180
	Iteration 13Q: 3 clusters Score -5882057 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 49625 members 
Entering Unmasked Estep 
Score: -5882351.500000 Penalty: 5369.034180
	Iteration 14Q: 3 clusters Score -5882352 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 49719 members 
Entering Unmasked Estep 
Score: -5882497.500000 Penalty: 5369.034180
	Iteration 15Q: 3 clusters Score -5882498 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -5882572.000000 Penalty: 5369.034180
	Iteration 16Q: 3 clusters Score -5882572 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 49794 members 
Entering Unmasked Estep 
Score: -5882623.500000 Penalty: 5369.034180
	Iteration 17Q: 3 clusters Score -5882624 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 49801 members 
Entering Unmasked Estep 
Score: -5882646.000000 Penalty: 5369.034180
	Iteration 18Q: 3 clusters Score -5882646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -5882654.000000 Penalty: 5369.034180
	Iteration 19Q: 3 clusters Score -5882654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -5882654.500000 Penalty: 5369.034180
	Iteration 20F: 3 clusters Score -5882654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 49809 members 
Entering Unmasked Estep 
Score: -5882657.000000 Penalty: 5369.034180
	Iteration 21Q: 3 clusters Score -5882657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -5882658.500000 Penalty: 5369.034180
	Iteration 22Q: 3 clusters Score -5882658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 49812 members 
Entering Unmasked Estep 
Score: -5882661.000000 Penalty: 5369.034180
	Iteration 23Q: 3 clusters Score -5882661 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 49813 members 
Entering Unmasked Estep 
Score: -5882660.000000 Penalty: 5369.034180
	Iteration 24Q: 3 clusters Score -5882660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 49814 members 
Entering Unmasked Estep 
Score: -5882659.500000 Penalty: 5369.034180
	Iteration 25Q: 3 clusters Score -5882660 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -5882659.000000 Penalty: 5369.034180
	Iteration 26Q: 3 clusters Score -5882659 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -5882659.000000 Penalty: 5369.034180
	Iteration 27F: 3 clusters Score -5882659 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Entering Unmasked Estep 
Score: -1940836.750000 Penalty: 2396.410156
	Iteration 0F: 2 clusters Score -1940837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1929557.250000 Penalty: 4792.820312
	Iteration 0F: 3 clusters Score -1929557 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1933172.875000 Penalty: 4792.820312
	Iteration 1F: 3 clusters Score -1933173 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -1933475.875000 Penalty: 4792.820312
	Iteration 2F: 3 clusters Score -1933476 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1933687.875000 Penalty: 4792.820312
	Iteration 3Q: 3 clusters Score -1933688 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1933839.125000 Penalty: 4792.820312
	Iteration 4Q: 3 clusters Score -1933839 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1933939.125000 Penalty: 4792.820312
	Iteration 5Q: 3 clusters Score -1933939 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1934056.875000 Penalty: 4792.820312
	Iteration 6Q: 3 clusters Score -1934057 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -1934152.375000 Penalty: 4792.820312
	Iteration 7Q: 3 clusters Score -1934152 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1934240.625000 Penalty: 4792.820312
	Iteration 8Q: 3 clusters Score -1934241 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1934304.875000 Penalty: 4792.820312
	Iteration 9Q: 3 clusters Score -1934305 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1934393.250000 Penalty: 4792.820312
	Iteration 10Q: 3 clusters Score -1934393 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1934473.750000 Penalty: 4792.820312
	Iteration 11Q: 3 clusters Score -1934474 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1934586.000000 Penalty: 4792.820312
	Iteration 12Q: 3 clusters Score -1934586 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1934706.375000 Penalty: 4792.820312
	Iteration 13Q: 3 clusters Score -1934706 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1934862.750000 Penalty: 4792.820312
	Iteration 14Q: 3 clusters Score -1934863 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -1935079.625000 Penalty: 4792.820312
	Iteration 15Q: 3 clusters Score -1935080 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1935370.875000 Penalty: 4792.820312
	Iteration 16Q: 3 clusters Score -1935371 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1935753.250000 Penalty: 4792.820312
	Iteration 17Q: 3 clusters Score -1935753 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1936262.875000 Penalty: 4792.820312
	Iteration 18Q: 3 clusters Score -1936263 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1936818.500000 Penalty: 4792.820312
	Iteration 19Q: 3 clusters Score -1936818 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1937304.375000 Penalty: 4792.820312
	Iteration 20F: 3 clusters Score -1937304 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1937597.000000 Penalty: 4792.820312
	Iteration 21Q: 3 clusters Score -1937597 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -1937744.500000 Penalty: 4792.820312
	Iteration 22Q: 3 clusters Score -1937744 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1937842.000000 Penalty: 4792.820312
	Iteration 23Q: 3 clusters Score -1937842 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1937879.375000 Penalty: 4792.820312
	Iteration 24Q: 3 clusters Score -1937879 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9971 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1937904.000000 Penalty: 4792.820312
	Iteration 25Q: 3 clusters Score -1937904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1937923.250000 Penalty: 4792.820312
	Iteration 26Q: 3 clusters Score -1937923 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1937942.875000 Penalty: 4792.820312
	Iteration 27Q: 3 clusters Score -1937943 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1937946.500000 Penalty: 4792.820312
	Iteration 28Q: 3 clusters Score -1937946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1937958.750000 Penalty: 4792.820312
	Iteration 29Q: 3 clusters Score -1937959 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1937973.875000 Penalty: 4792.820312
	Iteration 30Q: 3 clusters Score -1937974 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1937987.875000 Penalty: 4792.820312
	Iteration 31Q: 3 clusters Score -1937988 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1937997.000000 Penalty: 4792.820312
	Iteration 32Q: 3 clusters Score -1937997 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1937997.250000 Penalty: 4792.820312
	Iteration 33Q: 3 clusters Score -1937997 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1938001.500000 Penalty: 4792.820312
	Iteration 34Q: 3 clusters Score -1938002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1938019.875000 Penalty: 4792.820312
	Iteration 35Q: 3 clusters Score -1938020 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1938020.125000 Penalty: 4792.820312
	Iteration 36Q: 3 clusters Score -1938020 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1938031.750000 Penalty: 4792.820312
	Iteration 37Q: 3 clusters Score -1938032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1938035.875000 Penalty: 4792.820312
	Iteration 38Q: 3 clusters Score -1938036 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1938039.625000 Penalty: 4792.820312
	Iteration 39Q: 3 clusters Score -1938040 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1938038.750000 Penalty: 4792.820312
	Iteration 40F: 3 clusters Score -1938039 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1938041.625000 Penalty: 4792.820312
	Iteration 41Q: 3 clusters Score -1938042 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -1938046.750000 Penalty: 4792.820312
	Iteration 42Q: 3 clusters Score -1938047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1938047.000000 Penalty: 4792.820312
	Iteration 43Q: 3 clusters Score -1938047 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1938052.625000 Penalty: 4792.820312
	Iteration 44Q: 3 clusters Score -1938053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1938052.625000 Penalty: 4792.820312
	Iteration 45Q: 3 clusters Score -1938053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1938048.750000 Penalty: 4792.820312
	Iteration 46Q: 3 clusters Score -1938049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -1938049.875000 Penalty: 4792.820312
	Iteration 47Q: 3 clusters Score -1938050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1938048.750000 Penalty: 4792.820312
	Iteration 48Q: 3 clusters Score -1938049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1938050.750000 Penalty: 4792.820312
	Iteration 49Q: 3 clusters Score -1938051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -1938053.375000 Penalty: 4792.820312
	Iteration 50Q: 3 clusters Score -1938053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1938053.250000 Penalty: 4792.820312
	Iteration 51Q: 3 clusters Score -1938053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1938052.125000 Penalty: 4792.820312
	Iteration 52Q: 3 clusters Score -1938052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1938052.125000 Penalty: 4792.820312
	Iteration 53Q: 3 clusters Score -1938052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1938049.375000 Penalty: 4792.820312
	Iteration 54Q: 3 clusters Score -1938049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1938052.000000 Penalty: 4792.820312
	Iteration 55Q: 3 clusters Score -1938052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1938054.500000 Penalty: 4792.820312
	Iteration 56Q: 3 clusters Score -1938054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1938055.875000 Penalty: 4792.820312
	Iteration 57Q: 3 clusters Score -1938056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -1938059.125000 Penalty: 4792.820312
	Iteration 58Q: 3 clusters Score -1938059 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1938059.250000 Penalty: 4792.820312
	Iteration 59Q: 3 clusters Score -1938059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -1938058.875000 Penalty: 4792.820312
	Iteration 60F: 3 clusters Score -1938059 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1938060.000000 Penalty: 4792.820312
	Iteration 61Q: 3 clusters Score -1938060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1938063.250000 Penalty: 4792.820312
	Iteration 62Q: 3 clusters Score -1938063 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1938065.000000 Penalty: 4792.820312
	Iteration 63Q: 3 clusters Score -1938065 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1938066.375000 Penalty: 4792.820312
	Iteration 64Q: 3 clusters Score -1938066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1938066.500000 Penalty: 4792.820312
	Iteration 65Q: 3 clusters Score -1938066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1938068.125000 Penalty: 4792.820312
	Iteration 66Q: 3 clusters Score -1938068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -1938070.750000 Penalty: 4792.820312
	Iteration 67Q: 3 clusters Score -1938071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1938073.875000 Penalty: 4792.820312
	Iteration 68Q: 3 clusters Score -1938074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1938069.125000 Penalty: 4792.820312
	Iteration 69Q: 3 clusters Score -1938069 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1938074.250000 Penalty: 4792.820312
	Iteration 70Q: 3 clusters Score -1938074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1938075.625000 Penalty: 4792.820312
	Iteration 71Q: 3 clusters Score -1938076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1938077.250000 Penalty: 4792.820312
	Iteration 72Q: 3 clusters Score -1938077 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1938079.375000 Penalty: 4792.820312
	Iteration 73Q: 3 clusters Score -1938079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1938083.750000 Penalty: 4792.820312
	Iteration 74Q: 3 clusters Score -1938084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1938080.750000 Penalty: 4792.820312
	Iteration 75Q: 3 clusters Score -1938081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1938083.000000 Penalty: 4792.820312
	Iteration 76Q: 3 clusters Score -1938083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1938081.750000 Penalty: 4792.820312
	Iteration 77Q: 3 clusters Score -1938082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -1938082.125000 Penalty: 4792.820312
	Iteration 78Q: 3 clusters Score -1938082 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1938081.125000 Penalty: 4792.820312
	Iteration 79Q: 3 clusters Score -1938081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -1938081.375000 Penalty: 4792.820312
	Iteration 80F: 3 clusters Score -1938081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1938081.625000 Penalty: 4792.820312
	Iteration 81Q: 3 clusters Score -1938082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1938081.125000 Penalty: 4792.820312
	Iteration 82Q: 3 clusters Score -1938081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1938082.125000 Penalty: 4792.820312
	Iteration 83Q: 3 clusters Score -1938082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1938079.000000 Penalty: 4792.820312
	Iteration 84Q: 3 clusters Score -1938079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1938084.875000 Penalty: 4792.820312
	Iteration 85Q: 3 clusters Score -1938085 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -1938085.500000 Penalty: 4792.820312
	Iteration 86Q: 3 clusters Score -1938086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1938084.500000 Penalty: 4792.820312
	Iteration 87Q: 3 clusters Score -1938084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1938087.625000 Penalty: 4792.820312
	Iteration 88Q: 3 clusters Score -1938088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1938085.250000 Penalty: 4792.820312
	Iteration 89Q: 3 clusters Score -1938085 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1938083.625000 Penalty: 4792.820312
	Iteration 90Q: 3 clusters Score -1938084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -1938083.125000 Penalty: 4792.820312
	Iteration 91Q: 3 clusters Score -1938083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -1938085.000000 Penalty: 4792.820312
	Iteration 92Q: 3 clusters Score -1938085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1938086.875000 Penalty: 4792.820312
	Iteration 93Q: 3 clusters Score -1938087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1938086.250000 Penalty: 4792.820312
	Iteration 94Q: 3 clusters Score -1938086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1938086.250000 Penalty: 4792.820312
	Iteration 95F: 3 clusters Score -1938086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -269100.187500 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -269100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -266282.562500 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -266282.6 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -266785.406250 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -266785.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -266917.500000 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -266917.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -266993.187500 Penalty: 3836.775146
	Iteration 3Q: 3 clusters Score -266993.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -267048.906250 Penalty: 3836.775146
	Iteration 4Q: 3 clusters Score -267048.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -267086.812500 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -267086.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -267127.937500 Penalty: 3836.775146
	Iteration 6Q: 3 clusters Score -267127.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -267168.750000 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -267168.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -267202.718750 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -267202.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -267227.125000 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -267227.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -267246.750000 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -267246.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -267273.218750 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -267273.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -267299.625000 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -267299.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -267318.718750 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -267318.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -267340.218750 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -267340.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -267367.156250 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -267367.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -267393.875000 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -267393.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -267423.375000 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -267423.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -267460.375000 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -267460.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -267493.406250 Penalty: 3836.775146
	Iteration 19Q: 3 clusters Score -267493.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -267517.500000 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -267517.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267544.031250 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -267544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -267565.187500 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -267565.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -267582.218750 Penalty: 3836.775146
	Iteration 23Q: 3 clusters Score -267582.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -267603.781250 Penalty: 3836.775146
	Iteration 24Q: 3 clusters Score -267603.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -267623.968750 Penalty: 3836.775146
	Iteration 25Q: 3 clusters Score -267624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -267633.781250 Penalty: 3836.775146
	Iteration 26Q: 3 clusters Score -267633.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -267641.843750 Penalty: 3836.775146
	Iteration 27Q: 3 clusters Score -267641.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -267646.625000 Penalty: 3836.775146
	Iteration 28Q: 3 clusters Score -267646.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -267653.000000 Penalty: 3836.775146
	Iteration 29Q: 3 clusters Score -267653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -267657.375000 Penalty: 3836.775146
	Iteration 30Q: 3 clusters Score -267657.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -267662.187500 Penalty: 3836.775146
	Iteration 31Q: 3 clusters Score -267662.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -267668.000000 Penalty: 3836.775146
	Iteration 32Q: 3 clusters Score -267668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -267672.000000 Penalty: 3836.775146
	Iteration 33Q: 3 clusters Score -267672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -267674.562500 Penalty: 3836.775146
	Iteration 34Q: 3 clusters Score -267674.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -267678.375000 Penalty: 3836.775146
	Iteration 35Q: 3 clusters Score -267678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -267680.281250 Penalty: 3836.775146
	Iteration 36Q: 3 clusters Score -267680.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -267680.406250 Penalty: 3836.775146
	Iteration 37Q: 3 clusters Score -267680.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -267683.093750 Penalty: 3836.775146
	Iteration 38Q: 3 clusters Score -267683.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -267683.250000 Penalty: 3836.775146
	Iteration 39Q: 3 clusters Score -267683.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -267683.250000 Penalty: 3836.775146
	Iteration 40F: 3 clusters Score -267683.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172245 members 
Entering Unmasked Estep 
Score: -20698812.000000 Penalty: 2990.054932
	Iteration 0F: 2 clusters Score -2.069881e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86374 members 
Mstep: Class 2 contains 85871 members 
Entering Unmasked Estep 
Score: -20586458.000000 Penalty: 5980.109863
	Iteration 0F: 3 clusters Score -2.058646e+07 nChanged 82423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90817 members 
Mstep: Class 2 contains 81428 members 
Entering Unmasked Estep 
Score: -20635722.000000 Penalty: 5980.109863
	Iteration 1F: 3 clusters Score -2.063572e+07 nChanged 6969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93796 members 
Mstep: Class 2 contains 78449 members 
Entering Unmasked Estep 
Score: -20638308.000000 Penalty: 5980.109863
	Iteration 2Q: 3 clusters Score -2.063831e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98240 members 
Mstep: Class 2 contains 74005 members 
Entering Unmasked Estep 
Score: -20642166.000000 Penalty: 5980.109863
	Iteration 3Q: 3 clusters Score -2.064217e+07 nChanged 10001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104483 members 
Mstep: Class 2 contains 67762 members 
Entering Unmasked Estep 
Score: -20647748.000000 Penalty: 5980.109863
	Iteration 4F: 3 clusters Score -2.064775e+07 nChanged 11516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112461 members 
Mstep: Class 2 contains 59784 members 
Entering Unmasked Estep 
Score: -20655570.000000 Penalty: 5980.109863
	Iteration 5F: 3 clusters Score -2.065557e+07 nChanged 12037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121404 members 
Mstep: Class 2 contains 50841 members 
Entering Unmasked Estep 
Score: -20665736.000000 Penalty: 5980.109863
	Iteration 6F: 3 clusters Score -2.066574e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129383 members 
Mstep: Class 2 contains 42862 members 
Entering Unmasked Estep 
Score: -20675954.000000 Penalty: 5980.109863
	Iteration 7F: 3 clusters Score -2.067595e+07 nChanged 8413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134958 members 
Mstep: Class 2 contains 37287 members 
Entering Unmasked Estep 
Score: -20683036.000000 Penalty: 5980.109863
	Iteration 8Q: 3 clusters Score -2.068304e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138796 members 
Mstep: Class 2 contains 33449 members 
Entering Unmasked Estep 
Score: -20687004.000000 Penalty: 5980.109863
	Iteration 9Q: 3 clusters Score -2.0687e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -20689050.000000 Penalty: 5980.109863
	Iteration 10Q: 3 clusters Score -2.068905e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144315 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -20690290.000000 Penalty: 5980.109863
	Iteration 11Q: 3 clusters Score -2.069029e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146557 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -20691342.000000 Penalty: 5980.109863
	Iteration 12Q: 3 clusters Score -2.069134e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148542 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -20691982.000000 Penalty: 5980.109863
	Iteration 13Q: 3 clusters Score -2.069198e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150332 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -20692592.000000 Penalty: 5980.109863
	Iteration 14Q: 3 clusters Score -2.069259e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151936 members 
Mstep: Class 2 contains 20309 members 
Entering Unmasked Estep 
Score: -20693022.000000 Penalty: 5980.109863
	Iteration 15Q: 3 clusters Score -2.069302e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153358 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -20693380.000000 Penalty: 5980.109863
	Iteration 16Q: 3 clusters Score -2.069338e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154636 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -20693818.000000 Penalty: 5980.109863
	Iteration 17Q: 3 clusters Score -2.069382e+07 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155834 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -20694050.000000 Penalty: 5980.109863
	Iteration 18Q: 3 clusters Score -2.069405e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156957 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -20694264.000000 Penalty: 5980.109863
	Iteration 19Q: 3 clusters Score -2.069426e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157995 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -20694474.000000 Penalty: 5980.109863
	Iteration 20F: 3 clusters Score -2.069447e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158940 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -20694668.000000 Penalty: 5980.109863
	Iteration 21Q: 3 clusters Score -2.069467e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159812 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -20694890.000000 Penalty: 5980.109863
	Iteration 22Q: 3 clusters Score -2.069489e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160596 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -20695092.000000 Penalty: 5980.109863
	Iteration 23Q: 3 clusters Score -2.069509e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161283 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -20695160.000000 Penalty: 5980.109863
	Iteration 24Q: 3 clusters Score -2.069516e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161894 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -20695286.000000 Penalty: 5980.109863
	Iteration 25Q: 3 clusters Score -2.069529e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162466 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -20695518.000000 Penalty: 5980.109863
	Iteration 26Q: 3 clusters Score -2.069552e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163001 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -20695638.000000 Penalty: 5980.109863
	Iteration 27Q: 3 clusters Score -2.069564e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163484 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -20695660.000000 Penalty: 5980.109863
	Iteration 28Q: 3 clusters Score -2.069566e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163921 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -20695816.000000 Penalty: 5980.109863
	Iteration 29Q: 3 clusters Score -2.069582e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164336 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -20695890.000000 Penalty: 5980.109863
	Iteration 30Q: 3 clusters Score -2.069589e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164714 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -20695898.000000 Penalty: 5980.109863
	Iteration 31Q: 3 clusters Score -2.06959e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165082 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -20695980.000000 Penalty: 5980.109863
	Iteration 32Q: 3 clusters Score -2.069598e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165449 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -20696072.000000 Penalty: 5980.109863
	Iteration 33Q: 3 clusters Score -2.069607e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165779 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -20696080.000000 Penalty: 5980.109863
	Iteration 34Q: 3 clusters Score -2.069608e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166080 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -20696154.000000 Penalty: 5980.109863
	Iteration 35Q: 3 clusters Score -2.069615e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166391 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -20696182.000000 Penalty: 5980.109863
	Iteration 36Q: 3 clusters Score -2.069618e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166691 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -20696190.000000 Penalty: 5980.109863
	Iteration 37Q: 3 clusters Score -2.069619e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166962 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -20696262.000000 Penalty: 5980.109863
	Iteration 38Q: 3 clusters Score -2.069626e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167208 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -20696364.000000 Penalty: 5980.109863
	Iteration 39Q: 3 clusters Score -2.069636e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167436 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -20696382.000000 Penalty: 5980.109863
	Iteration 40F: 3 clusters Score -2.069638e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167642 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -20696410.000000 Penalty: 5980.109863
	Iteration 41Q: 3 clusters Score -2.069641e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167815 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -20696452.000000 Penalty: 5980.109863
	Iteration 42Q: 3 clusters Score -2.069645e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -20696426.000000 Penalty: 5980.109863
	Iteration 43Q: 3 clusters Score -2.069643e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168121 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -20696466.000000 Penalty: 5980.109863
	Iteration 44Q: 3 clusters Score -2.069647e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -20696472.000000 Penalty: 5980.109863
	Iteration 45Q: 3 clusters Score -2.069647e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168376 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -20696480.000000 Penalty: 5980.109863
	Iteration 46Q: 3 clusters Score -2.069648e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168495 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -20696486.000000 Penalty: 5980.109863
	Iteration 47Q: 3 clusters Score -2.069649e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168599 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -20696518.000000 Penalty: 5980.109863
	Iteration 48Q: 3 clusters Score -2.069652e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168711 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -20696508.000000 Penalty: 5980.109863
	Iteration 49Q: 3 clusters Score -2.069651e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168802 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -20696534.000000 Penalty: 5980.109863
	Iteration 50Q: 3 clusters Score -2.069653e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168883 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -20696584.000000 Penalty: 5980.109863
	Iteration 51Q: 3 clusters Score -2.069658e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168966 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -20696590.000000 Penalty: 5980.109863
	Iteration 52Q: 3 clusters Score -2.069659e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169044 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -20696590.000000 Penalty: 5980.109863
	Iteration 53Q: 3 clusters Score -2.069659e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169113 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -20696600.000000 Penalty: 5980.109863
	Iteration 54Q: 3 clusters Score -2.06966e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169183 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -20696608.000000 Penalty: 5980.109863
	Iteration 55Q: 3 clusters Score -2.069661e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169253 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -20696650.000000 Penalty: 5980.109863
	Iteration 56Q: 3 clusters Score -2.069665e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169308 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -20696660.000000 Penalty: 5980.109863
	Iteration 57Q: 3 clusters Score -2.069666e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169356 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -20696646.000000 Penalty: 5980.109863
	Iteration 58Q: 3 clusters Score -2.069665e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -20696642.000000 Penalty: 5980.109863
	Iteration 59Q: 3 clusters Score -2.069664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169451 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -20696652.000000 Penalty: 5980.109863
	Iteration 60F: 3 clusters Score -2.069665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169497 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -20696646.000000 Penalty: 5980.109863
	Iteration 61Q: 3 clusters Score -2.069665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169529 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -20696638.000000 Penalty: 5980.109863
	Iteration 62Q: 3 clusters Score -2.069664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169559 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -20696628.000000 Penalty: 5980.109863
	Iteration 63Q: 3 clusters Score -2.069663e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169596 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -20696648.000000 Penalty: 5980.109863
	Iteration 64Q: 3 clusters Score -2.069665e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169630 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -20696632.000000 Penalty: 5980.109863
	Iteration 65Q: 3 clusters Score -2.069663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169664 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -20696646.000000 Penalty: 5980.109863
	Iteration 66Q: 3 clusters Score -2.069665e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169706 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -20696682.000000 Penalty: 5980.109863
	Iteration 67Q: 3 clusters Score -2.069668e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169743 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -20696690.000000 Penalty: 5980.109863
	Iteration 68Q: 3 clusters Score -2.069669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169781 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -20696724.000000 Penalty: 5980.109863
	Iteration 69Q: 3 clusters Score -2.069672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169803 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -20696712.000000 Penalty: 5980.109863
	Iteration 70Q: 3 clusters Score -2.069671e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169824 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -20696712.000000 Penalty: 5980.109863
	Iteration 71Q: 3 clusters Score -2.069671e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169837 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -20696722.000000 Penalty: 5980.109863
	Iteration 72Q: 3 clusters Score -2.069672e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169855 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -20696704.000000 Penalty: 5980.109863
	Iteration 73Q: 3 clusters Score -2.06967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169868 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -20696700.000000 Penalty: 5980.109863
	Iteration 74Q: 3 clusters Score -2.06967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169882 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -20696684.000000 Penalty: 5980.109863
	Iteration 75Q: 3 clusters Score -2.069668e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169897 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -20696692.000000 Penalty: 5980.109863
	Iteration 76Q: 3 clusters Score -2.069669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169908 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -20696684.000000 Penalty: 5980.109863
	Iteration 77Q: 3 clusters Score -2.069668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169917 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -20696714.000000 Penalty: 5980.109863
	Iteration 78Q: 3 clusters Score -2.069671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169921 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -20696726.000000 Penalty: 5980.109863
	Iteration 79Q: 3 clusters Score -2.069673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169925 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -20696714.000000 Penalty: 5980.109863
	Iteration 80F: 3 clusters Score -2.069671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169929 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -20696718.000000 Penalty: 5980.109863
	Iteration 81Q: 3 clusters Score -2.069672e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169933 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -20696716.000000 Penalty: 5980.109863
	Iteration 82Q: 3 clusters Score -2.069672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169936 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -20696712.000000 Penalty: 5980.109863
	Iteration 83Q: 3 clusters Score -2.069671e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169938 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -20696728.000000 Penalty: 5980.109863
	Iteration 84Q: 3 clusters Score -2.069673e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -20696726.000000 Penalty: 5980.109863
	Iteration 85Q: 3 clusters Score -2.069673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169940 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -20696726.000000 Penalty: 5980.109863
	Iteration 86F: 3 clusters Score -2.069673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -272980.156250 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -272980.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -270027.500000 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -270027.5 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -270667.093750 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -270667.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -270843.062500 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -270843.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -270962.000000 Penalty: 3869.287109
	Iteration 3F: 3 clusters Score -270962 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -271025.906250 Penalty: 3869.287109
	Iteration 4Q: 3 clusters Score -271025.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -271068.000000 Penalty: 3869.287109
	Iteration 5Q: 3 clusters Score -271068 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -271095.531250 Penalty: 3869.287109
	Iteration 6Q: 3 clusters Score -271095.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -271108.468750 Penalty: 3869.287109
	Iteration 7Q: 3 clusters Score -271108.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -271120.218750 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -271120.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -271130.031250 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -271130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -271135.656250 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -271135.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -271140.312500 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -271140.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -271145.031250 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -271145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -271151.093750 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -271151.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -271154.968750 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -271155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -271162.062500 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -271162.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -271170.125000 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -271170.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -271181.437500 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -271181.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -271192.562500 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -271192.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -271207.812500 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -271207.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -271220.468750 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -271220.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -271231.125000 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -271231.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -271235.937500 Penalty: 3869.287109
	Iteration 22Q: 3 clusters Score -271235.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -271240.656250 Penalty: 3869.287109
	Iteration 23Q: 3 clusters Score -271240.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -271242.875000 Penalty: 3869.287109
	Iteration 24Q: 3 clusters Score -271242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -271245.687500 Penalty: 3869.287109
	Iteration 25Q: 3 clusters Score -271245.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -271250.343750 Penalty: 3869.287109
	Iteration 26Q: 3 clusters Score -271250.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -271253.468750 Penalty: 3869.287109
	Iteration 27Q: 3 clusters Score -271253.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -271255.218750 Penalty: 3869.287109
	Iteration 28Q: 3 clusters Score -271255.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -271255.968750 Penalty: 3869.287109
	Iteration 29Q: 3 clusters Score -271256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -271256.812500 Penalty: 3869.287109
	Iteration 30Q: 3 clusters Score -271256.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -271257.750000 Penalty: 3869.287109
	Iteration 31Q: 3 clusters Score -271257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -271258.312500 Penalty: 3869.287109
	Iteration 32Q: 3 clusters Score -271258.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -271259.000000 Penalty: 3869.287109
	Iteration 33Q: 3 clusters Score -271259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -271259.250000 Penalty: 3869.287109
	Iteration 34Q: 3 clusters Score -271259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -271259.250000 Penalty: 3869.287109
	Iteration 35F: 3 clusters Score -271259.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152107 members 
Mstep: Class 4 contains 253927 members 
Mstep: Class 5 contains 8309 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50245 members 
Mstep: Class 14 contains 15724 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172245 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 319Q: 13 clusters Score -8.109341e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152111 members 
Mstep: Class 4 contains 253924 members 
Mstep: Class 5 contains 8310 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50246 members 
Mstep: Class 14 contains 15724 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172242 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 320F: 13 clusters Score -8.109343e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152116 members 
Mstep: Class 4 contains 253913 members 
Mstep: Class 5 contains 8312 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50246 members 
Mstep: Class 14 contains 15724 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172246 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093424.000000 Penalty: 39986.421875
Iteration 321Q: 13 clusters Score -8.109342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152121 members 
Mstep: Class 4 contains 253904 members 
Mstep: Class 5 contains 8315 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50247 members 
Mstep: Class 14 contains 15723 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172247 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 322Q: 13 clusters Score -8.109345e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152126 members 
Mstep: Class 4 contains 253899 members 
Mstep: Class 5 contains 8317 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50248 members 
Mstep: Class 14 contains 15723 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172244 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 323Q: 13 clusters Score -8.10934e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152130 members 
Mstep: Class 4 contains 253894 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50248 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172244 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 324Q: 13 clusters Score -8.109339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152131 members 
Mstep: Class 4 contains 253892 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50248 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172245 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 325Q: 13 clusters Score -8.109339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152129 members 
Mstep: Class 4 contains 253892 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50248 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172247 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 326Q: 13 clusters Score -8.109342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152128 members 
Mstep: Class 4 contains 253892 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50248 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172249 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 327Q: 13 clusters Score -8.109338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152127 members 
Mstep: Class 4 contains 253890 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50249 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172252 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 328Q: 13 clusters Score -8.109339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152129 members 
Mstep: Class 4 contains 253886 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50251 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172253 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 329Q: 13 clusters Score -8.109338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152128 members 
Mstep: Class 4 contains 253883 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50253 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172255 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 330Q: 13 clusters Score -8.109341e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152128 members 
Mstep: Class 4 contains 253883 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50253 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172255 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 331Q: 13 clusters Score -8.109339e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152128 members 
Mstep: Class 4 contains 253884 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50253 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172255 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 332Q: 13 clusters Score -8.109338e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152127 members 
Mstep: Class 4 contains 253884 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50253 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172255 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 333Q: 13 clusters Score -8.109337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152124 members 
Mstep: Class 4 contains 253887 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50252 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172255 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 334Q: 13 clusters Score -8.109339e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152123 members 
Mstep: Class 4 contains 253889 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50251 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172255 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 335Q: 13 clusters Score -8.109338e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152115 members 
Mstep: Class 4 contains 253894 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50251 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172258 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 336Q: 13 clusters Score -8.109337e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152106 members 
Mstep: Class 4 contains 253905 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50251 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172257 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 337Q: 13 clusters Score -8.109338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152099 members 
Mstep: Class 4 contains 253916 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172255 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 338Q: 13 clusters Score -8.109338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152102 members 
Mstep: Class 4 contains 253917 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172254 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 339Q: 13 clusters Score -8.109335e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152099 members 
Mstep: Class 4 contains 253920 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172255 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 340F: 13 clusters Score -8.109341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152095 members 
Mstep: Class 4 contains 253923 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 341Q: 13 clusters Score -8.109338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152087 members 
Mstep: Class 4 contains 253930 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093360.000000 Penalty: 39986.421875
Iteration 342Q: 13 clusters Score -8.109336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152080 members 
Mstep: Class 4 contains 253935 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172258 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 343Q: 13 clusters Score -8.109338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 253937 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172261 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093400.000000 Penalty: 39986.421875
Iteration 344Q: 13 clusters Score -8.10934e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152077 members 
Mstep: Class 4 contains 253936 members 
Mstep: Class 5 contains 8320 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15713 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172260 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 345Q: 13 clusters Score -8.109342e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152073 members 
Mstep: Class 4 contains 253935 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50251 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172264 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093424.000000 Penalty: 39986.421875
Iteration 346Q: 13 clusters Score -8.109342e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 253935 members 
Mstep: Class 5 contains 8318 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50251 members 
Mstep: Class 14 contains 15715 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172261 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093464.000000 Penalty: 39986.421875
Iteration 347Q: 13 clusters Score -8.109346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152077 members 
Mstep: Class 4 contains 253934 members 
Mstep: Class 5 contains 8318 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15716 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172258 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093504.000000 Penalty: 39986.421875
Iteration 348Q: 13 clusters Score -8.10935e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152081 members 
Mstep: Class 4 contains 253928 members 
Mstep: Class 5 contains 8318 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 12 contains 50252 members 
Mstep: Class 14 contains 15717 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093480.000000 Penalty: 39986.421875
Iteration 349Q: 13 clusters Score -8.109348e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152090 members 
Mstep: Class 4 contains 253920 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 12 contains 50252 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172253 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093512.000000 Penalty: 39986.421875
Iteration 350Q: 13 clusters Score -8.109351e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152094 members 
Mstep: Class 4 contains 253919 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50252 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172248 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093568.000000 Penalty: 39986.421875
Iteration 351Q: 13 clusters Score -8.109357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152092 members 
Mstep: Class 4 contains 253920 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50252 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172249 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093584.000000 Penalty: 39986.421875
Iteration 352Q: 13 clusters Score -8.109358e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152088 members 
Mstep: Class 4 contains 253922 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50252 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172251 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093608.000000 Penalty: 39986.421875
Iteration 353Q: 13 clusters Score -8.109361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152077 members 
Mstep: Class 4 contains 253927 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50253 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093616.000000 Penalty: 39986.421875
Iteration 354Q: 13 clusters Score -8.109362e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152075 members 
Mstep: Class 4 contains 253921 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50253 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172264 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093584.000000 Penalty: 39986.421875
Iteration 355Q: 13 clusters Score -8.109358e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152065 members 
Mstep: Class 4 contains 253922 members 
Mstep: Class 5 contains 8318 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50253 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172276 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093592.000000 Penalty: 39986.421875
Iteration 356Q: 13 clusters Score -8.109359e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152055 members 
Mstep: Class 4 contains 253919 members 
Mstep: Class 5 contains 8319 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172287 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093552.000000 Penalty: 39986.421875
Iteration 357Q: 13 clusters Score -8.109355e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152055 members 
Mstep: Class 4 contains 253914 members 
Mstep: Class 5 contains 8320 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172290 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093544.000000 Penalty: 39986.421875
Iteration 358Q: 13 clusters Score -8.109354e+07 nChanged 28
Entering ConstructFrom: 
Score: -81093544.000000 Penalty: 39986.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Entering Unmasked Estep 
Score: -376468.281250 Penalty: 2007.557251
	Iteration 0F: 2 clusters Score -376468.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -372985.093750 Penalty: 4015.114502
	Iteration 0F: 3 clusters Score -372985.1 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -373701.562500 Penalty: 4015.114502
	Iteration 1F: 3 clusters Score -373701.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -373895.187500 Penalty: 4015.114502
	Iteration 2F: 3 clusters Score -373895.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -373982.468750 Penalty: 4015.114502
	Iteration 3Q: 3 clusters Score -373982.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -374042.500000 Penalty: 4015.114502
	Iteration 4Q: 3 clusters Score -374042.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -374093.031250 Penalty: 4015.114502
	Iteration 5Q: 3 clusters Score -374093 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -374123.500000 Penalty: 4015.114502
	Iteration 6Q: 3 clusters Score -374123.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -374141.562500 Penalty: 4015.114502
	Iteration 7Q: 3 clusters Score -374141.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -374158.406250 Penalty: 4015.114502
	Iteration 8Q: 3 clusters Score -374158.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -374181.187500 Penalty: 4015.114502
	Iteration 9Q: 3 clusters Score -374181.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -374237.062500 Penalty: 4015.114502
	Iteration 10Q: 3 clusters Score -374237.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -374292.687500 Penalty: 4015.114502
	Iteration 11Q: 3 clusters Score -374292.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -374334.375000 Penalty: 4015.114502
	Iteration 12Q: 3 clusters Score -374334.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -374368.375000 Penalty: 4015.114502
	Iteration 13Q: 3 clusters Score -374368.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -374403.687500 Penalty: 4015.114502
	Iteration 14Q: 3 clusters Score -374403.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -374436.593750 Penalty: 4015.114502
	Iteration 15Q: 3 clusters Score -374436.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -374466.156250 Penalty: 4015.114502
	Iteration 16Q: 3 clusters Score -374466.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -374492.656250 Penalty: 4015.114502
	Iteration 17Q: 3 clusters Score -374492.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -374519.625000 Penalty: 4015.114502
	Iteration 18Q: 3 clusters Score -374519.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -374547.312500 Penalty: 4015.114502
	Iteration 19Q: 3 clusters Score -374547.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -374574.093750 Penalty: 4015.114502
	Iteration 20F: 3 clusters Score -374574.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -374599.500000 Penalty: 4015.114502
	Iteration 21Q: 3 clusters Score -374599.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -374622.031250 Penalty: 4015.114502
	Iteration 22Q: 3 clusters Score -374622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -374638.437500 Penalty: 4015.114502
	Iteration 23Q: 3 clusters Score -374638.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -374651.906250 Penalty: 4015.114502
	Iteration 24Q: 3 clusters Score -374651.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -374667.531250 Penalty: 4015.114502
	Iteration 25Q: 3 clusters Score -374667.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -374679.062500 Penalty: 4015.114502
	Iteration 26Q: 3 clusters Score -374679.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -374688.281250 Penalty: 4015.114502
	Iteration 27Q: 3 clusters Score -374688.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -374696.156250 Penalty: 4015.114502
	Iteration 28Q: 3 clusters Score -374696.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -374701.437500 Penalty: 4015.114502
	Iteration 29Q: 3 clusters Score -374701.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -374706.718750 Penalty: 4015.114502
	Iteration 30Q: 3 clusters Score -374706.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -374711.906250 Penalty: 4015.114502
	Iteration 31Q: 3 clusters Score -374711.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -374720.656250 Penalty: 4015.114502
	Iteration 32Q: 3 clusters Score -374720.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -374727.937500 Penalty: 4015.114502
	Iteration 33Q: 3 clusters Score -374727.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -374733.656250 Penalty: 4015.114502
	Iteration 34Q: 3 clusters Score -374733.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -374739.343750 Penalty: 4015.114502
	Iteration 35Q: 3 clusters Score -374739.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -374743.093750 Penalty: 4015.114502
	Iteration 36Q: 3 clusters Score -374743.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -374746.531250 Penalty: 4015.114502
	Iteration 37Q: 3 clusters Score -374746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -374752.343750 Penalty: 4015.114502
	Iteration 38Q: 3 clusters Score -374752.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -374755.687500 Penalty: 4015.114502
	Iteration 39Q: 3 clusters Score -374755.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -374757.750000 Penalty: 4015.114502
	Iteration 40F: 3 clusters Score -374757.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -374760.468750 Penalty: 4015.114502
	Iteration 41Q: 3 clusters Score -374760.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -374763.843750 Penalty: 4015.114502
	Iteration 42Q: 3 clusters Score -374763.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -374774.781250 Penalty: 4015.114502
	Iteration 43Q: 3 clusters Score -374774.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -374786.062500 Penalty: 4015.114502
	Iteration 44Q: 3 clusters Score -374786.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -374795.781250 Penalty: 4015.114502
	Iteration 45Q: 3 clusters Score -374795.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -374803.968750 Penalty: 4015.114502
	Iteration 46Q: 3 clusters Score -374804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -374812.187500 Penalty: 4015.114502
	Iteration 47Q: 3 clusters Score -374812.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -374823.468750 Penalty: 4015.114502
	Iteration 48Q: 3 clusters Score -374823.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -374831.000000 Penalty: 4015.114502
	Iteration 49Q: 3 clusters Score -374831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -374837.656250 Penalty: 4015.114502
	Iteration 50Q: 3 clusters Score -374837.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -374841.031250 Penalty: 4015.114502
	Iteration 51Q: 3 clusters Score -374841 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -374846.125000 Penalty: 4015.114502
	Iteration 52Q: 3 clusters Score -374846.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -374849.687500 Penalty: 4015.114502
	Iteration 53Q: 3 clusters Score -374849.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -374856.718750 Penalty: 4015.114502
	Iteration 54Q: 3 clusters Score -374856.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -374868.031250 Penalty: 4015.114502
	Iteration 55Q: 3 clusters Score -374868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -374878.531250 Penalty: 4015.114502
	Iteration 56Q: 3 clusters Score -374878.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -374888.468750 Penalty: 4015.114502
	Iteration 57Q: 3 clusters Score -374888.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -374893.718750 Penalty: 4015.114502
	Iteration 58Q: 3 clusters Score -374893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -374897.250000 Penalty: 4015.114502
	Iteration 59Q: 3 clusters Score -374897.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -374900.218750 Penalty: 4015.114502
	Iteration 60F: 3 clusters Score -374900.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -374903.593750 Penalty: 4015.114502
	Iteration 61Q: 3 clusters Score -374903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -374904.875000 Penalty: 4015.114502
	Iteration 62Q: 3 clusters Score -374904.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -374910.843750 Penalty: 4015.114502
	Iteration 63Q: 3 clusters Score -374910.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -374916.968750 Penalty: 4015.114502
	Iteration 64Q: 3 clusters Score -374917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -374922.156250 Penalty: 4015.114502
	Iteration 65Q: 3 clusters Score -374922.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -374927.312500 Penalty: 4015.114502
	Iteration 66Q: 3 clusters Score -374927.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -374928.718750 Penalty: 4015.114502
	Iteration 67Q: 3 clusters Score -374928.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -374929.218750 Penalty: 4015.114502
	Iteration 68Q: 3 clusters Score -374929.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -374932.187500 Penalty: 4015.114502
	Iteration 69Q: 3 clusters Score -374932.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -374936.437500 Penalty: 4015.114502
	Iteration 70Q: 3 clusters Score -374936.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -374939.531250 Penalty: 4015.114502
	Iteration 71Q: 3 clusters Score -374939.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -374941.406250 Penalty: 4015.114502
	Iteration 72Q: 3 clusters Score -374941.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -374943.937500 Penalty: 4015.114502
	Iteration 73Q: 3 clusters Score -374943.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -374946.937500 Penalty: 4015.114502
	Iteration 74Q: 3 clusters Score -374946.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -374947.656250 Penalty: 4015.114502
	Iteration 75Q: 3 clusters Score -374947.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -374949.000000 Penalty: 4015.114502
	Iteration 76Q: 3 clusters Score -374949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -374949.875000 Penalty: 4015.114502
	Iteration 77Q: 3 clusters Score -374949.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -374949.875000 Penalty: 4015.114502
	Iteration 78F: 3 clusters Score -374949.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -35119.992188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -35119.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -33864.445312 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -33864.45 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -34040.343750 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -34040.34 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -34091.375000 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -34091.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -34112.531250 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -34112.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34129.710938 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -34129.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -34129.710938 Penalty: 2918.127930
	Iteration 5F: 3 clusters Score -34129.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152054 members 
Entering Unmasked Estep 
Score: -18441424.000000 Penalty: 2959.133789
	Iteration 0F: 2 clusters Score -1.844142e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76102 members 
Mstep: Class 2 contains 75952 members 
Entering Unmasked Estep 
Score: -18339836.000000 Penalty: 5918.267578
	Iteration 0F: 3 clusters Score -1.833984e+07 nChanged 72820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77180 members 
Mstep: Class 2 contains 74874 members 
Entering Unmasked Estep 
Score: -18382386.000000 Penalty: 5918.267578
	Iteration 1F: 3 clusters Score -1.838239e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77979 members 
Mstep: Class 2 contains 74075 members 
Entering Unmasked Estep 
Score: -18383258.000000 Penalty: 5918.267578
	Iteration 2Q: 3 clusters Score -1.838326e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79220 members 
Mstep: Class 2 contains 72834 members 
Entering Unmasked Estep 
Score: -18384264.000000 Penalty: 5918.267578
	Iteration 3Q: 3 clusters Score -1.838426e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81003 members 
Mstep: Class 2 contains 71051 members 
Entering Unmasked Estep 
Score: -18385482.000000 Penalty: 5918.267578
	Iteration 4Q: 3 clusters Score -1.838548e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83737 members 
Mstep: Class 2 contains 68317 members 
Entering Unmasked Estep 
Score: -18387440.000000 Penalty: 5918.267578
	Iteration 5Q: 3 clusters Score -1.838744e+07 nChanged 5991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87596 members 
Mstep: Class 2 contains 64458 members 
Entering Unmasked Estep 
Score: -18390088.000000 Penalty: 5918.267578
	Iteration 6Q: 3 clusters Score -1.839009e+07 nChanged 7043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92761 members 
Mstep: Class 2 contains 59293 members 
Entering Unmasked Estep 
Score: -18394052.000000 Penalty: 5918.267578
	Iteration 7Q: 3 clusters Score -1.839405e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99354 members 
Mstep: Class 2 contains 52700 members 
Entering Unmasked Estep 
Score: -18399402.000000 Penalty: 5918.267578
	Iteration 8F: 3 clusters Score -1.83994e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106816 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -18406284.000000 Penalty: 5918.267578
	Iteration 9F: 3 clusters Score -1.840628e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114057 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -18413484.000000 Penalty: 5918.267578
	Iteration 10F: 3 clusters Score -1.841348e+07 nChanged 7880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120071 members 
Mstep: Class 2 contains 31983 members 
Entering Unmasked Estep 
Score: -18419918.000000 Penalty: 5918.267578
	Iteration 11F: 3 clusters Score -1.841992e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124573 members 
Mstep: Class 2 contains 27481 members 
Entering Unmasked Estep 
Score: -18424272.000000 Penalty: 5918.267578
	Iteration 12Q: 3 clusters Score -1.842427e+07 nChanged 4838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127923 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -18427188.000000 Penalty: 5918.267578
	Iteration 13Q: 3 clusters Score -1.842719e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130630 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -18429106.000000 Penalty: 5918.267578
	Iteration 14Q: 3 clusters Score -1.842911e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133025 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -18430348.000000 Penalty: 5918.267578
	Iteration 15Q: 3 clusters Score -1.843035e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135289 members 
Mstep: Class 2 contains 16765 members 
Entering Unmasked Estep 
Score: -18431442.000000 Penalty: 5918.267578
	Iteration 16Q: 3 clusters Score -1.843144e+07 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137409 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -18432510.000000 Penalty: 5918.267578
	Iteration 17Q: 3 clusters Score -1.843251e+07 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139395 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -18433458.000000 Penalty: 5918.267578
	Iteration 18Q: 3 clusters Score -1.843346e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141275 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -18434384.000000 Penalty: 5918.267578
	Iteration 19Q: 3 clusters Score -1.843438e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142981 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -18435196.000000 Penalty: 5918.267578
	Iteration 20F: 3 clusters Score -1.84352e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144479 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -18435806.000000 Penalty: 5918.267578
	Iteration 21Q: 3 clusters Score -1.843581e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -18436506.000000 Penalty: 5918.267578
	Iteration 22Q: 3 clusters Score -1.843651e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146993 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -18437080.000000 Penalty: 5918.267578
	Iteration 23Q: 3 clusters Score -1.843708e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147997 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -18437596.000000 Penalty: 5918.267578
	Iteration 24Q: 3 clusters Score -1.84376e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148783 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -18438052.000000 Penalty: 5918.267578
	Iteration 25Q: 3 clusters Score -1.843805e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149382 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -18438330.000000 Penalty: 5918.267578
	Iteration 26Q: 3 clusters Score -1.843833e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149854 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -18438462.000000 Penalty: 5918.267578
	Iteration 27Q: 3 clusters Score -1.843846e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -18438582.000000 Penalty: 5918.267578
	Iteration 28Q: 3 clusters Score -1.843858e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150425 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -18438628.000000 Penalty: 5918.267578
	Iteration 29Q: 3 clusters Score -1.843863e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150606 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -18438678.000000 Penalty: 5918.267578
	Iteration 30Q: 3 clusters Score -1.843868e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150740 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -18438750.000000 Penalty: 5918.267578
	Iteration 31Q: 3 clusters Score -1.843875e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150844 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -18438822.000000 Penalty: 5918.267578
	Iteration 32Q: 3 clusters Score -1.843882e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150921 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -18438850.000000 Penalty: 5918.267578
	Iteration 33Q: 3 clusters Score -1.843885e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150985 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -18438890.000000 Penalty: 5918.267578
	Iteration 34Q: 3 clusters Score -1.843889e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151046 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -18438898.000000 Penalty: 5918.267578
	Iteration 35Q: 3 clusters Score -1.84389e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151102 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -18438944.000000 Penalty: 5918.267578
	Iteration 36Q: 3 clusters Score -1.843894e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151139 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -18438952.000000 Penalty: 5918.267578
	Iteration 37Q: 3 clusters Score -1.843895e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -18438972.000000 Penalty: 5918.267578
	Iteration 38Q: 3 clusters Score -1.843897e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151193 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -18438984.000000 Penalty: 5918.267578
	Iteration 39Q: 3 clusters Score -1.843898e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151215 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -18439000.000000 Penalty: 5918.267578
	Iteration 40F: 3 clusters Score -1.8439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151231 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -18439006.000000 Penalty: 5918.267578
	Iteration 41Q: 3 clusters Score -1.843901e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151242 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -18439016.000000 Penalty: 5918.267578
	Iteration 42Q: 3 clusters Score -1.843902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -18439030.000000 Penalty: 5918.267578
	Iteration 43Q: 3 clusters Score -1.843903e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151269 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -18439026.000000 Penalty: 5918.267578
	Iteration 44Q: 3 clusters Score -1.843903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151270 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -18439020.000000 Penalty: 5918.267578
	Iteration 45Q: 3 clusters Score -1.843902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151274 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -18439028.000000 Penalty: 5918.267578
	Iteration 46Q: 3 clusters Score -1.843903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151274 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -18439036.000000 Penalty: 5918.267578
	Iteration 47Q: 3 clusters Score -1.843904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -18439034.000000 Penalty: 5918.267578
	Iteration 48Q: 3 clusters Score -1.843903e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151275 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -18439034.000000 Penalty: 5918.267578
	Iteration 49F: 3 clusters Score -1.843903e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (253918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253918 members 
Entering Unmasked Estep 
Score: -30429864.000000 Penalty: 3086.302246
	Iteration 0F: 2 clusters Score -3.042986e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126796 members 
Mstep: Class 2 contains 127122 members 
Entering Unmasked Estep 
Score: -30266182.000000 Penalty: 6172.604492
	Iteration 0F: 3 clusters Score -3.026618e+07 nChanged 122551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120717 members 
Mstep: Class 2 contains 133201 members 
Entering Unmasked Estep 
Score: -30337532.000000 Penalty: 6172.604492
	Iteration 1F: 3 clusters Score -3.033753e+07 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117256 members 
Mstep: Class 2 contains 136662 members 
Entering Unmasked Estep 
Score: -30338500.000000 Penalty: 6172.604492
	Iteration 2Q: 3 clusters Score -3.03385e+07 nChanged 7088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111912 members 
Mstep: Class 2 contains 142006 members 
Entering Unmasked Estep 
Score: -30340232.000000 Penalty: 6172.604492
	Iteration 3Q: 3 clusters Score -3.034023e+07 nChanged 9311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103681 members 
Mstep: Class 2 contains 150237 members 
Entering Unmasked Estep 
Score: -30343546.000000 Penalty: 6172.604492
	Iteration 4Q: 3 clusters Score -3.034355e+07 nChanged 12789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91424 members 
Mstep: Class 2 contains 162494 members 
Entering Unmasked Estep 
Score: -30349610.000000 Penalty: 6172.604492
	Iteration 5F: 3 clusters Score -3.034961e+07 nChanged 17766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73878 members 
Mstep: Class 2 contains 180040 members 
Entering Unmasked Estep 
Score: -30361126.000000 Penalty: 6172.604492
	Iteration 6F: 3 clusters Score -3.036113e+07 nChanged 22173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 202149 members 
Entering Unmasked Estep 
Score: -30379280.000000 Penalty: 6172.604492
	Iteration 7F: 3 clusters Score -3.037928e+07 nChanged 22419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 224548 members 
Entering Unmasked Estep 
Score: -30399066.000000 Penalty: 6172.604492
	Iteration 8F: 3 clusters Score -3.039907e+07 nChanged 16522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 241068 members 
Entering Unmasked Estep 
Score: -30415102.000000 Penalty: 6172.604492
	Iteration 9F: 3 clusters Score -3.04151e+07 nChanged 8352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 249420 members 
Entering Unmasked Estep 
Score: -30422882.000000 Penalty: 6172.604492
	Iteration 10Q: 3 clusters Score -3.042288e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 252481 members 
Entering Unmasked Estep 
Score: -30425722.000000 Penalty: 6172.604492
	Iteration 11Q: 3 clusters Score -3.042572e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 253345 members 
Entering Unmasked Estep 
Score: -30426640.000000 Penalty: 6172.604492
	Iteration 12Q: 3 clusters Score -3.042664e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 253570 members 
Entering Unmasked Estep 
Score: -30426922.000000 Penalty: 6172.604492
	Iteration 13Q: 3 clusters Score -3.042692e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 253628 members 
Entering Unmasked Estep 
Score: -30427054.000000 Penalty: 6172.604492
	Iteration 14Q: 3 clusters Score -3.042705e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 253658 members 
Entering Unmasked Estep 
Score: -30427118.000000 Penalty: 6172.604492
	Iteration 15Q: 3 clusters Score -3.042712e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 253667 members 
Entering Unmasked Estep 
Score: -30427162.000000 Penalty: 6172.604492
	Iteration 16Q: 3 clusters Score -3.042716e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253677 members 
Entering Unmasked Estep 
Score: -30427164.000000 Penalty: 6172.604492
	Iteration 17Q: 3 clusters Score -3.042716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 253677 members 
Entering Unmasked Estep 
Score: -30427164.000000 Penalty: 6172.604492
	Iteration 18Q: 3 clusters Score -3.042716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 253680 members 
Entering Unmasked Estep 
Score: -30427170.000000 Penalty: 6172.604492
	Iteration 19Q: 3 clusters Score -3.042717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 253684 members 
Entering Unmasked Estep 
Score: -30427166.000000 Penalty: 6172.604492
	Iteration 20F: 3 clusters Score -3.042717e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 253685 members 
Entering Unmasked Estep 
Score: -30427194.000000 Penalty: 6172.604492
	Iteration 21Q: 3 clusters Score -3.042719e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 253688 members 
Entering Unmasked Estep 
Score: -30427180.000000 Penalty: 6172.604492
	Iteration 22Q: 3 clusters Score -3.042718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 253690 members 
Entering Unmasked Estep 
Score: -30427186.000000 Penalty: 6172.604492
	Iteration 23Q: 3 clusters Score -3.042719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 253691 members 
Entering Unmasked Estep 
Score: -30427188.000000 Penalty: 6172.604492
	Iteration 24Q: 3 clusters Score -3.042719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 253691 members 
Entering Unmasked Estep 
Score: -30427188.000000 Penalty: 6172.604492
	Iteration 25F: 3 clusters Score -3.042719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Entering Unmasked Estep 
Score: -998638.812500 Penalty: 2238.611084
	Iteration 0F: 2 clusters Score -998638.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -992069.812500 Penalty: 4477.222168
	Iteration 0F: 3 clusters Score -992069.8 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -993917.562500 Penalty: 4477.222168
	Iteration 1F: 3 clusters Score -993917.6 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -994303.937500 Penalty: 4477.222168
	Iteration 2F: 3 clusters Score -994303.9 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -994662.000000 Penalty: 4477.222168
	Iteration 3F: 3 clusters Score -994662 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -995014.437500 Penalty: 4477.222168
	Iteration 4F: 3 clusters Score -995014.4 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -995324.062500 Penalty: 4477.222168
	Iteration 5F: 3 clusters Score -995324.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -995618.187500 Penalty: 4477.222168
	Iteration 6F: 3 clusters Score -995618.2 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -995896.937500 Penalty: 4477.222168
	Iteration 7F: 3 clusters Score -995896.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -996165.187500 Penalty: 4477.222168
	Iteration 8Q: 3 clusters Score -996165.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -996419.625000 Penalty: 4477.222168
	Iteration 9Q: 3 clusters Score -996419.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -996667.000000 Penalty: 4477.222168
	Iteration 10Q: 3 clusters Score -996667 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -996860.125000 Penalty: 4477.222168
	Iteration 11Q: 3 clusters Score -996860.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -997021.750000 Penalty: 4477.222168
	Iteration 12Q: 3 clusters Score -997021.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -997168.437500 Penalty: 4477.222168
	Iteration 13Q: 3 clusters Score -997168.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -997267.500000 Penalty: 4477.222168
	Iteration 14Q: 3 clusters Score -997267.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -997333.625000 Penalty: 4477.222168
	Iteration 15Q: 3 clusters Score -997333.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -997361.812500 Penalty: 4477.222168
	Iteration 16Q: 3 clusters Score -997361.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -997379.812500 Penalty: 4477.222168
	Iteration 17Q: 3 clusters Score -997379.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -997387.562500 Penalty: 4477.222168
	Iteration 18Q: 3 clusters Score -997387.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -997396.562500 Penalty: 4477.222168
	Iteration 19Q: 3 clusters Score -997396.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -997405.312500 Penalty: 4477.222168
	Iteration 20F: 3 clusters Score -997405.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -997410.125000 Penalty: 4477.222168
	Iteration 21Q: 3 clusters Score -997410.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -997413.312500 Penalty: 4477.222168
	Iteration 22Q: 3 clusters Score -997413.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -997413.125000 Penalty: 4477.222168
	Iteration 23Q: 3 clusters Score -997413.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -997414.125000 Penalty: 4477.222168
	Iteration 24Q: 3 clusters Score -997414.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -997416.125000 Penalty: 4477.222168
	Iteration 25Q: 3 clusters Score -997416.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -997417.750000 Penalty: 4477.222168
	Iteration 26Q: 3 clusters Score -997417.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -997419.375000 Penalty: 4477.222168
	Iteration 27Q: 3 clusters Score -997419.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -997419.062500 Penalty: 4477.222168
	Iteration 28Q: 3 clusters Score -997419.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -997419.562500 Penalty: 4477.222168
	Iteration 29Q: 3 clusters Score -997419.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -997418.562500 Penalty: 4477.222168
	Iteration 30Q: 3 clusters Score -997418.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -997419.625000 Penalty: 4477.222168
	Iteration 31Q: 3 clusters Score -997419.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -997421.125000 Penalty: 4477.222168
	Iteration 32Q: 3 clusters Score -997421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -997421.625000 Penalty: 4477.222168
	Iteration 33Q: 3 clusters Score -997421.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -997420.250000 Penalty: 4477.222168
	Iteration 34Q: 3 clusters Score -997420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -997421.125000 Penalty: 4477.222168
	Iteration 35Q: 3 clusters Score -997421.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -997421.125000 Penalty: 4477.222168
	Iteration 36Q: 3 clusters Score -997421.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -997421.750000 Penalty: 4477.222168
	Iteration 37Q: 3 clusters Score -997421.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -997421.750000 Penalty: 4477.222168
	Iteration 38F: 3 clusters Score -997421.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Entering Unmasked Estep 
Score: -2365591.750000 Penalty: 2451.092773
	Iteration 0F: 2 clusters Score -2365592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -2351740.250000 Penalty: 4902.185547
	Iteration 0F: 3 clusters Score -2351740 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2356306.750000 Penalty: 4902.185547
	Iteration 1F: 3 clusters Score -2356307 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2356729.250000 Penalty: 4902.185547
	Iteration 2F: 3 clusters Score -2356729 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2357090.250000 Penalty: 4902.185547
	Iteration 3Q: 3 clusters Score -2357090 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2357469.000000 Penalty: 4902.185547
	Iteration 4Q: 3 clusters Score -2357469 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -2357879.750000 Penalty: 4902.185547
	Iteration 5Q: 3 clusters Score -2357880 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -2358388.000000 Penalty: 4902.185547
	Iteration 6Q: 3 clusters Score -2358388 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12190 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -2358932.250000 Penalty: 4902.185547
	Iteration 7F: 3 clusters Score -2358932 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12945 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -2359566.000000 Penalty: 4902.185547
	Iteration 8F: 3 clusters Score -2359566 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -2360256.500000 Penalty: 4902.185547
	Iteration 9F: 3 clusters Score -2360256 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2360907.000000 Penalty: 4902.185547
	Iteration 10F: 3 clusters Score -2360907 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2361481.500000 Penalty: 4902.185547
	Iteration 11Q: 3 clusters Score -2361482 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2361965.250000 Penalty: 4902.185547
	Iteration 12Q: 3 clusters Score -2361965 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2362359.000000 Penalty: 4902.185547
	Iteration 13Q: 3 clusters Score -2362359 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2362714.250000 Penalty: 4902.185547
	Iteration 14Q: 3 clusters Score -2362714 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2362995.000000 Penalty: 4902.185547
	Iteration 15Q: 3 clusters Score -2362995 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18143 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -2363221.750000 Penalty: 4902.185547
	Iteration 16Q: 3 clusters Score -2363222 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2363381.250000 Penalty: 4902.185547
	Iteration 17Q: 3 clusters Score -2363381 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2363493.500000 Penalty: 4902.185547
	Iteration 18Q: 3 clusters Score -2363494 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2363580.250000 Penalty: 4902.185547
	Iteration 19Q: 3 clusters Score -2363580 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2363638.000000 Penalty: 4902.185547
	Iteration 20F: 3 clusters Score -2363638 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2363660.250000 Penalty: 4902.185547
	Iteration 21Q: 3 clusters Score -2363660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2363667.750000 Penalty: 4902.185547
	Iteration 22Q: 3 clusters Score -2363668 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2363683.500000 Penalty: 4902.185547
	Iteration 23Q: 3 clusters Score -2363684 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -2363699.000000 Penalty: 4902.185547
	Iteration 24Q: 3 clusters Score -2363699 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2363713.000000 Penalty: 4902.185547
	Iteration 25Q: 3 clusters Score -2363713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -2363720.000000 Penalty: 4902.185547
	Iteration 26Q: 3 clusters Score -2363720 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2363726.500000 Penalty: 4902.185547
	Iteration 27Q: 3 clusters Score -2363726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2363730.500000 Penalty: 4902.185547
	Iteration 28Q: 3 clusters Score -2363730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -2363738.250000 Penalty: 4902.185547
	Iteration 29Q: 3 clusters Score -2363738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2363739.750000 Penalty: 4902.185547
	Iteration 30Q: 3 clusters Score -2363740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18990 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2363744.000000 Penalty: 4902.185547
	Iteration 31Q: 3 clusters Score -2363744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2363747.500000 Penalty: 4902.185547
	Iteration 32Q: 3 clusters Score -2363748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2363749.250000 Penalty: 4902.185547
	Iteration 33Q: 3 clusters Score -2363749 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2363746.750000 Penalty: 4902.185547
	Iteration 34Q: 3 clusters Score -2363747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2363749.500000 Penalty: 4902.185547
	Iteration 35Q: 3 clusters Score -2363750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -2363749.500000 Penalty: 4902.185547
	Iteration 36F: 3 clusters Score -2363750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Entering Unmasked Estep 
Score: -477686.281250 Penalty: 2048.986572
	Iteration 0F: 2 clusters Score -477686.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -473906.437500 Penalty: 4097.973145
	Iteration 0F: 3 clusters Score -473906.4 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -474723.031250 Penalty: 4097.973145
	Iteration 1F: 3 clusters Score -474723 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -474885.375000 Penalty: 4097.973145
	Iteration 2F: 3 clusters Score -474885.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -474986.250000 Penalty: 4097.973145
	Iteration 3Q: 3 clusters Score -474986.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -475043.156250 Penalty: 4097.973145
	Iteration 4Q: 3 clusters Score -475043.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -475082.125000 Penalty: 4097.973145
	Iteration 5Q: 3 clusters Score -475082.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -475118.562500 Penalty: 4097.973145
	Iteration 6Q: 3 clusters Score -475118.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -475149.531250 Penalty: 4097.973145
	Iteration 7Q: 3 clusters Score -475149.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -475176.218750 Penalty: 4097.973145
	Iteration 8Q: 3 clusters Score -475176.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -475201.000000 Penalty: 4097.973145
	Iteration 9Q: 3 clusters Score -475201 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -475220.000000 Penalty: 4097.973145
	Iteration 10Q: 3 clusters Score -475220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -475236.031250 Penalty: 4097.973145
	Iteration 11Q: 3 clusters Score -475236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -475253.468750 Penalty: 4097.973145
	Iteration 12Q: 3 clusters Score -475253.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -475274.437500 Penalty: 4097.973145
	Iteration 13Q: 3 clusters Score -475274.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -475289.937500 Penalty: 4097.973145
	Iteration 14Q: 3 clusters Score -475289.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -475302.593750 Penalty: 4097.973145
	Iteration 15Q: 3 clusters Score -475302.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -475316.593750 Penalty: 4097.973145
	Iteration 16Q: 3 clusters Score -475316.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -475334.187500 Penalty: 4097.973145
	Iteration 17Q: 3 clusters Score -475334.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -475353.750000 Penalty: 4097.973145
	Iteration 18Q: 3 clusters Score -475353.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -475368.187500 Penalty: 4097.973145
	Iteration 19Q: 3 clusters Score -475368.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -475382.593750 Penalty: 4097.973145
	Iteration 20F: 3 clusters Score -475382.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -475400.156250 Penalty: 4097.973145
	Iteration 21Q: 3 clusters Score -475400.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -475417.625000 Penalty: 4097.973145
	Iteration 22Q: 3 clusters Score -475417.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -475433.187500 Penalty: 4097.973145
	Iteration 23Q: 3 clusters Score -475433.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -475445.687500 Penalty: 4097.973145
	Iteration 24Q: 3 clusters Score -475445.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -475461.312500 Penalty: 4097.973145
	Iteration 25Q: 3 clusters Score -475461.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -475475.531250 Penalty: 4097.973145
	Iteration 26Q: 3 clusters Score -475475.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -475493.031250 Penalty: 4097.973145
	Iteration 27Q: 3 clusters Score -475493 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -475504.281250 Penalty: 4097.973145
	Iteration 28Q: 3 clusters Score -475504.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -475510.781250 Penalty: 4097.973145
	Iteration 29Q: 3 clusters Score -475510.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -475513.812500 Penalty: 4097.973145
	Iteration 30Q: 3 clusters Score -475513.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -475519.812500 Penalty: 4097.973145
	Iteration 31Q: 3 clusters Score -475519.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -475525.218750 Penalty: 4097.973145
	Iteration 32Q: 3 clusters Score -475525.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -475530.062500 Penalty: 4097.973145
	Iteration 33Q: 3 clusters Score -475530.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -475536.531250 Penalty: 4097.973145
	Iteration 34Q: 3 clusters Score -475536.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -475546.656250 Penalty: 4097.973145
	Iteration 35Q: 3 clusters Score -475546.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -475555.781250 Penalty: 4097.973145
	Iteration 36Q: 3 clusters Score -475555.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -475569.250000 Penalty: 4097.973145
	Iteration 37Q: 3 clusters Score -475569.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -475578.781250 Penalty: 4097.973145
	Iteration 38Q: 3 clusters Score -475578.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -475599.250000 Penalty: 4097.973145
	Iteration 39Q: 3 clusters Score -475599.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -475617.812500 Penalty: 4097.973145
	Iteration 40F: 3 clusters Score -475617.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -475633.062500 Penalty: 4097.973145
	Iteration 41Q: 3 clusters Score -475633.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -475645.187500 Penalty: 4097.973145
	Iteration 42Q: 3 clusters Score -475645.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -475655.000000 Penalty: 4097.973145
	Iteration 43Q: 3 clusters Score -475655 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -475667.093750 Penalty: 4097.973145
	Iteration 44Q: 3 clusters Score -475667.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -475683.656250 Penalty: 4097.973145
	Iteration 45Q: 3 clusters Score -475683.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -475702.031250 Penalty: 4097.973145
	Iteration 46Q: 3 clusters Score -475702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -475715.562500 Penalty: 4097.973145
	Iteration 47Q: 3 clusters Score -475715.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -475728.187500 Penalty: 4097.973145
	Iteration 48Q: 3 clusters Score -475728.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -475734.625000 Penalty: 4097.973145
	Iteration 49Q: 3 clusters Score -475734.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -475740.531250 Penalty: 4097.973145
	Iteration 50Q: 3 clusters Score -475740.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -475747.343750 Penalty: 4097.973145
	Iteration 51Q: 3 clusters Score -475747.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -475755.156250 Penalty: 4097.973145
	Iteration 52Q: 3 clusters Score -475755.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -475762.656250 Penalty: 4097.973145
	Iteration 53Q: 3 clusters Score -475762.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -475768.593750 Penalty: 4097.973145
	Iteration 54Q: 3 clusters Score -475768.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -475776.687500 Penalty: 4097.973145
	Iteration 55Q: 3 clusters Score -475776.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -475781.437500 Penalty: 4097.973145
	Iteration 56Q: 3 clusters Score -475781.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -475784.343750 Penalty: 4097.973145
	Iteration 57Q: 3 clusters Score -475784.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -475786.031250 Penalty: 4097.973145
	Iteration 58Q: 3 clusters Score -475786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -475788.312500 Penalty: 4097.973145
	Iteration 59Q: 3 clusters Score -475788.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -475790.500000 Penalty: 4097.973145
	Iteration 60F: 3 clusters Score -475790.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -475791.156250 Penalty: 4097.973145
	Iteration 61Q: 3 clusters Score -475791.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -475791.906250 Penalty: 4097.973145
	Iteration 62Q: 3 clusters Score -475791.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -475791.906250 Penalty: 4097.973145
	Iteration 63F: 3 clusters Score -475791.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50254 members 
Entering Unmasked Estep 
Score: -5885629.500000 Penalty: 2684.561523
	Iteration 0F: 2 clusters Score -5885630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25195 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -5852034.500000 Penalty: 5369.123047
	Iteration 0F: 3 clusters Score -5852034 nChanged 23000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 24253 members 
Entering Unmasked Estep 
Score: -5864592.000000 Penalty: 5369.123047
	Iteration 1F: 3 clusters Score -5864592 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26510 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -5865099.500000 Penalty: 5369.123047
	Iteration 2Q: 3 clusters Score -5865100 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -5865696.500000 Penalty: 5369.123047
	Iteration 3Q: 3 clusters Score -5865696 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28621 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -5866380.500000 Penalty: 5369.123047
	Iteration 4Q: 3 clusters Score -5866380 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -5867295.000000 Penalty: 5369.123047
	Iteration 5Q: 3 clusters Score -5867295 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -5868564.500000 Penalty: 5369.123047
	Iteration 6F: 3 clusters Score -5868564 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 14650 members 
Entering Unmasked Estep 
Score: -5870490.500000 Penalty: 5369.123047
	Iteration 7F: 3 clusters Score -5870490 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -5873232.500000 Penalty: 5369.123047
	Iteration 8F: 3 clusters Score -5873232 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42861 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -5876596.500000 Penalty: 5369.123047
	Iteration 9F: 3 clusters Score -5876596 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46166 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -5879853.500000 Penalty: 5369.123047
	Iteration 10F: 3 clusters Score -5879854 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48346 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -5882003.000000 Penalty: 5369.123047
	Iteration 11Q: 3 clusters Score -5882003 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49312 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5882949.000000 Penalty: 5369.123047
	Iteration 12Q: 3 clusters Score -5882949 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49674 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -5883351.500000 Penalty: 5369.123047
	Iteration 13Q: 3 clusters Score -5883352 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5883502.000000 Penalty: 5369.123047
	Iteration 14Q: 3 clusters Score -5883502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5883596.000000 Penalty: 5369.123047
	Iteration 15Q: 3 clusters Score -5883596 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49883 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5883642.000000 Penalty: 5369.123047
	Iteration 16Q: 3 clusters Score -5883642 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49901 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5883667.000000 Penalty: 5369.123047
	Iteration 17Q: 3 clusters Score -5883667 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -5883697.500000 Penalty: 5369.123047
	Iteration 18Q: 3 clusters Score -5883698 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -5883714.500000 Penalty: 5369.123047
	Iteration 19Q: 3 clusters Score -5883714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5883716.000000 Penalty: 5369.123047
	Iteration 20F: 3 clusters Score -5883716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49922 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5883720.000000 Penalty: 5369.123047
	Iteration 21Q: 3 clusters Score -5883720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49927 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -5883732.500000 Penalty: 5369.123047
	Iteration 22Q: 3 clusters Score -5883732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49929 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -5883737.000000 Penalty: 5369.123047
	Iteration 23Q: 3 clusters Score -5883737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5883738.500000 Penalty: 5369.123047
	Iteration 24Q: 3 clusters Score -5883738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5883738.500000 Penalty: 5369.123047
	Iteration 25F: 3 clusters Score -5883738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Entering Unmasked Estep 
Score: -1939986.250000 Penalty: 2396.299561
	Iteration 0F: 2 clusters Score -1939986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1928627.125000 Penalty: 4792.599121
	Iteration 0F: 3 clusters Score -1928627 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1932076.750000 Penalty: 4792.599121
	Iteration 1F: 3 clusters Score -1932077 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1932355.000000 Penalty: 4792.599121
	Iteration 2F: 3 clusters Score -1932355 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1932586.500000 Penalty: 4792.599121
	Iteration 3Q: 3 clusters Score -1932586 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1932777.125000 Penalty: 4792.599121
	Iteration 4Q: 3 clusters Score -1932777 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1932953.750000 Penalty: 4792.599121
	Iteration 5Q: 3 clusters Score -1932954 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1933111.250000 Penalty: 4792.599121
	Iteration 6Q: 3 clusters Score -1933111 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1933305.500000 Penalty: 4792.599121
	Iteration 7Q: 3 clusters Score -1933306 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -1933537.375000 Penalty: 4792.599121
	Iteration 8Q: 3 clusters Score -1933537 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1933842.125000 Penalty: 4792.599121
	Iteration 9Q: 3 clusters Score -1933842 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -1934260.250000 Penalty: 4792.599121
	Iteration 10Q: 3 clusters Score -1934260 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -1934832.000000 Penalty: 4792.599121
	Iteration 11F: 3 clusters Score -1934832 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -1935536.750000 Penalty: 4792.599121
	Iteration 12F: 3 clusters Score -1935537 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -1936250.500000 Penalty: 4792.599121
	Iteration 13F: 3 clusters Score -1936250 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -1936858.750000 Penalty: 4792.599121
	Iteration 14Q: 3 clusters Score -1936859 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -1937276.500000 Penalty: 4792.599121
	Iteration 15Q: 3 clusters Score -1937276 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15164 members 
Entering Unmasked Estep 
Score: -1937512.250000 Penalty: 4792.599121
	Iteration 16Q: 3 clusters Score -1937512 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1937620.500000 Penalty: 4792.599121
	Iteration 17Q: 3 clusters Score -1937620 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1937691.125000 Penalty: 4792.599121
	Iteration 18Q: 3 clusters Score -1937691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 15367 members 
Entering Unmasked Estep 
Score: -1937731.000000 Penalty: 4792.599121
	Iteration 19Q: 3 clusters Score -1937731 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -1937758.000000 Penalty: 4792.599121
	Iteration 20F: 3 clusters Score -1937758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -1937780.875000 Penalty: 4792.599121
	Iteration 21Q: 3 clusters Score -1937781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -1937798.250000 Penalty: 4792.599121
	Iteration 22Q: 3 clusters Score -1937798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1937807.875000 Penalty: 4792.599121
	Iteration 23Q: 3 clusters Score -1937808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1937819.750000 Penalty: 4792.599121
	Iteration 24Q: 3 clusters Score -1937820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1937827.125000 Penalty: 4792.599121
	Iteration 25Q: 3 clusters Score -1937827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -1937828.125000 Penalty: 4792.599121
	Iteration 26Q: 3 clusters Score -1937828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1937831.375000 Penalty: 4792.599121
	Iteration 27Q: 3 clusters Score -1937831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1937831.375000 Penalty: 4792.599121
	Iteration 28Q: 3 clusters Score -1937831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1937831.125000 Penalty: 4792.599121
	Iteration 29Q: 3 clusters Score -1937831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1937831.125000 Penalty: 4792.599121
	Iteration 30F: 3 clusters Score -1937831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Entering Unmasked Estep 
Score: -269100.187500 Penalty: 1918.387573
	Iteration 0F: 2 clusters Score -269100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -266309.375000 Penalty: 3836.775146
	Iteration 0F: 3 clusters Score -266309.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -266778.093750 Penalty: 3836.775146
	Iteration 1F: 3 clusters Score -266778.1 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -266890.843750 Penalty: 3836.775146
	Iteration 2F: 3 clusters Score -266890.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -266947.312500 Penalty: 3836.775146
	Iteration 3Q: 3 clusters Score -266947.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -266988.875000 Penalty: 3836.775146
	Iteration 4Q: 3 clusters Score -266988.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -267020.375000 Penalty: 3836.775146
	Iteration 5Q: 3 clusters Score -267020.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -267047.906250 Penalty: 3836.775146
	Iteration 6Q: 3 clusters Score -267047.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -267062.031250 Penalty: 3836.775146
	Iteration 7Q: 3 clusters Score -267062 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -267075.437500 Penalty: 3836.775146
	Iteration 8Q: 3 clusters Score -267075.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -267083.468750 Penalty: 3836.775146
	Iteration 9Q: 3 clusters Score -267083.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -267091.250000 Penalty: 3836.775146
	Iteration 10Q: 3 clusters Score -267091.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -267098.843750 Penalty: 3836.775146
	Iteration 11Q: 3 clusters Score -267098.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -267104.000000 Penalty: 3836.775146
	Iteration 12Q: 3 clusters Score -267104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -267110.312500 Penalty: 3836.775146
	Iteration 13Q: 3 clusters Score -267110.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -267118.531250 Penalty: 3836.775146
	Iteration 14Q: 3 clusters Score -267118.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -267126.687500 Penalty: 3836.775146
	Iteration 15Q: 3 clusters Score -267126.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -267133.218750 Penalty: 3836.775146
	Iteration 16Q: 3 clusters Score -267133.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -267140.093750 Penalty: 3836.775146
	Iteration 17Q: 3 clusters Score -267140.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -267147.062500 Penalty: 3836.775146
	Iteration 18Q: 3 clusters Score -267147.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -267152.281250 Penalty: 3836.775146
	Iteration 19Q: 3 clusters Score -267152.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -267154.812500 Penalty: 3836.775146
	Iteration 20F: 3 clusters Score -267154.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -267156.125000 Penalty: 3836.775146
	Iteration 21Q: 3 clusters Score -267156.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -267158.343750 Penalty: 3836.775146
	Iteration 22Q: 3 clusters Score -267158.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -267162.000000 Penalty: 3836.775146
	Iteration 23Q: 3 clusters Score -267162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -267164.625000 Penalty: 3836.775146
	Iteration 24Q: 3 clusters Score -267164.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -267168.312500 Penalty: 3836.775146
	Iteration 25Q: 3 clusters Score -267168.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -267170.812500 Penalty: 3836.775146
	Iteration 26Q: 3 clusters Score -267170.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -267172.125000 Penalty: 3836.775146
	Iteration 27Q: 3 clusters Score -267172.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -267177.375000 Penalty: 3836.775146
	Iteration 28Q: 3 clusters Score -267177.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -267182.218750 Penalty: 3836.775146
	Iteration 29Q: 3 clusters Score -267182.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -267186.062500 Penalty: 3836.775146
	Iteration 30Q: 3 clusters Score -267186.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -267191.281250 Penalty: 3836.775146
	Iteration 31Q: 3 clusters Score -267191.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -267194.156250 Penalty: 3836.775146
	Iteration 32Q: 3 clusters Score -267194.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -267196.125000 Penalty: 3836.775146
	Iteration 33Q: 3 clusters Score -267196.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -267196.875000 Penalty: 3836.775146
	Iteration 34Q: 3 clusters Score -267196.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -267196.875000 Penalty: 3836.775146
	Iteration 35F: 3 clusters Score -267196.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172286 members 
Entering Unmasked Estep 
Score: -20703636.000000 Penalty: 2990.114014
	Iteration 0F: 2 clusters Score -2.070364e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85804 members 
Mstep: Class 2 contains 86482 members 
Entering Unmasked Estep 
Score: -20591294.000000 Penalty: 5980.228027
	Iteration 0F: 3 clusters Score -2.059129e+07 nChanged 82541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Mstep: Class 2 contains 91821 members 
Entering Unmasked Estep 
Score: -20640630.000000 Penalty: 5980.228027
	Iteration 1F: 3 clusters Score -2.064063e+07 nChanged 6311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 95150 members 
Entering Unmasked Estep 
Score: -20642402.000000 Penalty: 5980.228027
	Iteration 2Q: 3 clusters Score -2.06424e+07 nChanged 7254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72110 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -20645344.000000 Penalty: 5980.228027
	Iteration 3Q: 3 clusters Score -2.064534e+07 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65050 members 
Mstep: Class 2 contains 107236 members 
Entering Unmasked Estep 
Score: -20649838.000000 Penalty: 5980.228027
	Iteration 4F: 3 clusters Score -2.064984e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 116587 members 
Entering Unmasked Estep 
Score: -20656618.000000 Penalty: 5980.228027
	Iteration 5F: 3 clusters Score -2.065662e+07 nChanged 12273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44316 members 
Mstep: Class 2 contains 127970 members 
Entering Unmasked Estep 
Score: -20666174.000000 Penalty: 5980.228027
	Iteration 6F: 3 clusters Score -2.066617e+07 nChanged 12289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 139653 members 
Entering Unmasked Estep 
Score: -20676304.000000 Penalty: 5980.228027
	Iteration 7F: 3 clusters Score -2.06763e+07 nChanged 10625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 149930 members 
Entering Unmasked Estep 
Score: -20685314.000000 Penalty: 5980.228027
	Iteration 8F: 3 clusters Score -2.068531e+07 nChanged 7949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 157723 members 
Entering Unmasked Estep 
Score: -20691546.000000 Penalty: 5980.228027
	Iteration 9Q: 3 clusters Score -2.069155e+07 nChanged 5191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 162860 members 
Entering Unmasked Estep 
Score: -20695200.000000 Penalty: 5980.228027
	Iteration 10Q: 3 clusters Score -2.06952e+07 nChanged 3287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 166109 members 
Entering Unmasked Estep 
Score: -20697386.000000 Penalty: 5980.228027
	Iteration 11Q: 3 clusters Score -2.069739e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 168238 members 
Entering Unmasked Estep 
Score: -20698970.000000 Penalty: 5980.228027
	Iteration 12Q: 3 clusters Score -2.069897e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 169566 members 
Entering Unmasked Estep 
Score: -20699812.000000 Penalty: 5980.228027
	Iteration 13Q: 3 clusters Score -2.069981e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 170346 members 
Entering Unmasked Estep 
Score: -20700266.000000 Penalty: 5980.228027
	Iteration 14Q: 3 clusters Score -2.070027e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 170814 members 
Entering Unmasked Estep 
Score: -20700606.000000 Penalty: 5980.228027
	Iteration 15Q: 3 clusters Score -2.070061e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 171093 members 
Entering Unmasked Estep 
Score: -20700810.000000 Penalty: 5980.228027
	Iteration 16Q: 3 clusters Score -2.070081e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 171274 members 
Entering Unmasked Estep 
Score: -20700870.000000 Penalty: 5980.228027
	Iteration 17Q: 3 clusters Score -2.070087e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 171381 members 
Entering Unmasked Estep 
Score: -20700952.000000 Penalty: 5980.228027
	Iteration 18Q: 3 clusters Score -2.070095e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 171426 members 
Entering Unmasked Estep 
Score: -20700998.000000 Penalty: 5980.228027
	Iteration 19Q: 3 clusters Score -2.0701e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 171454 members 
Entering Unmasked Estep 
Score: -20701052.000000 Penalty: 5980.228027
	Iteration 20F: 3 clusters Score -2.070105e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 171483 members 
Entering Unmasked Estep 
Score: -20701050.000000 Penalty: 5980.228027
	Iteration 21Q: 3 clusters Score -2.070105e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 171507 members 
Entering Unmasked Estep 
Score: -20701100.000000 Penalty: 5980.228027
	Iteration 22Q: 3 clusters Score -2.07011e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 171535 members 
Entering Unmasked Estep 
Score: -20701114.000000 Penalty: 5980.228027
	Iteration 23Q: 3 clusters Score -2.070111e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 171556 members 
Entering Unmasked Estep 
Score: -20701162.000000 Penalty: 5980.228027
	Iteration 24Q: 3 clusters Score -2.070116e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 171564 members 
Entering Unmasked Estep 
Score: -20701182.000000 Penalty: 5980.228027
	Iteration 25Q: 3 clusters Score -2.070118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 171571 members 
Entering Unmasked Estep 
Score: -20701188.000000 Penalty: 5980.228027
	Iteration 26Q: 3 clusters Score -2.070119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 171579 members 
Entering Unmasked Estep 
Score: -20701192.000000 Penalty: 5980.228027
	Iteration 27Q: 3 clusters Score -2.070119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 171590 members 
Entering Unmasked Estep 
Score: -20701200.000000 Penalty: 5980.228027
	Iteration 28Q: 3 clusters Score -2.07012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 171597 members 
Entering Unmasked Estep 
Score: -20701210.000000 Penalty: 5980.228027
	Iteration 29Q: 3 clusters Score -2.070121e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -20701190.000000 Penalty: 5980.228027
	Iteration 30Q: 3 clusters Score -2.070119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -20701202.000000 Penalty: 5980.228027
	Iteration 31Q: 3 clusters Score -2.07012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 171600 members 
Entering Unmasked Estep 
Score: -20701210.000000 Penalty: 5980.228027
	Iteration 32Q: 3 clusters Score -2.070121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 171601 members 
Entering Unmasked Estep 
Score: -20701198.000000 Penalty: 5980.228027
	Iteration 33Q: 3 clusters Score -2.07012e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 171602 members 
Entering Unmasked Estep 
Score: -20701204.000000 Penalty: 5980.228027
	Iteration 34Q: 3 clusters Score -2.07012e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 171603 members 
Entering Unmasked Estep 
Score: -20701212.000000 Penalty: 5980.228027
	Iteration 35Q: 3 clusters Score -2.070121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 171604 members 
Entering Unmasked Estep 
Score: -20701206.000000 Penalty: 5980.228027
	Iteration 36Q: 3 clusters Score -2.070121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -20701204.000000 Penalty: 5980.228027
	Iteration 37Q: 3 clusters Score -2.07012e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -20701208.000000 Penalty: 5980.228027
	Iteration 38Q: 3 clusters Score -2.070121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 171606 members 
Entering Unmasked Estep 
Score: -20701208.000000 Penalty: 5980.228027
	Iteration 39F: 3 clusters Score -2.070121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -273100.187500 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -273100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -270194.843750 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -270194.8 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -270725.625000 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -270725.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -270876.437500 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -270876.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -270975.625000 Penalty: 3869.489990
	Iteration 3Q: 3 clusters Score -270975.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -271032.156250 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -271032.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -271076.593750 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -271076.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -271109.062500 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -271109.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -271127.468750 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -271127.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -271135.625000 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -271135.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -271144.031250 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -271144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -271156.281250 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -271156.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -271167.031250 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -271167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -271177.093750 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -271177.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -271190.937500 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -271190.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -271209.656250 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -271209.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -271218.531250 Penalty: 3869.489990
	Iteration 15Q: 3 clusters Score -271218.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -271229.250000 Penalty: 3869.489990
	Iteration 16Q: 3 clusters Score -271229.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -271236.781250 Penalty: 3869.489990
	Iteration 17Q: 3 clusters Score -271236.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -271242.937500 Penalty: 3869.489990
	Iteration 18Q: 3 clusters Score -271242.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -271245.218750 Penalty: 3869.489990
	Iteration 19Q: 3 clusters Score -271245.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -271247.718750 Penalty: 3869.489990
	Iteration 20F: 3 clusters Score -271247.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -271249.406250 Penalty: 3869.489990
	Iteration 21Q: 3 clusters Score -271249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -271250.375000 Penalty: 3869.489990
	Iteration 22Q: 3 clusters Score -271250.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -271251.625000 Penalty: 3869.489990
	Iteration 23Q: 3 clusters Score -271251.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -271252.875000 Penalty: 3869.489990
	Iteration 24Q: 3 clusters Score -271252.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -271253.687500 Penalty: 3869.489990
	Iteration 25Q: 3 clusters Score -271253.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -271255.000000 Penalty: 3869.489990
	Iteration 26Q: 3 clusters Score -271255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -271255.656250 Penalty: 3869.489990
	Iteration 27Q: 3 clusters Score -271255.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -271256.500000 Penalty: 3869.489990
	Iteration 28Q: 3 clusters Score -271256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -271256.468750 Penalty: 3869.489990
	Iteration 29Q: 3 clusters Score -271256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -271256.468750 Penalty: 3869.489990
	Iteration 30F: 3 clusters Score -271256.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152054 members 
Mstep: Class 4 contains 253918 members 
Mstep: Class 5 contains 8322 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50254 members 
Mstep: Class 14 contains 15717 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172286 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093496.000000 Penalty: 39986.421875
Iteration 359Q: 13 clusters Score -8.10935e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152054 members 
Mstep: Class 4 contains 253914 members 
Mstep: Class 5 contains 8324 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50250 members 
Mstep: Class 14 contains 15717 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172286 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093480.000000 Penalty: 39986.421875
Iteration 360F: 13 clusters Score -8.109348e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152054 members 
Mstep: Class 4 contains 253908 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50249 members 
Mstep: Class 14 contains 15717 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172289 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093448.000000 Penalty: 39986.421875
Iteration 361Q: 13 clusters Score -8.109345e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152052 members 
Mstep: Class 4 contains 253900 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50248 members 
Mstep: Class 14 contains 15716 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172298 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 362Q: 13 clusters Score -8.109344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152057 members 
Mstep: Class 4 contains 253892 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50248 members 
Mstep: Class 14 contains 15717 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172299 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093432.000000 Penalty: 39986.421875
Iteration 363Q: 13 clusters Score -8.109343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152055 members 
Mstep: Class 4 contains 253891 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50249 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172300 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093440.000000 Penalty: 39986.421875
Iteration 364Q: 13 clusters Score -8.109344e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152058 members 
Mstep: Class 4 contains 253886 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50251 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172299 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 365Q: 13 clusters Score -8.109341e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152064 members 
Mstep: Class 4 contains 253877 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50256 members 
Mstep: Class 14 contains 15718 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172296 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093472.000000 Penalty: 39986.421875
Iteration 366Q: 13 clusters Score -8.109347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152066 members 
Mstep: Class 4 contains 253869 members 
Mstep: Class 5 contains 8325 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 12 contains 50258 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172300 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093472.000000 Penalty: 39986.421875
Iteration 367Q: 13 clusters Score -8.109347e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152060 members 
Mstep: Class 4 contains 253865 members 
Mstep: Class 5 contains 8326 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50260 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172307 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093480.000000 Penalty: 39986.421875
Iteration 368Q: 13 clusters Score -8.109348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152059 members 
Mstep: Class 4 contains 253864 members 
Mstep: Class 5 contains 8327 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50261 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172307 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093520.000000 Penalty: 39986.421875
Iteration 369Q: 13 clusters Score -8.109352e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152055 members 
Mstep: Class 4 contains 253872 members 
Mstep: Class 5 contains 8329 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50261 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172301 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093472.000000 Penalty: 39986.421875
Iteration 370Q: 13 clusters Score -8.109347e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152047 members 
Mstep: Class 4 contains 253878 members 
Mstep: Class 5 contains 8335 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50261 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172297 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093488.000000 Penalty: 39986.421875
Iteration 371Q: 13 clusters Score -8.109349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152051 members 
Mstep: Class 4 contains 253876 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 7 contains 19602 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50261 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172293 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093480.000000 Penalty: 39986.421875
Iteration 372Q: 13 clusters Score -8.109348e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152050 members 
Mstep: Class 4 contains 253876 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 7 contains 19603 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50261 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172293 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093520.000000 Penalty: 39986.421875
Iteration 373Q: 13 clusters Score -8.109352e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152057 members 
Mstep: Class 4 contains 253873 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50261 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172288 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093520.000000 Penalty: 39986.421875
Iteration 374Q: 13 clusters Score -8.109352e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152058 members 
Mstep: Class 4 contains 253871 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 7 contains 19604 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50262 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172287 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093520.000000 Penalty: 39986.421875
Iteration 375Q: 13 clusters Score -8.109352e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152058 members 
Mstep: Class 4 contains 253872 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 7 contains 19605 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50262 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172285 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093472.000000 Penalty: 39986.421875
Iteration 376Q: 13 clusters Score -8.109347e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152061 members 
Mstep: Class 4 contains 253872 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50262 members 
Mstep: Class 14 contains 15720 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172281 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093480.000000 Penalty: 39986.421875
Iteration 377Q: 13 clusters Score -8.109348e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152062 members 
Mstep: Class 4 contains 253877 members 
Mstep: Class 5 contains 8337 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50262 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172274 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093472.000000 Penalty: 39986.421875
Iteration 378Q: 13 clusters Score -8.109347e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152068 members 
Mstep: Class 4 contains 253876 members 
Mstep: Class 5 contains 8338 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50263 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172266 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093496.000000 Penalty: 39986.421875
Iteration 379Q: 13 clusters Score -8.10935e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152072 members 
Mstep: Class 4 contains 253876 members 
Mstep: Class 5 contains 8339 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50264 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172260 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093464.000000 Penalty: 39986.421875
Iteration 380F: 13 clusters Score -8.109346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152077 members 
Mstep: Class 4 contains 253874 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172255 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093464.000000 Penalty: 39986.421875
Iteration 381Q: 13 clusters Score -8.109346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152078 members 
Mstep: Class 4 contains 253878 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172249 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 382Q: 13 clusters Score -8.109341e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152083 members 
Mstep: Class 4 contains 253880 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172241 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093424.000000 Penalty: 39986.421875
Iteration 383Q: 13 clusters Score -8.109342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152091 members 
Mstep: Class 4 contains 253882 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15721 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172231 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093408.000000 Penalty: 39986.421875
Iteration 384Q: 13 clusters Score -8.109341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152095 members 
Mstep: Class 4 contains 253885 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172225 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093416.000000 Penalty: 39986.421875
Iteration 385Q: 13 clusters Score -8.109342e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152102 members 
Mstep: Class 4 contains 253882 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15722 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172223 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 386Q: 13 clusters Score -8.109339e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152110 members 
Mstep: Class 4 contains 253886 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15723 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172210 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 387Q: 13 clusters Score -8.109338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152116 members 
Mstep: Class 4 contains 253886 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15727 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172200 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 388Q: 13 clusters Score -8.109338e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152115 members 
Mstep: Class 4 contains 253890 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3870 members 
Mstep: Class 12 contains 50264 members 
Mstep: Class 14 contains 15729 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172196 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093392.000000 Penalty: 39986.421875
Iteration 389Q: 13 clusters Score -8.109339e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152115 members 
Mstep: Class 4 contains 253892 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50262 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172194 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093328.000000 Penalty: 39986.421875
Iteration 390Q: 13 clusters Score -8.109333e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152113 members 
Mstep: Class 4 contains 253892 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3872 members 
Mstep: Class 12 contains 50262 members 
Mstep: Class 14 contains 15729 members 
Mstep: Class 16 contains 2288 members 
Mstep: Class 21 contains 172196 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093360.000000 Penalty: 39986.421875
Iteration 391Q: 13 clusters Score -8.109336e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152111 members 
Mstep: Class 4 contains 253891 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3873 members 
Mstep: Class 12 contains 50263 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 16 contains 2289 members 
Mstep: Class 21 contains 172195 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 392Q: 13 clusters Score -8.109337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152110 members 
Mstep: Class 4 contains 253888 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50264 members 
Mstep: Class 14 contains 15731 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172195 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 393Q: 13 clusters Score -8.109337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152109 members 
Mstep: Class 4 contains 253882 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 12 contains 50266 members 
Mstep: Class 14 contains 15734 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172194 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 394Q: 13 clusters Score -8.109337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152109 members 
Mstep: Class 4 contains 253881 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3881 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172191 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 395Q: 13 clusters Score -8.109338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152109 members 
Mstep: Class 4 contains 253881 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3881 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172191 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 396Q: 13 clusters Score -8.109338e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152109 members 
Mstep: Class 4 contains 253882 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3879 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172192 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093360.000000 Penalty: 39986.421875
Iteration 397Q: 13 clusters Score -8.109336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152113 members 
Mstep: Class 4 contains 253876 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3880 members 
Mstep: Class 12 contains 50265 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172192 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 398Q: 13 clusters Score -8.109338e+07 nChanged 12
Entering ConstructFrom: 
Score: -81093376.000000 Penalty: 39986.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Entering Unmasked Estep 
Score: -378437.718750 Penalty: 2008.840088
	Iteration 0F: 2 clusters Score -378437.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -374988.781250 Penalty: 4017.680176
	Iteration 0F: 3 clusters Score -374988.8 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -375799.781250 Penalty: 4017.680176
	Iteration 1F: 3 clusters Score -375799.8 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -376078.687500 Penalty: 4017.680176
	Iteration 2F: 3 clusters Score -376078.7 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -376255.968750 Penalty: 4017.680176
	Iteration 3F: 3 clusters Score -376256 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -376368.781250 Penalty: 4017.680176
	Iteration 4Q: 3 clusters Score -376368.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -376449.906250 Penalty: 4017.680176
	Iteration 5Q: 3 clusters Score -376449.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -376515.187500 Penalty: 4017.680176
	Iteration 6Q: 3 clusters Score -376515.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -376574.625000 Penalty: 4017.680176
	Iteration 7Q: 3 clusters Score -376574.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -376619.656250 Penalty: 4017.680176
	Iteration 8Q: 3 clusters Score -376619.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -376664.062500 Penalty: 4017.680176
	Iteration 9Q: 3 clusters Score -376664.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -376699.906250 Penalty: 4017.680176
	Iteration 10Q: 3 clusters Score -376699.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -376727.187500 Penalty: 4017.680176
	Iteration 11Q: 3 clusters Score -376727.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -376757.468750 Penalty: 4017.680176
	Iteration 12Q: 3 clusters Score -376757.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -376781.687500 Penalty: 4017.680176
	Iteration 13Q: 3 clusters Score -376781.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -376798.500000 Penalty: 4017.680176
	Iteration 14Q: 3 clusters Score -376798.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -376809.781250 Penalty: 4017.680176
	Iteration 15Q: 3 clusters Score -376809.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -376822.031250 Penalty: 4017.680176
	Iteration 16Q: 3 clusters Score -376822 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -376834.031250 Penalty: 4017.680176
	Iteration 17Q: 3 clusters Score -376834 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -376850.062500 Penalty: 4017.680176
	Iteration 18Q: 3 clusters Score -376850.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -376863.156250 Penalty: 4017.680176
	Iteration 19Q: 3 clusters Score -376863.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -376871.375000 Penalty: 4017.680176
	Iteration 20F: 3 clusters Score -376871.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -376882.468750 Penalty: 4017.680176
	Iteration 21Q: 3 clusters Score -376882.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -376890.093750 Penalty: 4017.680176
	Iteration 22Q: 3 clusters Score -376890.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -376894.875000 Penalty: 4017.680176
	Iteration 23Q: 3 clusters Score -376894.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -376896.937500 Penalty: 4017.680176
	Iteration 24Q: 3 clusters Score -376896.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -376898.843750 Penalty: 4017.680176
	Iteration 25Q: 3 clusters Score -376898.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -376900.812500 Penalty: 4017.680176
	Iteration 26Q: 3 clusters Score -376900.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -376904.156250 Penalty: 4017.680176
	Iteration 27Q: 3 clusters Score -376904.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -376908.187500 Penalty: 4017.680176
	Iteration 28Q: 3 clusters Score -376908.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -376909.718750 Penalty: 4017.680176
	Iteration 29Q: 3 clusters Score -376909.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -376913.437500 Penalty: 4017.680176
	Iteration 30Q: 3 clusters Score -376913.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -376914.812500 Penalty: 4017.680176
	Iteration 31Q: 3 clusters Score -376914.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -376915.593750 Penalty: 4017.680176
	Iteration 32Q: 3 clusters Score -376915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -376916.718750 Penalty: 4017.680176
	Iteration 33Q: 3 clusters Score -376916.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -376917.843750 Penalty: 4017.680176
	Iteration 34Q: 3 clusters Score -376917.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -376917.843750 Penalty: 4017.680176
	Iteration 35F: 3 clusters Score -376917.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -35119.992188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -35119.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -33862.515625 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -33862.52 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -33989.710938 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -33989.71 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -34040.894531 Penalty: 2918.127930
	Iteration 2F: 3 clusters Score -34040.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -34055.449219 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -34055.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -34059.984375 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -34059.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -34061.777344 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -34061.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -34062.933594 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -34062.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34064.863281 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -34064.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -34064.863281 Penalty: 2918.127930
	Iteration 8F: 3 clusters Score -34064.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152115 members 
Entering Unmasked Estep 
Score: -18448834.000000 Penalty: 2959.233154
	Iteration 0F: 2 clusters Score -1.844883e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76171 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -18347432.000000 Penalty: 5918.466309
	Iteration 0F: 3 clusters Score -1.834743e+07 nChanged 73055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77636 members 
Mstep: Class 2 contains 74479 members 
Entering Unmasked Estep 
Score: -18390080.000000 Penalty: 5918.466309
	Iteration 1F: 3 clusters Score -1.839008e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78453 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -18391290.000000 Penalty: 5918.466309
	Iteration 2Q: 3 clusters Score -1.839129e+07 nChanged 4936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79771 members 
Mstep: Class 2 contains 72344 members 
Entering Unmasked Estep 
Score: -18392806.000000 Penalty: 5918.466309
	Iteration 3Q: 3 clusters Score -1.839281e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81853 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -18395022.000000 Penalty: 5918.466309
	Iteration 4Q: 3 clusters Score -1.839502e+07 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85241 members 
Mstep: Class 2 contains 66874 members 
Entering Unmasked Estep 
Score: -18398378.000000 Penalty: 5918.466309
	Iteration 5Q: 3 clusters Score -1.839838e+07 nChanged 8482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90209 members 
Mstep: Class 2 contains 61906 members 
Entering Unmasked Estep 
Score: -18403768.000000 Penalty: 5918.466309
	Iteration 6F: 3 clusters Score -1.840377e+07 nChanged 10057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96538 members 
Mstep: Class 2 contains 55577 members 
Entering Unmasked Estep 
Score: -18411740.000000 Penalty: 5918.466309
	Iteration 7F: 3 clusters Score -1.841174e+07 nChanged 10588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102982 members 
Mstep: Class 2 contains 49133 members 
Entering Unmasked Estep 
Score: -18420994.000000 Penalty: 5918.466309
	Iteration 8F: 3 clusters Score -1.842099e+07 nChanged 9625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107933 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -18428918.000000 Penalty: 5918.466309
	Iteration 9F: 3 clusters Score -1.842892e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111186 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -18433328.000000 Penalty: 5918.466309
	Iteration 10Q: 3 clusters Score -1.843333e+07 nChanged 4738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113556 members 
Mstep: Class 2 contains 38559 members 
Entering Unmasked Estep 
Score: -18435566.000000 Penalty: 5918.466309
	Iteration 11Q: 3 clusters Score -1.843557e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115561 members 
Mstep: Class 2 contains 36554 members 
Entering Unmasked Estep 
Score: -18437050.000000 Penalty: 5918.466309
	Iteration 12Q: 3 clusters Score -1.843705e+07 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117491 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -18438038.000000 Penalty: 5918.466309
	Iteration 13Q: 3 clusters Score -1.843804e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119235 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -18438970.000000 Penalty: 5918.466309
	Iteration 14Q: 3 clusters Score -1.843897e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120823 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -18439834.000000 Penalty: 5918.466309
	Iteration 15Q: 3 clusters Score -1.843983e+07 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122376 members 
Mstep: Class 2 contains 29739 members 
Entering Unmasked Estep 
Score: -18440512.000000 Penalty: 5918.466309
	Iteration 16Q: 3 clusters Score -1.844051e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123850 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -18441140.000000 Penalty: 5918.466309
	Iteration 17Q: 3 clusters Score -1.844114e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125288 members 
Mstep: Class 2 contains 26827 members 
Entering Unmasked Estep 
Score: -18441746.000000 Penalty: 5918.466309
	Iteration 18Q: 3 clusters Score -1.844175e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126593 members 
Mstep: Class 2 contains 25522 members 
Entering Unmasked Estep 
Score: -18442050.000000 Penalty: 5918.466309
	Iteration 19Q: 3 clusters Score -1.844205e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127791 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -18442448.000000 Penalty: 5918.466309
	Iteration 20F: 3 clusters Score -1.844245e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128964 members 
Mstep: Class 2 contains 23151 members 
Entering Unmasked Estep 
Score: -18442780.000000 Penalty: 5918.466309
	Iteration 21Q: 3 clusters Score -1.844278e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130056 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -18443102.000000 Penalty: 5918.466309
	Iteration 22Q: 3 clusters Score -1.84431e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131092 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -18443292.000000 Penalty: 5918.466309
	Iteration 23Q: 3 clusters Score -1.844329e+07 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132097 members 
Mstep: Class 2 contains 20018 members 
Entering Unmasked Estep 
Score: -18443458.000000 Penalty: 5918.466309
	Iteration 24Q: 3 clusters Score -1.844346e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133058 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -18443702.000000 Penalty: 5918.466309
	Iteration 25Q: 3 clusters Score -1.84437e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133966 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -18443822.000000 Penalty: 5918.466309
	Iteration 26Q: 3 clusters Score -1.844382e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134849 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -18444032.000000 Penalty: 5918.466309
	Iteration 27Q: 3 clusters Score -1.844403e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135684 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -18444238.000000 Penalty: 5918.466309
	Iteration 28Q: 3 clusters Score -1.844424e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136498 members 
Mstep: Class 2 contains 15617 members 
Entering Unmasked Estep 
Score: -18444388.000000 Penalty: 5918.466309
	Iteration 29Q: 3 clusters Score -1.844439e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137309 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -18444574.000000 Penalty: 5918.466309
	Iteration 30Q: 3 clusters Score -1.844457e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138043 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -18444674.000000 Penalty: 5918.466309
	Iteration 31Q: 3 clusters Score -1.844467e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138680 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -18444832.000000 Penalty: 5918.466309
	Iteration 32Q: 3 clusters Score -1.844483e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139307 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -18445000.000000 Penalty: 5918.466309
	Iteration 33Q: 3 clusters Score -1.8445e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139895 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -18445188.000000 Penalty: 5918.466309
	Iteration 34Q: 3 clusters Score -1.844519e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140441 members 
Mstep: Class 2 contains 11674 members 
Entering Unmasked Estep 
Score: -18445266.000000 Penalty: 5918.466309
	Iteration 35Q: 3 clusters Score -1.844527e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140983 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -18445376.000000 Penalty: 5918.466309
	Iteration 36Q: 3 clusters Score -1.844538e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141497 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -18445474.000000 Penalty: 5918.466309
	Iteration 37Q: 3 clusters Score -1.844547e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142031 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -18445570.000000 Penalty: 5918.466309
	Iteration 38Q: 3 clusters Score -1.844557e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142495 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -18445744.000000 Penalty: 5918.466309
	Iteration 39Q: 3 clusters Score -1.844574e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142949 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -18445794.000000 Penalty: 5918.466309
	Iteration 40F: 3 clusters Score -1.844579e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143386 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -18445842.000000 Penalty: 5918.466309
	Iteration 41Q: 3 clusters Score -1.844584e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143792 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -18445958.000000 Penalty: 5918.466309
	Iteration 42Q: 3 clusters Score -1.844596e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144171 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -18446016.000000 Penalty: 5918.466309
	Iteration 43Q: 3 clusters Score -1.844602e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144517 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -18446130.000000 Penalty: 5918.466309
	Iteration 44Q: 3 clusters Score -1.844613e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144849 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -18446192.000000 Penalty: 5918.466309
	Iteration 45Q: 3 clusters Score -1.844619e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145131 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -18446228.000000 Penalty: 5918.466309
	Iteration 46Q: 3 clusters Score -1.844623e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145427 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -18446344.000000 Penalty: 5918.466309
	Iteration 47Q: 3 clusters Score -1.844634e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145700 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -18446410.000000 Penalty: 5918.466309
	Iteration 48Q: 3 clusters Score -1.844641e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145935 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -18446420.000000 Penalty: 5918.466309
	Iteration 49Q: 3 clusters Score -1.844642e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146156 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -18446422.000000 Penalty: 5918.466309
	Iteration 50Q: 3 clusters Score -1.844642e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146360 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -18446468.000000 Penalty: 5918.466309
	Iteration 51Q: 3 clusters Score -1.844647e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146526 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -18446510.000000 Penalty: 5918.466309
	Iteration 52Q: 3 clusters Score -1.844651e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146683 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -18446522.000000 Penalty: 5918.466309
	Iteration 53Q: 3 clusters Score -1.844652e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146843 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -18446508.000000 Penalty: 5918.466309
	Iteration 54Q: 3 clusters Score -1.844651e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146980 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -18446548.000000 Penalty: 5918.466309
	Iteration 55Q: 3 clusters Score -1.844655e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147101 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -18446560.000000 Penalty: 5918.466309
	Iteration 56Q: 3 clusters Score -1.844656e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147211 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -18446576.000000 Penalty: 5918.466309
	Iteration 57Q: 3 clusters Score -1.844658e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147322 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -18446600.000000 Penalty: 5918.466309
	Iteration 58Q: 3 clusters Score -1.84466e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -18446554.000000 Penalty: 5918.466309
	Iteration 59Q: 3 clusters Score -1.844655e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147509 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -18446576.000000 Penalty: 5918.466309
	Iteration 60F: 3 clusters Score -1.844658e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147590 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -18446598.000000 Penalty: 5918.466309
	Iteration 61Q: 3 clusters Score -1.84466e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147676 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -18446602.000000 Penalty: 5918.466309
	Iteration 62Q: 3 clusters Score -1.84466e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147757 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -18446604.000000 Penalty: 5918.466309
	Iteration 63Q: 3 clusters Score -1.84466e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147854 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -18446638.000000 Penalty: 5918.466309
	Iteration 64Q: 3 clusters Score -1.844664e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147943 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -18446624.000000 Penalty: 5918.466309
	Iteration 65Q: 3 clusters Score -1.844662e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148058 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -18446606.000000 Penalty: 5918.466309
	Iteration 66Q: 3 clusters Score -1.844661e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148132 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -18446596.000000 Penalty: 5918.466309
	Iteration 67Q: 3 clusters Score -1.84466e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148196 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -18446606.000000 Penalty: 5918.466309
	Iteration 68Q: 3 clusters Score -1.844661e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148258 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -18446606.000000 Penalty: 5918.466309
	Iteration 69Q: 3 clusters Score -1.844661e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148320 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -18446622.000000 Penalty: 5918.466309
	Iteration 70Q: 3 clusters Score -1.844662e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148373 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -18446640.000000 Penalty: 5918.466309
	Iteration 71Q: 3 clusters Score -1.844664e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148437 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -18446618.000000 Penalty: 5918.466309
	Iteration 72Q: 3 clusters Score -1.844662e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -18446632.000000 Penalty: 5918.466309
	Iteration 73Q: 3 clusters Score -1.844663e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148531 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -18446632.000000 Penalty: 5918.466309
	Iteration 74Q: 3 clusters Score -1.844663e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148572 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -18446596.000000 Penalty: 5918.466309
	Iteration 75Q: 3 clusters Score -1.84466e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -18446602.000000 Penalty: 5918.466309
	Iteration 76Q: 3 clusters Score -1.84466e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148654 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -18446600.000000 Penalty: 5918.466309
	Iteration 77Q: 3 clusters Score -1.84466e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -18446622.000000 Penalty: 5918.466309
	Iteration 78Q: 3 clusters Score -1.844662e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148742 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -18446652.000000 Penalty: 5918.466309
	Iteration 79Q: 3 clusters Score -1.844665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148776 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -18446662.000000 Penalty: 5918.466309
	Iteration 80F: 3 clusters Score -1.844666e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148809 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -18446642.000000 Penalty: 5918.466309
	Iteration 81Q: 3 clusters Score -1.844664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148841 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -18446646.000000 Penalty: 5918.466309
	Iteration 82Q: 3 clusters Score -1.844665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -18446638.000000 Penalty: 5918.466309
	Iteration 83Q: 3 clusters Score -1.844664e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148903 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -18446642.000000 Penalty: 5918.466309
	Iteration 84Q: 3 clusters Score -1.844664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148927 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -18446650.000000 Penalty: 5918.466309
	Iteration 85Q: 3 clusters Score -1.844665e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148948 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -18446634.000000 Penalty: 5918.466309
	Iteration 86Q: 3 clusters Score -1.844663e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148968 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -18446632.000000 Penalty: 5918.466309
	Iteration 87Q: 3 clusters Score -1.844663e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148982 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -18446624.000000 Penalty: 5918.466309
	Iteration 88Q: 3 clusters Score -1.844662e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148990 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -18446624.000000 Penalty: 5918.466309
	Iteration 89Q: 3 clusters Score -1.844662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149000 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -18446618.000000 Penalty: 5918.466309
	Iteration 90Q: 3 clusters Score -1.844662e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149010 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -18446630.000000 Penalty: 5918.466309
	Iteration 91Q: 3 clusters Score -1.844663e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149022 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -18446632.000000 Penalty: 5918.466309
	Iteration 92Q: 3 clusters Score -1.844663e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149030 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -18446626.000000 Penalty: 5918.466309
	Iteration 93Q: 3 clusters Score -1.844663e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149038 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -18446624.000000 Penalty: 5918.466309
	Iteration 94Q: 3 clusters Score -1.844662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149040 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -18446636.000000 Penalty: 5918.466309
	Iteration 95Q: 3 clusters Score -1.844664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149043 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -18446636.000000 Penalty: 5918.466309
	Iteration 96Q: 3 clusters Score -1.844664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149051 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -18446630.000000 Penalty: 5918.466309
	Iteration 97Q: 3 clusters Score -1.844663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149053 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -18446642.000000 Penalty: 5918.466309
	Iteration 98Q: 3 clusters Score -1.844664e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149054 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -18446630.000000 Penalty: 5918.466309
	Iteration 99Q: 3 clusters Score -1.844663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149054 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -18446630.000000 Penalty: 5918.466309
	Iteration 100F: 3 clusters Score -1.844663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (253871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253871 members 
Entering Unmasked Estep 
Score: -30424464.000000 Penalty: 3086.256348
	Iteration 0F: 2 clusters Score -3.042446e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127011 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -30260260.000000 Penalty: 6172.512695
	Iteration 0F: 3 clusters Score -3.026026e+07 nChanged 123118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125403 members 
Mstep: Class 2 contains 128468 members 
Entering Unmasked Estep 
Score: -30333940.000000 Penalty: 6172.512695
	Iteration 1F: 3 clusters Score -3.033394e+07 nChanged 7143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124536 members 
Mstep: Class 2 contains 129335 members 
Entering Unmasked Estep 
Score: -30335440.000000 Penalty: 6172.512695
	Iteration 2Q: 3 clusters Score -3.033544e+07 nChanged 8206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123526 members 
Mstep: Class 2 contains 130345 members 
Entering Unmasked Estep 
Score: -30337922.000000 Penalty: 6172.512695
	Iteration 3Q: 3 clusters Score -3.033792e+07 nChanged 9680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122120 members 
Mstep: Class 2 contains 131751 members 
Entering Unmasked Estep 
Score: -30341774.000000 Penalty: 6172.512695
	Iteration 4Q: 3 clusters Score -3.034177e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120485 members 
Mstep: Class 2 contains 133386 members 
Entering Unmasked Estep 
Score: -30348484.000000 Penalty: 6172.512695
	Iteration 5Q: 3 clusters Score -3.034848e+07 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118920 members 
Mstep: Class 2 contains 134951 members 
Entering Unmasked Estep 
Score: -30357964.000000 Penalty: 6172.512695
	Iteration 6F: 3 clusters Score -3.035796e+07 nChanged 16949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117839 members 
Mstep: Class 2 contains 136032 members 
Entering Unmasked Estep 
Score: -30371068.000000 Penalty: 6172.512695
	Iteration 7F: 3 clusters Score -3.037107e+07 nChanged 17250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117555 members 
Mstep: Class 2 contains 136316 members 
Entering Unmasked Estep 
Score: -30383052.000000 Penalty: 6172.512695
	Iteration 8F: 3 clusters Score -3.038305e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117239 members 
Mstep: Class 2 contains 136632 members 
Entering Unmasked Estep 
Score: -30389530.000000 Penalty: 6172.512695
	Iteration 9F: 3 clusters Score -3.038953e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116898 members 
Mstep: Class 2 contains 136973 members 
Entering Unmasked Estep 
Score: -30391698.000000 Penalty: 6172.512695
	Iteration 10Q: 3 clusters Score -3.03917e+07 nChanged 4664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116734 members 
Mstep: Class 2 contains 137137 members 
Entering Unmasked Estep 
Score: -30392544.000000 Penalty: 6172.512695
	Iteration 11Q: 3 clusters Score -3.039254e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116644 members 
Mstep: Class 2 contains 137227 members 
Entering Unmasked Estep 
Score: -30393046.000000 Penalty: 6172.512695
	Iteration 12Q: 3 clusters Score -3.039305e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116731 members 
Mstep: Class 2 contains 137140 members 
Entering Unmasked Estep 
Score: -30393614.000000 Penalty: 6172.512695
	Iteration 13Q: 3 clusters Score -3.039361e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116957 members 
Mstep: Class 2 contains 136914 members 
Entering Unmasked Estep 
Score: -30393986.000000 Penalty: 6172.512695
	Iteration 14Q: 3 clusters Score -3.039399e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 136612 members 
Entering Unmasked Estep 
Score: -30394276.000000 Penalty: 6172.512695
	Iteration 15Q: 3 clusters Score -3.039428e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117747 members 
Mstep: Class 2 contains 136124 members 
Entering Unmasked Estep 
Score: -30394578.000000 Penalty: 6172.512695
	Iteration 16Q: 3 clusters Score -3.039458e+07 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118421 members 
Mstep: Class 2 contains 135450 members 
Entering Unmasked Estep 
Score: -30394848.000000 Penalty: 6172.512695
	Iteration 17Q: 3 clusters Score -3.039485e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119196 members 
Mstep: Class 2 contains 134675 members 
Entering Unmasked Estep 
Score: -30395184.000000 Penalty: 6172.512695
	Iteration 18Q: 3 clusters Score -3.039518e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120057 members 
Mstep: Class 2 contains 133814 members 
Entering Unmasked Estep 
Score: -30395510.000000 Penalty: 6172.512695
	Iteration 19Q: 3 clusters Score -3.039551e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121025 members 
Mstep: Class 2 contains 132846 members 
Entering Unmasked Estep 
Score: -30395848.000000 Penalty: 6172.512695
	Iteration 20F: 3 clusters Score -3.039585e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122148 members 
Mstep: Class 2 contains 131723 members 
Entering Unmasked Estep 
Score: -30396188.000000 Penalty: 6172.512695
	Iteration 21Q: 3 clusters Score -3.039619e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123486 members 
Mstep: Class 2 contains 130385 members 
Entering Unmasked Estep 
Score: -30396732.000000 Penalty: 6172.512695
	Iteration 22Q: 3 clusters Score -3.039673e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125103 members 
Mstep: Class 2 contains 128768 members 
Entering Unmasked Estep 
Score: -30397218.000000 Penalty: 6172.512695
	Iteration 23Q: 3 clusters Score -3.039722e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126958 members 
Mstep: Class 2 contains 126913 members 
Entering Unmasked Estep 
Score: -30397822.000000 Penalty: 6172.512695
	Iteration 24Q: 3 clusters Score -3.039782e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129065 members 
Mstep: Class 2 contains 124806 members 
Entering Unmasked Estep 
Score: -30398544.000000 Penalty: 6172.512695
	Iteration 25Q: 3 clusters Score -3.039854e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131366 members 
Mstep: Class 2 contains 122505 members 
Entering Unmasked Estep 
Score: -30399110.000000 Penalty: 6172.512695
	Iteration 26Q: 3 clusters Score -3.039911e+07 nChanged 3115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133883 members 
Mstep: Class 2 contains 119988 members 
Entering Unmasked Estep 
Score: -30399866.000000 Penalty: 6172.512695
	Iteration 27Q: 3 clusters Score -3.039987e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136536 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -30400664.000000 Penalty: 6172.512695
	Iteration 28Q: 3 clusters Score -3.040066e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139453 members 
Mstep: Class 2 contains 114418 members 
Entering Unmasked Estep 
Score: -30401558.000000 Penalty: 6172.512695
	Iteration 29Q: 3 clusters Score -3.040156e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142550 members 
Mstep: Class 2 contains 111321 members 
Entering Unmasked Estep 
Score: -30402628.000000 Penalty: 6172.512695
	Iteration 30Q: 3 clusters Score -3.040263e+07 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145852 members 
Mstep: Class 2 contains 108019 members 
Entering Unmasked Estep 
Score: -30403986.000000 Penalty: 6172.512695
	Iteration 31Q: 3 clusters Score -3.040399e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149417 members 
Mstep: Class 2 contains 104454 members 
Entering Unmasked Estep 
Score: -30405244.000000 Penalty: 6172.512695
	Iteration 32Q: 3 clusters Score -3.040524e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153044 members 
Mstep: Class 2 contains 100827 members 
Entering Unmasked Estep 
Score: -30406658.000000 Penalty: 6172.512695
	Iteration 33Q: 3 clusters Score -3.040666e+07 nChanged 3956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156854 members 
Mstep: Class 2 contains 97017 members 
Entering Unmasked Estep 
Score: -30407826.000000 Penalty: 6172.512695
	Iteration 34Q: 3 clusters Score -3.040783e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160728 members 
Mstep: Class 2 contains 93143 members 
Entering Unmasked Estep 
Score: -30408858.000000 Penalty: 6172.512695
	Iteration 35Q: 3 clusters Score -3.040886e+07 nChanged 3917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164601 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -30409786.000000 Penalty: 6172.512695
	Iteration 36Q: 3 clusters Score -3.040979e+07 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168531 members 
Mstep: Class 2 contains 85340 members 
Entering Unmasked Estep 
Score: -30410700.000000 Penalty: 6172.512695
	Iteration 37Q: 3 clusters Score -3.04107e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172394 members 
Mstep: Class 2 contains 81477 members 
Entering Unmasked Estep 
Score: -30411496.000000 Penalty: 6172.512695
	Iteration 38Q: 3 clusters Score -3.04115e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176257 members 
Mstep: Class 2 contains 77614 members 
Entering Unmasked Estep 
Score: -30412398.000000 Penalty: 6172.512695
	Iteration 39Q: 3 clusters Score -3.04124e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179992 members 
Mstep: Class 2 contains 73879 members 
Entering Unmasked Estep 
Score: -30413212.000000 Penalty: 6172.512695
	Iteration 40F: 3 clusters Score -3.041321e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183861 members 
Mstep: Class 2 contains 70010 members 
Entering Unmasked Estep 
Score: -30414022.000000 Penalty: 6172.512695
	Iteration 41Q: 3 clusters Score -3.041402e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187638 members 
Mstep: Class 2 contains 66233 members 
Entering Unmasked Estep 
Score: -30414834.000000 Penalty: 6172.512695
	Iteration 42Q: 3 clusters Score -3.041483e+07 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191430 members 
Mstep: Class 2 contains 62441 members 
Entering Unmasked Estep 
Score: -30415588.000000 Penalty: 6172.512695
	Iteration 43Q: 3 clusters Score -3.041559e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195056 members 
Mstep: Class 2 contains 58815 members 
Entering Unmasked Estep 
Score: -30416300.000000 Penalty: 6172.512695
	Iteration 44Q: 3 clusters Score -3.04163e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198527 members 
Mstep: Class 2 contains 55344 members 
Entering Unmasked Estep 
Score: -30417030.000000 Penalty: 6172.512695
	Iteration 45Q: 3 clusters Score -3.041703e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201889 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -30417566.000000 Penalty: 6172.512695
	Iteration 46Q: 3 clusters Score -3.041757e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205120 members 
Mstep: Class 2 contains 48751 members 
Entering Unmasked Estep 
Score: -30418070.000000 Penalty: 6172.512695
	Iteration 47Q: 3 clusters Score -3.041807e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208204 members 
Mstep: Class 2 contains 45667 members 
Entering Unmasked Estep 
Score: -30418636.000000 Penalty: 6172.512695
	Iteration 48Q: 3 clusters Score -3.041864e+07 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211198 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -30419148.000000 Penalty: 6172.512695
	Iteration 49Q: 3 clusters Score -3.041915e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214001 members 
Mstep: Class 2 contains 39870 members 
Entering Unmasked Estep 
Score: -30419576.000000 Penalty: 6172.512695
	Iteration 50Q: 3 clusters Score -3.041958e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216572 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -30419802.000000 Penalty: 6172.512695
	Iteration 51Q: 3 clusters Score -3.04198e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219067 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -30420038.000000 Penalty: 6172.512695
	Iteration 52Q: 3 clusters Score -3.042004e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221330 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -30420224.000000 Penalty: 6172.512695
	Iteration 53Q: 3 clusters Score -3.042022e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223425 members 
Mstep: Class 2 contains 30446 members 
Entering Unmasked Estep 
Score: -30420486.000000 Penalty: 6172.512695
	Iteration 54Q: 3 clusters Score -3.042049e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225377 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -30420706.000000 Penalty: 6172.512695
	Iteration 55Q: 3 clusters Score -3.042071e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227225 members 
Mstep: Class 2 contains 26646 members 
Entering Unmasked Estep 
Score: -30420880.000000 Penalty: 6172.512695
	Iteration 56Q: 3 clusters Score -3.042088e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228855 members 
Mstep: Class 2 contains 25016 members 
Entering Unmasked Estep 
Score: -30421100.000000 Penalty: 6172.512695
	Iteration 57Q: 3 clusters Score -3.04211e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230312 members 
Mstep: Class 2 contains 23559 members 
Entering Unmasked Estep 
Score: -30421324.000000 Penalty: 6172.512695
	Iteration 58Q: 3 clusters Score -3.042132e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231623 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -30421552.000000 Penalty: 6172.512695
	Iteration 59Q: 3 clusters Score -3.042155e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232809 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -30421740.000000 Penalty: 6172.512695
	Iteration 60F: 3 clusters Score -3.042174e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233934 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -30421820.000000 Penalty: 6172.512695
	Iteration 61Q: 3 clusters Score -3.042182e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235035 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -30421990.000000 Penalty: 6172.512695
	Iteration 62Q: 3 clusters Score -3.042199e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236055 members 
Mstep: Class 2 contains 17816 members 
Entering Unmasked Estep 
Score: -30422038.000000 Penalty: 6172.512695
	Iteration 63Q: 3 clusters Score -3.042204e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237013 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -30422222.000000 Penalty: 6172.512695
	Iteration 64Q: 3 clusters Score -3.042222e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237878 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -30422148.000000 Penalty: 6172.512695
	Iteration 65Q: 3 clusters Score -3.042215e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238682 members 
Mstep: Class 2 contains 15189 members 
Entering Unmasked Estep 
Score: -30422162.000000 Penalty: 6172.512695
	Iteration 66Q: 3 clusters Score -3.042216e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239457 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -30422130.000000 Penalty: 6172.512695
	Iteration 67Q: 3 clusters Score -3.042213e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240206 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -30422142.000000 Penalty: 6172.512695
	Iteration 68Q: 3 clusters Score -3.042214e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240890 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -30422188.000000 Penalty: 6172.512695
	Iteration 69Q: 3 clusters Score -3.042219e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241547 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -30422146.000000 Penalty: 6172.512695
	Iteration 70Q: 3 clusters Score -3.042215e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242137 members 
Mstep: Class 2 contains 11734 members 
Entering Unmasked Estep 
Score: -30422172.000000 Penalty: 6172.512695
	Iteration 71Q: 3 clusters Score -3.042217e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242698 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -30422096.000000 Penalty: 6172.512695
	Iteration 72Q: 3 clusters Score -3.04221e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243229 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -30422240.000000 Penalty: 6172.512695
	Iteration 73Q: 3 clusters Score -3.042224e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243724 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -30422386.000000 Penalty: 6172.512695
	Iteration 74Q: 3 clusters Score -3.042239e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244132 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -30422364.000000 Penalty: 6172.512695
	Iteration 75Q: 3 clusters Score -3.042236e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244544 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -30422402.000000 Penalty: 6172.512695
	Iteration 76Q: 3 clusters Score -3.04224e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244930 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -30422394.000000 Penalty: 6172.512695
	Iteration 77Q: 3 clusters Score -3.042239e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245288 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -30422386.000000 Penalty: 6172.512695
	Iteration 78Q: 3 clusters Score -3.042239e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245615 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -30422464.000000 Penalty: 6172.512695
	Iteration 79Q: 3 clusters Score -3.042246e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245920 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -30422472.000000 Penalty: 6172.512695
	Iteration 80F: 3 clusters Score -3.042247e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246235 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -30422418.000000 Penalty: 6172.512695
	Iteration 81Q: 3 clusters Score -3.042242e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246515 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -30422418.000000 Penalty: 6172.512695
	Iteration 82Q: 3 clusters Score -3.042242e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246775 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -30422360.000000 Penalty: 6172.512695
	Iteration 83Q: 3 clusters Score -3.042236e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246997 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -30422392.000000 Penalty: 6172.512695
	Iteration 84Q: 3 clusters Score -3.042239e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247218 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -30422368.000000 Penalty: 6172.512695
	Iteration 85Q: 3 clusters Score -3.042237e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247425 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -30422310.000000 Penalty: 6172.512695
	Iteration 86Q: 3 clusters Score -3.042231e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247634 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -30422316.000000 Penalty: 6172.512695
	Iteration 87Q: 3 clusters Score -3.042232e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247829 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -30422350.000000 Penalty: 6172.512695
	Iteration 88Q: 3 clusters Score -3.042235e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248005 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -30422306.000000 Penalty: 6172.512695
	Iteration 89Q: 3 clusters Score -3.042231e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248175 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -30422346.000000 Penalty: 6172.512695
	Iteration 90Q: 3 clusters Score -3.042235e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248334 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -30422396.000000 Penalty: 6172.512695
	Iteration 91Q: 3 clusters Score -3.04224e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248473 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -30422360.000000 Penalty: 6172.512695
	Iteration 92Q: 3 clusters Score -3.042236e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248604 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -30422404.000000 Penalty: 6172.512695
	Iteration 93Q: 3 clusters Score -3.04224e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248727 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -30422366.000000 Penalty: 6172.512695
	Iteration 94Q: 3 clusters Score -3.042237e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248835 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -30422380.000000 Penalty: 6172.512695
	Iteration 95Q: 3 clusters Score -3.042238e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248939 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -30422368.000000 Penalty: 6172.512695
	Iteration 96Q: 3 clusters Score -3.042237e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249042 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -30422348.000000 Penalty: 6172.512695
	Iteration 97Q: 3 clusters Score -3.042235e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249129 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -30422364.000000 Penalty: 6172.512695
	Iteration 98Q: 3 clusters Score -3.042236e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249222 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -30422396.000000 Penalty: 6172.512695
	Iteration 99Q: 3 clusters Score -3.04224e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249305 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -30422366.000000 Penalty: 6172.512695
	Iteration 100F: 3 clusters Score -3.042237e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249382 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -30422364.000000 Penalty: 6172.512695
	Iteration 101Q: 3 clusters Score -3.042236e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249448 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -30422362.000000 Penalty: 6172.512695
	Iteration 102Q: 3 clusters Score -3.042236e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249516 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -30422360.000000 Penalty: 6172.512695
	Iteration 103Q: 3 clusters Score -3.042236e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249597 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -30422358.000000 Penalty: 6172.512695
	Iteration 104Q: 3 clusters Score -3.042236e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249666 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -30422398.000000 Penalty: 6172.512695
	Iteration 105Q: 3 clusters Score -3.04224e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249741 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -30422398.000000 Penalty: 6172.512695
	Iteration 106Q: 3 clusters Score -3.04224e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249824 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -30422402.000000 Penalty: 6172.512695
	Iteration 107Q: 3 clusters Score -3.04224e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249912 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -30422408.000000 Penalty: 6172.512695
	Iteration 108Q: 3 clusters Score -3.042241e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250003 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -30422438.000000 Penalty: 6172.512695
	Iteration 109Q: 3 clusters Score -3.042244e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250108 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -30422422.000000 Penalty: 6172.512695
	Iteration 110Q: 3 clusters Score -3.042242e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250197 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -30422442.000000 Penalty: 6172.512695
	Iteration 111Q: 3 clusters Score -3.042244e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250290 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -30422442.000000 Penalty: 6172.512695
	Iteration 112Q: 3 clusters Score -3.042244e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250378 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -30422510.000000 Penalty: 6172.512695
	Iteration 113Q: 3 clusters Score -3.042251e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250463 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -30422492.000000 Penalty: 6172.512695
	Iteration 114Q: 3 clusters Score -3.042249e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250560 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -30422450.000000 Penalty: 6172.512695
	Iteration 115Q: 3 clusters Score -3.042245e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250659 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -30422448.000000 Penalty: 6172.512695
	Iteration 116Q: 3 clusters Score -3.042245e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250736 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -30422462.000000 Penalty: 6172.512695
	Iteration 117Q: 3 clusters Score -3.042246e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250788 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -30422486.000000 Penalty: 6172.512695
	Iteration 118Q: 3 clusters Score -3.042249e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250836 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -30422462.000000 Penalty: 6172.512695
	Iteration 119Q: 3 clusters Score -3.042246e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250877 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -30422470.000000 Penalty: 6172.512695
	Iteration 120F: 3 clusters Score -3.042247e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250910 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -30422454.000000 Penalty: 6172.512695
	Iteration 121Q: 3 clusters Score -3.042245e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250942 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -30422430.000000 Penalty: 6172.512695
	Iteration 122Q: 3 clusters Score -3.042243e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250975 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -30422400.000000 Penalty: 6172.512695
	Iteration 123Q: 3 clusters Score -3.04224e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251008 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -30422416.000000 Penalty: 6172.512695
	Iteration 124Q: 3 clusters Score -3.042242e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251030 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -30422398.000000 Penalty: 6172.512695
	Iteration 125Q: 3 clusters Score -3.04224e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251054 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -30422414.000000 Penalty: 6172.512695
	Iteration 126Q: 3 clusters Score -3.042241e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251073 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -30422436.000000 Penalty: 6172.512695
	Iteration 127Q: 3 clusters Score -3.042244e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251095 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -30422436.000000 Penalty: 6172.512695
	Iteration 128Q: 3 clusters Score -3.042244e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251114 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -30422406.000000 Penalty: 6172.512695
	Iteration 129Q: 3 clusters Score -3.042241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251129 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -30422418.000000 Penalty: 6172.512695
	Iteration 130Q: 3 clusters Score -3.042242e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251150 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -30422402.000000 Penalty: 6172.512695
	Iteration 131Q: 3 clusters Score -3.04224e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251172 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -30422392.000000 Penalty: 6172.512695
	Iteration 132Q: 3 clusters Score -3.042239e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251194 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -30422396.000000 Penalty: 6172.512695
	Iteration 133Q: 3 clusters Score -3.04224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251221 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -30422402.000000 Penalty: 6172.512695
	Iteration 134Q: 3 clusters Score -3.04224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251248 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -30422392.000000 Penalty: 6172.512695
	Iteration 135Q: 3 clusters Score -3.042239e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251271 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -30422414.000000 Penalty: 6172.512695
	Iteration 136Q: 3 clusters Score -3.042241e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251286 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -30422400.000000 Penalty: 6172.512695
	Iteration 137Q: 3 clusters Score -3.04224e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251299 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -30422414.000000 Penalty: 6172.512695
	Iteration 138Q: 3 clusters Score -3.042241e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251312 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -30422400.000000 Penalty: 6172.512695
	Iteration 139Q: 3 clusters Score -3.04224e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251332 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -30422398.000000 Penalty: 6172.512695
	Iteration 140F: 3 clusters Score -3.04224e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251343 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -30422394.000000 Penalty: 6172.512695
	Iteration 141Q: 3 clusters Score -3.042239e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251351 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -30422414.000000 Penalty: 6172.512695
	Iteration 142Q: 3 clusters Score -3.042241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251358 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -30422418.000000 Penalty: 6172.512695
	Iteration 143Q: 3 clusters Score -3.042242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251365 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -30422428.000000 Penalty: 6172.512695
	Iteration 144Q: 3 clusters Score -3.042243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251371 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -30422418.000000 Penalty: 6172.512695
	Iteration 145Q: 3 clusters Score -3.042242e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251378 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -30422414.000000 Penalty: 6172.512695
	Iteration 146Q: 3 clusters Score -3.042241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251388 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -30422408.000000 Penalty: 6172.512695
	Iteration 147Q: 3 clusters Score -3.042241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251402 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -30422408.000000 Penalty: 6172.512695
	Iteration 148Q: 3 clusters Score -3.042241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251414 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -30422408.000000 Penalty: 6172.512695
	Iteration 149Q: 3 clusters Score -3.042241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251418 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -30422410.000000 Penalty: 6172.512695
	Iteration 150Q: 3 clusters Score -3.042241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251425 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -30422398.000000 Penalty: 6172.512695
	Iteration 151Q: 3 clusters Score -3.04224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251429 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -30422418.000000 Penalty: 6172.512695
	Iteration 152Q: 3 clusters Score -3.042242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251438 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -30422414.000000 Penalty: 6172.512695
	Iteration 153Q: 3 clusters Score -3.042241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251449 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -30422414.000000 Penalty: 6172.512695
	Iteration 154Q: 3 clusters Score -3.042241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251453 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -30422420.000000 Penalty: 6172.512695
	Iteration 155Q: 3 clusters Score -3.042242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251457 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -30422430.000000 Penalty: 6172.512695
	Iteration 156Q: 3 clusters Score -3.042243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251459 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -30422436.000000 Penalty: 6172.512695
	Iteration 157Q: 3 clusters Score -3.042244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251460 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -30422428.000000 Penalty: 6172.512695
	Iteration 158Q: 3 clusters Score -3.042243e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251465 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -30422428.000000 Penalty: 6172.512695
	Iteration 159Q: 3 clusters Score -3.042243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251469 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -30422430.000000 Penalty: 6172.512695
	Iteration 160F: 3 clusters Score -3.042243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251472 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -30422424.000000 Penalty: 6172.512695
	Iteration 161Q: 3 clusters Score -3.042242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251478 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -30422432.000000 Penalty: 6172.512695
	Iteration 162Q: 3 clusters Score -3.042243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251481 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -30422436.000000 Penalty: 6172.512695
	Iteration 163Q: 3 clusters Score -3.042244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251484 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -30422432.000000 Penalty: 6172.512695
	Iteration 164Q: 3 clusters Score -3.042243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251485 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -30422414.000000 Penalty: 6172.512695
	Iteration 165Q: 3 clusters Score -3.042241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251487 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -30422418.000000 Penalty: 6172.512695
	Iteration 166Q: 3 clusters Score -3.042242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251489 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -30422418.000000 Penalty: 6172.512695
	Iteration 167Q: 3 clusters Score -3.042242e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251492 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -30422402.000000 Penalty: 6172.512695
	Iteration 168Q: 3 clusters Score -3.04224e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251494 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -30422412.000000 Penalty: 6172.512695
	Iteration 169Q: 3 clusters Score -3.042241e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251498 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -30422420.000000 Penalty: 6172.512695
	Iteration 170Q: 3 clusters Score -3.042242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251502 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -30422420.000000 Penalty: 6172.512695
	Iteration 171Q: 3 clusters Score -3.042242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251506 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -30422410.000000 Penalty: 6172.512695
	Iteration 172Q: 3 clusters Score -3.042241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251509 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -30422424.000000 Penalty: 6172.512695
	Iteration 173Q: 3 clusters Score -3.042242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251510 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -30422424.000000 Penalty: 6172.512695
	Iteration 174Q: 3 clusters Score -3.042242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251510 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -30422424.000000 Penalty: 6172.512695
	Iteration 175F: 3 clusters Score -3.042242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Entering Unmasked Estep 
Score: -1000918.562500 Penalty: 2239.176758
	Iteration 0F: 2 clusters Score -1000919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -994303.187500 Penalty: 4478.353516
	Iteration 0F: 3 clusters Score -994303.2 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -996101.312500 Penalty: 4478.353516
	Iteration 1F: 3 clusters Score -996101.3 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -996357.500000 Penalty: 4478.353516
	Iteration 2F: 3 clusters Score -996357.5 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -996550.937500 Penalty: 4478.353516
	Iteration 3Q: 3 clusters Score -996550.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -996739.437500 Penalty: 4478.353516
	Iteration 4Q: 3 clusters Score -996739.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -996959.000000 Penalty: 4478.353516
	Iteration 5Q: 3 clusters Score -996959 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -997237.687500 Penalty: 4478.353516
	Iteration 6Q: 3 clusters Score -997237.7 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -997534.062500 Penalty: 4478.353516
	Iteration 7Q: 3 clusters Score -997534.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -997872.375000 Penalty: 4478.353516
	Iteration 8F: 3 clusters Score -997872.4 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -998224.312500 Penalty: 4478.353516
	Iteration 9F: 3 clusters Score -998224.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -998540.875000 Penalty: 4478.353516
	Iteration 10Q: 3 clusters Score -998540.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -998851.125000 Penalty: 4478.353516
	Iteration 11Q: 3 clusters Score -998851.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -999118.062500 Penalty: 4478.353516
	Iteration 12Q: 3 clusters Score -999118.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -999308.062500 Penalty: 4478.353516
	Iteration 13Q: 3 clusters Score -999308.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -999427.562500 Penalty: 4478.353516
	Iteration 14Q: 3 clusters Score -999427.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -999529.750000 Penalty: 4478.353516
	Iteration 15Q: 3 clusters Score -999529.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -999610.500000 Penalty: 4478.353516
	Iteration 16Q: 3 clusters Score -999610.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -999662.062500 Penalty: 4478.353516
	Iteration 17Q: 3 clusters Score -999662.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -999696.875000 Penalty: 4478.353516
	Iteration 18Q: 3 clusters Score -999696.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -999704.750000 Penalty: 4478.353516
	Iteration 19Q: 3 clusters Score -999704.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -999707.937500 Penalty: 4478.353516
	Iteration 20F: 3 clusters Score -999707.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -999709.000000 Penalty: 4478.353516
	Iteration 21Q: 3 clusters Score -999709 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -999714.000000 Penalty: 4478.353516
	Iteration 22Q: 3 clusters Score -999714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -999716.125000 Penalty: 4478.353516
	Iteration 23Q: 3 clusters Score -999716.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -999716.500000 Penalty: 4478.353516
	Iteration 24Q: 3 clusters Score -999716.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -999716.812500 Penalty: 4478.353516
	Iteration 25Q: 3 clusters Score -999716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -999717.187500 Penalty: 4478.353516
	Iteration 26Q: 3 clusters Score -999717.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -999717.187500 Penalty: 4478.353516
	Iteration 27F: 3 clusters Score -999717.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Entering Unmasked Estep 
Score: -2366064.750000 Penalty: 2451.143311
	Iteration 0F: 2 clusters Score -2366065 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2352255.750000 Penalty: 4902.286621
	Iteration 0F: 3 clusters Score -2352256 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2356957.250000 Penalty: 4902.286621
	Iteration 1F: 3 clusters Score -2356957 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -2357419.500000 Penalty: 4902.286621
	Iteration 2F: 3 clusters Score -2357420 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2357886.750000 Penalty: 4902.286621
	Iteration 3F: 3 clusters Score -2357887 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2358377.250000 Penalty: 4902.286621
	Iteration 4F: 3 clusters Score -2358377 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -2358967.750000 Penalty: 4902.286621
	Iteration 5F: 3 clusters Score -2358968 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -2359701.750000 Penalty: 4902.286621
	Iteration 6F: 3 clusters Score -2359702 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2360542.250000 Penalty: 4902.286621
	Iteration 7F: 3 clusters Score -2360542 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2361348.000000 Penalty: 4902.286621
	Iteration 8F: 3 clusters Score -2361348 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -2362126.250000 Penalty: 4902.286621
	Iteration 9F: 3 clusters Score -2362126 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -2362773.750000 Penalty: 4902.286621
	Iteration 10Q: 3 clusters Score -2362774 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2363251.750000 Penalty: 4902.286621
	Iteration 11Q: 3 clusters Score -2363252 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2363580.500000 Penalty: 4902.286621
	Iteration 12Q: 3 clusters Score -2363580 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2363800.500000 Penalty: 4902.286621
	Iteration 13Q: 3 clusters Score -2363800 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2363942.500000 Penalty: 4902.286621
	Iteration 14Q: 3 clusters Score -2363942 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2364039.750000 Penalty: 4902.286621
	Iteration 15Q: 3 clusters Score -2364040 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -2364101.000000 Penalty: 4902.286621
	Iteration 16Q: 3 clusters Score -2364101 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2364143.750000 Penalty: 4902.286621
	Iteration 17Q: 3 clusters Score -2364144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18926 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -2364169.000000 Penalty: 4902.286621
	Iteration 18Q: 3 clusters Score -2364169 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2364185.750000 Penalty: 4902.286621
	Iteration 19Q: 3 clusters Score -2364186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18971 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -2364198.750000 Penalty: 4902.286621
	Iteration 20F: 3 clusters Score -2364199 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -2364202.250000 Penalty: 4902.286621
	Iteration 21Q: 3 clusters Score -2364202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2364205.500000 Penalty: 4902.286621
	Iteration 22Q: 3 clusters Score -2364206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2364218.500000 Penalty: 4902.286621
	Iteration 23Q: 3 clusters Score -2364218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19012 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2364229.500000 Penalty: 4902.286621
	Iteration 24Q: 3 clusters Score -2364230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2364225.750000 Penalty: 4902.286621
	Iteration 25Q: 3 clusters Score -2364226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19018 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -2364225.750000 Penalty: 4902.286621
	Iteration 26F: 3 clusters Score -2364226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Entering Unmasked Estep 
Score: -478108.937500 Penalty: 2049.242676
	Iteration 0F: 2 clusters Score -478108.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -474235.906250 Penalty: 4098.485352
	Iteration 0F: 3 clusters Score -474235.9 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -475039.062500 Penalty: 4098.485352
	Iteration 1F: 3 clusters Score -475039.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -475224.750000 Penalty: 4098.485352
	Iteration 2F: 3 clusters Score -475224.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -475322.968750 Penalty: 4098.485352
	Iteration 3F: 3 clusters Score -475323 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -475383.843750 Penalty: 4098.485352
	Iteration 4Q: 3 clusters Score -475383.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -475423.437500 Penalty: 4098.485352
	Iteration 5Q: 3 clusters Score -475423.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -475454.531250 Penalty: 4098.485352
	Iteration 6Q: 3 clusters Score -475454.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -475475.750000 Penalty: 4098.485352
	Iteration 7Q: 3 clusters Score -475475.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -475491.968750 Penalty: 4098.485352
	Iteration 8Q: 3 clusters Score -475492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -475504.562500 Penalty: 4098.485352
	Iteration 9Q: 3 clusters Score -475504.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -475516.062500 Penalty: 4098.485352
	Iteration 10Q: 3 clusters Score -475516.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -475528.562500 Penalty: 4098.485352
	Iteration 11Q: 3 clusters Score -475528.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -475537.843750 Penalty: 4098.485352
	Iteration 12Q: 3 clusters Score -475537.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -475548.406250 Penalty: 4098.485352
	Iteration 13Q: 3 clusters Score -475548.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -475559.531250 Penalty: 4098.485352
	Iteration 14Q: 3 clusters Score -475559.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -475569.687500 Penalty: 4098.485352
	Iteration 15Q: 3 clusters Score -475569.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -475579.906250 Penalty: 4098.485352
	Iteration 16Q: 3 clusters Score -475579.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -475590.500000 Penalty: 4098.485352
	Iteration 17Q: 3 clusters Score -475590.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -475599.937500 Penalty: 4098.485352
	Iteration 18Q: 3 clusters Score -475599.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -475606.968750 Penalty: 4098.485352
	Iteration 19Q: 3 clusters Score -475607 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -475613.437500 Penalty: 4098.485352
	Iteration 20F: 3 clusters Score -475613.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -475618.781250 Penalty: 4098.485352
	Iteration 21Q: 3 clusters Score -475618.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -475629.406250 Penalty: 4098.485352
	Iteration 22Q: 3 clusters Score -475629.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -475636.750000 Penalty: 4098.485352
	Iteration 23Q: 3 clusters Score -475636.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -475642.156250 Penalty: 4098.485352
	Iteration 24Q: 3 clusters Score -475642.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -475650.281250 Penalty: 4098.485352
	Iteration 25Q: 3 clusters Score -475650.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -475656.625000 Penalty: 4098.485352
	Iteration 26Q: 3 clusters Score -475656.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -475662.312500 Penalty: 4098.485352
	Iteration 27Q: 3 clusters Score -475662.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -475666.343750 Penalty: 4098.485352
	Iteration 28Q: 3 clusters Score -475666.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -475666.937500 Penalty: 4098.485352
	Iteration 29Q: 3 clusters Score -475666.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -475670.937500 Penalty: 4098.485352
	Iteration 30Q: 3 clusters Score -475670.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -475675.250000 Penalty: 4098.485352
	Iteration 31Q: 3 clusters Score -475675.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -475680.468750 Penalty: 4098.485352
	Iteration 32Q: 3 clusters Score -475680.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -475684.187500 Penalty: 4098.485352
	Iteration 33Q: 3 clusters Score -475684.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -475687.500000 Penalty: 4098.485352
	Iteration 34Q: 3 clusters Score -475687.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -475688.656250 Penalty: 4098.485352
	Iteration 35Q: 3 clusters Score -475688.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -475689.937500 Penalty: 4098.485352
	Iteration 36Q: 3 clusters Score -475689.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -475689.937500 Penalty: 4098.485352
	Iteration 37F: 3 clusters Score -475689.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50266 members 
Entering Unmasked Estep 
Score: -5887156.500000 Penalty: 2684.620850
	Iteration 0F: 2 clusters Score -5887156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 24948 members 
Entering Unmasked Estep 
Score: -5853370.000000 Penalty: 5369.241699
	Iteration 0F: 3 clusters Score -5853370 nChanged 23322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26318 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -5866066.000000 Penalty: 5369.241699
	Iteration 1F: 3 clusters Score -5866066 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -5866636.000000 Penalty: 5369.241699
	Iteration 2Q: 3 clusters Score -5866636 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -5867241.500000 Penalty: 5369.241699
	Iteration 3Q: 3 clusters Score -5867242 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -5868039.500000 Penalty: 5369.241699
	Iteration 4Q: 3 clusters Score -5868040 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -5869129.500000 Penalty: 5369.241699
	Iteration 5Q: 3 clusters Score -5869130 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34463 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5870885.500000 Penalty: 5369.241699
	Iteration 6F: 3 clusters Score -5870886 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38185 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -5873617.500000 Penalty: 5369.241699
	Iteration 7F: 3 clusters Score -5873618 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -5877237.500000 Penalty: 5369.241699
	Iteration 8F: 3 clusters Score -5877238 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -5880943.500000 Penalty: 5369.241699
	Iteration 9F: 3 clusters Score -5880944 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48599 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -5883260.000000 Penalty: 5369.241699
	Iteration 10Q: 3 clusters Score -5883260 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49559 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -5884190.500000 Penalty: 5369.241699
	Iteration 11Q: 3 clusters Score -5884190 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -5884565.000000 Penalty: 5369.241699
	Iteration 12Q: 3 clusters Score -5884565 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5884677.500000 Penalty: 5369.241699
	Iteration 13Q: 3 clusters Score -5884678 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49993 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -5884741.000000 Penalty: 5369.241699
	Iteration 14Q: 3 clusters Score -5884741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50009 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5884774.000000 Penalty: 5369.241699
	Iteration 15Q: 3 clusters Score -5884774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5884792.500000 Penalty: 5369.241699
	Iteration 16Q: 3 clusters Score -5884792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50020 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -5884798.500000 Penalty: 5369.241699
	Iteration 17Q: 3 clusters Score -5884798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5884810.000000 Penalty: 5369.241699
	Iteration 18Q: 3 clusters Score -5884810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50026 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -5884818.500000 Penalty: 5369.241699
	Iteration 19Q: 3 clusters Score -5884818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50027 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5884827.500000 Penalty: 5369.241699
	Iteration 20F: 3 clusters Score -5884828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50030 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5884828.000000 Penalty: 5369.241699
	Iteration 21Q: 3 clusters Score -5884828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50032 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -5884831.000000 Penalty: 5369.241699
	Iteration 22Q: 3 clusters Score -5884831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5884834.500000 Penalty: 5369.241699
	Iteration 23Q: 3 clusters Score -5884834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -5884836.000000 Penalty: 5369.241699
	Iteration 24Q: 3 clusters Score -5884836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5884840.500000 Penalty: 5369.241699
	Iteration 25Q: 3 clusters Score -5884840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50035 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -5884840.500000 Penalty: 5369.241699
	Iteration 26F: 3 clusters Score -5884840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Entering Unmasked Estep 
Score: -1942155.500000 Penalty: 2396.583496
	Iteration 0F: 2 clusters Score -1942156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1930744.750000 Penalty: 4793.166992
	Iteration 0F: 3 clusters Score -1930745 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1934358.750000 Penalty: 4793.166992
	Iteration 1F: 3 clusters Score -1934359 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -1934687.750000 Penalty: 4793.166992
	Iteration 2F: 3 clusters Score -1934688 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1934954.375000 Penalty: 4793.166992
	Iteration 3Q: 3 clusters Score -1934954 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1935199.000000 Penalty: 4793.166992
	Iteration 4Q: 3 clusters Score -1935199 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6471 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1935448.125000 Penalty: 4793.166992
	Iteration 5Q: 3 clusters Score -1935448 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 9610 members 
Entering Unmasked Estep 
Score: -1935678.250000 Penalty: 4793.166992
	Iteration 6Q: 3 clusters Score -1935678 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -1935976.375000 Penalty: 4793.166992
	Iteration 7Q: 3 clusters Score -1935976 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1936368.125000 Penalty: 4793.166992
	Iteration 8Q: 3 clusters Score -1936368 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1936841.125000 Penalty: 4793.166992
	Iteration 9Q: 3 clusters Score -1936841 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -1937410.500000 Penalty: 4793.166992
	Iteration 10Q: 3 clusters Score -1937410 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1937993.000000 Penalty: 4793.166992
	Iteration 11Q: 3 clusters Score -1937993 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1938470.375000 Penalty: 4793.166992
	Iteration 12Q: 3 clusters Score -1938470 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1938876.000000 Penalty: 4793.166992
	Iteration 13Q: 3 clusters Score -1938876 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -1939204.375000 Penalty: 4793.166992
	Iteration 14Q: 3 clusters Score -1939204 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -1939437.250000 Penalty: 4793.166992
	Iteration 15Q: 3 clusters Score -1939437 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -1939606.000000 Penalty: 4793.166992
	Iteration 16Q: 3 clusters Score -1939606 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1939745.250000 Penalty: 4793.166992
	Iteration 17Q: 3 clusters Score -1939745 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14792 members 
Entering Unmasked Estep 
Score: -1939832.500000 Penalty: 4793.166992
	Iteration 18Q: 3 clusters Score -1939832 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -1939887.000000 Penalty: 4793.166992
	Iteration 19Q: 3 clusters Score -1939887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1939933.250000 Penalty: 4793.166992
	Iteration 20F: 3 clusters Score -1939933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -1939976.125000 Penalty: 4793.166992
	Iteration 21Q: 3 clusters Score -1939976 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1940010.625000 Penalty: 4793.166992
	Iteration 22Q: 3 clusters Score -1940011 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1940024.125000 Penalty: 4793.166992
	Iteration 23Q: 3 clusters Score -1940024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -1940045.125000 Penalty: 4793.166992
	Iteration 24Q: 3 clusters Score -1940045 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 15064 members 
Entering Unmasked Estep 
Score: -1940056.875000 Penalty: 4793.166992
	Iteration 25Q: 3 clusters Score -1940057 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 15077 members 
Entering Unmasked Estep 
Score: -1940068.000000 Penalty: 4793.166992
	Iteration 26Q: 3 clusters Score -1940068 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1940086.625000 Penalty: 4793.166992
	Iteration 27Q: 3 clusters Score -1940087 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1940101.500000 Penalty: 4793.166992
	Iteration 28Q: 3 clusters Score -1940102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -1940113.625000 Penalty: 4793.166992
	Iteration 29Q: 3 clusters Score -1940114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1940118.375000 Penalty: 4793.166992
	Iteration 30Q: 3 clusters Score -1940118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1940126.125000 Penalty: 4793.166992
	Iteration 31Q: 3 clusters Score -1940126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1940133.000000 Penalty: 4793.166992
	Iteration 32Q: 3 clusters Score -1940133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1940140.000000 Penalty: 4793.166992
	Iteration 33Q: 3 clusters Score -1940140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 15161 members 
Entering Unmasked Estep 
Score: -1940142.250000 Penalty: 4793.166992
	Iteration 34Q: 3 clusters Score -1940142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1940140.875000 Penalty: 4793.166992
	Iteration 35Q: 3 clusters Score -1940141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -1940140.875000 Penalty: 4793.166992
	Iteration 36F: 3 clusters Score -1940141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -269333.187500 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -269333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -266517.281250 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -266517.3 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -267020.406250 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -267020.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -267153.781250 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -267153.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -267213.500000 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -267213.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267240.906250 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -267240.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -267261.093750 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -267261.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267275.562500 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -267275.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -267287.593750 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -267287.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267297.906250 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -267297.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -267309.375000 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -267309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267315.531250 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -267315.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -267319.156250 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -267319.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -267326.156250 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -267326.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -267331.312500 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -267331.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -267337.656250 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -267337.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -267344.843750 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -267344.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -267351.437500 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -267351.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -267360.906250 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -267360.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -267368.937500 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -267368.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -267370.437500 Penalty: 3837.208252
	Iteration 19Q: 3 clusters Score -267370.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -267372.468750 Penalty: 3837.208252
	Iteration 20F: 3 clusters Score -267372.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -267373.593750 Penalty: 3837.208252
	Iteration 21Q: 3 clusters Score -267373.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -267374.468750 Penalty: 3837.208252
	Iteration 22Q: 3 clusters Score -267374.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -267378.718750 Penalty: 3837.208252
	Iteration 23Q: 3 clusters Score -267378.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -267382.625000 Penalty: 3837.208252
	Iteration 24Q: 3 clusters Score -267382.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -267385.531250 Penalty: 3837.208252
	Iteration 25Q: 3 clusters Score -267385.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -267390.562500 Penalty: 3837.208252
	Iteration 26Q: 3 clusters Score -267390.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267392.406250 Penalty: 3837.208252
	Iteration 27Q: 3 clusters Score -267392.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -267394.281250 Penalty: 3837.208252
	Iteration 28Q: 3 clusters Score -267394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267395.062500 Penalty: 3837.208252
	Iteration 29Q: 3 clusters Score -267395.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -267395.062500 Penalty: 3837.208252
	Iteration 30F: 3 clusters Score -267395.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172196 members 
Entering Unmasked Estep 
Score: -20692800.000000 Penalty: 2989.984375
	Iteration 0F: 2 clusters Score -2.06928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 86057 members 
Entering Unmasked Estep 
Score: -20580140.000000 Penalty: 5979.968750
	Iteration 0F: 3 clusters Score -2.058014e+07 nChanged 82740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86311 members 
Mstep: Class 2 contains 85885 members 
Entering Unmasked Estep 
Score: -20628466.000000 Penalty: 5979.968750
	Iteration 1F: 3 clusters Score -2.062847e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86888 members 
Mstep: Class 2 contains 85308 members 
Entering Unmasked Estep 
Score: -20629932.000000 Penalty: 5979.968750
	Iteration 2Q: 3 clusters Score -2.062993e+07 nChanged 6040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87830 members 
Mstep: Class 2 contains 84366 members 
Entering Unmasked Estep 
Score: -20631714.000000 Penalty: 5979.968750
	Iteration 3Q: 3 clusters Score -2.063171e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89516 members 
Mstep: Class 2 contains 82680 members 
Entering Unmasked Estep 
Score: -20634518.000000 Penalty: 5979.968750
	Iteration 4Q: 3 clusters Score -2.063452e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91932 members 
Mstep: Class 2 contains 80264 members 
Entering Unmasked Estep 
Score: -20638918.000000 Penalty: 5979.968750
	Iteration 5Q: 3 clusters Score -2.063892e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95315 members 
Mstep: Class 2 contains 76881 members 
Entering Unmasked Estep 
Score: -20644912.000000 Penalty: 5979.968750
	Iteration 6F: 3 clusters Score -2.064491e+07 nChanged 10944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99337 members 
Mstep: Class 2 contains 72859 members 
Entering Unmasked Estep 
Score: -20652512.000000 Penalty: 5979.968750
	Iteration 7F: 3 clusters Score -2.065251e+07 nChanged 11051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103306 members 
Mstep: Class 2 contains 68890 members 
Entering Unmasked Estep 
Score: -20660244.000000 Penalty: 5979.968750
	Iteration 8F: 3 clusters Score -2.066024e+07 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106589 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -20666160.000000 Penalty: 5979.968750
	Iteration 9F: 3 clusters Score -2.066616e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109232 members 
Mstep: Class 2 contains 62964 members 
Entering Unmasked Estep 
Score: -20669182.000000 Penalty: 5979.968750
	Iteration 10Q: 3 clusters Score -2.066918e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111727 members 
Mstep: Class 2 contains 60469 members 
Entering Unmasked Estep 
Score: -20670640.000000 Penalty: 5979.968750
	Iteration 11Q: 3 clusters Score -2.067064e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114238 members 
Mstep: Class 2 contains 57958 members 
Entering Unmasked Estep 
Score: -20671634.000000 Penalty: 5979.968750
	Iteration 12Q: 3 clusters Score -2.067163e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 55387 members 
Entering Unmasked Estep 
Score: -20672480.000000 Penalty: 5979.968750
	Iteration 13Q: 3 clusters Score -2.067248e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119484 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -20673100.000000 Penalty: 5979.968750
	Iteration 14Q: 3 clusters Score -2.06731e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122295 members 
Mstep: Class 2 contains 49901 members 
Entering Unmasked Estep 
Score: -20673978.000000 Penalty: 5979.968750
	Iteration 15Q: 3 clusters Score -2.067398e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125212 members 
Mstep: Class 2 contains 46984 members 
Entering Unmasked Estep 
Score: -20674870.000000 Penalty: 5979.968750
	Iteration 16Q: 3 clusters Score -2.067487e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128260 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -20676028.000000 Penalty: 5979.968750
	Iteration 17Q: 3 clusters Score -2.067603e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131320 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -20677062.000000 Penalty: 5979.968750
	Iteration 18Q: 3 clusters Score -2.067706e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134445 members 
Mstep: Class 2 contains 37751 members 
Entering Unmasked Estep 
Score: -20678246.000000 Penalty: 5979.968750
	Iteration 19Q: 3 clusters Score -2.067825e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137553 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -20679494.000000 Penalty: 5979.968750
	Iteration 20F: 3 clusters Score -2.067949e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140640 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -20680596.000000 Penalty: 5979.968750
	Iteration 21Q: 3 clusters Score -2.06806e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143655 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -20681720.000000 Penalty: 5979.968750
	Iteration 22Q: 3 clusters Score -2.068172e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146511 members 
Mstep: Class 2 contains 25685 members 
Entering Unmasked Estep 
Score: -20682882.000000 Penalty: 5979.968750
	Iteration 23Q: 3 clusters Score -2.068288e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149259 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -20683794.000000 Penalty: 5979.968750
	Iteration 24Q: 3 clusters Score -2.068379e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151911 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -20684788.000000 Penalty: 5979.968750
	Iteration 25Q: 3 clusters Score -2.068479e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154299 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -20685464.000000 Penalty: 5979.968750
	Iteration 26Q: 3 clusters Score -2.068546e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156492 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -20686254.000000 Penalty: 5979.968750
	Iteration 27Q: 3 clusters Score -2.068625e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158360 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -20686818.000000 Penalty: 5979.968750
	Iteration 28Q: 3 clusters Score -2.068682e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160002 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -20687224.000000 Penalty: 5979.968750
	Iteration 29Q: 3 clusters Score -2.068722e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161435 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -20687640.000000 Penalty: 5979.968750
	Iteration 30Q: 3 clusters Score -2.068764e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162683 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -20687908.000000 Penalty: 5979.968750
	Iteration 31Q: 3 clusters Score -2.068791e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163706 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -20688240.000000 Penalty: 5979.968750
	Iteration 32Q: 3 clusters Score -2.068824e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164654 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -20688468.000000 Penalty: 5979.968750
	Iteration 33Q: 3 clusters Score -2.068847e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165482 members 
Mstep: Class 2 contains 6714 members 
Entering Unmasked Estep 
Score: -20688714.000000 Penalty: 5979.968750
	Iteration 34Q: 3 clusters Score -2.068871e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166233 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -20688928.000000 Penalty: 5979.968750
	Iteration 35Q: 3 clusters Score -2.068893e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166863 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -20689086.000000 Penalty: 5979.968750
	Iteration 36Q: 3 clusters Score -2.068909e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167417 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -20689260.000000 Penalty: 5979.968750
	Iteration 37Q: 3 clusters Score -2.068926e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167915 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -20689394.000000 Penalty: 5979.968750
	Iteration 38Q: 3 clusters Score -2.068939e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168328 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -20689532.000000 Penalty: 5979.968750
	Iteration 39Q: 3 clusters Score -2.068953e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168681 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -20689574.000000 Penalty: 5979.968750
	Iteration 40F: 3 clusters Score -2.068957e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168971 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -20689684.000000 Penalty: 5979.968750
	Iteration 41Q: 3 clusters Score -2.068968e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169250 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -20689666.000000 Penalty: 5979.968750
	Iteration 42Q: 3 clusters Score -2.068967e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169462 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -20689760.000000 Penalty: 5979.968750
	Iteration 43Q: 3 clusters Score -2.068976e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169650 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -20689868.000000 Penalty: 5979.968750
	Iteration 44Q: 3 clusters Score -2.068987e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169831 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -20689924.000000 Penalty: 5979.968750
	Iteration 45Q: 3 clusters Score -2.068992e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169969 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -20689974.000000 Penalty: 5979.968750
	Iteration 46Q: 3 clusters Score -2.068997e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170094 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20690044.000000 Penalty: 5979.968750
	Iteration 47Q: 3 clusters Score -2.069004e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -20690090.000000 Penalty: 5979.968750
	Iteration 48Q: 3 clusters Score -2.069009e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170283 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -20690114.000000 Penalty: 5979.968750
	Iteration 49Q: 3 clusters Score -2.069011e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170362 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -20690108.000000 Penalty: 5979.968750
	Iteration 50Q: 3 clusters Score -2.069011e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170426 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -20690174.000000 Penalty: 5979.968750
	Iteration 51Q: 3 clusters Score -2.069017e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170475 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -20690176.000000 Penalty: 5979.968750
	Iteration 52Q: 3 clusters Score -2.069018e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170514 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -20690218.000000 Penalty: 5979.968750
	Iteration 53Q: 3 clusters Score -2.069022e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170549 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -20690198.000000 Penalty: 5979.968750
	Iteration 54Q: 3 clusters Score -2.06902e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170578 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -20690208.000000 Penalty: 5979.968750
	Iteration 55Q: 3 clusters Score -2.069021e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170605 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -20690228.000000 Penalty: 5979.968750
	Iteration 56Q: 3 clusters Score -2.069023e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170631 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -20690214.000000 Penalty: 5979.968750
	Iteration 57Q: 3 clusters Score -2.069021e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170663 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -20690232.000000 Penalty: 5979.968750
	Iteration 58Q: 3 clusters Score -2.069023e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170685 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -20690222.000000 Penalty: 5979.968750
	Iteration 59Q: 3 clusters Score -2.069022e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170704 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20690222.000000 Penalty: 5979.968750
	Iteration 60F: 3 clusters Score -2.069022e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170727 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -20690234.000000 Penalty: 5979.968750
	Iteration 61Q: 3 clusters Score -2.069023e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170743 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -20690246.000000 Penalty: 5979.968750
	Iteration 62Q: 3 clusters Score -2.069025e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170761 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -20690258.000000 Penalty: 5979.968750
	Iteration 63Q: 3 clusters Score -2.069026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170777 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -20690272.000000 Penalty: 5979.968750
	Iteration 64Q: 3 clusters Score -2.069027e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170789 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -20690286.000000 Penalty: 5979.968750
	Iteration 65Q: 3 clusters Score -2.069029e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170800 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -20690302.000000 Penalty: 5979.968750
	Iteration 66Q: 3 clusters Score -2.06903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170811 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -20690298.000000 Penalty: 5979.968750
	Iteration 67Q: 3 clusters Score -2.06903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170818 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -20690286.000000 Penalty: 5979.968750
	Iteration 68Q: 3 clusters Score -2.069029e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170828 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -20690286.000000 Penalty: 5979.968750
	Iteration 69Q: 3 clusters Score -2.069029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170836 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20690274.000000 Penalty: 5979.968750
	Iteration 70Q: 3 clusters Score -2.069027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170844 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -20690268.000000 Penalty: 5979.968750
	Iteration 71Q: 3 clusters Score -2.069027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170851 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -20690274.000000 Penalty: 5979.968750
	Iteration 72Q: 3 clusters Score -2.069027e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170857 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -20690264.000000 Penalty: 5979.968750
	Iteration 73Q: 3 clusters Score -2.069026e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170863 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -20690282.000000 Penalty: 5979.968750
	Iteration 74Q: 3 clusters Score -2.069028e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170873 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -20690266.000000 Penalty: 5979.968750
	Iteration 75Q: 3 clusters Score -2.069027e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170881 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -20690270.000000 Penalty: 5979.968750
	Iteration 76Q: 3 clusters Score -2.069027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170888 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20690260.000000 Penalty: 5979.968750
	Iteration 77Q: 3 clusters Score -2.069026e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170904 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -20690286.000000 Penalty: 5979.968750
	Iteration 78Q: 3 clusters Score -2.069029e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -20690280.000000 Penalty: 5979.968750
	Iteration 79Q: 3 clusters Score -2.069028e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170929 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -20690298.000000 Penalty: 5979.968750
	Iteration 80F: 3 clusters Score -2.06903e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170937 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -20690286.000000 Penalty: 5979.968750
	Iteration 81Q: 3 clusters Score -2.069029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170940 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -20690284.000000 Penalty: 5979.968750
	Iteration 82Q: 3 clusters Score -2.069028e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170945 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -20690292.000000 Penalty: 5979.968750
	Iteration 83Q: 3 clusters Score -2.069029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170950 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -20690286.000000 Penalty: 5979.968750
	Iteration 84Q: 3 clusters Score -2.069029e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170953 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -20690274.000000 Penalty: 5979.968750
	Iteration 85Q: 3 clusters Score -2.069027e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170960 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -20690292.000000 Penalty: 5979.968750
	Iteration 86Q: 3 clusters Score -2.069029e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170971 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -20690304.000000 Penalty: 5979.968750
	Iteration 87Q: 3 clusters Score -2.06903e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170976 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -20690312.000000 Penalty: 5979.968750
	Iteration 88Q: 3 clusters Score -2.069031e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170979 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -20690320.000000 Penalty: 5979.968750
	Iteration 89Q: 3 clusters Score -2.069032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170989 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -20690338.000000 Penalty: 5979.968750
	Iteration 90Q: 3 clusters Score -2.069034e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170996 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -20690318.000000 Penalty: 5979.968750
	Iteration 91Q: 3 clusters Score -2.069032e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171006 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -20690330.000000 Penalty: 5979.968750
	Iteration 92Q: 3 clusters Score -2.069033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171013 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -20690342.000000 Penalty: 5979.968750
	Iteration 93Q: 3 clusters Score -2.069034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171016 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -20690332.000000 Penalty: 5979.968750
	Iteration 94Q: 3 clusters Score -2.069033e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171021 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -20690328.000000 Penalty: 5979.968750
	Iteration 95Q: 3 clusters Score -2.069033e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20690350.000000 Penalty: 5979.968750
	Iteration 96Q: 3 clusters Score -2.069035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171022 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -20690342.000000 Penalty: 5979.968750
	Iteration 97Q: 3 clusters Score -2.069034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171024 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -20690332.000000 Penalty: 5979.968750
	Iteration 98Q: 3 clusters Score -2.069033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171027 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -20690334.000000 Penalty: 5979.968750
	Iteration 99Q: 3 clusters Score -2.069033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171029 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -20690348.000000 Penalty: 5979.968750
	Iteration 100F: 3 clusters Score -2.069035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171033 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -20690360.000000 Penalty: 5979.968750
	Iteration 101Q: 3 clusters Score -2.069036e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20690364.000000 Penalty: 5979.968750
	Iteration 102Q: 3 clusters Score -2.069036e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171034 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -20690364.000000 Penalty: 5979.968750
	Iteration 103F: 3 clusters Score -2.069036e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Entering Unmasked Estep 
Score: -273100.187500 Penalty: 1934.744995
	Iteration 0F: 2 clusters Score -273100.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -270180.750000 Penalty: 3869.489990
	Iteration 0F: 3 clusters Score -270180.8 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -270729.875000 Penalty: 3869.489990
	Iteration 1F: 3 clusters Score -270729.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -270862.593750 Penalty: 3869.489990
	Iteration 2F: 3 clusters Score -270862.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -270936.812500 Penalty: 3869.489990
	Iteration 3Q: 3 clusters Score -270936.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -270990.531250 Penalty: 3869.489990
	Iteration 4Q: 3 clusters Score -270990.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -271035.625000 Penalty: 3869.489990
	Iteration 5Q: 3 clusters Score -271035.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -271072.750000 Penalty: 3869.489990
	Iteration 6Q: 3 clusters Score -271072.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -271095.906250 Penalty: 3869.489990
	Iteration 7Q: 3 clusters Score -271095.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -271113.125000 Penalty: 3869.489990
	Iteration 8Q: 3 clusters Score -271113.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -271125.750000 Penalty: 3869.489990
	Iteration 9Q: 3 clusters Score -271125.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -271135.375000 Penalty: 3869.489990
	Iteration 10Q: 3 clusters Score -271135.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -271142.937500 Penalty: 3869.489990
	Iteration 11Q: 3 clusters Score -271142.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -271149.781250 Penalty: 3869.489990
	Iteration 12Q: 3 clusters Score -271149.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -271152.093750 Penalty: 3869.489990
	Iteration 13Q: 3 clusters Score -271152.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -271152.593750 Penalty: 3869.489990
	Iteration 14Q: 3 clusters Score -271152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -271152.593750 Penalty: 3869.489990
	Iteration 15F: 3 clusters Score -271152.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152115 members 
Mstep: Class 4 contains 253871 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 12 contains 50266 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172196 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093384.000000 Penalty: 39986.421875
Iteration 399Q: 13 clusters Score -8.109338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152118 members 
Mstep: Class 4 contains 253862 members 
Mstep: Class 5 contains 8340 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 12 contains 50268 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172201 members 
Mstep: Class 22 contains 2444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 400F: 13 clusters Score -8.109337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152123 members 
Mstep: Class 4 contains 253857 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 10 contains 3878 members 
Mstep: Class 12 contains 50269 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172201 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 401Q: 13 clusters Score -8.109335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152126 members 
Mstep: Class 4 contains 253854 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 10 contains 3877 members 
Mstep: Class 12 contains 50269 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172202 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093336.000000 Penalty: 39986.421875
Iteration 402Q: 13 clusters Score -8.109334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152127 members 
Mstep: Class 4 contains 253854 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19606 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50269 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172202 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 403Q: 13 clusters Score -8.109335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152127 members 
Mstep: Class 4 contains 253854 members 
Mstep: Class 5 contains 8341 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50269 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172201 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 404Q: 13 clusters Score -8.109337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152126 members 
Mstep: Class 4 contains 253854 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3876 members 
Mstep: Class 12 contains 50268 members 
Mstep: Class 14 contains 15735 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172201 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 405Q: 13 clusters Score -8.109331e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152125 members 
Mstep: Class 4 contains 253856 members 
Mstep: Class 5 contains 8342 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3874 members 
Mstep: Class 12 contains 50268 members 
Mstep: Class 14 contains 15736 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172201 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 406Q: 13 clusters Score -8.109337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152126 members 
Mstep: Class 4 contains 253858 members 
Mstep: Class 5 contains 8343 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50268 members 
Mstep: Class 14 contains 15738 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172198 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 407Q: 13 clusters Score -8.109335e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152127 members 
Mstep: Class 4 contains 253857 members 
Mstep: Class 5 contains 8345 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50268 members 
Mstep: Class 14 contains 15740 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172194 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 408Q: 13 clusters Score -8.109335e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152131 members 
Mstep: Class 4 contains 253852 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50269 members 
Mstep: Class 14 contains 15741 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172191 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093376.000000 Penalty: 39986.421875
Iteration 409Q: 13 clusters Score -8.109338e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152136 members 
Mstep: Class 4 contains 253848 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50268 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172188 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093328.000000 Penalty: 39986.421875
Iteration 410Q: 13 clusters Score -8.109333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152139 members 
Mstep: Class 4 contains 253844 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50267 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172188 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093288.000000 Penalty: 39986.421875
Iteration 411Q: 13 clusters Score -8.109329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152141 members 
Mstep: Class 4 contains 253838 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50264 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172192 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093304.000000 Penalty: 39986.421875
Iteration 412Q: 13 clusters Score -8.10933e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152142 members 
Mstep: Class 4 contains 253833 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50259 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172194 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093328.000000 Penalty: 39986.421875
Iteration 413Q: 13 clusters Score -8.109333e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152140 members 
Mstep: Class 4 contains 253831 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172198 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 414Q: 13 clusters Score -8.109331e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152138 members 
Mstep: Class 4 contains 253829 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50254 members 
Mstep: Class 14 contains 15742 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172203 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093320.000000 Penalty: 39986.421875
Iteration 415Q: 13 clusters Score -8.109332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152136 members 
Mstep: Class 4 contains 253827 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50254 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172206 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 416Q: 13 clusters Score -8.109335e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152136 members 
Mstep: Class 4 contains 253826 members 
Mstep: Class 5 contains 8347 members 
Mstep: Class 7 contains 19608 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172206 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093368.000000 Penalty: 39986.421875
Iteration 417Q: 13 clusters Score -8.109337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152136 members 
Mstep: Class 4 contains 253825 members 
Mstep: Class 5 contains 8348 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172207 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093344.000000 Penalty: 39986.421875
Iteration 418Q: 13 clusters Score -8.109334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152137 members 
Mstep: Class 4 contains 253821 members 
Mstep: Class 5 contains 8349 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172209 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093344.000000 Penalty: 39986.421875
Iteration 419Q: 13 clusters Score -8.109334e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152137 members 
Mstep: Class 4 contains 253816 members 
Mstep: Class 5 contains 8350 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172213 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 420F: 13 clusters Score -8.109331e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152137 members 
Mstep: Class 4 contains 253812 members 
Mstep: Class 5 contains 8350 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172217 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093336.000000 Penalty: 39986.421875
Iteration 421Q: 13 clusters Score -8.109334e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152138 members 
Mstep: Class 4 contains 253805 members 
Mstep: Class 5 contains 8350 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50255 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172223 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093360.000000 Penalty: 39986.421875
Iteration 422Q: 13 clusters Score -8.109336e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152138 members 
Mstep: Class 4 contains 253796 members 
Mstep: Class 5 contains 8351 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50257 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172229 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093328.000000 Penalty: 39986.421875
Iteration 423Q: 13 clusters Score -8.109333e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152137 members 
Mstep: Class 4 contains 253786 members 
Mstep: Class 5 contains 8353 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50259 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172236 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093328.000000 Penalty: 39986.421875
Iteration 424Q: 13 clusters Score -8.109333e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152137 members 
Mstep: Class 4 contains 253779 members 
Mstep: Class 5 contains 8355 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50260 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172240 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093344.000000 Penalty: 39986.421875
Iteration 425Q: 13 clusters Score -8.109334e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152136 members 
Mstep: Class 4 contains 253773 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50259 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172247 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093296.000000 Penalty: 39986.421875
Iteration 426Q: 13 clusters Score -8.10933e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152136 members 
Mstep: Class 4 contains 253768 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50258 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172253 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093344.000000 Penalty: 39986.421875
Iteration 427Q: 13 clusters Score -8.109334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152135 members 
Mstep: Class 4 contains 253764 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50259 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172257 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093336.000000 Penalty: 39986.421875
Iteration 428Q: 13 clusters Score -8.109334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152135 members 
Mstep: Class 4 contains 253760 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50260 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172260 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093360.000000 Penalty: 39986.421875
Iteration 429Q: 13 clusters Score -8.109336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152139 members 
Mstep: Class 4 contains 253758 members 
Mstep: Class 5 contains 8356 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50260 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172258 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093320.000000 Penalty: 39986.421875
Iteration 430Q: 13 clusters Score -8.109332e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152140 members 
Mstep: Class 4 contains 253756 members 
Mstep: Class 5 contains 8357 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50260 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172258 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 431Q: 13 clusters Score -8.109331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152141 members 
Mstep: Class 4 contains 253754 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50260 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172258 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 432Q: 13 clusters Score -8.109335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152142 members 
Mstep: Class 4 contains 253754 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50259 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172258 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093352.000000 Penalty: 39986.421875
Iteration 433Q: 13 clusters Score -8.109335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152142 members 
Mstep: Class 4 contains 253756 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50258 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 434Q: 13 clusters Score -8.109331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152142 members 
Mstep: Class 4 contains 253756 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50257 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093304.000000 Penalty: 39986.421875
Iteration 435Q: 13 clusters Score -8.10933e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152142 members 
Mstep: Class 4 contains 253755 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50258 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 436Q: 13 clusters Score -8.109331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 3 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 359 members 
Mstep: Class 3 contains 152142 members 
Mstep: Class 4 contains 253755 members 
Mstep: Class 5 contains 8358 members 
Mstep: Class 7 contains 19607 members 
Mstep: Class 10 contains 3871 members 
Mstep: Class 12 contains 50258 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 16 contains 2290 members 
Mstep: Class 21 contains 172256 members 
Mstep: Class 22 contains 2443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093312.000000 Penalty: 39986.421875
Iteration 437F: 13 clusters Score -8.109331e+07 nChanged 0
Entering ConstructFrom: 
Score: -81093312.000000 Penalty: 39986.421875
Entering ConstructFrom: 
Trying to split cluster 1 (3315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Entering Unmasked Estep 
Score: -380761.968750 Penalty: 2010.340698
	Iteration 0F: 2 clusters Score -380762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -377338.656250 Penalty: 4020.681396
	Iteration 0F: 3 clusters Score -377338.7 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -378129.375000 Penalty: 4020.681396
	Iteration 1F: 3 clusters Score -378129.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -378363.125000 Penalty: 4020.681396
	Iteration 2F: 3 clusters Score -378363.1 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -378515.406250 Penalty: 4020.681396
	Iteration 3F: 3 clusters Score -378515.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -378618.156250 Penalty: 4020.681396
	Iteration 4Q: 3 clusters Score -378618.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -378701.531250 Penalty: 4020.681396
	Iteration 5Q: 3 clusters Score -378701.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -378760.875000 Penalty: 4020.681396
	Iteration 6Q: 3 clusters Score -378760.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -378819.093750 Penalty: 4020.681396
	Iteration 7Q: 3 clusters Score -378819.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -378874.906250 Penalty: 4020.681396
	Iteration 8Q: 3 clusters Score -378874.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -378926.093750 Penalty: 4020.681396
	Iteration 9Q: 3 clusters Score -378926.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -378971.062500 Penalty: 4020.681396
	Iteration 10Q: 3 clusters Score -378971.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -379006.843750 Penalty: 4020.681396
	Iteration 11Q: 3 clusters Score -379006.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -379036.281250 Penalty: 4020.681396
	Iteration 12Q: 3 clusters Score -379036.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -379062.343750 Penalty: 4020.681396
	Iteration 13Q: 3 clusters Score -379062.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -379088.750000 Penalty: 4020.681396
	Iteration 14Q: 3 clusters Score -379088.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -379110.375000 Penalty: 4020.681396
	Iteration 15Q: 3 clusters Score -379110.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -379132.125000 Penalty: 4020.681396
	Iteration 16Q: 3 clusters Score -379132.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -379151.000000 Penalty: 4020.681396
	Iteration 17Q: 3 clusters Score -379151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -379169.187500 Penalty: 4020.681396
	Iteration 18Q: 3 clusters Score -379169.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -379188.781250 Penalty: 4020.681396
	Iteration 19Q: 3 clusters Score -379188.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -379202.968750 Penalty: 4020.681396
	Iteration 20F: 3 clusters Score -379203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -379213.437500 Penalty: 4020.681396
	Iteration 21Q: 3 clusters Score -379213.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -379223.156250 Penalty: 4020.681396
	Iteration 22Q: 3 clusters Score -379223.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -379227.281250 Penalty: 4020.681396
	Iteration 23Q: 3 clusters Score -379227.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -379234.031250 Penalty: 4020.681396
	Iteration 24Q: 3 clusters Score -379234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -379239.375000 Penalty: 4020.681396
	Iteration 25Q: 3 clusters Score -379239.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -379241.937500 Penalty: 4020.681396
	Iteration 26Q: 3 clusters Score -379241.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -379245.468750 Penalty: 4020.681396
	Iteration 27Q: 3 clusters Score -379245.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -379251.031250 Penalty: 4020.681396
	Iteration 28Q: 3 clusters Score -379251 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -379256.781250 Penalty: 4020.681396
	Iteration 29Q: 3 clusters Score -379256.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -379262.843750 Penalty: 4020.681396
	Iteration 30Q: 3 clusters Score -379262.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -379266.000000 Penalty: 4020.681396
	Iteration 31Q: 3 clusters Score -379266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -379267.656250 Penalty: 4020.681396
	Iteration 32Q: 3 clusters Score -379267.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -379269.093750 Penalty: 4020.681396
	Iteration 33Q: 3 clusters Score -379269.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -379270.000000 Penalty: 4020.681396
	Iteration 34Q: 3 clusters Score -379270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -379271.062500 Penalty: 4020.681396
	Iteration 35Q: 3 clusters Score -379271.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -379271.062500 Penalty: 4020.681396
	Iteration 36F: 3 clusters Score -379271.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Entering Unmasked Estep 
Score: -35119.992188 Penalty: 1459.063965
	Iteration 0F: 2 clusters Score -35119.99 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -33839.023438 Penalty: 2918.127930
	Iteration 0F: 3 clusters Score -33839.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -33978.167969 Penalty: 2918.127930
	Iteration 1F: 3 clusters Score -33978.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -34012.179688 Penalty: 2918.127930
	Iteration 2Q: 3 clusters Score -34012.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -34024.550781 Penalty: 2918.127930
	Iteration 3Q: 3 clusters Score -34024.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34039.964844 Penalty: 2918.127930
	Iteration 4Q: 3 clusters Score -34039.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34046.925781 Penalty: 2918.127930
	Iteration 5Q: 3 clusters Score -34046.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -34053.750000 Penalty: 2918.127930
	Iteration 6Q: 3 clusters Score -34053.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34056.519531 Penalty: 2918.127930
	Iteration 7Q: 3 clusters Score -34056.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -34056.519531 Penalty: 2918.127930
	Iteration 8F: 3 clusters Score -34056.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (152142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152142 members 
Entering Unmasked Estep 
Score: -18452058.000000 Penalty: 2959.277344
	Iteration 0F: 2 clusters Score -1.845206e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76071 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -18350932.000000 Penalty: 5918.554688
	Iteration 0F: 3 clusters Score -1.835093e+07 nChanged 72650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76407 members 
Mstep: Class 2 contains 75735 members 
Entering Unmasked Estep 
Score: -18392236.000000 Penalty: 5918.554688
	Iteration 1F: 3 clusters Score -1.839224e+07 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76197 members 
Mstep: Class 2 contains 75945 members 
Entering Unmasked Estep 
Score: -18393124.000000 Penalty: 5918.554688
	Iteration 2Q: 3 clusters Score -1.839312e+07 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75808 members 
Mstep: Class 2 contains 76334 members 
Entering Unmasked Estep 
Score: -18393968.000000 Penalty: 5918.554688
	Iteration 3Q: 3 clusters Score -1.839397e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75226 members 
Mstep: Class 2 contains 76916 members 
Entering Unmasked Estep 
Score: -18394598.000000 Penalty: 5918.554688
	Iteration 4Q: 3 clusters Score -1.83946e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74439 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -18395494.000000 Penalty: 5918.554688
	Iteration 5Q: 3 clusters Score -1.839549e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73203 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -18396800.000000 Penalty: 5918.554688
	Iteration 6Q: 3 clusters Score -1.83968e+07 nChanged 5491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71260 members 
Mstep: Class 2 contains 80882 members 
Entering Unmasked Estep 
Score: -18398882.000000 Penalty: 5918.554688
	Iteration 7Q: 3 clusters Score -1.839888e+07 nChanged 6765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68531 members 
Mstep: Class 2 contains 83611 members 
Entering Unmasked Estep 
Score: -18402090.000000 Penalty: 5918.554688
	Iteration 8Q: 3 clusters Score -1.840209e+07 nChanged 8090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64977 members 
Mstep: Class 2 contains 87165 members 
Entering Unmasked Estep 
Score: -18407158.000000 Penalty: 5918.554688
	Iteration 9F: 3 clusters Score -1.840716e+07 nChanged 9626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 91567 members 
Entering Unmasked Estep 
Score: -18414598.000000 Penalty: 5918.554688
	Iteration 10F: 3 clusters Score -1.84146e+07 nChanged 10029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56238 members 
Mstep: Class 2 contains 95904 members 
Entering Unmasked Estep 
Score: -18422450.000000 Penalty: 5918.554688
	Iteration 11F: 3 clusters Score -1.842245e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52717 members 
Mstep: Class 2 contains 99425 members 
Entering Unmasked Estep 
Score: -18427722.000000 Penalty: 5918.554688
	Iteration 12F: 3 clusters Score -1.842772e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 102367 members 
Entering Unmasked Estep 
Score: -18430288.000000 Penalty: 5918.554688
	Iteration 13Q: 3 clusters Score -1.843029e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 105232 members 
Entering Unmasked Estep 
Score: -18431748.000000 Penalty: 5918.554688
	Iteration 14Q: 3 clusters Score -1.843175e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43905 members 
Mstep: Class 2 contains 108237 members 
Entering Unmasked Estep 
Score: -18433252.000000 Penalty: 5918.554688
	Iteration 15Q: 3 clusters Score -1.843325e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 111230 members 
Entering Unmasked Estep 
Score: -18434812.000000 Penalty: 5918.554688
	Iteration 16Q: 3 clusters Score -1.843481e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37937 members 
Mstep: Class 2 contains 114205 members 
Entering Unmasked Estep 
Score: -18436374.000000 Penalty: 5918.554688
	Iteration 17Q: 3 clusters Score -1.843637e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 117040 members 
Entering Unmasked Estep 
Score: -18437774.000000 Penalty: 5918.554688
	Iteration 18Q: 3 clusters Score -1.843777e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32429 members 
Mstep: Class 2 contains 119713 members 
Entering Unmasked Estep 
Score: -18439252.000000 Penalty: 5918.554688
	Iteration 19Q: 3 clusters Score -1.843925e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 122251 members 
Entering Unmasked Estep 
Score: -18440674.000000 Penalty: 5918.554688
	Iteration 20F: 3 clusters Score -1.844067e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27517 members 
Mstep: Class 2 contains 124625 members 
Entering Unmasked Estep 
Score: -18442008.000000 Penalty: 5918.554688
	Iteration 21Q: 3 clusters Score -1.844201e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25352 members 
Mstep: Class 2 contains 126790 members 
Entering Unmasked Estep 
Score: -18443228.000000 Penalty: 5918.554688
	Iteration 22Q: 3 clusters Score -1.844323e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 128744 members 
Entering Unmasked Estep 
Score: -18444176.000000 Penalty: 5918.554688
	Iteration 23Q: 3 clusters Score -1.844418e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 130456 members 
Entering Unmasked Estep 
Score: -18444974.000000 Penalty: 5918.554688
	Iteration 24Q: 3 clusters Score -1.844497e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 131988 members 
Entering Unmasked Estep 
Score: -18445570.000000 Penalty: 5918.554688
	Iteration 25Q: 3 clusters Score -1.844557e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18816 members 
Mstep: Class 2 contains 133326 members 
Entering Unmasked Estep 
Score: -18446144.000000 Penalty: 5918.554688
	Iteration 26Q: 3 clusters Score -1.844614e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 134625 members 
Entering Unmasked Estep 
Score: -18446614.000000 Penalty: 5918.554688
	Iteration 27Q: 3 clusters Score -1.844661e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 135783 members 
Entering Unmasked Estep 
Score: -18446930.000000 Penalty: 5918.554688
	Iteration 28Q: 3 clusters Score -1.844693e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 136817 members 
Entering Unmasked Estep 
Score: -18447332.000000 Penalty: 5918.554688
	Iteration 29Q: 3 clusters Score -1.844733e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14383 members 
Mstep: Class 2 contains 137759 members 
Entering Unmasked Estep 
Score: -18447674.000000 Penalty: 5918.554688
	Iteration 30Q: 3 clusters Score -1.844767e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13548 members 
Mstep: Class 2 contains 138594 members 
Entering Unmasked Estep 
Score: -18447862.000000 Penalty: 5918.554688
	Iteration 31Q: 3 clusters Score -1.844786e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 139383 members 
Entering Unmasked Estep 
Score: -18448110.000000 Penalty: 5918.554688
	Iteration 32Q: 3 clusters Score -1.844811e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 140068 members 
Entering Unmasked Estep 
Score: -18448320.000000 Penalty: 5918.554688
	Iteration 33Q: 3 clusters Score -1.844832e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 140672 members 
Entering Unmasked Estep 
Score: -18448464.000000 Penalty: 5918.554688
	Iteration 34Q: 3 clusters Score -1.844846e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 141250 members 
Entering Unmasked Estep 
Score: -18448508.000000 Penalty: 5918.554688
	Iteration 35Q: 3 clusters Score -1.844851e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 141801 members 
Entering Unmasked Estep 
Score: -18448658.000000 Penalty: 5918.554688
	Iteration 36Q: 3 clusters Score -1.844866e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 142339 members 
Entering Unmasked Estep 
Score: -18448854.000000 Penalty: 5918.554688
	Iteration 37Q: 3 clusters Score -1.844885e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 142861 members 
Entering Unmasked Estep 
Score: -18448926.000000 Penalty: 5918.554688
	Iteration 38Q: 3 clusters Score -1.844893e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 143348 members 
Entering Unmasked Estep 
Score: -18449032.000000 Penalty: 5918.554688
	Iteration 39Q: 3 clusters Score -1.844903e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 143794 members 
Entering Unmasked Estep 
Score: -18449152.000000 Penalty: 5918.554688
	Iteration 40F: 3 clusters Score -1.844915e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 144183 members 
Entering Unmasked Estep 
Score: -18449230.000000 Penalty: 5918.554688
	Iteration 41Q: 3 clusters Score -1.844923e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 144553 members 
Entering Unmasked Estep 
Score: -18449292.000000 Penalty: 5918.554688
	Iteration 42Q: 3 clusters Score -1.844929e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 144911 members 
Entering Unmasked Estep 
Score: -18449394.000000 Penalty: 5918.554688
	Iteration 43Q: 3 clusters Score -1.844939e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 145225 members 
Entering Unmasked Estep 
Score: -18449482.000000 Penalty: 5918.554688
	Iteration 44Q: 3 clusters Score -1.844948e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 145504 members 
Entering Unmasked Estep 
Score: -18449566.000000 Penalty: 5918.554688
	Iteration 45Q: 3 clusters Score -1.844957e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 145759 members 
Entering Unmasked Estep 
Score: -18449618.000000 Penalty: 5918.554688
	Iteration 46Q: 3 clusters Score -1.844962e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 145998 members 
Entering Unmasked Estep 
Score: -18449644.000000 Penalty: 5918.554688
	Iteration 47Q: 3 clusters Score -1.844964e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 146202 members 
Entering Unmasked Estep 
Score: -18449636.000000 Penalty: 5918.554688
	Iteration 48Q: 3 clusters Score -1.844964e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 146380 members 
Entering Unmasked Estep 
Score: -18449650.000000 Penalty: 5918.554688
	Iteration 49Q: 3 clusters Score -1.844965e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 146559 members 
Entering Unmasked Estep 
Score: -18449700.000000 Penalty: 5918.554688
	Iteration 50Q: 3 clusters Score -1.84497e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 146733 members 
Entering Unmasked Estep 
Score: -18449720.000000 Penalty: 5918.554688
	Iteration 51Q: 3 clusters Score -1.844972e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 146900 members 
Entering Unmasked Estep 
Score: -18449754.000000 Penalty: 5918.554688
	Iteration 52Q: 3 clusters Score -1.844975e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 147043 members 
Entering Unmasked Estep 
Score: -18449784.000000 Penalty: 5918.554688
	Iteration 53Q: 3 clusters Score -1.844978e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 147171 members 
Entering Unmasked Estep 
Score: -18449822.000000 Penalty: 5918.554688
	Iteration 54Q: 3 clusters Score -1.844982e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 147293 members 
Entering Unmasked Estep 
Score: -18449842.000000 Penalty: 5918.554688
	Iteration 55Q: 3 clusters Score -1.844984e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 147401 members 
Entering Unmasked Estep 
Score: -18449842.000000 Penalty: 5918.554688
	Iteration 56Q: 3 clusters Score -1.844984e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 147509 members 
Entering Unmasked Estep 
Score: -18449836.000000 Penalty: 5918.554688
	Iteration 57Q: 3 clusters Score -1.844984e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 147613 members 
Entering Unmasked Estep 
Score: -18449816.000000 Penalty: 5918.554688
	Iteration 58Q: 3 clusters Score -1.844982e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 147709 members 
Entering Unmasked Estep 
Score: -18449862.000000 Penalty: 5918.554688
	Iteration 59Q: 3 clusters Score -1.844986e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 147819 members 
Entering Unmasked Estep 
Score: -18449876.000000 Penalty: 5918.554688
	Iteration 60F: 3 clusters Score -1.844988e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 147922 members 
Entering Unmasked Estep 
Score: -18449866.000000 Penalty: 5918.554688
	Iteration 61Q: 3 clusters Score -1.844987e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 148014 members 
Entering Unmasked Estep 
Score: -18449850.000000 Penalty: 5918.554688
	Iteration 62Q: 3 clusters Score -1.844985e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 148109 members 
Entering Unmasked Estep 
Score: -18449868.000000 Penalty: 5918.554688
	Iteration 63Q: 3 clusters Score -1.844987e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 148179 members 
Entering Unmasked Estep 
Score: -18449852.000000 Penalty: 5918.554688
	Iteration 64Q: 3 clusters Score -1.844985e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 148255 members 
Entering Unmasked Estep 
Score: -18449846.000000 Penalty: 5918.554688
	Iteration 65Q: 3 clusters Score -1.844985e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 148324 members 
Entering Unmasked Estep 
Score: -18449856.000000 Penalty: 5918.554688
	Iteration 66Q: 3 clusters Score -1.844986e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 148380 members 
Entering Unmasked Estep 
Score: -18449850.000000 Penalty: 5918.554688
	Iteration 67Q: 3 clusters Score -1.844985e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 148425 members 
Entering Unmasked Estep 
Score: -18449846.000000 Penalty: 5918.554688
	Iteration 68Q: 3 clusters Score -1.844985e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 148481 members 
Entering Unmasked Estep 
Score: -18449842.000000 Penalty: 5918.554688
	Iteration 69Q: 3 clusters Score -1.844984e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 148519 members 
Entering Unmasked Estep 
Score: -18449834.000000 Penalty: 5918.554688
	Iteration 70Q: 3 clusters Score -1.844983e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 148559 members 
Entering Unmasked Estep 
Score: -18449850.000000 Penalty: 5918.554688
	Iteration 71Q: 3 clusters Score -1.844985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 148591 members 
Entering Unmasked Estep 
Score: -18449840.000000 Penalty: 5918.554688
	Iteration 72Q: 3 clusters Score -1.844984e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 148621 members 
Entering Unmasked Estep 
Score: -18449852.000000 Penalty: 5918.554688
	Iteration 73Q: 3 clusters Score -1.844985e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 148653 members 
Entering Unmasked Estep 
Score: -18449874.000000 Penalty: 5918.554688
	Iteration 74Q: 3 clusters Score -1.844987e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 148684 members 
Entering Unmasked Estep 
Score: -18449864.000000 Penalty: 5918.554688
	Iteration 75Q: 3 clusters Score -1.844986e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 148723 members 
Entering Unmasked Estep 
Score: -18449864.000000 Penalty: 5918.554688
	Iteration 76Q: 3 clusters Score -1.844986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 148755 members 
Entering Unmasked Estep 
Score: -18449888.000000 Penalty: 5918.554688
	Iteration 77Q: 3 clusters Score -1.844989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 148778 members 
Entering Unmasked Estep 
Score: -18449882.000000 Penalty: 5918.554688
	Iteration 78Q: 3 clusters Score -1.844988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 148795 members 
Entering Unmasked Estep 
Score: -18449884.000000 Penalty: 5918.554688
	Iteration 79Q: 3 clusters Score -1.844988e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -18449888.000000 Penalty: 5918.554688
	Iteration 80F: 3 clusters Score -1.844989e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 148829 members 
Entering Unmasked Estep 
Score: -18449888.000000 Penalty: 5918.554688
	Iteration 81Q: 3 clusters Score -1.844989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 148847 members 
Entering Unmasked Estep 
Score: -18449888.000000 Penalty: 5918.554688
	Iteration 82Q: 3 clusters Score -1.844989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 148864 members 
Entering Unmasked Estep 
Score: -18449898.000000 Penalty: 5918.554688
	Iteration 83Q: 3 clusters Score -1.84499e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 148881 members 
Entering Unmasked Estep 
Score: -18449892.000000 Penalty: 5918.554688
	Iteration 84Q: 3 clusters Score -1.844989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 148898 members 
Entering Unmasked Estep 
Score: -18449892.000000 Penalty: 5918.554688
	Iteration 85Q: 3 clusters Score -1.844989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 148913 members 
Entering Unmasked Estep 
Score: -18449870.000000 Penalty: 5918.554688
	Iteration 86Q: 3 clusters Score -1.844987e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 148930 members 
Entering Unmasked Estep 
Score: -18449866.000000 Penalty: 5918.554688
	Iteration 87Q: 3 clusters Score -1.844987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 148943 members 
Entering Unmasked Estep 
Score: -18449864.000000 Penalty: 5918.554688
	Iteration 88Q: 3 clusters Score -1.844986e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 148954 members 
Entering Unmasked Estep 
Score: -18449870.000000 Penalty: 5918.554688
	Iteration 89Q: 3 clusters Score -1.844987e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 148962 members 
Entering Unmasked Estep 
Score: -18449866.000000 Penalty: 5918.554688
	Iteration 90Q: 3 clusters Score -1.844987e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 148973 members 
Entering Unmasked Estep 
Score: -18449848.000000 Penalty: 5918.554688
	Iteration 91Q: 3 clusters Score -1.844985e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 148989 members 
Entering Unmasked Estep 
Score: -18449842.000000 Penalty: 5918.554688
	Iteration 92Q: 3 clusters Score -1.844984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -18449858.000000 Penalty: 5918.554688
	Iteration 93Q: 3 clusters Score -1.844986e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 149011 members 
Entering Unmasked Estep 
Score: -18449842.000000 Penalty: 5918.554688
	Iteration 94Q: 3 clusters Score -1.844984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 149018 members 
Entering Unmasked Estep 
Score: -18449848.000000 Penalty: 5918.554688
	Iteration 95Q: 3 clusters Score -1.844985e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 149023 members 
Entering Unmasked Estep 
Score: -18449856.000000 Penalty: 5918.554688
	Iteration 96Q: 3 clusters Score -1.844986e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 149027 members 
Entering Unmasked Estep 
Score: -18449842.000000 Penalty: 5918.554688
	Iteration 97Q: 3 clusters Score -1.844984e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 149035 members 
Entering Unmasked Estep 
Score: -18449862.000000 Penalty: 5918.554688
	Iteration 98Q: 3 clusters Score -1.844986e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 149042 members 
Entering Unmasked Estep 
Score: -18449842.000000 Penalty: 5918.554688
	Iteration 99Q: 3 clusters Score -1.844984e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 149045 members 
Entering Unmasked Estep 
Score: -18449838.000000 Penalty: 5918.554688
	Iteration 100F: 3 clusters Score -1.844984e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 149047 members 
Entering Unmasked Estep 
Score: -18449844.000000 Penalty: 5918.554688
	Iteration 101Q: 3 clusters Score -1.844984e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -18449850.000000 Penalty: 5918.554688
	Iteration 102Q: 3 clusters Score -1.844985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 149048 members 
Entering Unmasked Estep 
Score: -18449850.000000 Penalty: 5918.554688
	Iteration 103F: 3 clusters Score -1.844985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (253755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253755 members 
Entering Unmasked Estep 
Score: -30410654.000000 Penalty: 3086.142822
	Iteration 0F: 2 clusters Score -3.041065e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126916 members 
Mstep: Class 2 contains 126839 members 
Entering Unmasked Estep 
Score: -30247260.000000 Penalty: 6172.285645
	Iteration 0F: 3 clusters Score -3.024726e+07 nChanged 122309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129775 members 
Mstep: Class 2 contains 123980 members 
Entering Unmasked Estep 
Score: -30319874.000000 Penalty: 6172.285645
	Iteration 1F: 3 clusters Score -3.031987e+07 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131276 members 
Mstep: Class 2 contains 122479 members 
Entering Unmasked Estep 
Score: -30321736.000000 Penalty: 6172.285645
	Iteration 2Q: 3 clusters Score -3.032174e+07 nChanged 8781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133659 members 
Mstep: Class 2 contains 120096 members 
Entering Unmasked Estep 
Score: -30324676.000000 Penalty: 6172.285645
	Iteration 3Q: 3 clusters Score -3.032468e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137007 members 
Mstep: Class 2 contains 116748 members 
Entering Unmasked Estep 
Score: -30328572.000000 Penalty: 6172.285645
	Iteration 4Q: 3 clusters Score -3.032857e+07 nChanged 12472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141567 members 
Mstep: Class 2 contains 112188 members 
Entering Unmasked Estep 
Score: -30334844.000000 Penalty: 6172.285645
	Iteration 5Q: 3 clusters Score -3.033484e+07 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147072 members 
Mstep: Class 2 contains 106683 members 
Entering Unmasked Estep 
Score: -30344126.000000 Penalty: 6172.285645
	Iteration 6F: 3 clusters Score -3.034413e+07 nChanged 16491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153395 members 
Mstep: Class 2 contains 100360 members 
Entering Unmasked Estep 
Score: -30355766.000000 Penalty: 6172.285645
	Iteration 7F: 3 clusters Score -3.035577e+07 nChanged 16537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159820 members 
Mstep: Class 2 contains 93935 members 
Entering Unmasked Estep 
Score: -30367748.000000 Penalty: 6172.285645
	Iteration 8F: 3 clusters Score -3.036775e+07 nChanged 14701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165669 members 
Mstep: Class 2 contains 88086 members 
Entering Unmasked Estep 
Score: -30377588.000000 Penalty: 6172.285645
	Iteration 9F: 3 clusters Score -3.037759e+07 nChanged 10949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170920 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -30383516.000000 Penalty: 6172.285645
	Iteration 10Q: 3 clusters Score -3.038352e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176042 members 
Mstep: Class 2 contains 77713 members 
Entering Unmasked Estep 
Score: -30386500.000000 Penalty: 6172.285645
	Iteration 11Q: 3 clusters Score -3.03865e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181502 members 
Mstep: Class 2 contains 72253 members 
Entering Unmasked Estep 
Score: -30389504.000000 Penalty: 6172.285645
	Iteration 12Q: 3 clusters Score -3.03895e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187105 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -30392484.000000 Penalty: 6172.285645
	Iteration 13Q: 3 clusters Score -3.039248e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192587 members 
Mstep: Class 2 contains 61168 members 
Entering Unmasked Estep 
Score: -30395494.000000 Penalty: 6172.285645
	Iteration 14Q: 3 clusters Score -3.039549e+07 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197704 members 
Mstep: Class 2 contains 56051 members 
Entering Unmasked Estep 
Score: -30398296.000000 Penalty: 6172.285645
	Iteration 15Q: 3 clusters Score -3.03983e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202355 members 
Mstep: Class 2 contains 51400 members 
Entering Unmasked Estep 
Score: -30400686.000000 Penalty: 6172.285645
	Iteration 16Q: 3 clusters Score -3.040069e+07 nChanged 4562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206507 members 
Mstep: Class 2 contains 47248 members 
Entering Unmasked Estep 
Score: -30402678.000000 Penalty: 6172.285645
	Iteration 17Q: 3 clusters Score -3.040268e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210147 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -30403800.000000 Penalty: 6172.285645
	Iteration 18Q: 3 clusters Score -3.04038e+07 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213410 members 
Mstep: Class 2 contains 40345 members 
Entering Unmasked Estep 
Score: -30404814.000000 Penalty: 6172.285645
	Iteration 19Q: 3 clusters Score -3.040481e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216298 members 
Mstep: Class 2 contains 37457 members 
Entering Unmasked Estep 
Score: -30405456.000000 Penalty: 6172.285645
	Iteration 20F: 3 clusters Score -3.040546e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218876 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -30406124.000000 Penalty: 6172.285645
	Iteration 21Q: 3 clusters Score -3.040612e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221224 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -30406492.000000 Penalty: 6172.285645
	Iteration 22Q: 3 clusters Score -3.040649e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223349 members 
Mstep: Class 2 contains 30406 members 
Entering Unmasked Estep 
Score: -30406672.000000 Penalty: 6172.285645
	Iteration 23Q: 3 clusters Score -3.040667e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225248 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -30406904.000000 Penalty: 6172.285645
	Iteration 24Q: 3 clusters Score -3.04069e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227019 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -30407104.000000 Penalty: 6172.285645
	Iteration 25Q: 3 clusters Score -3.04071e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228686 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -30407396.000000 Penalty: 6172.285645
	Iteration 26Q: 3 clusters Score -3.04074e+07 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230161 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -30407518.000000 Penalty: 6172.285645
	Iteration 27Q: 3 clusters Score -3.040752e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231484 members 
Mstep: Class 2 contains 22271 members 
Entering Unmasked Estep 
Score: -30407654.000000 Penalty: 6172.285645
	Iteration 28Q: 3 clusters Score -3.040765e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232665 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -30407764.000000 Penalty: 6172.285645
	Iteration 29Q: 3 clusters Score -3.040776e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233800 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -30407956.000000 Penalty: 6172.285645
	Iteration 30Q: 3 clusters Score -3.040796e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234890 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -30408128.000000 Penalty: 6172.285645
	Iteration 31Q: 3 clusters Score -3.040813e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235899 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -30408140.000000 Penalty: 6172.285645
	Iteration 32Q: 3 clusters Score -3.040814e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236863 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -30408336.000000 Penalty: 6172.285645
	Iteration 33Q: 3 clusters Score -3.040834e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237728 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -30408348.000000 Penalty: 6172.285645
	Iteration 34Q: 3 clusters Score -3.040835e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238548 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -30408416.000000 Penalty: 6172.285645
	Iteration 35Q: 3 clusters Score -3.040842e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239337 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -30408324.000000 Penalty: 6172.285645
	Iteration 36Q: 3 clusters Score -3.040832e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240056 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -30408326.000000 Penalty: 6172.285645
	Iteration 37Q: 3 clusters Score -3.040833e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240722 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -30408318.000000 Penalty: 6172.285645
	Iteration 38Q: 3 clusters Score -3.040832e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241366 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -30408384.000000 Penalty: 6172.285645
	Iteration 39Q: 3 clusters Score -3.040838e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241941 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -30408382.000000 Penalty: 6172.285645
	Iteration 40F: 3 clusters Score -3.040838e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242492 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -30408338.000000 Penalty: 6172.285645
	Iteration 41Q: 3 clusters Score -3.040834e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243025 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -30408400.000000 Penalty: 6172.285645
	Iteration 42Q: 3 clusters Score -3.04084e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243530 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -30408588.000000 Penalty: 6172.285645
	Iteration 43Q: 3 clusters Score -3.040859e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243957 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -30408556.000000 Penalty: 6172.285645
	Iteration 44Q: 3 clusters Score -3.040856e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244364 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -30408570.000000 Penalty: 6172.285645
	Iteration 45Q: 3 clusters Score -3.040857e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244751 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -30408546.000000 Penalty: 6172.285645
	Iteration 46Q: 3 clusters Score -3.040855e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245118 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -30408572.000000 Penalty: 6172.285645
	Iteration 47Q: 3 clusters Score -3.040857e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245454 members 
Mstep: Class 2 contains 8301 members 
Entering Unmasked Estep 
Score: -30408618.000000 Penalty: 6172.285645
	Iteration 48Q: 3 clusters Score -3.040862e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245769 members 
Mstep: Class 2 contains 7986 members 
Entering Unmasked Estep 
Score: -30408672.000000 Penalty: 6172.285645
	Iteration 49Q: 3 clusters Score -3.040867e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246079 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -30408638.000000 Penalty: 6172.285645
	Iteration 50Q: 3 clusters Score -3.040864e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246357 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -30408594.000000 Penalty: 6172.285645
	Iteration 51Q: 3 clusters Score -3.040859e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246620 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -30408564.000000 Penalty: 6172.285645
	Iteration 52Q: 3 clusters Score -3.040856e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246850 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -30408548.000000 Penalty: 6172.285645
	Iteration 53Q: 3 clusters Score -3.040855e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247071 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -30408564.000000 Penalty: 6172.285645
	Iteration 54Q: 3 clusters Score -3.040856e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247281 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -30408582.000000 Penalty: 6172.285645
	Iteration 55Q: 3 clusters Score -3.040858e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247492 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -30408526.000000 Penalty: 6172.285645
	Iteration 56Q: 3 clusters Score -3.040853e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247688 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -30408552.000000 Penalty: 6172.285645
	Iteration 57Q: 3 clusters Score -3.040855e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247872 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -30408538.000000 Penalty: 6172.285645
	Iteration 58Q: 3 clusters Score -3.040854e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248051 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -30408564.000000 Penalty: 6172.285645
	Iteration 59Q: 3 clusters Score -3.040856e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248215 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -30408574.000000 Penalty: 6172.285645
	Iteration 60F: 3 clusters Score -3.040857e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248357 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -30408546.000000 Penalty: 6172.285645
	Iteration 61Q: 3 clusters Score -3.040855e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248501 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -30408536.000000 Penalty: 6172.285645
	Iteration 62Q: 3 clusters Score -3.040854e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248619 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -30408544.000000 Penalty: 6172.285645
	Iteration 63Q: 3 clusters Score -3.040854e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248726 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -30408514.000000 Penalty: 6172.285645
	Iteration 64Q: 3 clusters Score -3.040851e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248819 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -30408556.000000 Penalty: 6172.285645
	Iteration 65Q: 3 clusters Score -3.040856e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248904 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -30408554.000000 Penalty: 6172.285645
	Iteration 66Q: 3 clusters Score -3.040855e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248988 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -30408560.000000 Penalty: 6172.285645
	Iteration 67Q: 3 clusters Score -3.040856e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249080 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -30408562.000000 Penalty: 6172.285645
	Iteration 68Q: 3 clusters Score -3.040856e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249158 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -30408548.000000 Penalty: 6172.285645
	Iteration 69Q: 3 clusters Score -3.040855e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249227 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -30408544.000000 Penalty: 6172.285645
	Iteration 70Q: 3 clusters Score -3.040854e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249297 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -30408548.000000 Penalty: 6172.285645
	Iteration 71Q: 3 clusters Score -3.040855e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249371 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -30408546.000000 Penalty: 6172.285645
	Iteration 72Q: 3 clusters Score -3.040855e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249437 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -30408568.000000 Penalty: 6172.285645
	Iteration 73Q: 3 clusters Score -3.040857e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249504 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -30408560.000000 Penalty: 6172.285645
	Iteration 74Q: 3 clusters Score -3.040856e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249587 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -30408562.000000 Penalty: 6172.285645
	Iteration 75Q: 3 clusters Score -3.040856e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249669 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -30408606.000000 Penalty: 6172.285645
	Iteration 76Q: 3 clusters Score -3.040861e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249748 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -30408616.000000 Penalty: 6172.285645
	Iteration 77Q: 3 clusters Score -3.040862e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249837 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -30408600.000000 Penalty: 6172.285645
	Iteration 78Q: 3 clusters Score -3.04086e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249919 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -30408640.000000 Penalty: 6172.285645
	Iteration 79Q: 3 clusters Score -3.040864e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250003 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -30408596.000000 Penalty: 6172.285645
	Iteration 80F: 3 clusters Score -3.04086e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250093 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -30408618.000000 Penalty: 6172.285645
	Iteration 81Q: 3 clusters Score -3.040862e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250175 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -30408642.000000 Penalty: 6172.285645
	Iteration 82Q: 3 clusters Score -3.040864e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250245 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -30408666.000000 Penalty: 6172.285645
	Iteration 83Q: 3 clusters Score -3.040867e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250320 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -30408718.000000 Penalty: 6172.285645
	Iteration 84Q: 3 clusters Score -3.040872e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250402 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -30408748.000000 Penalty: 6172.285645
	Iteration 85Q: 3 clusters Score -3.040875e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250487 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -30408712.000000 Penalty: 6172.285645
	Iteration 86Q: 3 clusters Score -3.040871e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250568 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -30408698.000000 Penalty: 6172.285645
	Iteration 87Q: 3 clusters Score -3.04087e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250632 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -30408706.000000 Penalty: 6172.285645
	Iteration 88Q: 3 clusters Score -3.040871e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250686 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -30408702.000000 Penalty: 6172.285645
	Iteration 89Q: 3 clusters Score -3.04087e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250736 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -30408676.000000 Penalty: 6172.285645
	Iteration 90Q: 3 clusters Score -3.040868e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250778 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -30408674.000000 Penalty: 6172.285645
	Iteration 91Q: 3 clusters Score -3.040867e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250812 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -30408644.000000 Penalty: 6172.285645
	Iteration 92Q: 3 clusters Score -3.040864e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250847 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -30408652.000000 Penalty: 6172.285645
	Iteration 93Q: 3 clusters Score -3.040865e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250884 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -30408620.000000 Penalty: 6172.285645
	Iteration 94Q: 3 clusters Score -3.040862e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250915 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -30408668.000000 Penalty: 6172.285645
	Iteration 95Q: 3 clusters Score -3.040867e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250944 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -30408650.000000 Penalty: 6172.285645
	Iteration 96Q: 3 clusters Score -3.040865e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250966 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -30408670.000000 Penalty: 6172.285645
	Iteration 97Q: 3 clusters Score -3.040867e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250993 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -30408658.000000 Penalty: 6172.285645
	Iteration 98Q: 3 clusters Score -3.040866e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251017 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -30408620.000000 Penalty: 6172.285645
	Iteration 99Q: 3 clusters Score -3.040862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251035 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -30408620.000000 Penalty: 6172.285645
	Iteration 100F: 3 clusters Score -3.040862e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251053 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -30408632.000000 Penalty: 6172.285645
	Iteration 101Q: 3 clusters Score -3.040863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251076 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -30408628.000000 Penalty: 6172.285645
	Iteration 102Q: 3 clusters Score -3.040863e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251099 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -30408606.000000 Penalty: 6172.285645
	Iteration 103Q: 3 clusters Score -3.040861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251120 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -30408614.000000 Penalty: 6172.285645
	Iteration 104Q: 3 clusters Score -3.040861e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251145 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -30408622.000000 Penalty: 6172.285645
	Iteration 105Q: 3 clusters Score -3.040862e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251167 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -30408628.000000 Penalty: 6172.285645
	Iteration 106Q: 3 clusters Score -3.040863e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251191 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -30408618.000000 Penalty: 6172.285645
	Iteration 107Q: 3 clusters Score -3.040862e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251212 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -30408620.000000 Penalty: 6172.285645
	Iteration 108Q: 3 clusters Score -3.040862e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251238 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -30408610.000000 Penalty: 6172.285645
	Iteration 109Q: 3 clusters Score -3.040861e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251262 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -30408624.000000 Penalty: 6172.285645
	Iteration 110Q: 3 clusters Score -3.040862e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251282 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -30408624.000000 Penalty: 6172.285645
	Iteration 111Q: 3 clusters Score -3.040862e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251296 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -30408610.000000 Penalty: 6172.285645
	Iteration 112Q: 3 clusters Score -3.040861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251308 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -30408596.000000 Penalty: 6172.285645
	Iteration 113Q: 3 clusters Score -3.04086e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251318 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -30408592.000000 Penalty: 6172.285645
	Iteration 114Q: 3 clusters Score -3.040859e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251322 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -30408596.000000 Penalty: 6172.285645
	Iteration 115Q: 3 clusters Score -3.04086e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251331 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -30408596.000000 Penalty: 6172.285645
	Iteration 116Q: 3 clusters Score -3.04086e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251342 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -30408590.000000 Penalty: 6172.285645
	Iteration 117Q: 3 clusters Score -3.040859e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251351 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -30408598.000000 Penalty: 6172.285645
	Iteration 118Q: 3 clusters Score -3.04086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251357 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -30408582.000000 Penalty: 6172.285645
	Iteration 119Q: 3 clusters Score -3.040858e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251360 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -30408592.000000 Penalty: 6172.285645
	Iteration 120F: 3 clusters Score -3.040859e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251365 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -30408604.000000 Penalty: 6172.285645
	Iteration 121Q: 3 clusters Score -3.04086e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251370 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -30408608.000000 Penalty: 6172.285645
	Iteration 122Q: 3 clusters Score -3.040861e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251375 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -30408614.000000 Penalty: 6172.285645
	Iteration 123Q: 3 clusters Score -3.040861e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251378 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -30408620.000000 Penalty: 6172.285645
	Iteration 124Q: 3 clusters Score -3.040862e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251380 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -30408618.000000 Penalty: 6172.285645
	Iteration 125Q: 3 clusters Score -3.040862e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251381 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -30408612.000000 Penalty: 6172.285645
	Iteration 126Q: 3 clusters Score -3.040861e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251382 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -30408620.000000 Penalty: 6172.285645
	Iteration 127Q: 3 clusters Score -3.040862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251382 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -30408620.000000 Penalty: 6172.285645
	Iteration 128F: 3 clusters Score -3.040862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (8358 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Entering Unmasked Estep 
Score: -1002946.312500 Penalty: 2239.681641
	Iteration 0F: 2 clusters Score -1002946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -996305.937500 Penalty: 4479.363281
	Iteration 0F: 3 clusters Score -996305.9 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -998206.625000 Penalty: 4479.363281
	Iteration 1F: 3 clusters Score -998206.6 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -998621.812500 Penalty: 4479.363281
	Iteration 2F: 3 clusters Score -998621.8 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -999022.875000 Penalty: 4479.363281
	Iteration 3F: 3 clusters Score -999022.9 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -999395.375000 Penalty: 4479.363281
	Iteration 4F: 3 clusters Score -999395.4 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -999734.250000 Penalty: 4479.363281
	Iteration 5F: 3 clusters Score -999734.2 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1000048.562500 Penalty: 4479.363281
	Iteration 6F: 3 clusters Score -1000049 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1000343.625000 Penalty: 4479.363281
	Iteration 7F: 3 clusters Score -1000344 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1000688.875000 Penalty: 4479.363281
	Iteration 8F: 3 clusters Score -1000689 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1000958.875000 Penalty: 4479.363281
	Iteration 9Q: 3 clusters Score -1000959 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1001200.687500 Penalty: 4479.363281
	Iteration 10Q: 3 clusters Score -1001201 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1001371.812500 Penalty: 4479.363281
	Iteration 11Q: 3 clusters Score -1001372 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -1001487.437500 Penalty: 4479.363281
	Iteration 12Q: 3 clusters Score -1001487 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1001541.125000 Penalty: 4479.363281
	Iteration 13Q: 3 clusters Score -1001541 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1001573.500000 Penalty: 4479.363281
	Iteration 14Q: 3 clusters Score -1001574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1001597.625000 Penalty: 4479.363281
	Iteration 15Q: 3 clusters Score -1001598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1001617.375000 Penalty: 4479.363281
	Iteration 16Q: 3 clusters Score -1001617 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -1001640.625000 Penalty: 4479.363281
	Iteration 17Q: 3 clusters Score -1001641 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1001660.437500 Penalty: 4479.363281
	Iteration 18Q: 3 clusters Score -1001660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -1001677.812500 Penalty: 4479.363281
	Iteration 19Q: 3 clusters Score -1001678 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1001691.625000 Penalty: 4479.363281
	Iteration 20F: 3 clusters Score -1001692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1001698.562500 Penalty: 4479.363281
	Iteration 21Q: 3 clusters Score -1001699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1001704.312500 Penalty: 4479.363281
	Iteration 22Q: 3 clusters Score -1001704 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1001713.500000 Penalty: 4479.363281
	Iteration 23Q: 3 clusters Score -1001714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1001714.187500 Penalty: 4479.363281
	Iteration 24Q: 3 clusters Score -1001714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -1001715.687500 Penalty: 4479.363281
	Iteration 25Q: 3 clusters Score -1001716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1001719.250000 Penalty: 4479.363281
	Iteration 26Q: 3 clusters Score -1001719 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1001719.000000 Penalty: 4479.363281
	Iteration 27Q: 3 clusters Score -1001719 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -1001720.500000 Penalty: 4479.363281
	Iteration 28Q: 3 clusters Score -1001720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1001721.875000 Penalty: 4479.363281
	Iteration 29Q: 3 clusters Score -1001722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1001720.812500 Penalty: 4479.363281
	Iteration 30Q: 3 clusters Score -1001721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1001721.937500 Penalty: 4479.363281
	Iteration 31Q: 3 clusters Score -1001722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1001721.937500 Penalty: 4479.363281
	Iteration 32F: 3 clusters Score -1001722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (19607 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Entering Unmasked Estep 
Score: -2366071.750000 Penalty: 2451.143311
	Iteration 0F: 2 clusters Score -2366072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2352170.500000 Penalty: 4902.286621
	Iteration 0F: 3 clusters Score -2352170 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -2356791.500000 Penalty: 4902.286621
	Iteration 1F: 3 clusters Score -2356792 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2357270.750000 Penalty: 4902.286621
	Iteration 2F: 3 clusters Score -2357271 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -2357716.500000 Penalty: 4902.286621
	Iteration 3F: 3 clusters Score -2357716 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2358218.500000 Penalty: 4902.286621
	Iteration 4Q: 3 clusters Score -2358218 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2358794.500000 Penalty: 4902.286621
	Iteration 5F: 3 clusters Score -2358794 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2359444.500000 Penalty: 4902.286621
	Iteration 6F: 3 clusters Score -2359444 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2360187.500000 Penalty: 4902.286621
	Iteration 7F: 3 clusters Score -2360188 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2360886.250000 Penalty: 4902.286621
	Iteration 8F: 3 clusters Score -2360886 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2361510.500000 Penalty: 4902.286621
	Iteration 9Q: 3 clusters Score -2361510 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -2362075.750000 Penalty: 4902.286621
	Iteration 10Q: 3 clusters Score -2362076 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2362545.500000 Penalty: 4902.286621
	Iteration 11Q: 3 clusters Score -2362546 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2362900.750000 Penalty: 4902.286621
	Iteration 12Q: 3 clusters Score -2362901 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2363173.750000 Penalty: 4902.286621
	Iteration 13Q: 3 clusters Score -2363174 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2363377.250000 Penalty: 4902.286621
	Iteration 14Q: 3 clusters Score -2363377 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2363551.250000 Penalty: 4902.286621
	Iteration 15Q: 3 clusters Score -2363551 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2363689.750000 Penalty: 4902.286621
	Iteration 16Q: 3 clusters Score -2363690 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2363810.750000 Penalty: 4902.286621
	Iteration 17Q: 3 clusters Score -2363811 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2363910.250000 Penalty: 4902.286621
	Iteration 18Q: 3 clusters Score -2363910 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2363973.750000 Penalty: 4902.286621
	Iteration 19Q: 3 clusters Score -2363974 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2364037.500000 Penalty: 4902.286621
	Iteration 20F: 3 clusters Score -2364038 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2364068.750000 Penalty: 4902.286621
	Iteration 21Q: 3 clusters Score -2364069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2364104.500000 Penalty: 4902.286621
	Iteration 22Q: 3 clusters Score -2364104 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18986 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2364126.250000 Penalty: 4902.286621
	Iteration 23Q: 3 clusters Score -2364126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2364141.000000 Penalty: 4902.286621
	Iteration 24Q: 3 clusters Score -2364141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19020 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2364145.250000 Penalty: 4902.286621
	Iteration 25Q: 3 clusters Score -2364145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2364150.250000 Penalty: 4902.286621
	Iteration 26Q: 3 clusters Score -2364150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2364157.000000 Penalty: 4902.286621
	Iteration 27Q: 3 clusters Score -2364157 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2364162.500000 Penalty: 4902.286621
	Iteration 28Q: 3 clusters Score -2364162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2364169.750000 Penalty: 4902.286621
	Iteration 29Q: 3 clusters Score -2364170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2364173.250000 Penalty: 4902.286621
	Iteration 30Q: 3 clusters Score -2364173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2364175.500000 Penalty: 4902.286621
	Iteration 31Q: 3 clusters Score -2364176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2364180.250000 Penalty: 4902.286621
	Iteration 32Q: 3 clusters Score -2364180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2364182.750000 Penalty: 4902.286621
	Iteration 33Q: 3 clusters Score -2364183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2364184.250000 Penalty: 4902.286621
	Iteration 34Q: 3 clusters Score -2364184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2364186.500000 Penalty: 4902.286621
	Iteration 35Q: 3 clusters Score -2364186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2364190.500000 Penalty: 4902.286621
	Iteration 36Q: 3 clusters Score -2364190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2364190.500000 Penalty: 4902.286621
	Iteration 37F: 3 clusters Score -2364190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (3871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Entering Unmasked Estep 
Score: -477229.843750 Penalty: 2048.794678
	Iteration 0F: 2 clusters Score -477229.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -473385.656250 Penalty: 4097.589355
	Iteration 0F: 3 clusters Score -473385.7 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -474211.125000 Penalty: 4097.589355
	Iteration 1F: 3 clusters Score -474211.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -474397.468750 Penalty: 4097.589355
	Iteration 2F: 3 clusters Score -474397.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -474495.562500 Penalty: 4097.589355
	Iteration 3Q: 3 clusters Score -474495.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -474555.562500 Penalty: 4097.589355
	Iteration 4Q: 3 clusters Score -474555.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -474595.781250 Penalty: 4097.589355
	Iteration 5Q: 3 clusters Score -474595.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -474624.906250 Penalty: 4097.589355
	Iteration 6Q: 3 clusters Score -474624.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -474648.625000 Penalty: 4097.589355
	Iteration 7Q: 3 clusters Score -474648.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -474668.437500 Penalty: 4097.589355
	Iteration 8Q: 3 clusters Score -474668.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -474689.687500 Penalty: 4097.589355
	Iteration 9Q: 3 clusters Score -474689.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -474708.593750 Penalty: 4097.589355
	Iteration 10Q: 3 clusters Score -474708.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -474723.593750 Penalty: 4097.589355
	Iteration 11Q: 3 clusters Score -474723.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -474738.593750 Penalty: 4097.589355
	Iteration 12Q: 3 clusters Score -474738.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -474751.343750 Penalty: 4097.589355
	Iteration 13Q: 3 clusters Score -474751.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -474765.593750 Penalty: 4097.589355
	Iteration 14Q: 3 clusters Score -474765.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -474783.062500 Penalty: 4097.589355
	Iteration 15Q: 3 clusters Score -474783.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -474801.406250 Penalty: 4097.589355
	Iteration 16Q: 3 clusters Score -474801.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -474820.312500 Penalty: 4097.589355
	Iteration 17Q: 3 clusters Score -474820.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -474839.125000 Penalty: 4097.589355
	Iteration 18Q: 3 clusters Score -474839.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -474855.875000 Penalty: 4097.589355
	Iteration 19Q: 3 clusters Score -474855.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -474875.500000 Penalty: 4097.589355
	Iteration 20F: 3 clusters Score -474875.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -474894.531250 Penalty: 4097.589355
	Iteration 21Q: 3 clusters Score -474894.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -474909.968750 Penalty: 4097.589355
	Iteration 22Q: 3 clusters Score -474910 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -474925.781250 Penalty: 4097.589355
	Iteration 23Q: 3 clusters Score -474925.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -474942.468750 Penalty: 4097.589355
	Iteration 24Q: 3 clusters Score -474942.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -474953.187500 Penalty: 4097.589355
	Iteration 25Q: 3 clusters Score -474953.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -474960.593750 Penalty: 4097.589355
	Iteration 26Q: 3 clusters Score -474960.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -474965.437500 Penalty: 4097.589355
	Iteration 27Q: 3 clusters Score -474965.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -474971.406250 Penalty: 4097.589355
	Iteration 28Q: 3 clusters Score -474971.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -474975.812500 Penalty: 4097.589355
	Iteration 29Q: 3 clusters Score -474975.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -474984.000000 Penalty: 4097.589355
	Iteration 30Q: 3 clusters Score -474984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -474992.718750 Penalty: 4097.589355
	Iteration 31Q: 3 clusters Score -474992.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -475000.968750 Penalty: 4097.589355
	Iteration 32Q: 3 clusters Score -475001 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -475008.125000 Penalty: 4097.589355
	Iteration 33Q: 3 clusters Score -475008.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -475017.875000 Penalty: 4097.589355
	Iteration 34Q: 3 clusters Score -475017.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -475029.031250 Penalty: 4097.589355
	Iteration 35Q: 3 clusters Score -475029 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -475037.781250 Penalty: 4097.589355
	Iteration 36Q: 3 clusters Score -475037.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -475048.718750 Penalty: 4097.589355
	Iteration 37Q: 3 clusters Score -475048.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -475061.343750 Penalty: 4097.589355
	Iteration 38Q: 3 clusters Score -475061.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -475076.656250 Penalty: 4097.589355
	Iteration 39Q: 3 clusters Score -475076.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -475100.500000 Penalty: 4097.589355
	Iteration 40F: 3 clusters Score -475100.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -475130.531250 Penalty: 4097.589355
	Iteration 41Q: 3 clusters Score -475130.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -475147.875000 Penalty: 4097.589355
	Iteration 42Q: 3 clusters Score -475147.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -475164.218750 Penalty: 4097.589355
	Iteration 43Q: 3 clusters Score -475164.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -475187.468750 Penalty: 4097.589355
	Iteration 44Q: 3 clusters Score -475187.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -475203.281250 Penalty: 4097.589355
	Iteration 45Q: 3 clusters Score -475203.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -475215.562500 Penalty: 4097.589355
	Iteration 46Q: 3 clusters Score -475215.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -475224.687500 Penalty: 4097.589355
	Iteration 47Q: 3 clusters Score -475224.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -475232.375000 Penalty: 4097.589355
	Iteration 48Q: 3 clusters Score -475232.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -475240.812500 Penalty: 4097.589355
	Iteration 49Q: 3 clusters Score -475240.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -475254.937500 Penalty: 4097.589355
	Iteration 50Q: 3 clusters Score -475254.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -475268.875000 Penalty: 4097.589355
	Iteration 51Q: 3 clusters Score -475268.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -475279.968750 Penalty: 4097.589355
	Iteration 52Q: 3 clusters Score -475280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -475290.437500 Penalty: 4097.589355
	Iteration 53Q: 3 clusters Score -475290.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -475299.937500 Penalty: 4097.589355
	Iteration 54Q: 3 clusters Score -475299.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -475301.812500 Penalty: 4097.589355
	Iteration 55Q: 3 clusters Score -475301.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -475305.062500 Penalty: 4097.589355
	Iteration 56Q: 3 clusters Score -475305.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -475307.656250 Penalty: 4097.589355
	Iteration 57Q: 3 clusters Score -475307.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -475313.218750 Penalty: 4097.589355
	Iteration 58Q: 3 clusters Score -475313.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -475316.750000 Penalty: 4097.589355
	Iteration 59Q: 3 clusters Score -475316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -475319.156250 Penalty: 4097.589355
	Iteration 60F: 3 clusters Score -475319.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -475324.156250 Penalty: 4097.589355
	Iteration 61Q: 3 clusters Score -475324.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -475326.562500 Penalty: 4097.589355
	Iteration 62Q: 3 clusters Score -475326.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -475327.031250 Penalty: 4097.589355
	Iteration 63Q: 3 clusters Score -475327 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -475327.031250 Penalty: 4097.589355
	Iteration 64F: 3 clusters Score -475327 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Entering Unmasked Estep 
Score: -5886335.500000 Penalty: 2684.581543
	Iteration 0F: 2 clusters Score -5886336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 25104 members 
Entering Unmasked Estep 
Score: -5852456.000000 Penalty: 5369.163086
	Iteration 0F: 3 clusters Score -5852456 nChanged 23256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -5865399.000000 Penalty: 5369.163086
	Iteration 1F: 3 clusters Score -5865399 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 23769 members 
Entering Unmasked Estep 
Score: -5865831.500000 Penalty: 5369.163086
	Iteration 2Q: 3 clusters Score -5865832 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -5866195.500000 Penalty: 5369.163086
	Iteration 3Q: 3 clusters Score -5866196 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28079 members 
Mstep: Class 2 contains 22179 members 
Entering Unmasked Estep 
Score: -5866633.000000 Penalty: 5369.163086
	Iteration 4Q: 3 clusters Score -5866633 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -5867217.500000 Penalty: 5369.163086
	Iteration 5Q: 3 clusters Score -5867218 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -5867961.000000 Penalty: 5369.163086
	Iteration 6Q: 3 clusters Score -5867961 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33651 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -5869288.000000 Penalty: 5369.163086
	Iteration 7F: 3 clusters Score -5869288 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36907 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -5871493.000000 Penalty: 5369.163086
	Iteration 8F: 3 clusters Score -5871493 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40831 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -5874819.500000 Penalty: 5369.163086
	Iteration 9F: 3 clusters Score -5874820 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44725 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -5878613.500000 Penalty: 5369.163086
	Iteration 10F: 3 clusters Score -5878614 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47665 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -5881600.000000 Penalty: 5369.163086
	Iteration 11F: 3 clusters Score -5881600 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -5883076.500000 Penalty: 5369.163086
	Iteration 12Q: 3 clusters Score -5883076 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5883678.500000 Penalty: 5369.163086
	Iteration 13Q: 3 clusters Score -5883678 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49928 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -5883887.000000 Penalty: 5369.163086
	Iteration 14Q: 3 clusters Score -5883887 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -5883953.000000 Penalty: 5369.163086
	Iteration 15Q: 3 clusters Score -5883953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49988 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5883966.000000 Penalty: 5369.163086
	Iteration 16Q: 3 clusters Score -5883966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49994 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5883981.500000 Penalty: 5369.163086
	Iteration 17Q: 3 clusters Score -5883982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5883990.000000 Penalty: 5369.163086
	Iteration 18Q: 3 clusters Score -5883990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49998 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5884002.500000 Penalty: 5369.163086
	Iteration 19Q: 3 clusters Score -5884002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50001 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5884000.000000 Penalty: 5369.163086
	Iteration 20F: 3 clusters Score -5884000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Entering Unmasked Estep 
Score: -1943105.125000 Penalty: 2396.709473
	Iteration 0F: 2 clusters Score -1943105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1931755.250000 Penalty: 4793.418945
	Iteration 0F: 3 clusters Score -1931755 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1935355.750000 Penalty: 4793.418945
	Iteration 1F: 3 clusters Score -1935356 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1935704.500000 Penalty: 4793.418945
	Iteration 2F: 3 clusters Score -1935704 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1935994.125000 Penalty: 4793.418945
	Iteration 3Q: 3 clusters Score -1935994 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1936295.875000 Penalty: 4793.418945
	Iteration 4Q: 3 clusters Score -1936296 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1936618.875000 Penalty: 4793.418945
	Iteration 5Q: 3 clusters Score -1936619 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -1936998.875000 Penalty: 4793.418945
	Iteration 6Q: 3 clusters Score -1936999 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -1937503.125000 Penalty: 4793.418945
	Iteration 7F: 3 clusters Score -1937503 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 11765 members 
Entering Unmasked Estep 
Score: -1938154.250000 Penalty: 4793.418945
	Iteration 8F: 3 clusters Score -1938154 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1938841.500000 Penalty: 4793.418945
	Iteration 9F: 3 clusters Score -1938842 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -1939486.000000 Penalty: 4793.418945
	Iteration 10Q: 3 clusters Score -1939486 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1939955.250000 Penalty: 4793.418945
	Iteration 11Q: 3 clusters Score -1939955 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 14037 members 
Entering Unmasked Estep 
Score: -1940270.000000 Penalty: 4793.418945
	Iteration 12Q: 3 clusters Score -1940270 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -1940450.875000 Penalty: 4793.418945
	Iteration 13Q: 3 clusters Score -1940451 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -1940574.625000 Penalty: 4793.418945
	Iteration 14Q: 3 clusters Score -1940575 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -1940661.625000 Penalty: 4793.418945
	Iteration 15Q: 3 clusters Score -1940662 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1940737.125000 Penalty: 4793.418945
	Iteration 16Q: 3 clusters Score -1940737 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -1940781.750000 Penalty: 4793.418945
	Iteration 17Q: 3 clusters Score -1940782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -1940806.875000 Penalty: 4793.418945
	Iteration 18Q: 3 clusters Score -1940807 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14709 members 
Entering Unmasked Estep 
Score: -1940835.000000 Penalty: 4793.418945
	Iteration 19Q: 3 clusters Score -1940835 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -1940858.500000 Penalty: 4793.418945
	Iteration 20F: 3 clusters Score -1940858 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -1940865.750000 Penalty: 4793.418945
	Iteration 21Q: 3 clusters Score -1940866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1940876.125000 Penalty: 4793.418945
	Iteration 22Q: 3 clusters Score -1940876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -1940884.125000 Penalty: 4793.418945
	Iteration 23Q: 3 clusters Score -1940884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -1940889.375000 Penalty: 4793.418945
	Iteration 24Q: 3 clusters Score -1940889 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 14805 members 
Entering Unmasked Estep 
Score: -1940890.125000 Penalty: 4793.418945
	Iteration 25Q: 3 clusters Score -1940890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 14812 members 
Entering Unmasked Estep 
Score: -1940895.000000 Penalty: 4793.418945
	Iteration 26Q: 3 clusters Score -1940895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -1940896.125000 Penalty: 4793.418945
	Iteration 27Q: 3 clusters Score -1940896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -1940898.125000 Penalty: 4793.418945
	Iteration 28Q: 3 clusters Score -1940898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
Score: -1940899.750000 Penalty: 4793.418945
	Iteration 29Q: 3 clusters Score -1940900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1940902.250000 Penalty: 4793.418945
	Iteration 30Q: 3 clusters Score -1940902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -1940904.125000 Penalty: 4793.418945
	Iteration 31Q: 3 clusters Score -1940904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -1940910.875000 Penalty: 4793.418945
	Iteration 32Q: 3 clusters Score -1940911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -1940910.250000 Penalty: 4793.418945
	Iteration 33Q: 3 clusters Score -1940910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -1940911.375000 Penalty: 4793.418945
	Iteration 34Q: 3 clusters Score -1940911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1940912.375000 Penalty: 4793.418945
	Iteration 35Q: 3 clusters Score -1940912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14858 members 
Entering Unmasked Estep 
Score: -1940916.875000 Penalty: 4793.418945
	Iteration 36Q: 3 clusters Score -1940917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -1940915.000000 Penalty: 4793.418945
	Iteration 37Q: 3 clusters Score -1940915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -1940917.750000 Penalty: 4793.418945
	Iteration 38Q: 3 clusters Score -1940918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -1940917.375000 Penalty: 4793.418945
	Iteration 39Q: 3 clusters Score -1940917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1940922.000000 Penalty: 4793.418945
	Iteration 40F: 3 clusters Score -1940922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1940922.625000 Penalty: 4793.418945
	Iteration 41Q: 3 clusters Score -1940923 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -1940926.500000 Penalty: 4793.418945
	Iteration 42Q: 3 clusters Score -1940926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1940924.625000 Penalty: 4793.418945
	Iteration 43Q: 3 clusters Score -1940925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -1940926.625000 Penalty: 4793.418945
	Iteration 44Q: 3 clusters Score -1940927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -1940925.125000 Penalty: 4793.418945
	Iteration 45Q: 3 clusters Score -1940925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1940929.250000 Penalty: 4793.418945
	Iteration 46Q: 3 clusters Score -1940929 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1940929.250000 Penalty: 4793.418945
	Iteration 47F: 3 clusters Score -1940929 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Entering Unmasked Estep 
Score: -269333.187500 Penalty: 1918.604126
	Iteration 0F: 2 clusters Score -269333.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -266536.375000 Penalty: 3837.208252
	Iteration 0F: 3 clusters Score -266536.4 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -267057.906250 Penalty: 3837.208252
	Iteration 1F: 3 clusters Score -267057.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -267223.656250 Penalty: 3837.208252
	Iteration 2F: 3 clusters Score -267223.7 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -267283.125000 Penalty: 3837.208252
	Iteration 3Q: 3 clusters Score -267283.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -267317.031250 Penalty: 3837.208252
	Iteration 4Q: 3 clusters Score -267317 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -267344.312500 Penalty: 3837.208252
	Iteration 5Q: 3 clusters Score -267344.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -267370.468750 Penalty: 3837.208252
	Iteration 6Q: 3 clusters Score -267370.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -267391.031250 Penalty: 3837.208252
	Iteration 7Q: 3 clusters Score -267391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -267411.593750 Penalty: 3837.208252
	Iteration 8Q: 3 clusters Score -267411.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -267429.343750 Penalty: 3837.208252
	Iteration 9Q: 3 clusters Score -267429.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -267443.093750 Penalty: 3837.208252
	Iteration 10Q: 3 clusters Score -267443.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -267451.812500 Penalty: 3837.208252
	Iteration 11Q: 3 clusters Score -267451.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -267459.718750 Penalty: 3837.208252
	Iteration 12Q: 3 clusters Score -267459.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -267465.781250 Penalty: 3837.208252
	Iteration 13Q: 3 clusters Score -267465.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -267469.531250 Penalty: 3837.208252
	Iteration 14Q: 3 clusters Score -267469.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -267472.687500 Penalty: 3837.208252
	Iteration 15Q: 3 clusters Score -267472.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -267478.187500 Penalty: 3837.208252
	Iteration 16Q: 3 clusters Score -267478.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -267482.000000 Penalty: 3837.208252
	Iteration 17Q: 3 clusters Score -267482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -267486.187500 Penalty: 3837.208252
	Iteration 18Q: 3 clusters Score -267486.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -267495.625000 Penalty: 3837.208252
	Iteration 19Q: 3 clusters Score -267495.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -267503.625000 Penalty: 3837.208252
	Iteration 20F: 3 clusters Score -267503.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -267508.687500 Penalty: 3837.208252
	Iteration 21Q: 3 clusters Score -267508.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -267513.062500 Penalty: 3837.208252
	Iteration 22Q: 3 clusters Score -267513.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -267516.593750 Penalty: 3837.208252
	Iteration 23Q: 3 clusters Score -267516.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -267518.312500 Penalty: 3837.208252
	Iteration 24Q: 3 clusters Score -267518.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -267519.968750 Penalty: 3837.208252
	Iteration 25Q: 3 clusters Score -267520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -267525.468750 Penalty: 3837.208252
	Iteration 26Q: 3 clusters Score -267525.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -267527.593750 Penalty: 3837.208252
	Iteration 27Q: 3 clusters Score -267527.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -267529.875000 Penalty: 3837.208252
	Iteration 28Q: 3 clusters Score -267529.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -267531.250000 Penalty: 3837.208252
	Iteration 29Q: 3 clusters Score -267531.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -267534.281250 Penalty: 3837.208252
	Iteration 30Q: 3 clusters Score -267534.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -267536.625000 Penalty: 3837.208252
	Iteration 31Q: 3 clusters Score -267536.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -267537.343750 Penalty: 3837.208252
	Iteration 32Q: 3 clusters Score -267537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -267537.343750 Penalty: 3837.208252
	Iteration 33F: 3 clusters Score -267537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (172256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172256 members 
Entering Unmasked Estep 
Score: -20700090.000000 Penalty: 2990.070801
	Iteration 0F: 2 clusters Score -2.070009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85923 members 
Mstep: Class 2 contains 86333 members 
Entering Unmasked Estep 
Score: -20587650.000000 Penalty: 5980.141602
	Iteration 0F: 3 clusters Score -2.058765e+07 nChanged 82557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83048 members 
Mstep: Class 2 contains 89208 members 
Entering Unmasked Estep 
Score: -20635698.000000 Penalty: 5980.141602
	Iteration 1F: 3 clusters Score -2.06357e+07 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80993 members 
Mstep: Class 2 contains 91263 members 
Entering Unmasked Estep 
Score: -20636638.000000 Penalty: 5980.141602
	Iteration 2Q: 3 clusters Score -2.063664e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77875 members 
Mstep: Class 2 contains 94381 members 
Entering Unmasked Estep 
Score: -20638346.000000 Penalty: 5980.141602
	Iteration 3Q: 3 clusters Score -2.063835e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73282 members 
Mstep: Class 2 contains 98974 members 
Entering Unmasked Estep 
Score: -20640860.000000 Penalty: 5980.141602
	Iteration 4Q: 3 clusters Score -2.064086e+07 nChanged 8342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66524 members 
Mstep: Class 2 contains 105732 members 
Entering Unmasked Estep 
Score: -20644648.000000 Penalty: 5980.141602
	Iteration 5Q: 3 clusters Score -2.064465e+07 nChanged 10361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57153 members 
Mstep: Class 2 contains 115103 members 
Entering Unmasked Estep 
Score: -20650950.000000 Penalty: 5980.141602
	Iteration 6F: 3 clusters Score -2.065095e+07 nChanged 12340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45365 members 
Mstep: Class 2 contains 126891 members 
Entering Unmasked Estep 
Score: -20660282.000000 Penalty: 5980.141602
	Iteration 7F: 3 clusters Score -2.066028e+07 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 140083 members 
Entering Unmasked Estep 
Score: -20671540.000000 Penalty: 5980.141602
	Iteration 8F: 3 clusters Score -2.067154e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 152254 members 
Entering Unmasked Estep 
Score: -20682212.000000 Penalty: 5980.141602
	Iteration 9F: 3 clusters Score -2.068221e+07 nChanged 8928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 161164 members 
Entering Unmasked Estep 
Score: -20688970.000000 Penalty: 5980.141602
	Iteration 10F: 3 clusters Score -2.068897e+07 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 166526 members 
Entering Unmasked Estep 
Score: -20693264.000000 Penalty: 5980.141602
	Iteration 11Q: 3 clusters Score -2.069326e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 169347 members 
Entering Unmasked Estep 
Score: -20695514.000000 Penalty: 5980.141602
	Iteration 12Q: 3 clusters Score -2.069551e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 170638 members 
Entering Unmasked Estep 
Score: -20696636.000000 Penalty: 5980.141602
	Iteration 13Q: 3 clusters Score -2.069664e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 171158 members 
Entering Unmasked Estep 
Score: -20697086.000000 Penalty: 5980.141602
	Iteration 14Q: 3 clusters Score -2.069709e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 171362 members 
Entering Unmasked Estep 
Score: -20697334.000000 Penalty: 5980.141602
	Iteration 15Q: 3 clusters Score -2.069733e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 171456 members 
Entering Unmasked Estep 
Score: -20697460.000000 Penalty: 5980.141602
	Iteration 16Q: 3 clusters Score -2.069746e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 171497 members 
Entering Unmasked Estep 
Score: -20697484.000000 Penalty: 5980.141602
	Iteration 17Q: 3 clusters Score -2.069748e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 171515 members 
Entering Unmasked Estep 
Score: -20697540.000000 Penalty: 5980.141602
	Iteration 18Q: 3 clusters Score -2.069754e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 171543 members 
Entering Unmasked Estep 
Score: -20697570.000000 Penalty: 5980.141602
	Iteration 19Q: 3 clusters Score -2.069757e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 171560 members 
Entering Unmasked Estep 
Score: -20697570.000000 Penalty: 5980.141602
	Iteration 20F: 3 clusters Score -2.069757e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 171561 members 
Entering Unmasked Estep 
Score: -20697588.000000 Penalty: 5980.141602
	Iteration 21Q: 3 clusters Score -2.069759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 171562 members 
Entering Unmasked Estep 
Score: -20697592.000000 Penalty: 5980.141602
	Iteration 22Q: 3 clusters Score -2.069759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 171554 members 
Entering Unmasked Estep 
Score: -20697602.000000 Penalty: 5980.141602
	Iteration 23Q: 3 clusters Score -2.06976e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -20697610.000000 Penalty: 5980.141602
	Iteration 24Q: 3 clusters Score -2.069761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -20697620.000000 Penalty: 5980.141602
	Iteration 25Q: 3 clusters Score -2.069762e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -20697636.000000 Penalty: 5980.141602
	Iteration 26Q: 3 clusters Score -2.069764e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 171556 members 
Entering Unmasked Estep 
Score: -20697632.000000 Penalty: 5980.141602
	Iteration 27Q: 3 clusters Score -2.069763e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 171559 members 
Entering Unmasked Estep 
Score: -20697624.000000 Penalty: 5980.141602
	Iteration 28Q: 3 clusters Score -2.069762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 171559 members 
Entering Unmasked Estep 
Score: -20697626.000000 Penalty: 5980.141602
	Iteration 29Q: 3 clusters Score -2.069763e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 171559 members 
Entering Unmasked Estep 
Score: -20697632.000000 Penalty: 5980.141602
	Iteration 30Q: 3 clusters Score -2.069763e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 171560 members 
Entering Unmasked Estep 
Score: -20697640.000000 Penalty: 5980.141602
	Iteration 31Q: 3 clusters Score -2.069764e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 171560 members 
Entering Unmasked Estep 
Score: -20697640.000000 Penalty: 5980.141602
	Iteration 32F: 3 clusters Score -2.069764e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Entering Unmasked Estep 
Score: -272980.937500 Penalty: 1934.643555
	Iteration 0F: 2 clusters Score -272980.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -270057.625000 Penalty: 3869.287109
	Iteration 0F: 3 clusters Score -270057.6 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -270631.000000 Penalty: 3869.287109
	Iteration 1F: 3 clusters Score -270631 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -270782.812500 Penalty: 3869.287109
	Iteration 2F: 3 clusters Score -270782.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -270870.531250 Penalty: 3869.287109
	Iteration 3Q: 3 clusters Score -270870.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -270930.031250 Penalty: 3869.287109
	Iteration 4Q: 3 clusters Score -270930 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -270985.562500 Penalty: 3869.287109
	Iteration 5Q: 3 clusters Score -270985.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -271021.687500 Penalty: 3869.287109
	Iteration 6Q: 3 clusters Score -271021.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -271059.656250 Penalty: 3869.287109
	Iteration 7Q: 3 clusters Score -271059.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -271088.343750 Penalty: 3869.287109
	Iteration 8Q: 3 clusters Score -271088.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -271110.843750 Penalty: 3869.287109
	Iteration 9Q: 3 clusters Score -271110.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -271132.531250 Penalty: 3869.287109
	Iteration 10Q: 3 clusters Score -271132.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -271147.156250 Penalty: 3869.287109
	Iteration 11Q: 3 clusters Score -271147.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -271162.406250 Penalty: 3869.287109
	Iteration 12Q: 3 clusters Score -271162.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -271177.218750 Penalty: 3869.287109
	Iteration 13Q: 3 clusters Score -271177.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -271195.812500 Penalty: 3869.287109
	Iteration 14Q: 3 clusters Score -271195.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -271205.406250 Penalty: 3869.287109
	Iteration 15Q: 3 clusters Score -271205.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -271222.093750 Penalty: 3869.287109
	Iteration 16Q: 3 clusters Score -271222.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -271237.000000 Penalty: 3869.287109
	Iteration 17Q: 3 clusters Score -271237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -271248.937500 Penalty: 3869.287109
	Iteration 18Q: 3 clusters Score -271248.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -271259.250000 Penalty: 3869.287109
	Iteration 19Q: 3 clusters Score -271259.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -271268.375000 Penalty: 3869.287109
	Iteration 20F: 3 clusters Score -271268.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -271271.687500 Penalty: 3869.287109
	Iteration 21Q: 3 clusters Score -271271.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -271274.781250 Penalty: 3869.287109
	Iteration 22Q: 3 clusters Score -271274.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -271276.312500 Penalty: 3869.287109
	Iteration 23Q: 3 clusters Score -271276.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -271277.968750 Penalty: 3869.287109
	Iteration 24Q: 3 clusters Score -271278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -271281.750000 Penalty: 3869.287109
	Iteration 25Q: 3 clusters Score -271281.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -271283.968750 Penalty: 3869.287109
	Iteration 26Q: 3 clusters Score -271284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -271285.562500 Penalty: 3869.287109
	Iteration 27Q: 3 clusters Score -271285.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -271285.406250 Penalty: 3869.287109
	Iteration 28Q: 3 clusters Score -271285.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -271285.406250 Penalty: 3869.287109
	Iteration 29F: 3 clusters Score -271285.4 nChanged 0
--- Evaluating fit on full set of 2053200 points ---
Entering Unmasked Estep 
Score: -243498608.000000 Penalty: 43255.894531
24->13 Clusters: Score -243498608.000000, best is -243555984.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 684400 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 28707 members 
Mstep: Class 3 contains 28436 members 
Mstep: Class 4 contains 28199 members 
Mstep: Class 5 contains 28467 members 
Mstep: Class 6 contains 28701 members 
Mstep: Class 7 contains 28917 members 
Mstep: Class 8 contains 28714 members 
Mstep: Class 9 contains 28629 members 
Mstep: Class 10 contains 28364 members 
Mstep: Class 11 contains 28526 members 
Mstep: Class 12 contains 28449 members 
Mstep: Class 13 contains 28476 members 
Mstep: Class 14 contains 28497 members 
Mstep: Class 15 contains 28038 members 
Mstep: Class 16 contains 28338 members 
Mstep: Class 17 contains 28466 members 
Mstep: Class 18 contains 28343 members 
Mstep: Class 19 contains 28732 members 
Mstep: Class 20 contains 28449 members 
Mstep: Class 21 contains 28535 members 
Mstep: Class 22 contains 28706 members 
Mstep: Class 23 contains 28445 members 
Mstep: Class 24 contains 28724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 19. Lose 644.600220 but Gain 3332.203125
Score: -78835416.000000 Penalty: 76640.640625
Iteration 0F: 24 clusters Score -7.883542e+07 nChanged 651050
Entering Unmasked Mstep 
Mstep: Class 0 contains 208 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 66663 members 
Mstep: Class 3 contains 24889 members 
Mstep: Class 4 contains 18865 members 
Mstep: Class 5 contains 17690 members 
Mstep: Class 6 contains 30540 members 
Mstep: Class 7 contains 20016 members 
Mstep: Class 8 contains 16983 members 
Mstep: Class 9 contains 29738 members 
Mstep: Class 10 contains 26859 members 
Mstep: Class 11 contains 16304 members 
Mstep: Class 12 contains 12902 members 
Mstep: Class 13 contains 31390 members 
Mstep: Class 14 contains 52327 members 
Mstep: Class 15 contains 30943 members 
Mstep: Class 16 contains 33888 members 
Mstep: Class 17 contains 15637 members 
Mstep: Class 18 contains 18379 members 
Mstep: Class 20 contains 59680 members 
Mstep: Class 21 contains 39768 members 
Mstep: Class 22 contains 52378 members 
Mstep: Class 23 contains 29313 members 
Mstep: Class 24 contains 17598 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80218872.000000 Penalty: 76640.640625
Iteration 1F: 24 clusters Score -8.021887e+07 nChanged 209197
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 77873 members 
Mstep: Class 3 contains 20785 members 
Mstep: Class 4 contains 12867 members 
Mstep: Class 5 contains 19115 members 
Mstep: Class 6 contains 26176 members 
Mstep: Class 7 contains 16737 members 
Mstep: Class 8 contains 11476 members 
Mstep: Class 9 contains 31009 members 
Mstep: Class 10 contains 23378 members 
Mstep: Class 11 contains 12997 members 
Mstep: Class 12 contains 7594 members 
Mstep: Class 13 contains 37065 members 
Mstep: Class 14 contains 71581 members 
Mstep: Class 15 contains 20041 members 
Mstep: Class 16 contains 34293 members 
Mstep: Class 17 contains 11311 members 
Mstep: Class 18 contains 16536 members 
Mstep: Class 20 contains 66657 members 
Mstep: Class 21 contains 36098 members 
Mstep: Class 22 contains 68452 members 
Mstep: Class 23 contains 21372 members 
Mstep: Class 24 contains 20621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -80449360.000000 Penalty: 76640.640625
Iteration 2F: 24 clusters Score -8.044936e+07 nChanged 144175
Entering Unmasked Mstep 
Mstep: Class 0 contains 89 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 98795 members 
Mstep: Class 3 contains 15977 members 
Mstep: Class 4 contains 7712 members 
Mstep: Class 5 contains 18234 members 
Mstep: Class 6 contains 21558 members 
Mstep: Class 7 contains 13533 members 
Mstep: Class 8 contains 8221 members 
Mstep: Class 9 contains 28731 members 
Mstep: Class 10 contains 19095 members 
Mstep: Class 11 contains 9966 members 
Mstep: Class 12 contains 4231 members 
Mstep: Class 13 contains 35467 members 
Mstep: Class 14 contains 87092 members 
Mstep: Class 15 contains 12230 members 
Mstep: Class 16 contains 30632 members 
Mstep: Class 17 contains 8169 members 
Mstep: Class 18 contains 13717 members 
Mstep: Class 20 contains 75187 members 
Mstep: Class 21 contains 34198 members 
Mstep: Class 22 contains 87516 members 
Mstep: Class 23 contains 15511 members 
Mstep: Class 24 contains 19627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 12. Lose 2133.054199 but Gain 3332.203125
Score: -80572104.000000 Penalty: 73308.437500
Iteration 3F: 23 clusters Score -8.05721e+07 nChanged 117526
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 129189 members 
Mstep: Class 3 contains 11427 members 
Mstep: Class 4 contains 4321 members 
Mstep: Class 5 contains 15695 members 
Mstep: Class 6 contains 17089 members 
Mstep: Class 7 contains 10120 members 
Mstep: Class 8 contains 5741 members 
Mstep: Class 9 contains 23892 members 
Mstep: Class 10 contains 14048 members 
Mstep: Class 11 contains 6879 members 
Mstep: Class 13 contains 30436 members 
Mstep: Class 14 contains 100400 members 
Mstep: Class 15 contains 6906 members 
Mstep: Class 16 contains 25022 members 
Mstep: Class 17 contains 5441 members 
Mstep: Class 18 contains 11049 members 
Mstep: Class 20 contains 82936 members 
Mstep: Class 21 contains 30955 members 
Mstep: Class 22 contains 108147 members 
Mstep: Class 23 contains 10705 members 
Mstep: Class 24 contains 15990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 17. Lose 2915.227295 but Gain 3332.203125
Score: -80670248.000000 Penalty: 69976.234375
Iteration 4F: 22 clusters Score -8.067025e+07 nChanged 104331
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 167996 members 
Mstep: Class 3 contains 7527 members 
Mstep: Class 4 contains 2907 members 
Mstep: Class 5 contains 12077 members 
Mstep: Class 6 contains 13060 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 3831 members 
Mstep: Class 9 contains 17557 members 
Mstep: Class 10 contains 8925 members 
Mstep: Class 11 contains 4280 members 
Mstep: Class 13 contains 23719 members 
Mstep: Class 14 contains 109965 members 
Mstep: Class 15 contains 3557 members 
Mstep: Class 16 contains 18204 members 
Mstep: Class 18 contains 8976 members 
Mstep: Class 20 contains 86067 members 
Mstep: Class 21 contains 25577 members 
Mstep: Class 22 contains 127799 members 
Mstep: Class 23 contains 6616 members 
Mstep: Class 24 contains 11299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 15. Lose 1439.007812 but Gain 3332.195312
Score: -80757264.000000 Penalty: 66644.039062
Iteration 5F: 21 clusters Score -8.075726e+07 nChanged 93324
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 211701 members 
Mstep: Class 3 contains 4605 members 
Mstep: Class 4 contains 2468 members 
Mstep: Class 5 contains 8230 members 
Mstep: Class 6 contains 9490 members 
Mstep: Class 7 contains 3720 members 
Mstep: Class 8 contains 2479 members 
Mstep: Class 9 contains 11281 members 
Mstep: Class 10 contains 4920 members 
Mstep: Class 11 contains 2456 members 
Mstep: Class 13 contains 16660 members 
Mstep: Class 14 contains 112836 members 
Mstep: Class 16 contains 11615 members 
Mstep: Class 18 contains 7166 members 
Mstep: Class 20 contains 84819 members 
Mstep: Class 21 contains 18876 members 
Mstep: Class 22 contains 142115 members 
Mstep: Class 23 contains 3607 members 
Mstep: Class 24 contains 6876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1453.979248 but Gain 3332.207031
Score: -80827704.000000 Penalty: 63311.832031
Iteration 6F: 20 clusters Score -8.08277e+07 nChanged 84130
Entering Unmasked Mstep 
Mstep: Class 0 contains 14 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 256086 members 
Mstep: Class 3 contains 2701 members 
Mstep: Class 4 contains 2315 members 
Mstep: Class 5 contains 5122 members 
Mstep: Class 6 contains 6758 members 
Mstep: Class 7 contains 2023 members 
Mstep: Class 8 contains 1662 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 2428 members 
Mstep: Class 13 contains 11106 members 
Mstep: Class 14 contains 108914 members 
Mstep: Class 16 contains 6723 members 
Mstep: Class 18 contains 5475 members 
Mstep: Class 20 contains 79648 members 
Mstep: Class 21 contains 12663 members 
Mstep: Class 22 contains 149050 members 
Mstep: Class 23 contains 1818 members 
Mstep: Class 24 contains 3806 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 23. Lose 1112.062866 but Gain 3332.199219
Score: -80884480.000000 Penalty: 59979.632812
Iteration 7F: 19 clusters Score -8.088448e+07 nChanged 73132
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 292561 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 2283 members 
Mstep: Class 5 contains 3029 members 
Mstep: Class 6 contains 4817 members 
Mstep: Class 7 contains 1128 members 
Mstep: Class 8 contains 1170 members 
Mstep: Class 9 contains 3519 members 
Mstep: Class 10 contains 1197 members 
Mstep: Class 13 contains 7485 members 
Mstep: Class 14 contains 101415 members 
Mstep: Class 16 contains 3747 members 
Mstep: Class 18 contains 3947 members 
Mstep: Class 20 contains 74362 members 
Mstep: Class 21 contains 7893 members 
Mstep: Class 22 contains 151291 members 
Mstep: Class 24 contains 2077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 712.437622 but Gain 3332.203125
Score: -80929696.000000 Penalty: 56647.429688
Iteration 8F: 18 clusters Score -8.09297e+07 nChanged 61496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 316618 members 
Mstep: Class 3 contains 1102 members 
Mstep: Class 4 contains 2259 members 
Mstep: Class 5 contains 1881 members 
Mstep: Class 6 contains 3627 members 
Mstep: Class 7 contains 704 members 
Mstep: Class 8 contains 867 members 
Mstep: Class 9 contains 2095 members 
Mstep: Class 13 contains 5117 members 
Mstep: Class 14 contains 92966 members 
Mstep: Class 16 contains 2160 members 
Mstep: Class 18 contains 2805 members 
Mstep: Class 20 contains 69805 members 
Mstep: Class 21 contains 4870 members 
Mstep: Class 22 contains 154667 members 
Mstep: Class 24 contains 1273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 771.563049 but Gain 3332.203125
Score: -80958056.000000 Penalty: 53315.226562
Iteration 9F: 17 clusters Score -8.095806e+07 nChanged 53002
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 329736 members 
Mstep: Class 3 contains 795 members 
Mstep: Class 4 contains 2262 members 
Mstep: Class 5 contains 1257 members 
Mstep: Class 6 contains 2920 members 
Mstep: Class 8 contains 700 members 
Mstep: Class 9 contains 1401 members 
Mstep: Class 13 contains 3592 members 
Mstep: Class 14 contains 84190 members 
Mstep: Class 16 contains 1290 members 
Mstep: Class 18 contains 1940 members 
Mstep: Class 20 contains 66302 members 
Mstep: Class 21 contains 3049 members 
Mstep: Class 22 contains 162113 members 
Mstep: Class 24 contains 855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 24. Lose 797.383606 but Gain 3332.199219
Score: -80964824.000000 Penalty: 49983.027344
Iteration 10F: 16 clusters Score -8.096482e+07 nChanged 43341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 327925 members 
Mstep: Class 3 contains 658 members 
Mstep: Class 4 contains 2243 members 
Mstep: Class 5 contains 954 members 
Mstep: Class 6 contains 2531 members 
Mstep: Class 8 contains 613 members 
Mstep: Class 9 contains 1069 members 
Mstep: Class 13 contains 2646 members 
Mstep: Class 14 contains 76495 members 
Mstep: Class 16 contains 886 members 
Mstep: Class 18 contains 1380 members 
Mstep: Class 20 contains 64552 members 
Mstep: Class 21 contains 2104 members 
Mstep: Class 22 contains 178066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 853.932617 but Gain 3332.203125
Score: -80984872.000000 Penalty: 46650.824219
Iteration 11F: 15 clusters Score -8.098487e+07 nChanged 36412
Entering Unmasked Mstep 
Mstep: Class 0 contains 12 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 318106 members 
Mstep: Class 3 contains 591 members 
Mstep: Class 4 contains 2218 members 
Mstep: Class 5 contains 801 members 
Mstep: Class 6 contains 2334 members 
Mstep: Class 8 contains 543 members 
Mstep: Class 9 contains 877 members 
Mstep: Class 13 contains 2038 members 
Mstep: Class 14 contains 68896 members 
Mstep: Class 18 contains 1017 members 
Mstep: Class 20 contains 63300 members 
Mstep: Class 21 contains 1590 members 
Mstep: Class 22 contains 199624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 874.943359 but Gain 3332.203125
Score: -81007736.000000 Penalty: 43318.621094
Iteration 12F: 14 clusters Score -8.100774e+07 nChanged 33761
Entering Unmasked Mstep 
Mstep: Class 0 contains 11 members 
Mstep: Class 1 contains 22695 members 
Mstep: Class 2 contains 304295 members 
Mstep: Class 4 contains 2182 members 
Mstep: Class 5 contains 715 members 
Mstep: Class 6 contains 2240 members 
Mstep: Class 8 contains 507 members 
Mstep: Class 9 contains 765 members 
Mstep: Class 13 contains 1677 members 
Mstep: Class 14 contains 61158 members 
Mstep: Class 18 contains 815 members 
Mstep: Class 20 contains 61991 members 
Mstep: Class 21 contains 1303 members 
Mstep: Class 22 contains 224046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 8. Lose 905.318115 but Gain 3332.199219
Score: -81026048.000000 Penalty: 39986.421875
Iteration 13Q: 13 clusters Score -8.102605e+07 nChanged 32095
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 289756 members 
Mstep: Class 4 contains 2181 members 
Mstep: Class 5 contains 662 members 
Mstep: Class 6 contains 2221 members 
Mstep: Class 9 contains 696 members 
Mstep: Class 13 contains 1432 members 
Mstep: Class 14 contains 54438 members 
Mstep: Class 18 contains 692 members 
Mstep: Class 20 contains 60615 members 
Mstep: Class 21 contains 1119 members 
Mstep: Class 22 contains 247800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 5. Lose 932.935364 but Gain 3332.203125
Score: -81034768.000000 Penalty: 36654.218750
Iteration 14Q: 12 clusters Score -8.103477e+07 nChanged 28037
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 277574 members 
Mstep: Class 4 contains 2164 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 9 contains 631 members 
Mstep: Class 13 contains 1261 members 
Mstep: Class 14 contains 49182 members 
Mstep: Class 18 contains 627 members 
Mstep: Class 20 contains 59507 members 
Mstep: Class 21 contains 1012 members 
Mstep: Class 22 contains 267369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 964.132141 but Gain 3332.199219
Score: -81040136.000000 Penalty: 33322.019531
Iteration 15Q: 11 clusters Score -8.104014e+07 nChanged 23388
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 268005 members 
Mstep: Class 4 contains 2140 members 
Mstep: Class 6 contains 2201 members 
Mstep: Class 13 contains 1150 members 
Mstep: Class 14 contains 45306 members 
Mstep: Class 18 contains 573 members 
Mstep: Class 20 contains 58580 members 
Mstep: Class 21 contains 953 members 
Mstep: Class 22 contains 282512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 987.712646 but Gain 3332.203125
Score: -81044736.000000 Penalty: 29989.816406
Iteration 16Q: 10 clusters Score -8.104474e+07 nChanged 19253
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23230 members 
Mstep: Class 2 contains 261360 members 
Mstep: Class 4 contains 2125 members 
Mstep: Class 6 contains 2209 members 
Mstep: Class 13 contains 1062 members 
Mstep: Class 14 contains 42864 members 
Mstep: Class 20 contains 57824 members 
Mstep: Class 21 contains 918 members 
Mstep: Class 22 contains 292798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1451.191650 but Gain 3332.203125
Score: -81052136.000000 Penalty: 26657.613281
Iteration 17Q: 9 clusters Score -8.105214e+07 nChanged 17875
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23189 members 
Mstep: Class 2 contains 256206 members 
Mstep: Class 4 contains 2105 members 
Mstep: Class 6 contains 2204 members 
Mstep: Class 13 contains 982 members 
Mstep: Class 14 contains 40530 members 
Mstep: Class 20 contains 57204 members 
Mstep: Class 22 contains 301970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 1391.678101 but Gain 3332.201172
Score: -81057440.000000 Penalty: 23325.412109
Iteration 18Q: 8 clusters Score -8.105744e+07 nChanged 18216
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 23152 members 
Mstep: Class 2 contains 250988 members 
Mstep: Class 4 contains 2094 members 
Mstep: Class 6 contains 2197 members 
Mstep: Class 14 contains 38481 members 
Mstep: Class 20 contains 56662 members 
Mstep: Class 22 contains 310816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81056896.000000 Penalty: 23325.412109
Iteration 19Q: 8 clusters Score -8.10569e+07 nChanged 18123
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 248224 members 
Mstep: Class 4 contains 2081 members 
Mstep: Class 6 contains 2167 members 
Mstep: Class 14 contains 36162 members 
Mstep: Class 20 contains 56150 members 
Mstep: Class 22 contains 316694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81053496.000000 Penalty: 23325.412109
Iteration 20F: 8 clusters Score -8.10535e+07 nChanged 18122
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 249186 members 
Mstep: Class 4 contains 2068 members 
Mstep: Class 6 contains 2152 members 
Mstep: Class 14 contains 34244 members 
Mstep: Class 20 contains 55617 members 
Mstep: Class 22 contains 318370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81052112.000000 Penalty: 23325.412109
Iteration 21Q: 8 clusters Score -8.105211e+07 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 253689 members 
Mstep: Class 4 contains 2059 members 
Mstep: Class 6 contains 2137 members 
Mstep: Class 14 contains 33049 members 
Mstep: Class 20 contains 55186 members 
Mstep: Class 22 contains 315644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81055808.000000 Penalty: 23325.412109
Iteration 22Q: 8 clusters Score -8.105581e+07 nChanged 13609
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 260154 members 
Mstep: Class 4 contains 2052 members 
Mstep: Class 6 contains 2118 members 
Mstep: Class 14 contains 32330 members 
Mstep: Class 20 contains 54772 members 
Mstep: Class 22 contains 310430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81060336.000000 Penalty: 23325.412109
Iteration 23Q: 8 clusters Score -8.106034e+07 nChanged 11374
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 267418 members 
Mstep: Class 4 contains 2050 members 
Mstep: Class 6 contains 2095 members 
Mstep: Class 14 contains 31968 members 
Mstep: Class 20 contains 54443 members 
Mstep: Class 22 contains 303957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81063544.000000 Penalty: 23325.412109
Iteration 24Q: 8 clusters Score -8.106354e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22391 members 
Mstep: Class 2 contains 274625 members 
Mstep: Class 4 contains 2039 members 
Mstep: Class 6 contains 2102 members 
Mstep: Class 14 contains 31849 members 
Mstep: Class 20 contains 54242 members 
Mstep: Class 22 contains 297142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81063312.000000 Penalty: 23325.412109
Iteration 25Q: 8 clusters Score -8.106331e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 282047 members 
Mstep: Class 4 contains 2035 members 
Mstep: Class 6 contains 2106 members 
Mstep: Class 14 contains 31959 members 
Mstep: Class 20 contains 54144 members 
Mstep: Class 22 contains 289728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81064616.000000 Penalty: 23325.412109
Iteration 26Q: 8 clusters Score -8.106462e+07 nChanged 10363
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 290123 members 
Mstep: Class 4 contains 2033 members 
Mstep: Class 6 contains 2115 members 
Mstep: Class 14 contains 32277 members 
Mstep: Class 20 contains 54150 members 
Mstep: Class 22 contains 281268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81064832.000000 Penalty: 23325.412109
Iteration 27Q: 8 clusters Score -8.106483e+07 nChanged 12216
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 299564 members 
Mstep: Class 4 contains 2024 members 
Mstep: Class 6 contains 2109 members 
Mstep: Class 14 contains 32636 members 
Mstep: Class 20 contains 54123 members 
Mstep: Class 22 contains 271486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81065752.000000 Penalty: 23325.412109
Iteration 28Q: 8 clusters Score -8.106575e+07 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 310082 members 
Mstep: Class 4 contains 2018 members 
Mstep: Class 6 contains 2097 members 
Mstep: Class 14 contains 32867 members 
Mstep: Class 20 contains 54114 members 
Mstep: Class 22 contains 260798 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81063296.000000 Penalty: 23325.412109
Iteration 29Q: 8 clusters Score -8.10633e+07 nChanged 15900
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 320451 members 
Mstep: Class 4 contains 2009 members 
Mstep: Class 6 contains 2065 members 
Mstep: Class 14 contains 32885 members 
Mstep: Class 20 contains 54311 members 
Mstep: Class 22 contains 250323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81054728.000000 Penalty: 23325.412109
Iteration 30Q: 8 clusters Score -8.105473e+07 nChanged 17369
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 328324 members 
Mstep: Class 4 contains 2006 members 
Mstep: Class 6 contains 2043 members 
Mstep: Class 14 contains 32946 members 
Mstep: Class 20 contains 54718 members 
Mstep: Class 22 contains 242059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81043240.000000 Penalty: 23325.412109
Iteration 31Q: 8 clusters Score -8.104324e+07 nChanged 16341
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 332778 members 
Mstep: Class 4 contains 1994 members 
Mstep: Class 6 contains 2030 members 
Mstep: Class 14 contains 33238 members 
Mstep: Class 20 contains 55327 members 
Mstep: Class 22 contains 236745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81033336.000000 Penalty: 23325.412109
Iteration 32Q: 8 clusters Score -8.103334e+07 nChanged 13963
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 333617 members 
Mstep: Class 4 contains 1983 members 
Mstep: Class 6 contains 2013 members 
Mstep: Class 14 contains 33853 members 
Mstep: Class 20 contains 55937 members 
Mstep: Class 22 contains 234713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029128.000000 Penalty: 23325.412109
Iteration 33Q: 8 clusters Score -8.102913e+07 nChanged 11846
Entering Unmasked Mstep 
Mstep: Class 0 contains 10 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 332845 members 
Mstep: Class 4 contains 1970 members 
Mstep: Class 6 contains 2009 members 
Mstep: Class 14 contains 34635 members 
Mstep: Class 20 contains 56440 members 
Mstep: Class 22 contains 234224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028112.000000 Penalty: 23325.412109
Iteration 34Q: 8 clusters Score -8.102811e+07 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 331863 members 
Mstep: Class 4 contains 1972 members 
Mstep: Class 6 contains 2010 members 
Mstep: Class 14 contains 35518 members 
Mstep: Class 20 contains 56719 members 
Mstep: Class 22 contains 234027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81027824.000000 Penalty: 23325.412109
Iteration 35Q: 8 clusters Score -8.102782e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22279 members 
Mstep: Class 2 contains 330810 members 
Mstep: Class 4 contains 1957 members 
Mstep: Class 6 contains 2008 members 
Mstep: Class 14 contains 36461 members 
Mstep: Class 20 contains 56899 members 
Mstep: Class 22 contains 233977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81028536.000000 Penalty: 23325.412109
Iteration 36Q: 8 clusters Score -8.102854e+07 nChanged 8163
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 329931 members 
Mstep: Class 4 contains 1951 members 
Mstep: Class 6 contains 2006 members 
Mstep: Class 14 contains 37518 members 
Mstep: Class 20 contains 56983 members 
Mstep: Class 22 contains 233759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029048.000000 Penalty: 23325.412109
Iteration 37Q: 8 clusters Score -8.102905e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 329005 members 
Mstep: Class 4 contains 1947 members 
Mstep: Class 6 contains 2007 members 
Mstep: Class 14 contains 38736 members 
Mstep: Class 20 contains 57024 members 
Mstep: Class 22 contains 233462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81029344.000000 Penalty: 23325.412109
Iteration 38Q: 8 clusters Score -8.102934e+07 nChanged 6860
Entering ConstructFrom: 
Score: -81029344.000000 Penalty: 23325.412109
Entering ConstructFrom: 
Trying to split cluster 1 (22170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Entering Unmasked Estep 
Score: -2666787.250000 Penalty: 2481.610840
	Iteration 0F: 2 clusters Score -2666787 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -2651277.750000 Penalty: 4963.221680
	Iteration 0F: 3 clusters Score -2651278 nChanged 9771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 11655 members 
Entering Unmasked Estep 
Score: -2656535.000000 Penalty: 4963.221680
	Iteration 1F: 3 clusters Score -2656535 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2657051.250000 Penalty: 4963.221680
	Iteration 2F: 3 clusters Score -2657051 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2657489.750000 Penalty: 4963.221680
	Iteration 3Q: 3 clusters Score -2657490 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -2657945.750000 Penalty: 4963.221680
	Iteration 4Q: 3 clusters Score -2657946 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -2658499.750000 Penalty: 4963.221680
	Iteration 5Q: 3 clusters Score -2658500 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -2659186.000000 Penalty: 4963.221680
	Iteration 6F: 3 clusters Score -2659186 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2660024.250000 Penalty: 4963.221680
	Iteration 7F: 3 clusters Score -2660024 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2660952.250000 Penalty: 4963.221680
	Iteration 8F: 3 clusters Score -2660952 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -2661948.500000 Penalty: 4963.221680
	Iteration 9F: 3 clusters Score -2661948 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2662949.250000 Penalty: 4963.221680
	Iteration 10F: 3 clusters Score -2662949 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -2663728.750000 Penalty: 4963.221680
	Iteration 11Q: 3 clusters Score -2663729 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2664254.750000 Penalty: 4963.221680
	Iteration 12Q: 3 clusters Score -2664255 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -2664537.000000 Penalty: 4963.221680
	Iteration 13Q: 3 clusters Score -2664537 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2664682.000000 Penalty: 4963.221680
	Iteration 14Q: 3 clusters Score -2664682 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -2664767.750000 Penalty: 4963.221680
	Iteration 15Q: 3 clusters Score -2664768 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -2664822.750000 Penalty: 4963.221680
	Iteration 16Q: 3 clusters Score -2664823 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -2664865.500000 Penalty: 4963.221680
	Iteration 17Q: 3 clusters Score -2664866 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2664886.000000 Penalty: 4963.221680
	Iteration 18Q: 3 clusters Score -2664886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -2664900.750000 Penalty: 4963.221680
	Iteration 19Q: 3 clusters Score -2664901 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2664914.250000 Penalty: 4963.221680
	Iteration 20F: 3 clusters Score -2664914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -2664921.250000 Penalty: 4963.221680
	Iteration 21Q: 3 clusters Score -2664921 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -2664929.000000 Penalty: 4963.221680
	Iteration 22Q: 3 clusters Score -2664929 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 21570 members 
Entering Unmasked Estep 
Score: -2664938.000000 Penalty: 4963.221680
	Iteration 23Q: 3 clusters Score -2664938 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -2664944.750000 Penalty: 4963.221680
	Iteration 24Q: 3 clusters Score -2664945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -2664948.750000 Penalty: 4963.221680
	Iteration 25Q: 3 clusters Score -2664949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21586 members 
Entering Unmasked Estep 
Score: -2664951.750000 Penalty: 4963.221680
	Iteration 26Q: 3 clusters Score -2664952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2664955.750000 Penalty: 4963.221680
	Iteration 27Q: 3 clusters Score -2664956 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2664963.750000 Penalty: 4963.221680
	Iteration 28Q: 3 clusters Score -2664964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2664971.750000 Penalty: 4963.221680
	Iteration 29Q: 3 clusters Score -2664972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -2664974.750000 Penalty: 4963.221680
	Iteration 30Q: 3 clusters Score -2664975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2664984.000000 Penalty: 4963.221680
	Iteration 31Q: 3 clusters Score -2664984 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -2664990.500000 Penalty: 4963.221680
	Iteration 32Q: 3 clusters Score -2664990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2664995.500000 Penalty: 4963.221680
	Iteration 33Q: 3 clusters Score -2664996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2665004.250000 Penalty: 4963.221680
	Iteration 34Q: 3 clusters Score -2665004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2665004.250000 Penalty: 4963.221680
	Iteration 35F: 3 clusters Score -2665004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (328131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328131 members 
Entering Unmasked Estep 
Score: -39214444.000000 Penalty: 3149.889648
	Iteration 0F: 2 clusters Score -3.921444e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164586 members 
Mstep: Class 2 contains 163545 members 
Entering Unmasked Estep 
Score: -39051916.000000 Penalty: 6299.779297
	Iteration 0F: 3 clusters Score -3.905192e+07 nChanged 159395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173959 members 
Mstep: Class 2 contains 154172 members 
Entering Unmasked Estep 
Score: -39148856.000000 Penalty: 6299.779297
	Iteration 1F: 3 clusters Score -3.914886e+07 nChanged 12096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180321 members 
Mstep: Class 2 contains 147810 members 
Entering Unmasked Estep 
Score: -39152088.000000 Penalty: 6299.779297
	Iteration 2Q: 3 clusters Score -3.915209e+07 nChanged 15663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189580 members 
Mstep: Class 2 contains 138551 members 
Entering Unmasked Estep 
Score: -39157200.000000 Penalty: 6299.779297
	Iteration 3Q: 3 clusters Score -3.91572e+07 nChanged 19442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201884 members 
Mstep: Class 2 contains 126247 members 
Entering Unmasked Estep 
Score: -39165328.000000 Penalty: 6299.779297
	Iteration 4F: 3 clusters Score -3.916533e+07 nChanged 22922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215892 members 
Mstep: Class 2 contains 112239 members 
Entering Unmasked Estep 
Score: -39177396.000000 Penalty: 6299.779297
	Iteration 5F: 3 clusters Score -3.91774e+07 nChanged 23873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227913 members 
Mstep: Class 2 contains 100218 members 
Entering Unmasked Estep 
Score: -39193192.000000 Penalty: 6299.779297
	Iteration 6F: 3 clusters Score -3.919319e+07 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233700 members 
Mstep: Class 2 contains 94431 members 
Entering Unmasked Estep 
Score: -39209920.000000 Penalty: 6299.779297
	Iteration 7F: 3 clusters Score -3.920992e+07 nChanged 18696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233000 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -39219908.000000 Penalty: 6299.779297
	Iteration 8F: 3 clusters Score -3.921991e+07 nChanged 12438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229730 members 
Mstep: Class 2 contains 98401 members 
Entering Unmasked Estep 
Score: -39223132.000000 Penalty: 6299.779297
	Iteration 9Q: 3 clusters Score -3.922313e+07 nChanged 7556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226196 members 
Mstep: Class 2 contains 101935 members 
Entering Unmasked Estep 
Score: -39224716.000000 Penalty: 6299.779297
	Iteration 10Q: 3 clusters Score -3.922472e+07 nChanged 5677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222737 members 
Mstep: Class 2 contains 105394 members 
Entering Unmasked Estep 
Score: -39225792.000000 Penalty: 6299.779297
	Iteration 11Q: 3 clusters Score -3.922579e+07 nChanged 5223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219256 members 
Mstep: Class 2 contains 108875 members 
Entering Unmasked Estep 
Score: -39227384.000000 Penalty: 6299.779297
	Iteration 12Q: 3 clusters Score -3.922738e+07 nChanged 5046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215852 members 
Mstep: Class 2 contains 112279 members 
Entering Unmasked Estep 
Score: -39228832.000000 Penalty: 6299.779297
	Iteration 13Q: 3 clusters Score -3.922883e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212734 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -39230336.000000 Penalty: 6299.779297
	Iteration 14Q: 3 clusters Score -3.923034e+07 nChanged 4814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209838 members 
Mstep: Class 2 contains 118293 members 
Entering Unmasked Estep 
Score: -39231788.000000 Penalty: 6299.779297
	Iteration 15Q: 3 clusters Score -3.923179e+07 nChanged 4819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207013 members 
Mstep: Class 2 contains 121118 members 
Entering Unmasked Estep 
Score: -39233136.000000 Penalty: 6299.779297
	Iteration 16Q: 3 clusters Score -3.923314e+07 nChanged 4683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204272 members 
Mstep: Class 2 contains 123859 members 
Entering Unmasked Estep 
Score: -39234584.000000 Penalty: 6299.779297
	Iteration 17Q: 3 clusters Score -3.923458e+07 nChanged 4457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201717 members 
Mstep: Class 2 contains 126414 members 
Entering Unmasked Estep 
Score: -39235888.000000 Penalty: 6299.779297
	Iteration 18Q: 3 clusters Score -3.923589e+07 nChanged 4355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199198 members 
Mstep: Class 2 contains 128933 members 
Entering Unmasked Estep 
Score: -39237004.000000 Penalty: 6299.779297
	Iteration 19Q: 3 clusters Score -3.9237e+07 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196872 members 
Mstep: Class 2 contains 131259 members 
Entering Unmasked Estep 
Score: -39237988.000000 Penalty: 6299.779297
	Iteration 20F: 3 clusters Score -3.923799e+07 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194584 members 
Mstep: Class 2 contains 133547 members 
Entering Unmasked Estep 
Score: -39238868.000000 Penalty: 6299.779297
	Iteration 21Q: 3 clusters Score -3.923887e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192387 members 
Mstep: Class 2 contains 135744 members 
Entering Unmasked Estep 
Score: -39239884.000000 Penalty: 6299.779297
	Iteration 22Q: 3 clusters Score -3.923988e+07 nChanged 3441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190258 members 
Mstep: Class 2 contains 137873 members 
Entering Unmasked Estep 
Score: -39240548.000000 Penalty: 6299.779297
	Iteration 23Q: 3 clusters Score -3.924055e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188249 members 
Mstep: Class 2 contains 139882 members 
Entering Unmasked Estep 
Score: -39241340.000000 Penalty: 6299.779297
	Iteration 24Q: 3 clusters Score -3.924134e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186358 members 
Mstep: Class 2 contains 141773 members 
Entering Unmasked Estep 
Score: -39241964.000000 Penalty: 6299.779297
	Iteration 25Q: 3 clusters Score -3.924196e+07 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184437 members 
Mstep: Class 2 contains 143694 members 
Entering Unmasked Estep 
Score: -39242328.000000 Penalty: 6299.779297
	Iteration 26Q: 3 clusters Score -3.924233e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182395 members 
Mstep: Class 2 contains 145736 members 
Entering Unmasked Estep 
Score: -39242604.000000 Penalty: 6299.779297
	Iteration 27Q: 3 clusters Score -3.92426e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180394 members 
Mstep: Class 2 contains 147737 members 
Entering Unmasked Estep 
Score: -39242952.000000 Penalty: 6299.779297
	Iteration 28Q: 3 clusters Score -3.924295e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178386 members 
Mstep: Class 2 contains 149745 members 
Entering Unmasked Estep 
Score: -39243120.000000 Penalty: 6299.779297
	Iteration 29Q: 3 clusters Score -3.924312e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176572 members 
Mstep: Class 2 contains 151559 members 
Entering Unmasked Estep 
Score: -39243336.000000 Penalty: 6299.779297
	Iteration 30Q: 3 clusters Score -3.924334e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174766 members 
Mstep: Class 2 contains 153365 members 
Entering Unmasked Estep 
Score: -39243564.000000 Penalty: 6299.779297
	Iteration 31Q: 3 clusters Score -3.924356e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173059 members 
Mstep: Class 2 contains 155072 members 
Entering Unmasked Estep 
Score: -39243844.000000 Penalty: 6299.779297
	Iteration 32Q: 3 clusters Score -3.924384e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171411 members 
Mstep: Class 2 contains 156720 members 
Entering Unmasked Estep 
Score: -39243876.000000 Penalty: 6299.779297
	Iteration 33Q: 3 clusters Score -3.924388e+07 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169802 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -39244200.000000 Penalty: 6299.779297
	Iteration 34Q: 3 clusters Score -3.92442e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168182 members 
Mstep: Class 2 contains 159949 members 
Entering Unmasked Estep 
Score: -39244260.000000 Penalty: 6299.779297
	Iteration 35Q: 3 clusters Score -3.924426e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166647 members 
Mstep: Class 2 contains 161484 members 
Entering Unmasked Estep 
Score: -39244200.000000 Penalty: 6299.779297
	Iteration 36Q: 3 clusters Score -3.92442e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165204 members 
Mstep: Class 2 contains 162927 members 
Entering Unmasked Estep 
Score: -39244152.000000 Penalty: 6299.779297
	Iteration 37Q: 3 clusters Score -3.924415e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 164266 members 
Entering Unmasked Estep 
Score: -39244068.000000 Penalty: 6299.779297
	Iteration 38Q: 3 clusters Score -3.924407e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162694 members 
Mstep: Class 2 contains 165437 members 
Entering Unmasked Estep 
Score: -39244052.000000 Penalty: 6299.779297
	Iteration 39Q: 3 clusters Score -3.924405e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 166540 members 
Entering Unmasked Estep 
Score: -39244000.000000 Penalty: 6299.779297
	Iteration 40F: 3 clusters Score -3.9244e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160649 members 
Mstep: Class 2 contains 167482 members 
Entering Unmasked Estep 
Score: -39244008.000000 Penalty: 6299.779297
	Iteration 41Q: 3 clusters Score -3.924401e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159776 members 
Mstep: Class 2 contains 168355 members 
Entering Unmasked Estep 
Score: -39243936.000000 Penalty: 6299.779297
	Iteration 42Q: 3 clusters Score -3.924394e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158929 members 
Mstep: Class 2 contains 169202 members 
Entering Unmasked Estep 
Score: -39244040.000000 Penalty: 6299.779297
	Iteration 43Q: 3 clusters Score -3.924404e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158175 members 
Mstep: Class 2 contains 169956 members 
Entering Unmasked Estep 
Score: -39243964.000000 Penalty: 6299.779297
	Iteration 44Q: 3 clusters Score -3.924396e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157675 members 
Mstep: Class 2 contains 170456 members 
Entering Unmasked Estep 
Score: -39243980.000000 Penalty: 6299.779297
	Iteration 45Q: 3 clusters Score -3.924398e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157211 members 
Mstep: Class 2 contains 170920 members 
Entering Unmasked Estep 
Score: -39244024.000000 Penalty: 6299.779297
	Iteration 46Q: 3 clusters Score -3.924402e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156835 members 
Mstep: Class 2 contains 171296 members 
Entering Unmasked Estep 
Score: -39244052.000000 Penalty: 6299.779297
	Iteration 47Q: 3 clusters Score -3.924405e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156593 members 
Mstep: Class 2 contains 171538 members 
Entering Unmasked Estep 
Score: -39244088.000000 Penalty: 6299.779297
	Iteration 48Q: 3 clusters Score -3.924409e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156440 members 
Mstep: Class 2 contains 171691 members 
Entering Unmasked Estep 
Score: -39244056.000000 Penalty: 6299.779297
	Iteration 49Q: 3 clusters Score -3.924406e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156280 members 
Mstep: Class 2 contains 171851 members 
Entering Unmasked Estep 
Score: -39243992.000000 Penalty: 6299.779297
	Iteration 50Q: 3 clusters Score -3.924399e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156167 members 
Mstep: Class 2 contains 171964 members 
Entering Unmasked Estep 
Score: -39243984.000000 Penalty: 6299.779297
	Iteration 51Q: 3 clusters Score -3.924398e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156081 members 
Mstep: Class 2 contains 172050 members 
Entering Unmasked Estep 
Score: -39243948.000000 Penalty: 6299.779297
	Iteration 52Q: 3 clusters Score -3.924395e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156057 members 
Mstep: Class 2 contains 172074 members 
Entering Unmasked Estep 
Score: -39243960.000000 Penalty: 6299.779297
	Iteration 53Q: 3 clusters Score -3.924396e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156036 members 
Mstep: Class 2 contains 172095 members 
Entering Unmasked Estep 
Score: -39243964.000000 Penalty: 6299.779297
	Iteration 54Q: 3 clusters Score -3.924396e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155997 members 
Mstep: Class 2 contains 172134 members 
Entering Unmasked Estep 
Score: -39243924.000000 Penalty: 6299.779297
	Iteration 55Q: 3 clusters Score -3.924392e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155995 members 
Mstep: Class 2 contains 172136 members 
Entering Unmasked Estep 
Score: -39243924.000000 Penalty: 6299.779297
	Iteration 56Q: 3 clusters Score -3.924392e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155989 members 
Mstep: Class 2 contains 172142 members 
Entering Unmasked Estep 
Score: -39243988.000000 Penalty: 6299.779297
	Iteration 57Q: 3 clusters Score -3.924399e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155996 members 
Mstep: Class 2 contains 172135 members 
Entering Unmasked Estep 
Score: -39243988.000000 Penalty: 6299.779297
	Iteration 58Q: 3 clusters Score -3.924399e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156000 members 
Mstep: Class 2 contains 172131 members 
Entering Unmasked Estep 
Score: -39244000.000000 Penalty: 6299.779297
	Iteration 59Q: 3 clusters Score -3.9244e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156005 members 
Mstep: Class 2 contains 172126 members 
Entering Unmasked Estep 
Score: -39243984.000000 Penalty: 6299.779297
	Iteration 60F: 3 clusters Score -3.924398e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156022 members 
Mstep: Class 2 contains 172109 members 
Entering Unmasked Estep 
Score: -39243984.000000 Penalty: 6299.779297
	Iteration 61Q: 3 clusters Score -3.924398e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156033 members 
Mstep: Class 2 contains 172098 members 
Entering Unmasked Estep 
Score: -39243984.000000 Penalty: 6299.779297
	Iteration 62Q: 3 clusters Score -3.924398e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156041 members 
Mstep: Class 2 contains 172090 members 
Entering Unmasked Estep 
Score: -39243980.000000 Penalty: 6299.779297
	Iteration 63Q: 3 clusters Score -3.924398e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156046 members 
Mstep: Class 2 contains 172085 members 
Entering Unmasked Estep 
Score: -39244032.000000 Penalty: 6299.779297
	Iteration 64Q: 3 clusters Score -3.924403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156052 members 
Mstep: Class 2 contains 172079 members 
Entering Unmasked Estep 
Score: -39244024.000000 Penalty: 6299.779297
	Iteration 65Q: 3 clusters Score -3.924402e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156058 members 
Mstep: Class 2 contains 172073 members 
Entering Unmasked Estep 
Score: -39244024.000000 Penalty: 6299.779297
	Iteration 66Q: 3 clusters Score -3.924402e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156061 members 
Mstep: Class 2 contains 172070 members 
Entering Unmasked Estep 
Score: -39244024.000000 Penalty: 6299.779297
	Iteration 67Q: 3 clusters Score -3.924402e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156073 members 
Mstep: Class 2 contains 172058 members 
Entering Unmasked Estep 
Score: -39244044.000000 Penalty: 6299.779297
	Iteration 68Q: 3 clusters Score -3.924404e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 172057 members 
Entering Unmasked Estep 
Score: -39244052.000000 Penalty: 6299.779297
	Iteration 69Q: 3 clusters Score -3.924405e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -39244060.000000 Penalty: 6299.779297
	Iteration 70Q: 3 clusters Score -3.924406e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 172051 members 
Entering Unmasked Estep 
Score: -39244012.000000 Penalty: 6299.779297
	Iteration 71Q: 3 clusters Score -3.924401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156078 members 
Mstep: Class 2 contains 172053 members 
Entering Unmasked Estep 
Score: -39244020.000000 Penalty: 6299.779297
	Iteration 72Q: 3 clusters Score -3.924402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 172051 members 
Entering Unmasked Estep 
Score: -39244028.000000 Penalty: 6299.779297
	Iteration 73Q: 3 clusters Score -3.924403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156076 members 
Mstep: Class 2 contains 172055 members 
Entering Unmasked Estep 
Score: -39244040.000000 Penalty: 6299.779297
	Iteration 74Q: 3 clusters Score -3.924404e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156076 members 
Mstep: Class 2 contains 172055 members 
Entering Unmasked Estep 
Score: -39244052.000000 Penalty: 6299.779297
	Iteration 75Q: 3 clusters Score -3.924405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -39244064.000000 Penalty: 6299.779297
	Iteration 76Q: 3 clusters Score -3.924406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -39244060.000000 Penalty: 6299.779297
	Iteration 77Q: 3 clusters Score -3.924406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156077 members 
Mstep: Class 2 contains 172054 members 
Entering Unmasked Estep 
Score: -39244064.000000 Penalty: 6299.779297
	Iteration 78Q: 3 clusters Score -3.924406e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156078 members 
Mstep: Class 2 contains 172053 members 
Entering Unmasked Estep 
Score: -39244056.000000 Penalty: 6299.779297
	Iteration 79Q: 3 clusters Score -3.924406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156080 members 
Mstep: Class 2 contains 172051 members 
Entering Unmasked Estep 
Score: -39244060.000000 Penalty: 6299.779297
	Iteration 80F: 3 clusters Score -3.924406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156084 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -39244056.000000 Penalty: 6299.779297
	Iteration 81Q: 3 clusters Score -3.924406e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156085 members 
Mstep: Class 2 contains 172046 members 
Entering Unmasked Estep 
Score: -39244060.000000 Penalty: 6299.779297
	Iteration 82Q: 3 clusters Score -3.924406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156083 members 
Mstep: Class 2 contains 172048 members 
Entering Unmasked Estep 
Score: -39244028.000000 Penalty: 6299.779297
	Iteration 83Q: 3 clusters Score -3.924403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156084 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -39244052.000000 Penalty: 6299.779297
	Iteration 84Q: 3 clusters Score -3.924405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156084 members 
Mstep: Class 2 contains 172047 members 
Entering Unmasked Estep 
Score: -39244052.000000 Penalty: 6299.779297
	Iteration 85F: 3 clusters Score -3.924405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 156084 members 
Mstep: Class 3 contains 172047 members 
Mstep: Class 4 contains 1944 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 14 contains 39930 members 
Mstep: Class 20 contains 57061 members 
Mstep: Class 22 contains 233139 members 
Entering Unmasked Estep 
Score: -81059792.000000 Penalty: 26657.613281
Splitting cluster 2 changes total score from -81029344.000000 to -81059792.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 4 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -207911.968750 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -207912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -205475.437500 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -205475.4 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -206227.562500 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -206227.6 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -206523.359375 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -206523.4 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -206878.468750 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -206878.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -207249.875000 Penalty: 3755.961426
	Iteration 4F: 3 clusters Score -207249.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -207708.375000 Penalty: 3755.961426
	Iteration 5F: 3 clusters Score -207708.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -208188.062500 Penalty: 3755.961426
	Iteration 6F: 3 clusters Score -208188.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -208360.734375 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -208360.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -208413.765625 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -208413.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -208438.515625 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -208438.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -208449.796875 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -208449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -208450.890625 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -208450.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -208452.750000 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -208452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -208452.750000 Penalty: 3755.961426
	Iteration 13F: 3 clusters Score -208452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 156084 members 
Mstep: Class 3 contains 172047 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 14 contains 39930 members 
Mstep: Class 20 contains 57061 members 
Mstep: Class 22 contains 233139 members 
Entering Unmasked Estep 
Score: -81058936.000000 Penalty: 29989.816406
Splitting cluster 4 changes total score from -81029344.000000 to -81058936.000000
So it's getting split into cluster 5.
Entering ConstructFrom: 
Trying to split cluster 6 (2016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Entering Unmasked Estep 
Score: -239353.859375 Penalty: 1886.999878
	Iteration 0F: 2 clusters Score -239353.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -236707.281250 Penalty: 3773.999756
	Iteration 0F: 3 clusters Score -236707.3 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -237186.796875 Penalty: 3773.999756
	Iteration 1F: 3 clusters Score -237186.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -237306.406250 Penalty: 3773.999756
	Iteration 2F: 3 clusters Score -237306.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -237386.140625 Penalty: 3773.999756
	Iteration 3Q: 3 clusters Score -237386.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -237437.890625 Penalty: 3773.999756
	Iteration 4Q: 3 clusters Score -237437.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -237470.625000 Penalty: 3773.999756
	Iteration 5Q: 3 clusters Score -237470.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -237492.968750 Penalty: 3773.999756
	Iteration 6Q: 3 clusters Score -237493 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -237515.234375 Penalty: 3773.999756
	Iteration 7Q: 3 clusters Score -237515.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -237535.031250 Penalty: 3773.999756
	Iteration 8Q: 3 clusters Score -237535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -237557.953125 Penalty: 3773.999756
	Iteration 9Q: 3 clusters Score -237558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -237586.125000 Penalty: 3773.999756
	Iteration 10Q: 3 clusters Score -237586.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -237613.968750 Penalty: 3773.999756
	Iteration 11Q: 3 clusters Score -237614 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -237644.765625 Penalty: 3773.999756
	Iteration 12Q: 3 clusters Score -237644.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -237673.406250 Penalty: 3773.999756
	Iteration 13Q: 3 clusters Score -237673.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -237712.765625 Penalty: 3773.999756
	Iteration 14Q: 3 clusters Score -237712.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -237746.921875 Penalty: 3773.999756
	Iteration 15Q: 3 clusters Score -237746.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -237765.640625 Penalty: 3773.999756
	Iteration 16Q: 3 clusters Score -237765.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -237784.750000 Penalty: 3773.999756
	Iteration 17Q: 3 clusters Score -237784.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -237803.625000 Penalty: 3773.999756
	Iteration 18Q: 3 clusters Score -237803.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -237820.421875 Penalty: 3773.999756
	Iteration 19Q: 3 clusters Score -237820.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -237831.078125 Penalty: 3773.999756
	Iteration 20F: 3 clusters Score -237831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -237836.906250 Penalty: 3773.999756
	Iteration 21Q: 3 clusters Score -237836.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -237843.453125 Penalty: 3773.999756
	Iteration 22Q: 3 clusters Score -237843.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237851.125000 Penalty: 3773.999756
	Iteration 23Q: 3 clusters Score -237851.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -237859.343750 Penalty: 3773.999756
	Iteration 24Q: 3 clusters Score -237859.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -237868.984375 Penalty: 3773.999756
	Iteration 25Q: 3 clusters Score -237869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -237880.187500 Penalty: 3773.999756
	Iteration 26Q: 3 clusters Score -237880.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -237899.156250 Penalty: 3773.999756
	Iteration 27Q: 3 clusters Score -237899.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -237917.453125 Penalty: 3773.999756
	Iteration 28Q: 3 clusters Score -237917.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -237937.640625 Penalty: 3773.999756
	Iteration 29Q: 3 clusters Score -237937.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -237947.984375 Penalty: 3773.999756
	Iteration 30Q: 3 clusters Score -237948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -237957.046875 Penalty: 3773.999756
	Iteration 31Q: 3 clusters Score -237957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -237965.046875 Penalty: 3773.999756
	Iteration 32Q: 3 clusters Score -237965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -237968.859375 Penalty: 3773.999756
	Iteration 33Q: 3 clusters Score -237968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -237970.406250 Penalty: 3773.999756
	Iteration 34Q: 3 clusters Score -237970.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -237971.468750 Penalty: 3773.999756
	Iteration 35Q: 3 clusters Score -237971.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -237972.593750 Penalty: 3773.999756
	Iteration 36Q: 3 clusters Score -237972.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -237973.937500 Penalty: 3773.999756
	Iteration 37Q: 3 clusters Score -237973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -237974.906250 Penalty: 3773.999756
	Iteration 38Q: 3 clusters Score -237974.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -237975.656250 Penalty: 3773.999756
	Iteration 39Q: 3 clusters Score -237975.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -237976.765625 Penalty: 3773.999756
	Iteration 40F: 3 clusters Score -237976.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -237978.718750 Penalty: 3773.999756
	Iteration 41Q: 3 clusters Score -237978.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -237980.109375 Penalty: 3773.999756
	Iteration 42Q: 3 clusters Score -237980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -237980.953125 Penalty: 3773.999756
	Iteration 43Q: 3 clusters Score -237981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -237981.781250 Penalty: 3773.999756
	Iteration 44Q: 3 clusters Score -237981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -237982.718750 Penalty: 3773.999756
	Iteration 45Q: 3 clusters Score -237982.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -237982.890625 Penalty: 3773.999756
	Iteration 46Q: 3 clusters Score -237982.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -237982.890625 Penalty: 3773.999756
	Iteration 47F: 3 clusters Score -237982.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (39930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Entering Unmasked Estep 
Score: -4908420.000000 Penalty: 2627.531006
	Iteration 0F: 2 clusters Score -4908420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -4881330.000000 Penalty: 5255.062012
	Iteration 0F: 3 clusters Score -4881330 nChanged 18171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4891383.000000 Penalty: 5255.062012
	Iteration 1F: 3 clusters Score -4891383 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -4891932.000000 Penalty: 5255.062012
	Iteration 2Q: 3 clusters Score -4891932 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4892455.500000 Penalty: 5255.062012
	Iteration 3Q: 3 clusters Score -4892456 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20986 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4893013.000000 Penalty: 5255.062012
	Iteration 4Q: 3 clusters Score -4893013 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4893758.000000 Penalty: 5255.062012
	Iteration 5Q: 3 clusters Score -4893758 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22080 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -4895020.000000 Penalty: 5255.062012
	Iteration 6F: 3 clusters Score -4895020 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -4896777.000000 Penalty: 5255.062012
	Iteration 7F: 3 clusters Score -4896777 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4899135.500000 Penalty: 5255.062012
	Iteration 8F: 3 clusters Score -4899136 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -4901329.500000 Penalty: 5255.062012
	Iteration 9F: 3 clusters Score -4901330 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25613 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -4902698.500000 Penalty: 5255.062012
	Iteration 10F: 3 clusters Score -4902698 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 13888 members 
Entering Unmasked Estep 
Score: -4903236.500000 Penalty: 5255.062012
	Iteration 11Q: 3 clusters Score -4903236 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 13572 members 
Entering Unmasked Estep 
Score: -4903553.500000 Penalty: 5255.062012
	Iteration 12Q: 3 clusters Score -4903554 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26647 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -4903719.500000 Penalty: 5255.062012
	Iteration 13Q: 3 clusters Score -4903720 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -4903877.000000 Penalty: 5255.062012
	Iteration 14Q: 3 clusters Score -4903877 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27105 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -4903976.500000 Penalty: 5255.062012
	Iteration 15Q: 3 clusters Score -4903976 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -4904037.500000 Penalty: 5255.062012
	Iteration 16Q: 3 clusters Score -4904038 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -4904125.500000 Penalty: 5255.062012
	Iteration 17Q: 3 clusters Score -4904126 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -4904157.500000 Penalty: 5255.062012
	Iteration 18Q: 3 clusters Score -4904158 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -4904197.000000 Penalty: 5255.062012
	Iteration 19Q: 3 clusters Score -4904197 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27884 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -4904213.500000 Penalty: 5255.062012
	Iteration 20F: 3 clusters Score -4904214 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4904232.500000 Penalty: 5255.062012
	Iteration 21Q: 3 clusters Score -4904232 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -4904236.000000 Penalty: 5255.062012
	Iteration 22Q: 3 clusters Score -4904236 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -4904276.500000 Penalty: 5255.062012
	Iteration 23Q: 3 clusters Score -4904276 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -4904289.000000 Penalty: 5255.062012
	Iteration 24Q: 3 clusters Score -4904289 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -4904314.000000 Penalty: 5255.062012
	Iteration 25Q: 3 clusters Score -4904314 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28449 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -4904333.500000 Penalty: 5255.062012
	Iteration 26Q: 3 clusters Score -4904334 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28572 members 
Mstep: Class 2 contains 11358 members 
Entering Unmasked Estep 
Score: -4904348.500000 Penalty: 5255.062012
	Iteration 27Q: 3 clusters Score -4904348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4904368.000000 Penalty: 5255.062012
	Iteration 28Q: 3 clusters Score -4904368 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28773 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -4904383.500000 Penalty: 5255.062012
	Iteration 29Q: 3 clusters Score -4904384 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -4904414.500000 Penalty: 5255.062012
	Iteration 30Q: 3 clusters Score -4904414 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -4904427.500000 Penalty: 5255.062012
	Iteration 31Q: 3 clusters Score -4904428 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29082 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -4904449.000000 Penalty: 5255.062012
	Iteration 32Q: 3 clusters Score -4904449 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29173 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -4904453.500000 Penalty: 5255.062012
	Iteration 33Q: 3 clusters Score -4904454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -4904477.000000 Penalty: 5255.062012
	Iteration 34Q: 3 clusters Score -4904477 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29364 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -4904493.000000 Penalty: 5255.062012
	Iteration 35Q: 3 clusters Score -4904493 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29442 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4904504.500000 Penalty: 5255.062012
	Iteration 36Q: 3 clusters Score -4904504 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29516 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -4904505.000000 Penalty: 5255.062012
	Iteration 37Q: 3 clusters Score -4904505 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29591 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -4904517.000000 Penalty: 5255.062012
	Iteration 38Q: 3 clusters Score -4904517 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29668 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -4904527.500000 Penalty: 5255.062012
	Iteration 39Q: 3 clusters Score -4904528 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -4904532.500000 Penalty: 5255.062012
	Iteration 40F: 3 clusters Score -4904532 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29837 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4904546.000000 Penalty: 5255.062012
	Iteration 41Q: 3 clusters Score -4904546 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -4904560.000000 Penalty: 5255.062012
	Iteration 42Q: 3 clusters Score -4904560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -4904591.000000 Penalty: 5255.062012
	Iteration 43Q: 3 clusters Score -4904591 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30176 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -4904591.000000 Penalty: 5255.062012
	Iteration 44Q: 3 clusters Score -4904591 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -4904593.000000 Penalty: 5255.062012
	Iteration 45Q: 3 clusters Score -4904593 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -4904600.000000 Penalty: 5255.062012
	Iteration 46Q: 3 clusters Score -4904600 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -4904604.000000 Penalty: 5255.062012
	Iteration 47Q: 3 clusters Score -4904604 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4904619.500000 Penalty: 5255.062012
	Iteration 48Q: 3 clusters Score -4904620 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -4904630.500000 Penalty: 5255.062012
	Iteration 49Q: 3 clusters Score -4904630 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -4904626.000000 Penalty: 5255.062012
	Iteration 50Q: 3 clusters Score -4904626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30825 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -4904631.000000 Penalty: 5255.062012
	Iteration 51Q: 3 clusters Score -4904631 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30921 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -4904663.000000 Penalty: 5255.062012
	Iteration 52Q: 3 clusters Score -4904663 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -4904698.000000 Penalty: 5255.062012
	Iteration 53Q: 3 clusters Score -4904698 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -4904714.500000 Penalty: 5255.062012
	Iteration 54Q: 3 clusters Score -4904714 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -4904734.000000 Penalty: 5255.062012
	Iteration 55Q: 3 clusters Score -4904734 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 8524 members 
Entering Unmasked Estep 
Score: -4904761.500000 Penalty: 5255.062012
	Iteration 56Q: 3 clusters Score -4904762 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31536 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -4904784.500000 Penalty: 5255.062012
	Iteration 57Q: 3 clusters Score -4904784 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -4904811.000000 Penalty: 5255.062012
	Iteration 58Q: 3 clusters Score -4904811 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -4904805.500000 Penalty: 5255.062012
	Iteration 59Q: 3 clusters Score -4904806 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -4904801.000000 Penalty: 5255.062012
	Iteration 60F: 3 clusters Score -4904801 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -4904823.000000 Penalty: 5255.062012
	Iteration 61Q: 3 clusters Score -4904823 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -4904838.000000 Penalty: 5255.062012
	Iteration 62Q: 3 clusters Score -4904838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -4904867.500000 Penalty: 5255.062012
	Iteration 63Q: 3 clusters Score -4904868 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -4904892.000000 Penalty: 5255.062012
	Iteration 64Q: 3 clusters Score -4904892 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -4904903.500000 Penalty: 5255.062012
	Iteration 65Q: 3 clusters Score -4904904 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32421 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -4904930.000000 Penalty: 5255.062012
	Iteration 66Q: 3 clusters Score -4904930 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32519 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -4904944.500000 Penalty: 5255.062012
	Iteration 67Q: 3 clusters Score -4904944 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -4904965.500000 Penalty: 5255.062012
	Iteration 68Q: 3 clusters Score -4904966 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
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Entering Unmasked Mstep 
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Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34262 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34368 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34707 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 34939 members 
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Mstep: Class 1 contains 35009 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35774 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35866 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 35961 members 
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Mstep: Class 1 contains 36151 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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Mstep: Class 1 contains 37140 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -4905748 nChanged 51
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37322 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -4905822 nChanged 40
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Entering Unmasked Estep 
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Mstep: Class 1 contains 37689 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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Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4905997.000000 Penalty: 5255.062012
	Iteration 163Q: 3 clusters Score -4905997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38250 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -4906001.000000 Penalty: 5255.062012
	Iteration 164Q: 3 clusters Score -4906001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38257 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4906005.000000 Penalty: 5255.062012
	Iteration 165Q: 3 clusters Score -4906005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38261 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -4906005.500000 Penalty: 5255.062012
	Iteration 166Q: 3 clusters Score -4906006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4906003.000000 Penalty: 5255.062012
	Iteration 167Q: 3 clusters Score -4906003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38262 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -4906003.000000 Penalty: 5255.062012
	Iteration 168F: 3 clusters Score -4906003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (57061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57061 members 
Entering Unmasked Estep 
Score: -6654658.500000 Penalty: 2716.065186
	Iteration 0F: 2 clusters Score -6654658 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28358 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -6616320.500000 Penalty: 5432.130371
	Iteration 0F: 3 clusters Score -6616320 nChanged 26498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27340 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -6630997.500000 Penalty: 5432.130371
	Iteration 1F: 3 clusters Score -6630998 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 30174 members 
Entering Unmasked Estep 
Score: -6632062.500000 Penalty: 5432.130371
	Iteration 2Q: 3 clusters Score -6632062 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -6633843.500000 Penalty: 5432.130371
	Iteration 3Q: 3 clusters Score -6633844 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 30747 members 
Entering Unmasked Estep 
Score: -6636130.000000 Penalty: 5432.130371
	Iteration 4F: 3 clusters Score -6636130 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -6638407.500000 Penalty: 5432.130371
	Iteration 5F: 3 clusters Score -6638408 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27851 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -6640545.000000 Penalty: 5432.130371
	Iteration 6F: 3 clusters Score -6640545 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -6642420.500000 Penalty: 5432.130371
	Iteration 7F: 3 clusters Score -6642420 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 25927 members 
Entering Unmasked Estep 
Score: -6643975.500000 Penalty: 5432.130371
	Iteration 8F: 3 clusters Score -6643976 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -6645220.000000 Penalty: 5432.130371
	Iteration 9Q: 3 clusters Score -6645220 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -6646236.000000 Penalty: 5432.130371
	Iteration 10Q: 3 clusters Score -6646236 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36809 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -6647080.000000 Penalty: 5432.130371
	Iteration 11Q: 3 clusters Score -6647080 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38721 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -6647970.000000 Penalty: 5432.130371
	Iteration 12Q: 3 clusters Score -6647970 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40700 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -6648901.000000 Penalty: 5432.130371
	Iteration 13Q: 3 clusters Score -6648901 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -6650011.500000 Penalty: 5432.130371
	Iteration 14Q: 3 clusters Score -6650012 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -6651230.000000 Penalty: 5432.130371
	Iteration 15Q: 3 clusters Score -6651230 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46743 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -6652676.000000 Penalty: 5432.130371
	Iteration 16Q: 3 clusters Score -6652676 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -6654083.000000 Penalty: 5432.130371
	Iteration 17Q: 3 clusters Score -6654083 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49727 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -6655038.500000 Penalty: 5432.130371
	Iteration 18Q: 3 clusters Score -6655038 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50636 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -6655557.000000 Penalty: 5432.130371
	Iteration 19Q: 3 clusters Score -6655557 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51317 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -6655882.500000 Penalty: 5432.130371
	Iteration 20F: 3 clusters Score -6655882 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51814 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -6656023.500000 Penalty: 5432.130371
	Iteration 21Q: 3 clusters Score -6656024 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52192 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -6656178.500000 Penalty: 5432.130371
	Iteration 22Q: 3 clusters Score -6656178 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -6656269.000000 Penalty: 5432.130371
	Iteration 23Q: 3 clusters Score -6656269 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -6656329.000000 Penalty: 5432.130371
	Iteration 24Q: 3 clusters Score -6656329 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -6656367.000000 Penalty: 5432.130371
	Iteration 25Q: 3 clusters Score -6656367 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53067 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -6656379.500000 Penalty: 5432.130371
	Iteration 26Q: 3 clusters Score -6656380 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -6656390.500000 Penalty: 5432.130371
	Iteration 27Q: 3 clusters Score -6656390 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -6656394.500000 Penalty: 5432.130371
	Iteration 28Q: 3 clusters Score -6656394 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -6656396.000000 Penalty: 5432.130371
	Iteration 29Q: 3 clusters Score -6656396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53469 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -6656404.000000 Penalty: 5432.130371
	Iteration 30Q: 3 clusters Score -6656404 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6656406.500000 Penalty: 5432.130371
	Iteration 31Q: 3 clusters Score -6656406 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -6656398.500000 Penalty: 5432.130371
	Iteration 32Q: 3 clusters Score -6656398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53582 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -6656406.500000 Penalty: 5432.130371
	Iteration 33Q: 3 clusters Score -6656406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6656400.000000 Penalty: 5432.130371
	Iteration 34Q: 3 clusters Score -6656400 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53610 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6656407.000000 Penalty: 5432.130371
	Iteration 35Q: 3 clusters Score -6656407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -6656414.000000 Penalty: 5432.130371
	Iteration 36Q: 3 clusters Score -6656414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -6656416.000000 Penalty: 5432.130371
	Iteration 37Q: 3 clusters Score -6656416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53640 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6656421.000000 Penalty: 5432.130371
	Iteration 38Q: 3 clusters Score -6656421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53647 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -6656417.500000 Penalty: 5432.130371
	Iteration 39Q: 3 clusters Score -6656418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53652 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -6656419.500000 Penalty: 5432.130371
	Iteration 40F: 3 clusters Score -6656420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -6656425.000000 Penalty: 5432.130371
	Iteration 41Q: 3 clusters Score -6656425 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53673 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -6656425.500000 Penalty: 5432.130371
	Iteration 42Q: 3 clusters Score -6656426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53682 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -6656435.500000 Penalty: 5432.130371
	Iteration 43Q: 3 clusters Score -6656436 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -6656432.000000 Penalty: 5432.130371
	Iteration 44Q: 3 clusters Score -6656432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53693 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6656423.000000 Penalty: 5432.130371
	Iteration 45Q: 3 clusters Score -6656423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6656425.000000 Penalty: 5432.130371
	Iteration 46Q: 3 clusters Score -6656425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53695 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -6656425.000000 Penalty: 5432.130371
	Iteration 47F: 3 clusters Score -6656425 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 156084 members 
Mstep: Class 3 contains 172047 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 3366 members 
Mstep: Class 14 contains 39930 members 
Mstep: Class 20 contains 53695 members 
Mstep: Class 22 contains 233139 members 
Entering Unmasked Estep 
Score: -81059968.000000 Penalty: 33322.019531
Splitting cluster 20 changes total score from -81029344.000000 to -81059968.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 22 (233139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233139 members 
Entering Unmasked Estep 
Score: -28000196.000000 Penalty: 3065.128906
	Iteration 0F: 2 clusters Score -2.80002e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116809 members 
Mstep: Class 2 contains 116330 members 
Entering Unmasked Estep 
Score: -27868196.000000 Penalty: 6130.257812
	Iteration 0F: 3 clusters Score -2.78682e+07 nChanged 112362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118663 members 
Mstep: Class 2 contains 114476 members 
Entering Unmasked Estep 
Score: -27934570.000000 Penalty: 6130.257812
	Iteration 1F: 3 clusters Score -2.793457e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119792 members 
Mstep: Class 2 contains 113347 members 
Entering Unmasked Estep 
Score: -27936382.000000 Penalty: 6130.257812
	Iteration 2Q: 3 clusters Score -2.793638e+07 nChanged 7440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121516 members 
Mstep: Class 2 contains 111623 members 
Entering Unmasked Estep 
Score: -27938942.000000 Penalty: 6130.257812
	Iteration 3Q: 3 clusters Score -2.793894e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124130 members 
Mstep: Class 2 contains 109009 members 
Entering Unmasked Estep 
Score: -27942458.000000 Penalty: 6130.257812
	Iteration 4Q: 3 clusters Score -2.794246e+07 nChanged 10216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127846 members 
Mstep: Class 2 contains 105293 members 
Entering Unmasked Estep 
Score: -27947716.000000 Penalty: 6130.257812
	Iteration 5Q: 3 clusters Score -2.794772e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Mstep: Class 2 contains 100339 members 
Entering Unmasked Estep 
Score: -27955588.000000 Penalty: 6130.257812
	Iteration 6F: 3 clusters Score -2.795559e+07 nChanged 13378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138314 members 
Mstep: Class 2 contains 94825 members 
Entering Unmasked Estep 
Score: -27965220.000000 Penalty: 6130.257812
	Iteration 7F: 3 clusters Score -2.796522e+07 nChanged 14360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143782 members 
Mstep: Class 2 contains 89357 members 
Entering Unmasked Estep 
Score: -27975208.000000 Penalty: 6130.257812
	Iteration 8F: 3 clusters Score -2.797521e+07 nChanged 13943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148033 members 
Mstep: Class 2 contains 85106 members 
Entering Unmasked Estep 
Score: -27984282.000000 Penalty: 6130.257812
	Iteration 9F: 3 clusters Score -2.798428e+07 nChanged 12167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151026 members 
Mstep: Class 2 contains 82113 members 
Entering Unmasked Estep 
Score: -27990646.000000 Penalty: 6130.257812
	Iteration 10F: 3 clusters Score -2.799065e+07 nChanged 9442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152630 members 
Mstep: Class 2 contains 80509 members 
Entering Unmasked Estep 
Score: -27993988.000000 Penalty: 6130.257812
	Iteration 11Q: 3 clusters Score -2.799399e+07 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153577 members 
Mstep: Class 2 contains 79562 members 
Entering Unmasked Estep 
Score: -27995538.000000 Penalty: 6130.257812
	Iteration 12Q: 3 clusters Score -2.799554e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154257 members 
Mstep: Class 2 contains 78882 members 
Entering Unmasked Estep 
Score: -27996148.000000 Penalty: 6130.257812
	Iteration 13Q: 3 clusters Score -2.799615e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154784 members 
Mstep: Class 2 contains 78355 members 
Entering Unmasked Estep 
Score: -27996644.000000 Penalty: 6130.257812
	Iteration 14Q: 3 clusters Score -2.799664e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155115 members 
Mstep: Class 2 contains 78024 members 
Entering Unmasked Estep 
Score: -27996968.000000 Penalty: 6130.257812
	Iteration 15Q: 3 clusters Score -2.799697e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155350 members 
Mstep: Class 2 contains 77789 members 
Entering Unmasked Estep 
Score: -27997208.000000 Penalty: 6130.257812
	Iteration 16Q: 3 clusters Score -2.799721e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 77656 members 
Entering Unmasked Estep 
Score: -27997478.000000 Penalty: 6130.257812
	Iteration 17Q: 3 clusters Score -2.799748e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155526 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -27997648.000000 Penalty: 6130.257812
	Iteration 18Q: 3 clusters Score -2.799765e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155444 members 
Mstep: Class 2 contains 77695 members 
Entering Unmasked Estep 
Score: -27997872.000000 Penalty: 6130.257812
	Iteration 19Q: 3 clusters Score -2.799787e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155321 members 
Mstep: Class 2 contains 77818 members 
Entering Unmasked Estep 
Score: -27997960.000000 Penalty: 6130.257812
	Iteration 20F: 3 clusters Score -2.799796e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155140 members 
Mstep: Class 2 contains 77999 members 
Entering Unmasked Estep 
Score: -27998208.000000 Penalty: 6130.257812
	Iteration 21Q: 3 clusters Score -2.799821e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 78195 members 
Entering Unmasked Estep 
Score: -27998374.000000 Penalty: 6130.257812
	Iteration 22Q: 3 clusters Score -2.799837e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154734 members 
Mstep: Class 2 contains 78405 members 
Entering Unmasked Estep 
Score: -27998586.000000 Penalty: 6130.257812
	Iteration 23Q: 3 clusters Score -2.799859e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154540 members 
Mstep: Class 2 contains 78599 members 
Entering Unmasked Estep 
Score: -27998782.000000 Penalty: 6130.257812
	Iteration 24Q: 3 clusters Score -2.799878e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154353 members 
Mstep: Class 2 contains 78786 members 
Entering Unmasked Estep 
Score: -27999038.000000 Penalty: 6130.257812
	Iteration 25Q: 3 clusters Score -2.799904e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154158 members 
Mstep: Class 2 contains 78981 members 
Entering Unmasked Estep 
Score: -27999118.000000 Penalty: 6130.257812
	Iteration 26Q: 3 clusters Score -2.799912e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154030 members 
Mstep: Class 2 contains 79109 members 
Entering Unmasked Estep 
Score: -27999346.000000 Penalty: 6130.257812
	Iteration 27Q: 3 clusters Score -2.799935e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153900 members 
Mstep: Class 2 contains 79239 members 
Entering Unmasked Estep 
Score: -27999354.000000 Penalty: 6130.257812
	Iteration 28Q: 3 clusters Score -2.799935e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153772 members 
Mstep: Class 2 contains 79367 members 
Entering Unmasked Estep 
Score: -27999452.000000 Penalty: 6130.257812
	Iteration 29Q: 3 clusters Score -2.799945e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153670 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -27999540.000000 Penalty: 6130.257812
	Iteration 30Q: 3 clusters Score -2.799954e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153560 members 
Mstep: Class 2 contains 79579 members 
Entering Unmasked Estep 
Score: -27999476.000000 Penalty: 6130.257812
	Iteration 31Q: 3 clusters Score -2.799948e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -27999602.000000 Penalty: 6130.257812
	Iteration 32Q: 3 clusters Score -2.79996e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153479 members 
Mstep: Class 2 contains 79660 members 
Entering Unmasked Estep 
Score: -27999692.000000 Penalty: 6130.257812
	Iteration 33Q: 3 clusters Score -2.799969e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153439 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -27999754.000000 Penalty: 6130.257812
	Iteration 34Q: 3 clusters Score -2.799975e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153407 members 
Mstep: Class 2 contains 79732 members 
Entering Unmasked Estep 
Score: -27999708.000000 Penalty: 6130.257812
	Iteration 35Q: 3 clusters Score -2.799971e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153393 members 
Mstep: Class 2 contains 79746 members 
Entering Unmasked Estep 
Score: -27999816.000000 Penalty: 6130.257812
	Iteration 36Q: 3 clusters Score -2.799982e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153377 members 
Mstep: Class 2 contains 79762 members 
Entering Unmasked Estep 
Score: -27999904.000000 Penalty: 6130.257812
	Iteration 37Q: 3 clusters Score -2.79999e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153321 members 
Mstep: Class 2 contains 79818 members 
Entering Unmasked Estep 
Score: -27999980.000000 Penalty: 6130.257812
	Iteration 38Q: 3 clusters Score -2.799998e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153263 members 
Mstep: Class 2 contains 79876 members 
Entering Unmasked Estep 
Score: -28000072.000000 Penalty: 6130.257812
	Iteration 39Q: 3 clusters Score -2.800007e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153226 members 
Mstep: Class 2 contains 79913 members 
Entering Unmasked Estep 
Score: -28000064.000000 Penalty: 6130.257812
	Iteration 40F: 3 clusters Score -2.800006e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153193 members 
Mstep: Class 2 contains 79946 members 
Entering Unmasked Estep 
Score: -28000054.000000 Penalty: 6130.257812
	Iteration 41Q: 3 clusters Score -2.800005e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153161 members 
Mstep: Class 2 contains 79978 members 
Entering Unmasked Estep 
Score: -28000094.000000 Penalty: 6130.257812
	Iteration 42Q: 3 clusters Score -2.800009e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153114 members 
Mstep: Class 2 contains 80025 members 
Entering Unmasked Estep 
Score: -28000144.000000 Penalty: 6130.257812
	Iteration 43Q: 3 clusters Score -2.800014e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153068 members 
Mstep: Class 2 contains 80071 members 
Entering Unmasked Estep 
Score: -28000192.000000 Penalty: 6130.257812
	Iteration 44Q: 3 clusters Score -2.800019e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153049 members 
Mstep: Class 2 contains 80090 members 
Entering Unmasked Estep 
Score: -28000266.000000 Penalty: 6130.257812
	Iteration 45Q: 3 clusters Score -2.800027e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153020 members 
Mstep: Class 2 contains 80119 members 
Entering Unmasked Estep 
Score: -28000274.000000 Penalty: 6130.257812
	Iteration 46Q: 3 clusters Score -2.800027e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152986 members 
Mstep: Class 2 contains 80153 members 
Entering Unmasked Estep 
Score: -28000280.000000 Penalty: 6130.257812
	Iteration 47Q: 3 clusters Score -2.800028e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152901 members 
Mstep: Class 2 contains 80238 members 
Entering Unmasked Estep 
Score: -28000330.000000 Penalty: 6130.257812
	Iteration 48Q: 3 clusters Score -2.800033e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152819 members 
Mstep: Class 2 contains 80320 members 
Entering Unmasked Estep 
Score: -28000400.000000 Penalty: 6130.257812
	Iteration 49Q: 3 clusters Score -2.80004e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -28000438.000000 Penalty: 6130.257812
	Iteration 50Q: 3 clusters Score -2.800044e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152656 members 
Mstep: Class 2 contains 80483 members 
Entering Unmasked Estep 
Score: -28000448.000000 Penalty: 6130.257812
	Iteration 51Q: 3 clusters Score -2.800045e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152629 members 
Mstep: Class 2 contains 80510 members 
Entering Unmasked Estep 
Score: -28000530.000000 Penalty: 6130.257812
	Iteration 52Q: 3 clusters Score -2.800053e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152635 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -28000528.000000 Penalty: 6130.257812
	Iteration 53Q: 3 clusters Score -2.800053e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152636 members 
Mstep: Class 2 contains 80503 members 
Entering Unmasked Estep 
Score: -28000550.000000 Penalty: 6130.257812
	Iteration 54Q: 3 clusters Score -2.800055e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152638 members 
Mstep: Class 2 contains 80501 members 
Entering Unmasked Estep 
Score: -28000526.000000 Penalty: 6130.257812
	Iteration 55Q: 3 clusters Score -2.800053e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152604 members 
Mstep: Class 2 contains 80535 members 
Entering Unmasked Estep 
Score: -28000600.000000 Penalty: 6130.257812
	Iteration 56Q: 3 clusters Score -2.80006e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152586 members 
Mstep: Class 2 contains 80553 members 
Entering Unmasked Estep 
Score: -28000556.000000 Penalty: 6130.257812
	Iteration 57Q: 3 clusters Score -2.800056e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152575 members 
Mstep: Class 2 contains 80564 members 
Entering Unmasked Estep 
Score: -28000490.000000 Penalty: 6130.257812
	Iteration 58Q: 3 clusters Score -2.800049e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152563 members 
Mstep: Class 2 contains 80576 members 
Entering Unmasked Estep 
Score: -28000516.000000 Penalty: 6130.257812
	Iteration 59Q: 3 clusters Score -2.800052e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152540 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -28000476.000000 Penalty: 6130.257812
	Iteration 60F: 3 clusters Score -2.800048e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152531 members 
Mstep: Class 2 contains 80608 members 
Entering Unmasked Estep 
Score: -28000470.000000 Penalty: 6130.257812
	Iteration 61Q: 3 clusters Score -2.800047e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152518 members 
Mstep: Class 2 contains 80621 members 
Entering Unmasked Estep 
Score: -28000494.000000 Penalty: 6130.257812
	Iteration 62Q: 3 clusters Score -2.800049e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152487 members 
Mstep: Class 2 contains 80652 members 
Entering Unmasked Estep 
Score: -28000506.000000 Penalty: 6130.257812
	Iteration 63Q: 3 clusters Score -2.800051e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152450 members 
Mstep: Class 2 contains 80689 members 
Entering Unmasked Estep 
Score: -28000490.000000 Penalty: 6130.257812
	Iteration 64Q: 3 clusters Score -2.800049e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152418 members 
Mstep: Class 2 contains 80721 members 
Entering Unmasked Estep 
Score: -28000504.000000 Penalty: 6130.257812
	Iteration 65Q: 3 clusters Score -2.80005e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152378 members 
Mstep: Class 2 contains 80761 members 
Entering Unmasked Estep 
Score: -28000520.000000 Penalty: 6130.257812
	Iteration 66Q: 3 clusters Score -2.800052e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152332 members 
Mstep: Class 2 contains 80807 members 
Entering Unmasked Estep 
Score: -28000528.000000 Penalty: 6130.257812
	Iteration 67Q: 3 clusters Score -2.800053e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152289 members 
Mstep: Class 2 contains 80850 members 
Entering Unmasked Estep 
Score: -28000534.000000 Penalty: 6130.257812
	Iteration 68Q: 3 clusters Score -2.800053e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152248 members 
Mstep: Class 2 contains 80891 members 
Entering Unmasked Estep 
Score: -28000540.000000 Penalty: 6130.257812
	Iteration 69Q: 3 clusters Score -2.800054e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152191 members 
Mstep: Class 2 contains 80948 members 
Entering Unmasked Estep 
Score: -28000550.000000 Penalty: 6130.257812
	Iteration 70Q: 3 clusters Score -2.800055e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152128 members 
Mstep: Class 2 contains 81011 members 
Entering Unmasked Estep 
Score: -28000594.000000 Penalty: 6130.257812
	Iteration 71Q: 3 clusters Score -2.800059e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152061 members 
Mstep: Class 2 contains 81078 members 
Entering Unmasked Estep 
Score: -28000622.000000 Penalty: 6130.257812
	Iteration 72Q: 3 clusters Score -2.800062e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151978 members 
Mstep: Class 2 contains 81161 members 
Entering Unmasked Estep 
Score: -28000650.000000 Penalty: 6130.257812
	Iteration 73Q: 3 clusters Score -2.800065e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151912 members 
Mstep: Class 2 contains 81227 members 
Entering Unmasked Estep 
Score: -28000668.000000 Penalty: 6130.257812
	Iteration 74Q: 3 clusters Score -2.800067e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151837 members 
Mstep: Class 2 contains 81302 members 
Entering Unmasked Estep 
Score: -28000700.000000 Penalty: 6130.257812
	Iteration 75Q: 3 clusters Score -2.80007e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151768 members 
Mstep: Class 2 contains 81371 members 
Entering Unmasked Estep 
Score: -28000726.000000 Penalty: 6130.257812
	Iteration 76Q: 3 clusters Score -2.800073e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151712 members 
Mstep: Class 2 contains 81427 members 
Entering Unmasked Estep 
Score: -28000744.000000 Penalty: 6130.257812
	Iteration 77Q: 3 clusters Score -2.800074e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151669 members 
Mstep: Class 2 contains 81470 members 
Entering Unmasked Estep 
Score: -28000760.000000 Penalty: 6130.257812
	Iteration 78Q: 3 clusters Score -2.800076e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151649 members 
Mstep: Class 2 contains 81490 members 
Entering Unmasked Estep 
Score: -28000738.000000 Penalty: 6130.257812
	Iteration 79Q: 3 clusters Score -2.800074e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151609 members 
Mstep: Class 2 contains 81530 members 
Entering Unmasked Estep 
Score: -28000764.000000 Penalty: 6130.257812
	Iteration 80F: 3 clusters Score -2.800076e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151552 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -28000806.000000 Penalty: 6130.257812
	Iteration 81Q: 3 clusters Score -2.800081e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151494 members 
Mstep: Class 2 contains 81645 members 
Entering Unmasked Estep 
Score: -28000788.000000 Penalty: 6130.257812
	Iteration 82Q: 3 clusters Score -2.800079e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151431 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -28000792.000000 Penalty: 6130.257812
	Iteration 83Q: 3 clusters Score -2.800079e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151369 members 
Mstep: Class 2 contains 81770 members 
Entering Unmasked Estep 
Score: -28000788.000000 Penalty: 6130.257812
	Iteration 84Q: 3 clusters Score -2.800079e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151308 members 
Mstep: Class 2 contains 81831 members 
Entering Unmasked Estep 
Score: -28000808.000000 Penalty: 6130.257812
	Iteration 85Q: 3 clusters Score -2.800081e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151260 members 
Mstep: Class 2 contains 81879 members 
Entering Unmasked Estep 
Score: -28000774.000000 Penalty: 6130.257812
	Iteration 86Q: 3 clusters Score -2.800077e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 81929 members 
Entering Unmasked Estep 
Score: -28000770.000000 Penalty: 6130.257812
	Iteration 87Q: 3 clusters Score -2.800077e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151169 members 
Mstep: Class 2 contains 81970 members 
Entering Unmasked Estep 
Score: -28000822.000000 Penalty: 6130.257812
	Iteration 88Q: 3 clusters Score -2.800082e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151132 members 
Mstep: Class 2 contains 82007 members 
Entering Unmasked Estep 
Score: -28000838.000000 Penalty: 6130.257812
	Iteration 89Q: 3 clusters Score -2.800084e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151100 members 
Mstep: Class 2 contains 82039 members 
Entering Unmasked Estep 
Score: -28000826.000000 Penalty: 6130.257812
	Iteration 90Q: 3 clusters Score -2.800083e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151069 members 
Mstep: Class 2 contains 82070 members 
Entering Unmasked Estep 
Score: -28000810.000000 Penalty: 6130.257812
	Iteration 91Q: 3 clusters Score -2.800081e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151040 members 
Mstep: Class 2 contains 82099 members 
Entering Unmasked Estep 
Score: -28000830.000000 Penalty: 6130.257812
	Iteration 92Q: 3 clusters Score -2.800083e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 82122 members 
Entering Unmasked Estep 
Score: -28000832.000000 Penalty: 6130.257812
	Iteration 93Q: 3 clusters Score -2.800083e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151000 members 
Mstep: Class 2 contains 82139 members 
Entering Unmasked Estep 
Score: -28000850.000000 Penalty: 6130.257812
	Iteration 94Q: 3 clusters Score -2.800085e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150983 members 
Mstep: Class 2 contains 82156 members 
Entering Unmasked Estep 
Score: -28000828.000000 Penalty: 6130.257812
	Iteration 95Q: 3 clusters Score -2.800083e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150971 members 
Mstep: Class 2 contains 82168 members 
Entering Unmasked Estep 
Score: -28000824.000000 Penalty: 6130.257812
	Iteration 96Q: 3 clusters Score -2.800082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150966 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -28000854.000000 Penalty: 6130.257812
	Iteration 97Q: 3 clusters Score -2.800085e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150962 members 
Mstep: Class 2 contains 82177 members 
Entering Unmasked Estep 
Score: -28000860.000000 Penalty: 6130.257812
	Iteration 98Q: 3 clusters Score -2.800086e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150952 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -28000872.000000 Penalty: 6130.257812
	Iteration 99Q: 3 clusters Score -2.800087e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150943 members 
Mstep: Class 2 contains 82196 members 
Entering Unmasked Estep 
Score: -28000870.000000 Penalty: 6130.257812
	Iteration 100F: 3 clusters Score -2.800087e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150936 members 
Mstep: Class 2 contains 82203 members 
Entering Unmasked Estep 
Score: -28000870.000000 Penalty: 6130.257812
	Iteration 101Q: 3 clusters Score -2.800087e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150944 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -28000876.000000 Penalty: 6130.257812
	Iteration 102Q: 3 clusters Score -2.800088e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150939 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -28000868.000000 Penalty: 6130.257812
	Iteration 103Q: 3 clusters Score -2.800087e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -28000880.000000 Penalty: 6130.257812
	Iteration 104Q: 3 clusters Score -2.800088e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -28000886.000000 Penalty: 6130.257812
	Iteration 105Q: 3 clusters Score -2.800089e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150942 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -28000886.000000 Penalty: 6130.257812
	Iteration 106Q: 3 clusters Score -2.800089e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150941 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -28000892.000000 Penalty: 6130.257812
	Iteration 107Q: 3 clusters Score -2.800089e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150952 members 
Mstep: Class 2 contains 82187 members 
Entering Unmasked Estep 
Score: -28000864.000000 Penalty: 6130.257812
	Iteration 108Q: 3 clusters Score -2.800086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150960 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -28000862.000000 Penalty: 6130.257812
	Iteration 109Q: 3 clusters Score -2.800086e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150965 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -28000890.000000 Penalty: 6130.257812
	Iteration 110Q: 3 clusters Score -2.800089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -28000888.000000 Penalty: 6130.257812
	Iteration 111Q: 3 clusters Score -2.800089e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150961 members 
Mstep: Class 2 contains 82178 members 
Entering Unmasked Estep 
Score: -28000890.000000 Penalty: 6130.257812
	Iteration 112Q: 3 clusters Score -2.800089e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150957 members 
Mstep: Class 2 contains 82182 members 
Entering Unmasked Estep 
Score: -28000890.000000 Penalty: 6130.257812
	Iteration 113Q: 3 clusters Score -2.800089e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150948 members 
Mstep: Class 2 contains 82191 members 
Entering Unmasked Estep 
Score: -28000840.000000 Penalty: 6130.257812
	Iteration 114Q: 3 clusters Score -2.800084e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150920 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -28000866.000000 Penalty: 6130.257812
	Iteration 115Q: 3 clusters Score -2.800087e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150914 members 
Mstep: Class 2 contains 82225 members 
Entering Unmasked Estep 
Score: -28000838.000000 Penalty: 6130.257812
	Iteration 116Q: 3 clusters Score -2.800084e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150912 members 
Mstep: Class 2 contains 82227 members 
Entering Unmasked Estep 
Score: -28000850.000000 Penalty: 6130.257812
	Iteration 117Q: 3 clusters Score -2.800085e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 82230 members 
Entering Unmasked Estep 
Score: -28000856.000000 Penalty: 6130.257812
	Iteration 118Q: 3 clusters Score -2.800086e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150907 members 
Mstep: Class 2 contains 82232 members 
Entering Unmasked Estep 
Score: -28000876.000000 Penalty: 6130.257812
	Iteration 119Q: 3 clusters Score -2.800088e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150896 members 
Mstep: Class 2 contains 82243 members 
Entering Unmasked Estep 
Score: -28000880.000000 Penalty: 6130.257812
	Iteration 120F: 3 clusters Score -2.800088e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150874 members 
Mstep: Class 2 contains 82265 members 
Entering Unmasked Estep 
Score: -28000906.000000 Penalty: 6130.257812
	Iteration 121Q: 3 clusters Score -2.800091e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150858 members 
Mstep: Class 2 contains 82281 members 
Entering Unmasked Estep 
Score: -28000944.000000 Penalty: 6130.257812
	Iteration 122Q: 3 clusters Score -2.800094e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150845 members 
Mstep: Class 2 contains 82294 members 
Entering Unmasked Estep 
Score: -28000954.000000 Penalty: 6130.257812
	Iteration 123Q: 3 clusters Score -2.800095e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150827 members 
Mstep: Class 2 contains 82312 members 
Entering Unmasked Estep 
Score: -28000954.000000 Penalty: 6130.257812
	Iteration 124Q: 3 clusters Score -2.800095e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150813 members 
Mstep: Class 2 contains 82326 members 
Entering Unmasked Estep 
Score: -28000980.000000 Penalty: 6130.257812
	Iteration 125Q: 3 clusters Score -2.800098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150811 members 
Mstep: Class 2 contains 82328 members 
Entering Unmasked Estep 
Score: -28000978.000000 Penalty: 6130.257812
	Iteration 126Q: 3 clusters Score -2.800098e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150794 members 
Mstep: Class 2 contains 82345 members 
Entering Unmasked Estep 
Score: -28000968.000000 Penalty: 6130.257812
	Iteration 127Q: 3 clusters Score -2.800097e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150784 members 
Mstep: Class 2 contains 82355 members 
Entering Unmasked Estep 
Score: -28000954.000000 Penalty: 6130.257812
	Iteration 128Q: 3 clusters Score -2.800095e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150782 members 
Mstep: Class 2 contains 82357 members 
Entering Unmasked Estep 
Score: -28000964.000000 Penalty: 6130.257812
	Iteration 129Q: 3 clusters Score -2.800096e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150776 members 
Mstep: Class 2 contains 82363 members 
Entering Unmasked Estep 
Score: -28000958.000000 Penalty: 6130.257812
	Iteration 130Q: 3 clusters Score -2.800096e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150759 members 
Mstep: Class 2 contains 82380 members 
Entering Unmasked Estep 
Score: -28000956.000000 Penalty: 6130.257812
	Iteration 131Q: 3 clusters Score -2.800096e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150752 members 
Mstep: Class 2 contains 82387 members 
Entering Unmasked Estep 
Score: -28000968.000000 Penalty: 6130.257812
	Iteration 132Q: 3 clusters Score -2.800097e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150748 members 
Mstep: Class 2 contains 82391 members 
Entering Unmasked Estep 
Score: -28000962.000000 Penalty: 6130.257812
	Iteration 133Q: 3 clusters Score -2.800096e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150728 members 
Mstep: Class 2 contains 82411 members 
Entering Unmasked Estep 
Score: -28000982.000000 Penalty: 6130.257812
	Iteration 134Q: 3 clusters Score -2.800098e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150708 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -28000968.000000 Penalty: 6130.257812
	Iteration 135Q: 3 clusters Score -2.800097e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150688 members 
Mstep: Class 2 contains 82451 members 
Entering Unmasked Estep 
Score: -28000964.000000 Penalty: 6130.257812
	Iteration 136Q: 3 clusters Score -2.800096e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150677 members 
Mstep: Class 2 contains 82462 members 
Entering Unmasked Estep 
Score: -28000982.000000 Penalty: 6130.257812
	Iteration 137Q: 3 clusters Score -2.800098e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150679 members 
Mstep: Class 2 contains 82460 members 
Entering Unmasked Estep 
Score: -28000968.000000 Penalty: 6130.257812
	Iteration 138Q: 3 clusters Score -2.800097e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150678 members 
Mstep: Class 2 contains 82461 members 
Entering Unmasked Estep 
Score: -28000968.000000 Penalty: 6130.257812
	Iteration 139Q: 3 clusters Score -2.800097e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150671 members 
Mstep: Class 2 contains 82468 members 
Entering Unmasked Estep 
Score: -28000980.000000 Penalty: 6130.257812
	Iteration 140F: 3 clusters Score -2.800098e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150652 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -28000976.000000 Penalty: 6130.257812
	Iteration 141Q: 3 clusters Score -2.800098e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150634 members 
Mstep: Class 2 contains 82505 members 
Entering Unmasked Estep 
Score: -28000988.000000 Penalty: 6130.257812
	Iteration 142Q: 3 clusters Score -2.800099e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150618 members 
Mstep: Class 2 contains 82521 members 
Entering Unmasked Estep 
Score: -28001004.000000 Penalty: 6130.257812
	Iteration 143Q: 3 clusters Score -2.8001e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150599 members 
Mstep: Class 2 contains 82540 members 
Entering Unmasked Estep 
Score: -28001040.000000 Penalty: 6130.257812
	Iteration 144Q: 3 clusters Score -2.800104e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150593 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -28001042.000000 Penalty: 6130.257812
	Iteration 145Q: 3 clusters Score -2.800104e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150584 members 
Mstep: Class 2 contains 82555 members 
Entering Unmasked Estep 
Score: -28001028.000000 Penalty: 6130.257812
	Iteration 146Q: 3 clusters Score -2.800103e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150588 members 
Mstep: Class 2 contains 82551 members 
Entering Unmasked Estep 
Score: -28001018.000000 Penalty: 6130.257812
	Iteration 147Q: 3 clusters Score -2.800102e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150585 members 
Mstep: Class 2 contains 82554 members 
Entering Unmasked Estep 
Score: -28000996.000000 Penalty: 6130.257812
	Iteration 148Q: 3 clusters Score -2.8001e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150582 members 
Mstep: Class 2 contains 82557 members 
Entering Unmasked Estep 
Score: -28001030.000000 Penalty: 6130.257812
	Iteration 149Q: 3 clusters Score -2.800103e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150577 members 
Mstep: Class 2 contains 82562 members 
Entering Unmasked Estep 
Score: -28001074.000000 Penalty: 6130.257812
	Iteration 150Q: 3 clusters Score -2.800107e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150578 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -28001080.000000 Penalty: 6130.257812
	Iteration 151Q: 3 clusters Score -2.800108e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150569 members 
Mstep: Class 2 contains 82570 members 
Entering Unmasked Estep 
Score: -28001104.000000 Penalty: 6130.257812
	Iteration 152Q: 3 clusters Score -2.80011e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150560 members 
Mstep: Class 2 contains 82579 members 
Entering Unmasked Estep 
Score: -28001104.000000 Penalty: 6130.257812
	Iteration 153Q: 3 clusters Score -2.80011e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150541 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -28001084.000000 Penalty: 6130.257812
	Iteration 154Q: 3 clusters Score -2.800108e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150522 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -28001134.000000 Penalty: 6130.257812
	Iteration 155Q: 3 clusters Score -2.800113e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150487 members 
Mstep: Class 2 contains 82652 members 
Entering Unmasked Estep 
Score: -28001122.000000 Penalty: 6130.257812
	Iteration 156Q: 3 clusters Score -2.800112e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150453 members 
Mstep: Class 2 contains 82686 members 
Entering Unmasked Estep 
Score: -28001120.000000 Penalty: 6130.257812
	Iteration 157Q: 3 clusters Score -2.800112e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150427 members 
Mstep: Class 2 contains 82712 members 
Entering Unmasked Estep 
Score: -28001110.000000 Penalty: 6130.257812
	Iteration 158Q: 3 clusters Score -2.800111e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150416 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -28001126.000000 Penalty: 6130.257812
	Iteration 159Q: 3 clusters Score -2.800113e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150392 members 
Mstep: Class 2 contains 82747 members 
Entering Unmasked Estep 
Score: -28001130.000000 Penalty: 6130.257812
	Iteration 160F: 3 clusters Score -2.800113e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150383 members 
Mstep: Class 2 contains 82756 members 
Entering Unmasked Estep 
Score: -28001166.000000 Penalty: 6130.257812
	Iteration 161Q: 3 clusters Score -2.800117e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -28001168.000000 Penalty: 6130.257812
	Iteration 162Q: 3 clusters Score -2.800117e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150360 members 
Mstep: Class 2 contains 82779 members 
Entering Unmasked Estep 
Score: -28001176.000000 Penalty: 6130.257812
	Iteration 163Q: 3 clusters Score -2.800118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150346 members 
Mstep: Class 2 contains 82793 members 
Entering Unmasked Estep 
Score: -28001182.000000 Penalty: 6130.257812
	Iteration 164Q: 3 clusters Score -2.800118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150340 members 
Mstep: Class 2 contains 82799 members 
Entering Unmasked Estep 
Score: -28001202.000000 Penalty: 6130.257812
	Iteration 165Q: 3 clusters Score -2.80012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150327 members 
Mstep: Class 2 contains 82812 members 
Entering Unmasked Estep 
Score: -28001234.000000 Penalty: 6130.257812
	Iteration 166Q: 3 clusters Score -2.800123e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150315 members 
Mstep: Class 2 contains 82824 members 
Entering Unmasked Estep 
Score: -28001236.000000 Penalty: 6130.257812
	Iteration 167Q: 3 clusters Score -2.800124e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150312 members 
Mstep: Class 2 contains 82827 members 
Entering Unmasked Estep 
Score: -28001238.000000 Penalty: 6130.257812
	Iteration 168Q: 3 clusters Score -2.800124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150304 members 
Mstep: Class 2 contains 82835 members 
Entering Unmasked Estep 
Score: -28001226.000000 Penalty: 6130.257812
	Iteration 169Q: 3 clusters Score -2.800123e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150295 members 
Mstep: Class 2 contains 82844 members 
Entering Unmasked Estep 
Score: -28001206.000000 Penalty: 6130.257812
	Iteration 170Q: 3 clusters Score -2.800121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150294 members 
Mstep: Class 2 contains 82845 members 
Entering Unmasked Estep 
Score: -28001212.000000 Penalty: 6130.257812
	Iteration 171Q: 3 clusters Score -2.800121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150283 members 
Mstep: Class 2 contains 82856 members 
Entering Unmasked Estep 
Score: -28001208.000000 Penalty: 6130.257812
	Iteration 172Q: 3 clusters Score -2.800121e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150274 members 
Mstep: Class 2 contains 82865 members 
Entering Unmasked Estep 
Score: -28001202.000000 Penalty: 6130.257812
	Iteration 173Q: 3 clusters Score -2.80012e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 82877 members 
Entering Unmasked Estep 
Score: -28001200.000000 Penalty: 6130.257812
	Iteration 174Q: 3 clusters Score -2.80012e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150247 members 
Mstep: Class 2 contains 82892 members 
Entering Unmasked Estep 
Score: -28001212.000000 Penalty: 6130.257812
	Iteration 175Q: 3 clusters Score -2.800121e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150229 members 
Mstep: Class 2 contains 82910 members 
Entering Unmasked Estep 
Score: -28001224.000000 Penalty: 6130.257812
	Iteration 176Q: 3 clusters Score -2.800122e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 82919 members 
Entering Unmasked Estep 
Score: -28001242.000000 Penalty: 6130.257812
	Iteration 177Q: 3 clusters Score -2.800124e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150216 members 
Mstep: Class 2 contains 82923 members 
Entering Unmasked Estep 
Score: -28001246.000000 Penalty: 6130.257812
	Iteration 178Q: 3 clusters Score -2.800125e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150211 members 
Mstep: Class 2 contains 82928 members 
Entering Unmasked Estep 
Score: -28001250.000000 Penalty: 6130.257812
	Iteration 179Q: 3 clusters Score -2.800125e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150203 members 
Mstep: Class 2 contains 82936 members 
Entering Unmasked Estep 
Score: -28001242.000000 Penalty: 6130.257812
	Iteration 180F: 3 clusters Score -2.800124e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150197 members 
Mstep: Class 2 contains 82942 members 
Entering Unmasked Estep 
Score: -28001276.000000 Penalty: 6130.257812
	Iteration 181Q: 3 clusters Score -2.800128e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150191 members 
Mstep: Class 2 contains 82948 members 
Entering Unmasked Estep 
Score: -28001278.000000 Penalty: 6130.257812
	Iteration 182Q: 3 clusters Score -2.800128e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150188 members 
Mstep: Class 2 contains 82951 members 
Entering Unmasked Estep 
Score: -28001250.000000 Penalty: 6130.257812
	Iteration 183Q: 3 clusters Score -2.800125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150182 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -28001268.000000 Penalty: 6130.257812
	Iteration 184Q: 3 clusters Score -2.800127e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150177 members 
Mstep: Class 2 contains 82962 members 
Entering Unmasked Estep 
Score: -28001246.000000 Penalty: 6130.257812
	Iteration 185Q: 3 clusters Score -2.800125e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150171 members 
Mstep: Class 2 contains 82968 members 
Entering Unmasked Estep 
Score: -28001256.000000 Penalty: 6130.257812
	Iteration 186Q: 3 clusters Score -2.800126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150170 members 
Mstep: Class 2 contains 82969 members 
Entering Unmasked Estep 
Score: -28001260.000000 Penalty: 6130.257812
	Iteration 187Q: 3 clusters Score -2.800126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150163 members 
Mstep: Class 2 contains 82976 members 
Entering Unmasked Estep 
Score: -28001284.000000 Penalty: 6130.257812
	Iteration 188Q: 3 clusters Score -2.800128e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 82982 members 
Entering Unmasked Estep 
Score: -28001300.000000 Penalty: 6130.257812
	Iteration 189Q: 3 clusters Score -2.80013e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150149 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -28001294.000000 Penalty: 6130.257812
	Iteration 190Q: 3 clusters Score -2.800129e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150144 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -28001302.000000 Penalty: 6130.257812
	Iteration 191Q: 3 clusters Score -2.80013e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150134 members 
Mstep: Class 2 contains 83005 members 
Entering Unmasked Estep 
Score: -28001304.000000 Penalty: 6130.257812
	Iteration 192Q: 3 clusters Score -2.80013e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150133 members 
Mstep: Class 2 contains 83006 members 
Entering Unmasked Estep 
Score: -28001340.000000 Penalty: 6130.257812
	Iteration 193Q: 3 clusters Score -2.800134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150126 members 
Mstep: Class 2 contains 83013 members 
Entering Unmasked Estep 
Score: -28001350.000000 Penalty: 6130.257812
	Iteration 194Q: 3 clusters Score -2.800135e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -28001332.000000 Penalty: 6130.257812
	Iteration 195Q: 3 clusters Score -2.800133e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150128 members 
Mstep: Class 2 contains 83011 members 
Entering Unmasked Estep 
Score: -28001350.000000 Penalty: 6130.257812
	Iteration 196Q: 3 clusters Score -2.800135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150121 members 
Mstep: Class 2 contains 83018 members 
Entering Unmasked Estep 
Score: -28001342.000000 Penalty: 6130.257812
	Iteration 197Q: 3 clusters Score -2.800134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150118 members 
Mstep: Class 2 contains 83021 members 
Entering Unmasked Estep 
Score: -28001344.000000 Penalty: 6130.257812
	Iteration 198Q: 3 clusters Score -2.800134e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150117 members 
Mstep: Class 2 contains 83022 members 
Entering Unmasked Estep 
Score: -28001354.000000 Penalty: 6130.257812
	Iteration 199Q: 3 clusters Score -2.800135e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150122 members 
Mstep: Class 2 contains 83017 members 
Entering Unmasked Estep 
Score: -28001376.000000 Penalty: 6130.257812
	Iteration 200F: 3 clusters Score -2.800138e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150120 members 
Mstep: Class 2 contains 83019 members 
Entering Unmasked Estep 
Score: -28001362.000000 Penalty: 6130.257812
	Iteration 201Q: 3 clusters Score -2.800136e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150119 members 
Mstep: Class 2 contains 83020 members 
Entering Unmasked Estep 
Score: -28001372.000000 Penalty: 6130.257812
	Iteration 202Q: 3 clusters Score -2.800137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150112 members 
Mstep: Class 2 contains 83027 members 
Entering Unmasked Estep 
Score: -28001362.000000 Penalty: 6130.257812
	Iteration 203Q: 3 clusters Score -2.800136e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 83041 members 
Entering Unmasked Estep 
Score: -28001364.000000 Penalty: 6130.257812
	Iteration 204Q: 3 clusters Score -2.800136e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150089 members 
Mstep: Class 2 contains 83050 members 
Entering Unmasked Estep 
Score: -28001368.000000 Penalty: 6130.257812
	Iteration 205Q: 3 clusters Score -2.800137e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150067 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -28001346.000000 Penalty: 6130.257812
	Iteration 206Q: 3 clusters Score -2.800135e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150055 members 
Mstep: Class 2 contains 83084 members 
Entering Unmasked Estep 
Score: -28001346.000000 Penalty: 6130.257812
	Iteration 207Q: 3 clusters Score -2.800135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150040 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -28001330.000000 Penalty: 6130.257812
	Iteration 208Q: 3 clusters Score -2.800133e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150032 members 
Mstep: Class 2 contains 83107 members 
Entering Unmasked Estep 
Score: -28001350.000000 Penalty: 6130.257812
	Iteration 209Q: 3 clusters Score -2.800135e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150027 members 
Mstep: Class 2 contains 83112 members 
Entering Unmasked Estep 
Score: -28001366.000000 Penalty: 6130.257812
	Iteration 210Q: 3 clusters Score -2.800137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150022 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -28001352.000000 Penalty: 6130.257812
	Iteration 211Q: 3 clusters Score -2.800135e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150026 members 
Mstep: Class 2 contains 83113 members 
Entering Unmasked Estep 
Score: -28001366.000000 Penalty: 6130.257812
	Iteration 212Q: 3 clusters Score -2.800137e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150023 members 
Mstep: Class 2 contains 83116 members 
Entering Unmasked Estep 
Score: -28001352.000000 Penalty: 6130.257812
	Iteration 213Q: 3 clusters Score -2.800135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150014 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -28001360.000000 Penalty: 6130.257812
	Iteration 214Q: 3 clusters Score -2.800136e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150005 members 
Mstep: Class 2 contains 83134 members 
Entering Unmasked Estep 
Score: -28001362.000000 Penalty: 6130.257812
	Iteration 215Q: 3 clusters Score -2.800136e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -28001370.000000 Penalty: 6130.257812
	Iteration 216Q: 3 clusters Score -2.800137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -28001378.000000 Penalty: 6130.257812
	Iteration 217Q: 3 clusters Score -2.800138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -28001370.000000 Penalty: 6130.257812
	Iteration 218Q: 3 clusters Score -2.800137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150010 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -28001370.000000 Penalty: 6130.257812
	Iteration 219Q: 3 clusters Score -2.800137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150011 members 
Mstep: Class 2 contains 83128 members 
Entering Unmasked Estep 
Score: -28001362.000000 Penalty: 6130.257812
	Iteration 220F: 3 clusters Score -2.800136e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -28001358.000000 Penalty: 6130.257812
	Iteration 221Q: 3 clusters Score -2.800136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -28001366.000000 Penalty: 6130.257812
	Iteration 222Q: 3 clusters Score -2.800137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150018 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -28001382.000000 Penalty: 6130.257812
	Iteration 223Q: 3 clusters Score -2.800138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -28001364.000000 Penalty: 6130.257812
	Iteration 224Q: 3 clusters Score -2.800136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150021 members 
Mstep: Class 2 contains 83118 members 
Entering Unmasked Estep 
Score: -28001378.000000 Penalty: 6130.257812
	Iteration 225Q: 3 clusters Score -2.800138e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -28001354.000000 Penalty: 6130.257812
	Iteration 226Q: 3 clusters Score -2.800135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -28001352.000000 Penalty: 6130.257812
	Iteration 227Q: 3 clusters Score -2.800135e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150019 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -28001352.000000 Penalty: 6130.257812
	Iteration 228Q: 3 clusters Score -2.800135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150020 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -28001354.000000 Penalty: 6130.257812
	Iteration 229Q: 3 clusters Score -2.800135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150019 members 
Mstep: Class 2 contains 83120 members 
Entering Unmasked Estep 
Score: -28001352.000000 Penalty: 6130.257812
	Iteration 230Q: 3 clusters Score -2.800135e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -28001332.000000 Penalty: 6130.257812
	Iteration 231Q: 3 clusters Score -2.800133e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150007 members 
Mstep: Class 2 contains 83132 members 
Entering Unmasked Estep 
Score: -28001326.000000 Penalty: 6130.257812
	Iteration 232Q: 3 clusters Score -2.800133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -28001358.000000 Penalty: 6130.257812
	Iteration 233Q: 3 clusters Score -2.800136e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -28001340.000000 Penalty: 6130.257812
	Iteration 234Q: 3 clusters Score -2.800134e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150017 members 
Mstep: Class 2 contains 83122 members 
Entering Unmasked Estep 
Score: -28001364.000000 Penalty: 6130.257812
	Iteration 235Q: 3 clusters Score -2.800136e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 83127 members 
Entering Unmasked Estep 
Score: -28001352.000000 Penalty: 6130.257812
	Iteration 236Q: 3 clusters Score -2.800135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150014 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -28001348.000000 Penalty: 6130.257812
	Iteration 237Q: 3 clusters Score -2.800135e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150015 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -28001318.000000 Penalty: 6130.257812
	Iteration 238Q: 3 clusters Score -2.800132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150009 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -28001322.000000 Penalty: 6130.257812
	Iteration 239Q: 3 clusters Score -2.800132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150010 members 
Mstep: Class 2 contains 83129 members 
Entering Unmasked Estep 
Score: -28001312.000000 Penalty: 6130.257812
	Iteration 240F: 3 clusters Score -2.800131e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150001 members 
Mstep: Class 2 contains 83138 members 
Entering Unmasked Estep 
Score: -28001290.000000 Penalty: 6130.257812
	Iteration 241Q: 3 clusters Score -2.800129e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150003 members 
Mstep: Class 2 contains 83136 members 
Entering Unmasked Estep 
Score: -28001336.000000 Penalty: 6130.257812
	Iteration 242Q: 3 clusters Score -2.800134e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149987 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -28001316.000000 Penalty: 6130.257812
	Iteration 243Q: 3 clusters Score -2.800132e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 83176 members 
Entering Unmasked Estep 
Score: -28001330.000000 Penalty: 6130.257812
	Iteration 244Q: 3 clusters Score -2.800133e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149943 members 
Mstep: Class 2 contains 83196 members 
Entering Unmasked Estep 
Score: -28001356.000000 Penalty: 6130.257812
	Iteration 245Q: 3 clusters Score -2.800136e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149929 members 
Mstep: Class 2 contains 83210 members 
Entering Unmasked Estep 
Score: -28001380.000000 Penalty: 6130.257812
	Iteration 246Q: 3 clusters Score -2.800138e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149922 members 
Mstep: Class 2 contains 83217 members 
Entering Unmasked Estep 
Score: -28001380.000000 Penalty: 6130.257812
	Iteration 247Q: 3 clusters Score -2.800138e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149920 members 
Mstep: Class 2 contains 83219 members 
Entering Unmasked Estep 
Score: -28001398.000000 Penalty: 6130.257812
	Iteration 248Q: 3 clusters Score -2.80014e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149916 members 
Mstep: Class 2 contains 83223 members 
Entering Unmasked Estep 
Score: -28001396.000000 Penalty: 6130.257812
	Iteration 249Q: 3 clusters Score -2.80014e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149897 members 
Mstep: Class 2 contains 83242 members 
Entering Unmasked Estep 
Score: -28001406.000000 Penalty: 6130.257812
	Iteration 250Q: 3 clusters Score -2.800141e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 83267 members 
Entering Unmasked Estep 
Score: -28001378.000000 Penalty: 6130.257812
	Iteration 251Q: 3 clusters Score -2.800138e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149851 members 
Mstep: Class 2 contains 83288 members 
Entering Unmasked Estep 
Score: -28001390.000000 Penalty: 6130.257812
	Iteration 252Q: 3 clusters Score -2.800139e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149830 members 
Mstep: Class 2 contains 83309 members 
Entering Unmasked Estep 
Score: -28001382.000000 Penalty: 6130.257812
	Iteration 253Q: 3 clusters Score -2.800138e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149806 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -28001374.000000 Penalty: 6130.257812
	Iteration 254Q: 3 clusters Score -2.800137e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -28001378.000000 Penalty: 6130.257812
	Iteration 255Q: 3 clusters Score -2.800138e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149763 members 
Mstep: Class 2 contains 83376 members 
Entering Unmasked Estep 
Score: -28001356.000000 Penalty: 6130.257812
	Iteration 256Q: 3 clusters Score -2.800136e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149740 members 
Mstep: Class 2 contains 83399 members 
Entering Unmasked Estep 
Score: -28001312.000000 Penalty: 6130.257812
	Iteration 257Q: 3 clusters Score -2.800131e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149729 members 
Mstep: Class 2 contains 83410 members 
Entering Unmasked Estep 
Score: -28001308.000000 Penalty: 6130.257812
	Iteration 258Q: 3 clusters Score -2.800131e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149724 members 
Mstep: Class 2 contains 83415 members 
Entering Unmasked Estep 
Score: -28001340.000000 Penalty: 6130.257812
	Iteration 259Q: 3 clusters Score -2.800134e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149696 members 
Mstep: Class 2 contains 83443 members 
Entering Unmasked Estep 
Score: -28001318.000000 Penalty: 6130.257812
	Iteration 260F: 3 clusters Score -2.800132e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149666 members 
Mstep: Class 2 contains 83473 members 
Entering Unmasked Estep 
Score: -28001386.000000 Penalty: 6130.257812
	Iteration 261Q: 3 clusters Score -2.800139e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149641 members 
Mstep: Class 2 contains 83498 members 
Entering Unmasked Estep 
Score: -28001346.000000 Penalty: 6130.257812
	Iteration 262Q: 3 clusters Score -2.800135e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149618 members 
Mstep: Class 2 contains 83521 members 
Entering Unmasked Estep 
Score: -28001380.000000 Penalty: 6130.257812
	Iteration 263Q: 3 clusters Score -2.800138e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149593 members 
Mstep: Class 2 contains 83546 members 
Entering Unmasked Estep 
Score: -28001398.000000 Penalty: 6130.257812
	Iteration 264Q: 3 clusters Score -2.80014e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 83561 members 
Entering Unmasked Estep 
Score: -28001414.000000 Penalty: 6130.257812
	Iteration 265Q: 3 clusters Score -2.800141e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149550 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -28001434.000000 Penalty: 6130.257812
	Iteration 266Q: 3 clusters Score -2.800143e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149505 members 
Mstep: Class 2 contains 83634 members 
Entering Unmasked Estep 
Score: -28001430.000000 Penalty: 6130.257812
	Iteration 267Q: 3 clusters Score -2.800143e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149478 members 
Mstep: Class 2 contains 83661 members 
Entering Unmasked Estep 
Score: -28001408.000000 Penalty: 6130.257812
	Iteration 268Q: 3 clusters Score -2.800141e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149437 members 
Mstep: Class 2 contains 83702 members 
Entering Unmasked Estep 
Score: -28001378.000000 Penalty: 6130.257812
	Iteration 269Q: 3 clusters Score -2.800138e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149404 members 
Mstep: Class 2 contains 83735 members 
Entering Unmasked Estep 
Score: -28001402.000000 Penalty: 6130.257812
	Iteration 270Q: 3 clusters Score -2.80014e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149358 members 
Mstep: Class 2 contains 83781 members 
Entering Unmasked Estep 
Score: -28001394.000000 Penalty: 6130.257812
	Iteration 271Q: 3 clusters Score -2.800139e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149312 members 
Mstep: Class 2 contains 83827 members 
Entering Unmasked Estep 
Score: -28001448.000000 Penalty: 6130.257812
	Iteration 272Q: 3 clusters Score -2.800145e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149268 members 
Mstep: Class 2 contains 83871 members 
Entering Unmasked Estep 
Score: -28001472.000000 Penalty: 6130.257812
	Iteration 273Q: 3 clusters Score -2.800147e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149229 members 
Mstep: Class 2 contains 83910 members 
Entering Unmasked Estep 
Score: -28001452.000000 Penalty: 6130.257812
	Iteration 274Q: 3 clusters Score -2.800145e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149194 members 
Mstep: Class 2 contains 83945 members 
Entering Unmasked Estep 
Score: -28001460.000000 Penalty: 6130.257812
	Iteration 275Q: 3 clusters Score -2.800146e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149166 members 
Mstep: Class 2 contains 83973 members 
Entering Unmasked Estep 
Score: -28001460.000000 Penalty: 6130.257812
	Iteration 276Q: 3 clusters Score -2.800146e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149135 members 
Mstep: Class 2 contains 84004 members 
Entering Unmasked Estep 
Score: -28001430.000000 Penalty: 6130.257812
	Iteration 277Q: 3 clusters Score -2.800143e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149124 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -28001404.000000 Penalty: 6130.257812
	Iteration 278Q: 3 clusters Score -2.80014e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149109 members 
Mstep: Class 2 contains 84030 members 
Entering Unmasked Estep 
Score: -28001398.000000 Penalty: 6130.257812
	Iteration 279Q: 3 clusters Score -2.80014e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149088 members 
Mstep: Class 2 contains 84051 members 
Entering Unmasked Estep 
Score: -28001428.000000 Penalty: 6130.257812
	Iteration 280F: 3 clusters Score -2.800143e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 84076 members 
Entering Unmasked Estep 
Score: -28001416.000000 Penalty: 6130.257812
	Iteration 281Q: 3 clusters Score -2.800142e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149055 members 
Mstep: Class 2 contains 84084 members 
Entering Unmasked Estep 
Score: -28001444.000000 Penalty: 6130.257812
	Iteration 282Q: 3 clusters Score -2.800144e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149032 members 
Mstep: Class 2 contains 84107 members 
Entering Unmasked Estep 
Score: -28001442.000000 Penalty: 6130.257812
	Iteration 283Q: 3 clusters Score -2.800144e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149026 members 
Mstep: Class 2 contains 84113 members 
Entering Unmasked Estep 
Score: -28001450.000000 Penalty: 6130.257812
	Iteration 284Q: 3 clusters Score -2.800145e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149023 members 
Mstep: Class 2 contains 84116 members 
Entering Unmasked Estep 
Score: -28001478.000000 Penalty: 6130.257812
	Iteration 285Q: 3 clusters Score -2.800148e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149000 members 
Mstep: Class 2 contains 84139 members 
Entering Unmasked Estep 
Score: -28001436.000000 Penalty: 6130.257812
	Iteration 286Q: 3 clusters Score -2.800144e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148989 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -28001462.000000 Penalty: 6130.257812
	Iteration 287Q: 3 clusters Score -2.800146e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148989 members 
Mstep: Class 2 contains 84150 members 
Entering Unmasked Estep 
Score: -28001468.000000 Penalty: 6130.257812
	Iteration 288Q: 3 clusters Score -2.800147e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148999 members 
Mstep: Class 2 contains 84140 members 
Entering Unmasked Estep 
Score: -28001484.000000 Penalty: 6130.257812
	Iteration 289Q: 3 clusters Score -2.800148e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149003 members 
Mstep: Class 2 contains 84136 members 
Entering Unmasked Estep 
Score: -28001488.000000 Penalty: 6130.257812
	Iteration 290Q: 3 clusters Score -2.800149e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148996 members 
Mstep: Class 2 contains 84143 members 
Entering Unmasked Estep 
Score: -28001524.000000 Penalty: 6130.257812
	Iteration 291Q: 3 clusters Score -2.800152e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148980 members 
Mstep: Class 2 contains 84159 members 
Entering Unmasked Estep 
Score: -28001528.000000 Penalty: 6130.257812
	Iteration 292Q: 3 clusters Score -2.800153e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148963 members 
Mstep: Class 2 contains 84176 members 
Entering Unmasked Estep 
Score: -28001514.000000 Penalty: 6130.257812
	Iteration 293Q: 3 clusters Score -2.800151e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148933 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -28001524.000000 Penalty: 6130.257812
	Iteration 294Q: 3 clusters Score -2.800152e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148907 members 
Mstep: Class 2 contains 84232 members 
Entering Unmasked Estep 
Score: -28001492.000000 Penalty: 6130.257812
	Iteration 295Q: 3 clusters Score -2.800149e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 84259 members 
Entering Unmasked Estep 
Score: -28001518.000000 Penalty: 6130.257812
	Iteration 296Q: 3 clusters Score -2.800152e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148849 members 
Mstep: Class 2 contains 84290 members 
Entering Unmasked Estep 
Score: -28001534.000000 Penalty: 6130.257812
	Iteration 297Q: 3 clusters Score -2.800153e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148823 members 
Mstep: Class 2 contains 84316 members 
Entering Unmasked Estep 
Score: -28001526.000000 Penalty: 6130.257812
	Iteration 298Q: 3 clusters Score -2.800153e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148824 members 
Mstep: Class 2 contains 84315 members 
Entering Unmasked Estep 
Score: -28001530.000000 Penalty: 6130.257812
	Iteration 299Q: 3 clusters Score -2.800153e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148819 members 
Mstep: Class 2 contains 84320 members 
Entering Unmasked Estep 
Score: -28001532.000000 Penalty: 6130.257812
	Iteration 300F: 3 clusters Score -2.800153e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148818 members 
Mstep: Class 2 contains 84321 members 
Entering Unmasked Estep 
Score: -28001482.000000 Penalty: 6130.257812
	Iteration 301Q: 3 clusters Score -2.800148e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148809 members 
Mstep: Class 2 contains 84330 members 
Entering Unmasked Estep 
Score: -28001544.000000 Penalty: 6130.257812
	Iteration 302Q: 3 clusters Score -2.800154e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148800 members 
Mstep: Class 2 contains 84339 members 
Entering Unmasked Estep 
Score: -28001516.000000 Penalty: 6130.257812
	Iteration 303Q: 3 clusters Score -2.800152e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148785 members 
Mstep: Class 2 contains 84354 members 
Entering Unmasked Estep 
Score: -28001488.000000 Penalty: 6130.257812
	Iteration 304Q: 3 clusters Score -2.800149e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148777 members 
Mstep: Class 2 contains 84362 members 
Entering Unmasked Estep 
Score: -28001460.000000 Penalty: 6130.257812
	Iteration 305Q: 3 clusters Score -2.800146e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148769 members 
Mstep: Class 2 contains 84370 members 
Entering Unmasked Estep 
Score: -28001482.000000 Penalty: 6130.257812
	Iteration 306Q: 3 clusters Score -2.800148e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148758 members 
Mstep: Class 2 contains 84381 members 
Entering Unmasked Estep 
Score: -28001506.000000 Penalty: 6130.257812
	Iteration 307Q: 3 clusters Score -2.800151e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148746 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -28001512.000000 Penalty: 6130.257812
	Iteration 308Q: 3 clusters Score -2.800151e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148736 members 
Mstep: Class 2 contains 84403 members 
Entering Unmasked Estep 
Score: -28001492.000000 Penalty: 6130.257812
	Iteration 309Q: 3 clusters Score -2.800149e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148738 members 
Mstep: Class 2 contains 84401 members 
Entering Unmasked Estep 
Score: -28001460.000000 Penalty: 6130.257812
	Iteration 310Q: 3 clusters Score -2.800146e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148742 members 
Mstep: Class 2 contains 84397 members 
Entering Unmasked Estep 
Score: -28001476.000000 Penalty: 6130.257812
	Iteration 311Q: 3 clusters Score -2.800148e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -28001506.000000 Penalty: 6130.257812
	Iteration 312Q: 3 clusters Score -2.800151e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148728 members 
Mstep: Class 2 contains 84411 members 
Entering Unmasked Estep 
Score: -28001498.000000 Penalty: 6130.257812
	Iteration 313Q: 3 clusters Score -2.80015e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148733 members 
Mstep: Class 2 contains 84406 members 
Entering Unmasked Estep 
Score: -28001506.000000 Penalty: 6130.257812
	Iteration 314Q: 3 clusters Score -2.800151e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148725 members 
Mstep: Class 2 contains 84414 members 
Entering Unmasked Estep 
Score: -28001454.000000 Penalty: 6130.257812
	Iteration 315Q: 3 clusters Score -2.800145e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148723 members 
Mstep: Class 2 contains 84416 members 
Entering Unmasked Estep 
Score: -28001448.000000 Penalty: 6130.257812
	Iteration 316Q: 3 clusters Score -2.800145e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148720 members 
Mstep: Class 2 contains 84419 members 
Entering Unmasked Estep 
Score: -28001462.000000 Penalty: 6130.257812
	Iteration 317Q: 3 clusters Score -2.800146e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148687 members 
Mstep: Class 2 contains 84452 members 
Entering Unmasked Estep 
Score: -28001458.000000 Penalty: 6130.257812
	Iteration 318Q: 3 clusters Score -2.800146e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148663 members 
Mstep: Class 2 contains 84476 members 
Entering Unmasked Estep 
Score: -28001462.000000 Penalty: 6130.257812
	Iteration 319Q: 3 clusters Score -2.800146e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148637 members 
Mstep: Class 2 contains 84502 members 
Entering Unmasked Estep 
Score: -28001450.000000 Penalty: 6130.257812
	Iteration 320F: 3 clusters Score -2.800145e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148588 members 
Mstep: Class 2 contains 84551 members 
Entering Unmasked Estep 
Score: -28001450.000000 Penalty: 6130.257812
	Iteration 321Q: 3 clusters Score -2.800145e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148533 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -28001436.000000 Penalty: 6130.257812
	Iteration 322Q: 3 clusters Score -2.800144e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148473 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -28001488.000000 Penalty: 6130.257812
	Iteration 323Q: 3 clusters Score -2.800149e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 84712 members 
Entering Unmasked Estep 
Score: -28001474.000000 Penalty: 6130.257812
	Iteration 324Q: 3 clusters Score -2.800147e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148331 members 
Mstep: Class 2 contains 84808 members 
Entering Unmasked Estep 
Score: -28001482.000000 Penalty: 6130.257812
	Iteration 325Q: 3 clusters Score -2.800148e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148229 members 
Mstep: Class 2 contains 84910 members 
Entering Unmasked Estep 
Score: -28001446.000000 Penalty: 6130.257812
	Iteration 326Q: 3 clusters Score -2.800145e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148130 members 
Mstep: Class 2 contains 85009 members 
Entering Unmasked Estep 
Score: -28001456.000000 Penalty: 6130.257812
	Iteration 327Q: 3 clusters Score -2.800146e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147994 members 
Mstep: Class 2 contains 85145 members 
Entering Unmasked Estep 
Score: -28001496.000000 Penalty: 6130.257812
	Iteration 328Q: 3 clusters Score -2.80015e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147870 members 
Mstep: Class 2 contains 85269 members 
Entering Unmasked Estep 
Score: -28001518.000000 Penalty: 6130.257812
	Iteration 329Q: 3 clusters Score -2.800152e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147732 members 
Mstep: Class 2 contains 85407 members 
Entering Unmasked Estep 
Score: -28001444.000000 Penalty: 6130.257812
	Iteration 330Q: 3 clusters Score -2.800144e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147589 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -28001454.000000 Penalty: 6130.257812
	Iteration 331Q: 3 clusters Score -2.800145e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147438 members 
Mstep: Class 2 contains 85701 members 
Entering Unmasked Estep 
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	Iteration 332Q: 3 clusters Score -2.800145e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147275 members 
Mstep: Class 2 contains 85864 members 
Entering Unmasked Estep 
Score: -28001468.000000 Penalty: 6130.257812
	Iteration 333Q: 3 clusters Score -2.800147e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147119 members 
Mstep: Class 2 contains 86020 members 
Entering Unmasked Estep 
Score: -28001524.000000 Penalty: 6130.257812
	Iteration 334Q: 3 clusters Score -2.800152e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146951 members 
Mstep: Class 2 contains 86188 members 
Entering Unmasked Estep 
Score: -28001524.000000 Penalty: 6130.257812
	Iteration 335Q: 3 clusters Score -2.800152e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146744 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -28001562.000000 Penalty: 6130.257812
	Iteration 336Q: 3 clusters Score -2.800156e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146529 members 
Mstep: Class 2 contains 86610 members 
Entering Unmasked Estep 
Score: -28001578.000000 Penalty: 6130.257812
	Iteration 337Q: 3 clusters Score -2.800158e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146267 members 
Mstep: Class 2 contains 86872 members 
Entering Unmasked Estep 
Score: -28001704.000000 Penalty: 6130.257812
	Iteration 338Q: 3 clusters Score -2.80017e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145946 members 
Mstep: Class 2 contains 87193 members 
Entering Unmasked Estep 
Score: -28001684.000000 Penalty: 6130.257812
	Iteration 339Q: 3 clusters Score -2.800168e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145578 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -28001766.000000 Penalty: 6130.257812
	Iteration 340F: 3 clusters Score -2.800177e+07 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145124 members 
Mstep: Class 2 contains 88015 members 
Entering Unmasked Estep 
Score: -28001726.000000 Penalty: 6130.257812
	Iteration 341Q: 3 clusters Score -2.800173e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 88570 members 
Entering Unmasked Estep 
Score: -28001822.000000 Penalty: 6130.257812
	Iteration 342Q: 3 clusters Score -2.800182e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144005 members 
Mstep: Class 2 contains 89134 members 
Entering Unmasked Estep 
Score: -28001978.000000 Penalty: 6130.257812
	Iteration 343Q: 3 clusters Score -2.800198e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143352 members 
Mstep: Class 2 contains 89787 members 
Entering Unmasked Estep 
Score: -28002194.000000 Penalty: 6130.257812
	Iteration 344Q: 3 clusters Score -2.800219e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142651 members 
Mstep: Class 2 contains 90488 members 
Entering Unmasked Estep 
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	Iteration 345Q: 3 clusters Score -2.800245e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141909 members 
Mstep: Class 2 contains 91230 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -2.800271e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141134 members 
Mstep: Class 2 contains 92005 members 
Entering Unmasked Estep 
Score: -28002914.000000 Penalty: 6130.257812
	Iteration 347Q: 3 clusters Score -2.800291e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140361 members 
Mstep: Class 2 contains 92778 members 
Entering Unmasked Estep 
Score: -28003188.000000 Penalty: 6130.257812
	Iteration 348Q: 3 clusters Score -2.800319e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139586 members 
Mstep: Class 2 contains 93553 members 
Entering Unmasked Estep 
Score: -28003330.000000 Penalty: 6130.257812
	Iteration 349Q: 3 clusters Score -2.800333e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138819 members 
Mstep: Class 2 contains 94320 members 
Entering Unmasked Estep 
Score: -28003470.000000 Penalty: 6130.257812
	Iteration 350Q: 3 clusters Score -2.800347e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138144 members 
Mstep: Class 2 contains 94995 members 
Entering Unmasked Estep 
Score: -28003650.000000 Penalty: 6130.257812
	Iteration 351Q: 3 clusters Score -2.800365e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137466 members 
Mstep: Class 2 contains 95673 members 
Entering Unmasked Estep 
Score: -28003714.000000 Penalty: 6130.257812
	Iteration 352Q: 3 clusters Score -2.800371e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136756 members 
Mstep: Class 2 contains 96383 members 
Entering Unmasked Estep 
Score: -28003822.000000 Penalty: 6130.257812
	Iteration 353Q: 3 clusters Score -2.800382e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136058 members 
Mstep: Class 2 contains 97081 members 
Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -2.800387e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135407 members 
Mstep: Class 2 contains 97732 members 
Entering Unmasked Estep 
Score: -28003878.000000 Penalty: 6130.257812
	Iteration 355Q: 3 clusters Score -2.800388e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134695 members 
Mstep: Class 2 contains 98444 members 
Entering Unmasked Estep 
Score: -28004006.000000 Penalty: 6130.257812
	Iteration 356Q: 3 clusters Score -2.800401e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 99177 members 
Entering Unmasked Estep 
Score: -28004134.000000 Penalty: 6130.257812
	Iteration 357Q: 3 clusters Score -2.800413e+07 nChanged 733
Entering Unmasked Mstep 
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Mstep: Class 1 contains 133257 members 
Mstep: Class 2 contains 99882 members 
Entering Unmasked Estep 
Score: -28004166.000000 Penalty: 6130.257812
	Iteration 358Q: 3 clusters Score -2.800417e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132553 members 
Mstep: Class 2 contains 100586 members 
Entering Unmasked Estep 
Score: -28004256.000000 Penalty: 6130.257812
	Iteration 359Q: 3 clusters Score -2.800426e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131767 members 
Mstep: Class 2 contains 101372 members 
Entering Unmasked Estep 
Score: -28004320.000000 Penalty: 6130.257812
	Iteration 360F: 3 clusters Score -2.800432e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130933 members 
Mstep: Class 2 contains 102206 members 
Entering Unmasked Estep 
Score: -28004330.000000 Penalty: 6130.257812
	Iteration 361Q: 3 clusters Score -2.800433e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130084 members 
Mstep: Class 2 contains 103055 members 
Entering Unmasked Estep 
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	Iteration 362Q: 3 clusters Score -2.800443e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129205 members 
Mstep: Class 2 contains 103934 members 
Entering Unmasked Estep 
Score: -28004442.000000 Penalty: 6130.257812
	Iteration 363Q: 3 clusters Score -2.800444e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128307 members 
Mstep: Class 2 contains 104832 members 
Entering Unmasked Estep 
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	Iteration 364Q: 3 clusters Score -2.800447e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127353 members 
Mstep: Class 2 contains 105786 members 
Entering Unmasked Estep 
Score: -28004466.000000 Penalty: 6130.257812
	Iteration 365Q: 3 clusters Score -2.800447e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126313 members 
Mstep: Class 2 contains 106826 members 
Entering Unmasked Estep 
Score: -28004496.000000 Penalty: 6130.257812
	Iteration 366Q: 3 clusters Score -2.80045e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125234 members 
Mstep: Class 2 contains 107905 members 
Entering Unmasked Estep 
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	Iteration 367Q: 3 clusters Score -2.800465e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124162 members 
Mstep: Class 2 contains 108977 members 
Entering Unmasked Estep 
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	Iteration 368Q: 3 clusters Score -2.800473e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123057 members 
Mstep: Class 2 contains 110082 members 
Entering Unmasked Estep 
Score: -28004780.000000 Penalty: 6130.257812
	Iteration 369Q: 3 clusters Score -2.800478e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121977 members 
Mstep: Class 2 contains 111162 members 
Entering Unmasked Estep 
Score: -28004954.000000 Penalty: 6130.257812
	Iteration 370Q: 3 clusters Score -2.800495e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120865 members 
Mstep: Class 2 contains 112274 members 
Entering Unmasked Estep 
Score: -28005068.000000 Penalty: 6130.257812
	Iteration 371Q: 3 clusters Score -2.800507e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119652 members 
Mstep: Class 2 contains 113487 members 
Entering Unmasked Estep 
Score: -28005312.000000 Penalty: 6130.257812
	Iteration 372Q: 3 clusters Score -2.800531e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118486 members 
Mstep: Class 2 contains 114653 members 
Entering Unmasked Estep 
Score: -28005358.000000 Penalty: 6130.257812
	Iteration 373Q: 3 clusters Score -2.800536e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117290 members 
Mstep: Class 2 contains 115849 members 
Entering Unmasked Estep 
Score: -28005522.000000 Penalty: 6130.257812
	Iteration 374Q: 3 clusters Score -2.800552e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116041 members 
Mstep: Class 2 contains 117098 members 
Entering Unmasked Estep 
Score: -28005694.000000 Penalty: 6130.257812
	Iteration 375Q: 3 clusters Score -2.800569e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114778 members 
Mstep: Class 2 contains 118361 members 
Entering Unmasked Estep 
Score: -28005818.000000 Penalty: 6130.257812
	Iteration 376Q: 3 clusters Score -2.800582e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113419 members 
Mstep: Class 2 contains 119720 members 
Entering Unmasked Estep 
Score: -28005950.000000 Penalty: 6130.257812
	Iteration 377Q: 3 clusters Score -2.800595e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112047 members 
Mstep: Class 2 contains 121092 members 
Entering Unmasked Estep 
Score: -28006140.000000 Penalty: 6130.257812
	Iteration 378Q: 3 clusters Score -2.800614e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110723 members 
Mstep: Class 2 contains 122416 members 
Entering Unmasked Estep 
Score: -28006330.000000 Penalty: 6130.257812
	Iteration 379Q: 3 clusters Score -2.800633e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109383 members 
Mstep: Class 2 contains 123756 members 
Entering Unmasked Estep 
Score: -28006504.000000 Penalty: 6130.257812
	Iteration 380F: 3 clusters Score -2.80065e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107997 members 
Mstep: Class 2 contains 125142 members 
Entering Unmasked Estep 
Score: -28006692.000000 Penalty: 6130.257812
	Iteration 381Q: 3 clusters Score -2.800669e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106567 members 
Mstep: Class 2 contains 126572 members 
Entering Unmasked Estep 
Score: -28006862.000000 Penalty: 6130.257812
	Iteration 382Q: 3 clusters Score -2.800686e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105198 members 
Mstep: Class 2 contains 127941 members 
Entering Unmasked Estep 
Score: -28007088.000000 Penalty: 6130.257812
	Iteration 383Q: 3 clusters Score -2.800709e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103754 members 
Mstep: Class 2 contains 129385 members 
Entering Unmasked Estep 
Score: -28007154.000000 Penalty: 6130.257812
	Iteration 384Q: 3 clusters Score -2.800715e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102346 members 
Mstep: Class 2 contains 130793 members 
Entering Unmasked Estep 
Score: -28007340.000000 Penalty: 6130.257812
	Iteration 385Q: 3 clusters Score -2.800734e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100973 members 
Mstep: Class 2 contains 132166 members 
Entering Unmasked Estep 
Score: -28007542.000000 Penalty: 6130.257812
	Iteration 386Q: 3 clusters Score -2.800754e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 133553 members 
Entering Unmasked Estep 
Score: -28007718.000000 Penalty: 6130.257812
	Iteration 387Q: 3 clusters Score -2.800772e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98205 members 
Mstep: Class 2 contains 134934 members 
Entering Unmasked Estep 
Score: -28007982.000000 Penalty: 6130.257812
	Iteration 388Q: 3 clusters Score -2.800798e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96704 members 
Mstep: Class 2 contains 136435 members 
Entering Unmasked Estep 
Score: -28008110.000000 Penalty: 6130.257812
	Iteration 389Q: 3 clusters Score -2.800811e+07 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95145 members 
Mstep: Class 2 contains 137994 members 
Entering Unmasked Estep 
Score: -28008368.000000 Penalty: 6130.257812
	Iteration 390Q: 3 clusters Score -2.800837e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93544 members 
Mstep: Class 2 contains 139595 members 
Entering Unmasked Estep 
Score: -28008532.000000 Penalty: 6130.257812
	Iteration 391Q: 3 clusters Score -2.800853e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91959 members 
Mstep: Class 2 contains 141180 members 
Entering Unmasked Estep 
Score: -28008742.000000 Penalty: 6130.257812
	Iteration 392Q: 3 clusters Score -2.800874e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90259 members 
Mstep: Class 2 contains 142880 members 
Entering Unmasked Estep 
Score: -28009002.000000 Penalty: 6130.257812
	Iteration 393Q: 3 clusters Score -2.8009e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88373 members 
Mstep: Class 2 contains 144766 members 
Entering Unmasked Estep 
Score: -28009324.000000 Penalty: 6130.257812
	Iteration 394Q: 3 clusters Score -2.800932e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86247 members 
Mstep: Class 2 contains 146892 members 
Entering Unmasked Estep 
Score: -28009608.000000 Penalty: 6130.257812
	Iteration 395Q: 3 clusters Score -2.800961e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 149224 members 
Entering Unmasked Estep 
Score: -28010058.000000 Penalty: 6130.257812
	Iteration 396Q: 3 clusters Score -2.801006e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81210 members 
Mstep: Class 2 contains 151929 members 
Entering Unmasked Estep 
Score: -28010206.000000 Penalty: 6130.257812
	Iteration 397Q: 3 clusters Score -2.801021e+07 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78018 members 
Mstep: Class 2 contains 155121 members 
Entering Unmasked Estep 
Score: -28010500.000000 Penalty: 6130.257812
	Iteration 398Q: 3 clusters Score -2.80105e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74551 members 
Mstep: Class 2 contains 158588 members 
Entering Unmasked Estep 
Score: -28010508.000000 Penalty: 6130.257812
	Iteration 399Q: 3 clusters Score -2.801051e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70509 members 
Mstep: Class 2 contains 162630 members 
Entering Unmasked Estep 
Score: -28010444.000000 Penalty: 6130.257812
	Iteration 400F: 3 clusters Score -2.801044e+07 nChanged 4326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66185 members 
Mstep: Class 2 contains 166954 members 
Entering Unmasked Estep 
Score: -28010388.000000 Penalty: 6130.257812
	Iteration 401Q: 3 clusters Score -2.801039e+07 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61553 members 
Mstep: Class 2 contains 171586 members 
Entering Unmasked Estep 
Score: -28010198.000000 Penalty: 6130.257812
	Iteration 402Q: 3 clusters Score -2.80102e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56846 members 
Mstep: Class 2 contains 176293 members 
Entering Unmasked Estep 
Score: -28010004.000000 Penalty: 6130.257812
	Iteration 403Q: 3 clusters Score -2.801e+07 nChanged 4567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 180858 members 
Entering Unmasked Estep 
Score: -28009756.000000 Penalty: 6130.257812
	Iteration 404Q: 3 clusters Score -2.800976e+07 nChanged 4430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47851 members 
Mstep: Class 2 contains 185288 members 
Entering Unmasked Estep 
Score: -28009500.000000 Penalty: 6130.257812
	Iteration 405Q: 3 clusters Score -2.80095e+07 nChanged 4133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43718 members 
Mstep: Class 2 contains 189421 members 
Entering Unmasked Estep 
Score: -28009056.000000 Penalty: 6130.257812
	Iteration 406Q: 3 clusters Score -2.800906e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 193432 members 
Entering Unmasked Estep 
Score: -28008470.000000 Penalty: 6130.257812
	Iteration 407Q: 3 clusters Score -2.800847e+07 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35883 members 
Mstep: Class 2 contains 197256 members 
Entering Unmasked Estep 
Score: -28007778.000000 Penalty: 6130.257812
	Iteration 408Q: 3 clusters Score -2.800778e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32288 members 
Mstep: Class 2 contains 200851 members 
Entering Unmasked Estep 
Score: -28006952.000000 Penalty: 6130.257812
	Iteration 409Q: 3 clusters Score -2.800695e+07 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28945 members 
Mstep: Class 2 contains 204194 members 
Entering Unmasked Estep 
Score: -28006452.000000 Penalty: 6130.257812
	Iteration 410Q: 3 clusters Score -2.800645e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 207187 members 
Entering Unmasked Estep 
Score: -28006064.000000 Penalty: 6130.257812
	Iteration 411Q: 3 clusters Score -2.800606e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 209915 members 
Entering Unmasked Estep 
Score: -28005636.000000 Penalty: 6130.257812
	Iteration 412Q: 3 clusters Score -2.800564e+07 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 212259 members 
Entering Unmasked Estep 
Score: -28005164.000000 Penalty: 6130.257812
	Iteration 413Q: 3 clusters Score -2.800516e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 214197 members 
Entering Unmasked Estep 
Score: -28004816.000000 Penalty: 6130.257812
	Iteration 414Q: 3 clusters Score -2.800482e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 215816 members 
Entering Unmasked Estep 
Score: -28004532.000000 Penalty: 6130.257812
	Iteration 415Q: 3 clusters Score -2.800453e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 217144 members 
Entering Unmasked Estep 
Score: -28004312.000000 Penalty: 6130.257812
	Iteration 416Q: 3 clusters Score -2.800431e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 218223 members 
Entering Unmasked Estep 
Score: -28004236.000000 Penalty: 6130.257812
	Iteration 417Q: 3 clusters Score -2.800424e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 219050 members 
Entering Unmasked Estep 
Score: -28004200.000000 Penalty: 6130.257812
	Iteration 418Q: 3 clusters Score -2.80042e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 219670 members 
Entering Unmasked Estep 
Score: -28004108.000000 Penalty: 6130.257812
	Iteration 419Q: 3 clusters Score -2.800411e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 220133 members 
Entering Unmasked Estep 
Score: -28004792.000000 Penalty: 6130.257812
	Iteration 420F: 3 clusters Score -2.800479e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 221907 members 
Entering Unmasked Estep 
Score: -28004246.000000 Penalty: 6130.257812
	Iteration 421Q: 3 clusters Score -2.800425e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 223293 members 
Entering Unmasked Estep 
Score: -28003774.000000 Penalty: 6130.257812
	Iteration 422Q: 3 clusters Score -2.800377e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 224481 members 
Entering Unmasked Estep 
Score: -28003404.000000 Penalty: 6130.257812
	Iteration 423Q: 3 clusters Score -2.80034e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 225460 members 
Entering Unmasked Estep 
Score: -28003074.000000 Penalty: 6130.257812
	Iteration 424Q: 3 clusters Score -2.800307e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 226270 members 
Entering Unmasked Estep 
Score: -28002814.000000 Penalty: 6130.257812
	Iteration 425Q: 3 clusters Score -2.800281e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 226934 members 
Entering Unmasked Estep 
Score: -28002572.000000 Penalty: 6130.257812
	Iteration 426Q: 3 clusters Score -2.800257e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 227458 members 
Entering Unmasked Estep 
Score: -28002312.000000 Penalty: 6130.257812
	Iteration 427Q: 3 clusters Score -2.800231e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 227877 members 
Entering Unmasked Estep 
Score: -28002072.000000 Penalty: 6130.257812
	Iteration 428Q: 3 clusters Score -2.800207e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 228217 members 
Entering Unmasked Estep 
Score: -28001902.000000 Penalty: 6130.257812
	Iteration 429Q: 3 clusters Score -2.80019e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 228487 members 
Entering Unmasked Estep 
Score: -28001792.000000 Penalty: 6130.257812
	Iteration 430Q: 3 clusters Score -2.800179e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 228721 members 
Entering Unmasked Estep 
Score: -28001666.000000 Penalty: 6130.257812
	Iteration 431Q: 3 clusters Score -2.800167e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 228911 members 
Entering Unmasked Estep 
Score: -28001518.000000 Penalty: 6130.257812
	Iteration 432Q: 3 clusters Score -2.800152e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 229062 members 
Entering Unmasked Estep 
Score: -28001458.000000 Penalty: 6130.257812
	Iteration 433Q: 3 clusters Score -2.800146e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 229202 members 
Entering Unmasked Estep 
Score: -28001364.000000 Penalty: 6130.257812
	Iteration 434Q: 3 clusters Score -2.800136e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 229305 members 
Entering Unmasked Estep 
Score: -28001312.000000 Penalty: 6130.257812
	Iteration 435Q: 3 clusters Score -2.800131e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 229389 members 
Entering Unmasked Estep 
Score: -28001286.000000 Penalty: 6130.257812
	Iteration 436Q: 3 clusters Score -2.800129e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 229469 members 
Entering Unmasked Estep 
Score: -28001254.000000 Penalty: 6130.257812
	Iteration 437Q: 3 clusters Score -2.800125e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 229537 members 
Entering Unmasked Estep 
Score: -28001184.000000 Penalty: 6130.257812
	Iteration 438Q: 3 clusters Score -2.800118e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 229603 members 
Entering Unmasked Estep 
Score: -28001142.000000 Penalty: 6130.257812
	Iteration 439Q: 3 clusters Score -2.800114e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 229657 members 
Entering Unmasked Estep 
Score: -28001164.000000 Penalty: 6130.257812
	Iteration 440F: 3 clusters Score -2.800116e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 229708 members 
Entering Unmasked Estep 
Score: -28001150.000000 Penalty: 6130.257812
	Iteration 441Q: 3 clusters Score -2.800115e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 229760 members 
Entering Unmasked Estep 
Score: -28001070.000000 Penalty: 6130.257812
	Iteration 442Q: 3 clusters Score -2.800107e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 229803 members 
Entering Unmasked Estep 
Score: -28001080.000000 Penalty: 6130.257812
	Iteration 443Q: 3 clusters Score -2.800108e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 229840 members 
Entering Unmasked Estep 
Score: -28001016.000000 Penalty: 6130.257812
	Iteration 444Q: 3 clusters Score -2.800102e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 229871 members 
Entering Unmasked Estep 
Score: -28001022.000000 Penalty: 6130.257812
	Iteration 445Q: 3 clusters Score -2.800102e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 229894 members 
Entering Unmasked Estep 
Score: -28000982.000000 Penalty: 6130.257812
	Iteration 446Q: 3 clusters Score -2.800098e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 229915 members 
Entering Unmasked Estep 
Score: -28000974.000000 Penalty: 6130.257812
	Iteration 447Q: 3 clusters Score -2.800097e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 229934 members 
Entering Unmasked Estep 
Score: -28000970.000000 Penalty: 6130.257812
	Iteration 448Q: 3 clusters Score -2.800097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 229943 members 
Entering Unmasked Estep 
Score: -28000982.000000 Penalty: 6130.257812
	Iteration 449Q: 3 clusters Score -2.800098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 229948 members 
Entering Unmasked Estep 
Score: -28000976.000000 Penalty: 6130.257812
	Iteration 450Q: 3 clusters Score -2.800098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 229958 members 
Entering Unmasked Estep 
Score: -28000982.000000 Penalty: 6130.257812
	Iteration 451Q: 3 clusters Score -2.800098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 229966 members 
Entering Unmasked Estep 
Score: -28000964.000000 Penalty: 6130.257812
	Iteration 452Q: 3 clusters Score -2.800096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 229971 members 
Entering Unmasked Estep 
Score: -28000960.000000 Penalty: 6130.257812
	Iteration 453Q: 3 clusters Score -2.800096e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 229979 members 
Entering Unmasked Estep 
Score: -28000952.000000 Penalty: 6130.257812
	Iteration 454Q: 3 clusters Score -2.800095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 229985 members 
Entering Unmasked Estep 
Score: -28000946.000000 Penalty: 6130.257812
	Iteration 455Q: 3 clusters Score -2.800095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 229991 members 
Entering Unmasked Estep 
Score: -28000932.000000 Penalty: 6130.257812
	Iteration 456Q: 3 clusters Score -2.800093e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 229998 members 
Entering Unmasked Estep 
Score: -28000932.000000 Penalty: 6130.257812
	Iteration 457Q: 3 clusters Score -2.800093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 230003 members 
Entering Unmasked Estep 
Score: -28000916.000000 Penalty: 6130.257812
	Iteration 458Q: 3 clusters Score -2.800092e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 230012 members 
Entering Unmasked Estep 
Score: -28000898.000000 Penalty: 6130.257812
	Iteration 459Q: 3 clusters Score -2.80009e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 230015 members 
Entering Unmasked Estep 
Score: -28000898.000000 Penalty: 6130.257812
	Iteration 460F: 3 clusters Score -2.80009e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 230016 members 
Entering Unmasked Estep 
Score: -28000894.000000 Penalty: 6130.257812
	Iteration 461Q: 3 clusters Score -2.800089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 230016 members 
Entering Unmasked Estep 
Score: -28000894.000000 Penalty: 6130.257812
	Iteration 462F: 3 clusters Score -2.800089e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 156084 members 
Mstep: Class 3 contains 172047 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 5 contains 296 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 7 contains 3366 members 
Mstep: Class 8 contains 230016 members 
Mstep: Class 14 contains 39930 members 
Mstep: Class 20 contains 53695 members 
Mstep: Class 22 contains 3123 members 
Entering Unmasked Estep 
Score: -81060528.000000 Penalty: 36654.218750
Splitting cluster 22 changes total score from -81029344.000000 to -81060528.000000
So it's getting split into cluster 8.
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22170 members 
Mstep: Class 2 contains 156084 members 
Mstep: Class 4 contains 1648 members 
Mstep: Class 6 contains 2016 members 
Mstep: Class 14 contains 39930 members 
Mstep: Class 20 contains 53695 members 
Mstep: Class 22 contains 3123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81071656.000000 Penalty: 36654.218750
Iteration 39Q: 12 clusters Score -8.107166e+07 nChanged 23449
Entering Unmasked Mstep 
Mstep: Class 0 contains 9 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 170938 members 
Mstep: Class 3 contains 168984 members 
Mstep: Class 4 contains 1814 members 
Mstep: Class 5 contains 294 members 
Mstep: Class 6 contains 1893 members 
Mstep: Class 7 contains 3365 members 
Mstep: Class 8 contains 216325 members 
Mstep: Class 14 contains 39752 members 
Mstep: Class 20 contains 55615 members 
Mstep: Class 22 contains 3148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81082184.000000 Penalty: 36654.218750
Iteration 40F: 12 clusters Score -8.108218e+07 nChanged 20678
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 22046 members 
Mstep: Class 2 contains 178990 members 
Mstep: Class 3 contains 170810 members 
Mstep: Class 4 contains 1886 members 
Mstep: Class 5 contains 298 members 
Mstep: Class 6 contains 1808 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 8 contains 207283 members 
Mstep: Class 14 contains 39067 members 
Mstep: Class 20 contains 55675 members 
Mstep: Class 22 contains 3150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81087624.000000 Penalty: 36654.218750
Iteration 41Q: 12 clusters Score -8.108762e+07 nChanged 16641
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 185392 members 
Mstep: Class 3 contains 173877 members 
Mstep: Class 4 contains 1930 members 
Mstep: Class 5 contains 295 members 
Mstep: Class 6 contains 1761 members 
Mstep: Class 7 contains 3423 members 
Mstep: Class 8 contains 198503 members 
Mstep: Class 14 contains 38358 members 
Mstep: Class 20 contains 55794 members 
Mstep: Class 22 contains 3185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81090944.000000 Penalty: 36654.218750
Iteration 42Q: 12 clusters Score -8.109094e+07 nChanged 16421
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 190672 members 
Mstep: Class 3 contains 177985 members 
Mstep: Class 4 contains 1966 members 
Mstep: Class 5 contains 295 members 
Mstep: Class 6 contains 1721 members 
Mstep: Class 7 contains 3468 members 
Mstep: Class 8 contains 189862 members 
Mstep: Class 14 contains 37629 members 
Mstep: Class 20 contains 55831 members 
Mstep: Class 22 contains 3232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81093720.000000 Penalty: 36654.218750
Iteration 43Q: 12 clusters Score -8.109372e+07 nChanged 16852
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21603 members 
Mstep: Class 2 contains 195182 members 
Mstep: Class 3 contains 182967 members 
Mstep: Class 4 contains 1992 members 
Mstep: Class 5 contains 294 members 
Mstep: Class 6 contains 1694 members 
Mstep: Class 7 contains 3505 members 
Mstep: Class 8 contains 181123 members 
Mstep: Class 14 contains 36869 members 
Mstep: Class 20 contains 55867 members 
Mstep: Class 22 contains 3299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3303.045654 but Gain 3332.199219
Score: -81095856.000000 Penalty: 33322.019531
Iteration 44Q: 11 clusters Score -8.109586e+07 nChanged 18823
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 199418 members 
Mstep: Class 3 contains 189113 members 
Mstep: Class 4 contains 2537 members 
Mstep: Class 5 contains 294 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 172608 members 
Mstep: Class 14 contains 36172 members 
Mstep: Class 20 contains 55849 members 
Mstep: Class 22 contains 3402 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 45Q: 11 clusters Score -8.109923e+07 nChanged 17348
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 202212 members 
Mstep: Class 3 contains 195428 members 
Mstep: Class 4 contains 2646 members 
Mstep: Class 5 contains 316 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 164029 members 
Mstep: Class 14 contains 35481 members 
Mstep: Class 20 contains 55820 members 
Mstep: Class 22 contains 3526 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 46Q: 11 clusters Score -8.110026e+07 nChanged 16677
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 203871 members 
Mstep: Class 3 contains 202158 members 
Mstep: Class 4 contains 2685 members 
Mstep: Class 5 contains 329 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 156205 members 
Mstep: Class 14 contains 34816 members 
Mstep: Class 20 contains 55772 members 
Mstep: Class 22 contains 3687 members 
Entering Unmasked Estep 
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Iteration 47Q: 11 clusters Score -8.110137e+07 nChanged 15726
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 203734 members 
Mstep: Class 3 contains 209267 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 337 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 149732 members 
Mstep: Class 14 contains 34129 members 
Mstep: Class 20 contains 55759 members 
Mstep: Class 22 contains 3907 members 
Entering Unmasked Estep 
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Iteration 48Q: 11 clusters Score -8.110208e+07 nChanged 15107
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 202482 members 
Mstep: Class 3 contains 216457 members 
Mstep: Class 4 contains 2709 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 7 contains 3665 members 
Mstep: Class 8 contains 144243 members 
Mstep: Class 14 contains 33420 members 
Mstep: Class 20 contains 55797 members 
Mstep: Class 22 contains 4183 members 
Entering Unmasked Estep 
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Iteration 49Q: 11 clusters Score -8.11025e+07 nChanged 13927
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 200274 members 
Mstep: Class 3 contains 223338 members 
Mstep: Class 4 contains 2715 members 
Mstep: Class 5 contains 341 members 
Mstep: Class 7 contains 3691 members 
Mstep: Class 8 contains 139872 members 
Mstep: Class 14 contains 32727 members 
Mstep: Class 20 contains 55912 members 
Mstep: Class 22 contains 4504 members 
Entering Unmasked Estep 
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Iteration 50Q: 11 clusters Score -8.1103e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 197508 members 
Mstep: Class 3 contains 229880 members 
Mstep: Class 4 contains 2714 members 
Mstep: Class 5 contains 343 members 
Mstep: Class 7 contains 3718 members 
Mstep: Class 8 contains 136304 members 
Mstep: Class 14 contains 32085 members 
Mstep: Class 20 contains 56060 members 
Mstep: Class 22 contains 4815 members 
Entering Unmasked Estep 
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Iteration 51Q: 11 clusters Score -8.110236e+07 nChanged 10997
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 194611 members 
Mstep: Class 3 contains 235801 members 
Mstep: Class 4 contains 2717 members 
Mstep: Class 5 contains 345 members 
Mstep: Class 7 contains 3744 members 
Mstep: Class 8 contains 133429 members 
Mstep: Class 14 contains 31475 members 
Mstep: Class 20 contains 56227 members 
Mstep: Class 22 contains 5116 members 
Entering Unmasked Estep 
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Iteration 52Q: 11 clusters Score -8.110269e+07 nChanged 9252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 191639 members 
Mstep: Class 3 contains 240977 members 
Mstep: Class 4 contains 2722 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3777 members 
Mstep: Class 8 contains 131315 members 
Mstep: Class 14 contains 30962 members 
Mstep: Class 20 contains 56386 members 
Mstep: Class 22 contains 5378 members 
Entering Unmasked Estep 
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Iteration 53Q: 11 clusters Score -8.110245e+07 nChanged 7850
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 188836 members 
Mstep: Class 3 contains 245466 members 
Mstep: Class 4 contains 2726 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3795 members 
Mstep: Class 8 contains 129701 members 
Mstep: Class 14 contains 30491 members 
Mstep: Class 20 contains 56546 members 
Mstep: Class 22 contains 5607 members 
Entering Unmasked Estep 
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Iteration 54Q: 11 clusters Score -8.110218e+07 nChanged 6672
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 186070 members 
Mstep: Class 3 contains 249414 members 
Mstep: Class 4 contains 2724 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3816 members 
Mstep: Class 8 contains 128583 members 
Mstep: Class 14 contains 30098 members 
Mstep: Class 20 contains 56660 members 
Mstep: Class 22 contains 5822 members 
Entering Unmasked Estep 
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Iteration 55Q: 11 clusters Score -8.110204e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 183530 members 
Mstep: Class 3 contains 252714 members 
Mstep: Class 4 contains 2728 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3837 members 
Mstep: Class 8 contains 127799 members 
Mstep: Class 14 contains 29740 members 
Mstep: Class 20 contains 56805 members 
Mstep: Class 22 contains 6046 members 
Entering Unmasked Estep 
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Iteration 56Q: 11 clusters Score -8.110159e+07 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20833 members 
Mstep: Class 2 contains 181150 members 
Mstep: Class 3 contains 255497 members 
Mstep: Class 4 contains 2732 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3865 members 
Mstep: Class 8 contains 127333 members 
Mstep: Class 14 contains 29459 members 
Mstep: Class 20 contains 56919 members 
Mstep: Class 22 contains 6261 members 
Entering Unmasked Estep 
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Iteration 57Q: 11 clusters Score -8.110185e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 178944 members 
Mstep: Class 3 contains 257797 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3886 members 
Mstep: Class 8 contains 127121 members 
Mstep: Class 14 contains 29247 members 
Mstep: Class 20 contains 57021 members 
Mstep: Class 22 contains 6468 members 
Entering Unmasked Estep 
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Iteration 58Q: 11 clusters Score -8.110143e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 177039 members 
Mstep: Class 3 contains 259696 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3909 members 
Mstep: Class 8 contains 127057 members 
Mstep: Class 14 contains 29033 members 
Mstep: Class 20 contains 57103 members 
Mstep: Class 22 contains 6662 members 
Entering Unmasked Estep 
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Iteration 59Q: 11 clusters Score -8.110112e+07 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 175404 members 
Mstep: Class 3 contains 261226 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3927 members 
Mstep: Class 8 contains 127119 members 
Mstep: Class 14 contains 28853 members 
Mstep: Class 20 contains 57169 members 
Mstep: Class 22 contains 6829 members 
Entering Unmasked Estep 
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Score: -81102584.000000 Penalty: 33322.019531
Iteration 60F: 11 clusters Score -8.110258e+07 nChanged 5006
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 176210 members 
Mstep: Class 3 contains 262346 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3945 members 
Mstep: Class 8 contains 125139 members 
Mstep: Class 14 contains 28699 members 
Mstep: Class 20 contains 57210 members 
Mstep: Class 22 contains 7001 members 
Entering Unmasked Estep 
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Iteration 61Q: 11 clusters Score -8.110278e+07 nChanged 5513
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20733 members 
Mstep: Class 2 contains 176685 members 
Mstep: Class 3 contains 263264 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3958 members 
Mstep: Class 8 contains 123675 members 
Mstep: Class 14 contains 28540 members 
Mstep: Class 20 contains 57258 members 
Mstep: Class 22 contains 7196 members 
Entering Unmasked Estep 
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Iteration 62Q: 11 clusters Score -8.110286e+07 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 177228 members 
Mstep: Class 3 contains 263907 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3971 members 
Mstep: Class 8 contains 122450 members 
Mstep: Class 14 contains 28392 members 
Mstep: Class 20 contains 57262 members 
Mstep: Class 22 contains 7388 members 
Entering Unmasked Estep 
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Iteration 63Q: 11 clusters Score -8.110318e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 177800 members 
Mstep: Class 3 contains 264117 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3981 members 
Mstep: Class 8 contains 121574 members 
Mstep: Class 14 contains 28295 members 
Mstep: Class 20 contains 57263 members 
Mstep: Class 22 contains 7587 members 
Entering Unmasked Estep 
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Iteration 64Q: 11 clusters Score -8.110295e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 178572 members 
Mstep: Class 3 contains 263907 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 3987 members 
Mstep: Class 8 contains 120918 members 
Mstep: Class 14 contains 28208 members 
Mstep: Class 20 contains 57288 members 
Mstep: Class 22 contains 7750 members 
Entering Unmasked Estep 
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Iteration 65Q: 11 clusters Score -8.110288e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20671 members 
Mstep: Class 2 contains 179526 members 
Mstep: Class 3 contains 263290 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4000 members 
Mstep: Class 8 contains 120477 members 
Mstep: Class 14 contains 28120 members 
Mstep: Class 20 contains 57320 members 
Mstep: Class 22 contains 7902 members 
Entering Unmasked Estep 
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Iteration 66Q: 11 clusters Score -8.110286e+07 nChanged 4334
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 180650 members 
Mstep: Class 3 contains 262268 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4015 members 
Mstep: Class 8 contains 120316 members 
Mstep: Class 14 contains 28033 members 
Mstep: Class 20 contains 57310 members 
Mstep: Class 22 contains 8049 members 
Entering Unmasked Estep 
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Score: -81102904.000000 Penalty: 33322.019531
Iteration 67Q: 11 clusters Score -8.11029e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20658 members 
Mstep: Class 2 contains 182090 members 
Mstep: Class 3 contains 260743 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4027 members 
Mstep: Class 8 contains 120386 members 
Mstep: Class 14 contains 27962 members 
Mstep: Class 20 contains 57292 members 
Mstep: Class 22 contains 8150 members 
Entering Unmasked Estep 
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Iteration 68Q: 11 clusters Score -8.110286e+07 nChanged 4497
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 183817 members 
Mstep: Class 3 contains 258739 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4034 members 
Mstep: Class 8 contains 120624 members 
Mstep: Class 14 contains 27923 members 
Mstep: Class 20 contains 57294 members 
Mstep: Class 22 contains 8238 members 
Entering Unmasked Estep 
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Score: -81102832.000000 Penalty: 33322.019531
Iteration 69Q: 11 clusters Score -8.110283e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20626 members 
Mstep: Class 2 contains 185685 members 
Mstep: Class 3 contains 256473 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4046 members 
Mstep: Class 8 contains 121031 members 
Mstep: Class 14 contains 27856 members 
Mstep: Class 20 contains 57250 members 
Mstep: Class 22 contains 8339 members 
Entering Unmasked Estep 
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Iteration 70Q: 11 clusters Score -8.110329e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 187713 members 
Mstep: Class 3 contains 253891 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4057 members 
Mstep: Class 8 contains 121559 members 
Mstep: Class 14 contains 27790 members 
Mstep: Class 20 contains 57215 members 
Mstep: Class 22 contains 8455 members 
Entering Unmasked Estep 
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Iteration 71Q: 11 clusters Score -8.110331e+07 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 189764 members 
Mstep: Class 3 contains 251163 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4061 members 
Mstep: Class 8 contains 122280 members 
Mstep: Class 14 contains 27701 members 
Mstep: Class 20 contains 57137 members 
Mstep: Class 22 contains 8591 members 
Entering Unmasked Estep 
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Iteration 72Q: 11 clusters Score -8.110355e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 191925 members 
Mstep: Class 3 contains 248245 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4064 members 
Mstep: Class 8 contains 123077 members 
Mstep: Class 14 contains 27620 members 
Mstep: Class 20 contains 57046 members 
Mstep: Class 22 contains 8732 members 
Entering Unmasked Estep 
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Iteration 73Q: 11 clusters Score -8.110426e+07 nChanged 5650
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 194142 members 
Mstep: Class 3 contains 245102 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 124070 members 
Mstep: Class 14 contains 27509 members 
Mstep: Class 20 contains 56958 members 
Mstep: Class 22 contains 8858 members 
Entering Unmasked Estep 
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Iteration 74Q: 11 clusters Score -8.11045e+07 nChanged 5965
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 196500 members 
Mstep: Class 3 contains 241635 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 125271 members 
Mstep: Class 14 contains 27408 members 
Mstep: Class 20 contains 56856 members 
Mstep: Class 22 contains 8975 members 
Entering Unmasked Estep 
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Iteration 75Q: 11 clusters Score -8.110474e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 198810 members 
Mstep: Class 3 contains 237907 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 126783 members 
Mstep: Class 14 contains 27312 members 
Mstep: Class 20 contains 56756 members 
Mstep: Class 22 contains 9083 members 
Entering Unmasked Estep 
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Iteration 76Q: 11 clusters Score -8.11049e+07 nChanged 6616
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 201064 members 
Mstep: Class 3 contains 234040 members 
Mstep: Class 4 contains 2732 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 128533 members 
Mstep: Class 14 contains 27209 members 
Mstep: Class 20 contains 56641 members 
Mstep: Class 22 contains 9169 members 
Entering Unmasked Estep 
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Iteration 77Q: 11 clusters Score -8.110433e+07 nChanged 6789
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 203395 members 
Mstep: Class 3 contains 230026 members 
Mstep: Class 4 contains 2731 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 130346 members 
Mstep: Class 14 contains 27091 members 
Mstep: Class 20 contains 56525 members 
Mstep: Class 22 contains 9263 members 
Entering Unmasked Estep 
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Iteration 78Q: 11 clusters Score -8.11042e+07 nChanged 6955
Entering ConstructFrom: 
Score: -81104200.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Entering Unmasked Estep 
Score: -2475892.000000 Penalty: 2463.287109
	Iteration 0F: 2 clusters Score -2475892 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2461453.250000 Penalty: 4926.574219
	Iteration 0F: 3 clusters Score -2461453 nChanged 9109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -2466267.750000 Penalty: 4926.574219
	Iteration 1F: 3 clusters Score -2466268 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -2466635 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -2466958 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -2467309.250000 Penalty: 4926.574219
	Iteration 4Q: 3 clusters Score -2467309 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2467787.750000 Penalty: 4926.574219
	Iteration 5Q: 3 clusters Score -2467788 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -2468319.000000 Penalty: 4926.574219
	Iteration 6Q: 3 clusters Score -2468319 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2468905.250000 Penalty: 4926.574219
	Iteration 7F: 3 clusters Score -2468905 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2469560.250000 Penalty: 4926.574219
	Iteration 8F: 3 clusters Score -2469560 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2470313.250000 Penalty: 4926.574219
	Iteration 9F: 3 clusters Score -2470313 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2471201.250000 Penalty: 4926.574219
	Iteration 10F: 3 clusters Score -2471201 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -2472144.250000 Penalty: 4926.574219
	Iteration 11F: 3 clusters Score -2472144 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -2472965.000000 Penalty: 4926.574219
	Iteration 12F: 3 clusters Score -2472965 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2473582.750000 Penalty: 4926.574219
	Iteration 13Q: 3 clusters Score -2473583 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2473998.250000 Penalty: 4926.574219
	Iteration 14Q: 3 clusters Score -2473998 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -2474295.250000 Penalty: 4926.574219
	Iteration 15Q: 3 clusters Score -2474295 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -2474537.750000 Penalty: 4926.574219
	Iteration 16Q: 3 clusters Score -2474538 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2474688.000000 Penalty: 4926.574219
	Iteration 17Q: 3 clusters Score -2474688 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2474817.000000 Penalty: 4926.574219
	Iteration 18Q: 3 clusters Score -2474817 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2474893.000000 Penalty: 4926.574219
	Iteration 19Q: 3 clusters Score -2474893 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2474942.750000 Penalty: 4926.574219
	Iteration 20F: 3 clusters Score -2474943 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2474973.500000 Penalty: 4926.574219
	Iteration 21Q: 3 clusters Score -2474974 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2475008.000000 Penalty: 4926.574219
	Iteration 22Q: 3 clusters Score -2475008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2475043.250000 Penalty: 4926.574219
	Iteration 23Q: 3 clusters Score -2475043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -2475069.250000 Penalty: 4926.574219
	Iteration 24Q: 3 clusters Score -2475069 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2475105.750000 Penalty: 4926.574219
	Iteration 25Q: 3 clusters Score -2475106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2475125.000000 Penalty: 4926.574219
	Iteration 26Q: 3 clusters Score -2475125 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2475131.750000 Penalty: 4926.574219
	Iteration 27Q: 3 clusters Score -2475132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19220 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -2475145.000000 Penalty: 4926.574219
	Iteration 28Q: 3 clusters Score -2475145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2475159.000000 Penalty: 4926.574219
	Iteration 29Q: 3 clusters Score -2475159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2475176.000000 Penalty: 4926.574219
	Iteration 30Q: 3 clusters Score -2475176 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -2475176.500000 Penalty: 4926.574219
	Iteration 31Q: 3 clusters Score -2475176 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -2475180.250000 Penalty: 4926.574219
	Iteration 32Q: 3 clusters Score -2475180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2475183.000000 Penalty: 4926.574219
	Iteration 33Q: 3 clusters Score -2475183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2475185.000000 Penalty: 4926.574219
	Iteration 34Q: 3 clusters Score -2475185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2475191.000000 Penalty: 4926.574219
	Iteration 35Q: 3 clusters Score -2475191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2475189.750000 Penalty: 4926.574219
	Iteration 36Q: 3 clusters Score -2475190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2475194.250000 Penalty: 4926.574219
	Iteration 37Q: 3 clusters Score -2475194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2475195.000000 Penalty: 4926.574219
	Iteration 38Q: 3 clusters Score -2475195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19335 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2475196.250000 Penalty: 4926.574219
	Iteration 39Q: 3 clusters Score -2475196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2475201.750000 Penalty: 4926.574219
	Iteration 40F: 3 clusters Score -2475202 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2475201.250000 Penalty: 4926.574219
	Iteration 41Q: 3 clusters Score -2475201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -2475200.250000 Penalty: 4926.574219
	Iteration 42Q: 3 clusters Score -2475200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2475199.500000 Penalty: 4926.574219
	Iteration 43Q: 3 clusters Score -2475200 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -2475199.500000 Penalty: 4926.574219
	Iteration 44F: 3 clusters Score -2475200 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (205406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205406 members 
Entering Unmasked Estep 
Score: -24767312.000000 Penalty: 3033.720459
	Iteration 0F: 2 clusters Score -2.476731e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102554 members 
Mstep: Class 2 contains 102852 members 
Entering Unmasked Estep 
Score: -24636928.000000 Penalty: 6067.440918
	Iteration 0F: 3 clusters Score -2.463693e+07 nChanged 98915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101311 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -24695232.000000 Penalty: 6067.440918
	Iteration 1F: 3 clusters Score -2.469523e+07 nChanged 6448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100577 members 
Mstep: Class 2 contains 104829 members 
Entering Unmasked Estep 
Score: -24697094.000000 Penalty: 6067.440918
	Iteration 2Q: 3 clusters Score -2.469709e+07 nChanged 7219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99332 members 
Mstep: Class 2 contains 106074 members 
Entering Unmasked Estep 
Score: -24699492.000000 Penalty: 6067.440918
	Iteration 3Q: 3 clusters Score -2.469949e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 107709 members 
Entering Unmasked Estep 
Score: -24702284.000000 Penalty: 6067.440918
	Iteration 4Q: 3 clusters Score -2.470228e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95299 members 
Mstep: Class 2 contains 110107 members 
Entering Unmasked Estep 
Score: -24706166.000000 Penalty: 6067.440918
	Iteration 5Q: 3 clusters Score -2.470617e+07 nChanged 10014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91937 members 
Mstep: Class 2 contains 113469 members 
Entering Unmasked Estep 
Score: -24711200.000000 Penalty: 6067.440918
	Iteration 6Q: 3 clusters Score -2.47112e+07 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87884 members 
Mstep: Class 2 contains 117522 members 
Entering Unmasked Estep 
Score: -24717882.000000 Penalty: 6067.440918
	Iteration 7F: 3 clusters Score -2.471788e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83540 members 
Mstep: Class 2 contains 121866 members 
Entering Unmasked Estep 
Score: -24725616.000000 Penalty: 6067.440918
	Iteration 8F: 3 clusters Score -2.472562e+07 nChanged 11775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79505 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -24733212.000000 Penalty: 6067.440918
	Iteration 9F: 3 clusters Score -2.473321e+07 nChanged 9852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76181 members 
Mstep: Class 2 contains 129225 members 
Entering Unmasked Estep 
Score: -24738016.000000 Penalty: 6067.440918
	Iteration 10Q: 3 clusters Score -2.473802e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73520 members 
Mstep: Class 2 contains 131886 members 
Entering Unmasked Estep 
Score: -24740208.000000 Penalty: 6067.440918
	Iteration 11Q: 3 clusters Score -2.474021e+07 nChanged 4411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70925 members 
Mstep: Class 2 contains 134481 members 
Entering Unmasked Estep 
Score: -24741410.000000 Penalty: 6067.440918
	Iteration 12Q: 3 clusters Score -2.474141e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68114 members 
Mstep: Class 2 contains 137292 members 
Entering Unmasked Estep 
Score: -24742232.000000 Penalty: 6067.440918
	Iteration 13Q: 3 clusters Score -2.474223e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65212 members 
Mstep: Class 2 contains 140194 members 
Entering Unmasked Estep 
Score: -24743070.000000 Penalty: 6067.440918
	Iteration 14Q: 3 clusters Score -2.474307e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62110 members 
Mstep: Class 2 contains 143296 members 
Entering Unmasked Estep 
Score: -24744094.000000 Penalty: 6067.440918
	Iteration 15Q: 3 clusters Score -2.474409e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58836 members 
Mstep: Class 2 contains 146570 members 
Entering Unmasked Estep 
Score: -24745052.000000 Penalty: 6067.440918
	Iteration 16Q: 3 clusters Score -2.474505e+07 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 150054 members 
Entering Unmasked Estep 
Score: -24746116.000000 Penalty: 6067.440918
	Iteration 17Q: 3 clusters Score -2.474612e+07 nChanged 3603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 153633 members 
Entering Unmasked Estep 
Score: -24747074.000000 Penalty: 6067.440918
	Iteration 18Q: 3 clusters Score -2.474707e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48148 members 
Mstep: Class 2 contains 157258 members 
Entering Unmasked Estep 
Score: -24747968.000000 Penalty: 6067.440918
	Iteration 19Q: 3 clusters Score -2.474797e+07 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 160865 members 
Entering Unmasked Estep 
Score: -24748638.000000 Penalty: 6067.440918
	Iteration 20F: 3 clusters Score -2.474864e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40977 members 
Mstep: Class 2 contains 164429 members 
Entering Unmasked Estep 
Score: -24749432.000000 Penalty: 6067.440918
	Iteration 21Q: 3 clusters Score -2.474943e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 167889 members 
Entering Unmasked Estep 
Score: -24750328.000000 Penalty: 6067.440918
	Iteration 22Q: 3 clusters Score -2.475033e+07 nChanged 3403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 171248 members 
Entering Unmasked Estep 
Score: -24751608.000000 Penalty: 6067.440918
	Iteration 23Q: 3 clusters Score -2.475161e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30831 members 
Mstep: Class 2 contains 174575 members 
Entering Unmasked Estep 
Score: -24752526.000000 Penalty: 6067.440918
	Iteration 24Q: 3 clusters Score -2.475253e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27721 members 
Mstep: Class 2 contains 177685 members 
Entering Unmasked Estep 
Score: -24753518.000000 Penalty: 6067.440918
	Iteration 25Q: 3 clusters Score -2.475352e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24701 members 
Mstep: Class 2 contains 180705 members 
Entering Unmasked Estep 
Score: -24754532.000000 Penalty: 6067.440918
	Iteration 26Q: 3 clusters Score -2.475453e+07 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 183776 members 
Entering Unmasked Estep 
Score: -24755616.000000 Penalty: 6067.440918
	Iteration 27Q: 3 clusters Score -2.475562e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 186809 members 
Entering Unmasked Estep 
Score: -24756812.000000 Penalty: 6067.440918
	Iteration 28Q: 3 clusters Score -2.475681e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 189680 members 
Entering Unmasked Estep 
Score: -24758168.000000 Penalty: 6067.440918
	Iteration 29Q: 3 clusters Score -2.475817e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 192253 members 
Entering Unmasked Estep 
Score: -24759086.000000 Penalty: 6067.440918
	Iteration 30Q: 3 clusters Score -2.475909e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 194602 members 
Entering Unmasked Estep 
Score: -24759868.000000 Penalty: 6067.440918
	Iteration 31Q: 3 clusters Score -2.475987e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 196682 members 
Entering Unmasked Estep 
Score: -24760780.000000 Penalty: 6067.440918
	Iteration 32Q: 3 clusters Score -2.476078e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 198476 members 
Entering Unmasked Estep 
Score: -24761438.000000 Penalty: 6067.440918
	Iteration 33Q: 3 clusters Score -2.476144e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 199994 members 
Entering Unmasked Estep 
Score: -24762092.000000 Penalty: 6067.440918
	Iteration 34Q: 3 clusters Score -2.476209e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 201280 members 
Entering Unmasked Estep 
Score: -24762758.000000 Penalty: 6067.440918
	Iteration 35Q: 3 clusters Score -2.476276e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 202272 members 
Entering Unmasked Estep 
Score: -24763236.000000 Penalty: 6067.440918
	Iteration 36Q: 3 clusters Score -2.476324e+07 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 202997 members 
Entering Unmasked Estep 
Score: -24763598.000000 Penalty: 6067.440918
	Iteration 37Q: 3 clusters Score -2.47636e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 203511 members 
Entering Unmasked Estep 
Score: -24763974.000000 Penalty: 6067.440918
	Iteration 38Q: 3 clusters Score -2.476397e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 203855 members 
Entering Unmasked Estep 
Score: -24764242.000000 Penalty: 6067.440918
	Iteration 39Q: 3 clusters Score -2.476424e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 204076 members 
Entering Unmasked Estep 
Score: -24764384.000000 Penalty: 6067.440918
	Iteration 40F: 3 clusters Score -2.476438e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 204229 members 
Entering Unmasked Estep 
Score: -24764466.000000 Penalty: 6067.440918
	Iteration 41Q: 3 clusters Score -2.476447e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 204352 members 
Entering Unmasked Estep 
Score: -24764588.000000 Penalty: 6067.440918
	Iteration 42Q: 3 clusters Score -2.476459e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 204429 members 
Entering Unmasked Estep 
Score: -24764624.000000 Penalty: 6067.440918
	Iteration 43Q: 3 clusters Score -2.476462e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 204486 members 
Entering Unmasked Estep 
Score: -24764632.000000 Penalty: 6067.440918
	Iteration 44Q: 3 clusters Score -2.476463e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 204532 members 
Entering Unmasked Estep 
Score: -24764684.000000 Penalty: 6067.440918
	Iteration 45Q: 3 clusters Score -2.476468e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 204569 members 
Entering Unmasked Estep 
Score: -24764708.000000 Penalty: 6067.440918
	Iteration 46Q: 3 clusters Score -2.476471e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 204587 members 
Entering Unmasked Estep 
Score: -24764720.000000 Penalty: 6067.440918
	Iteration 47Q: 3 clusters Score -2.476472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 204598 members 
Entering Unmasked Estep 
Score: -24764730.000000 Penalty: 6067.440918
	Iteration 48Q: 3 clusters Score -2.476473e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 204611 members 
Entering Unmasked Estep 
Score: -24764720.000000 Penalty: 6067.440918
	Iteration 49Q: 3 clusters Score -2.476472e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 204621 members 
Entering Unmasked Estep 
Score: -24764748.000000 Penalty: 6067.440918
	Iteration 50Q: 3 clusters Score -2.476475e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 204635 members 
Entering Unmasked Estep 
Score: -24764752.000000 Penalty: 6067.440918
	Iteration 51Q: 3 clusters Score -2.476475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 204646 members 
Entering Unmasked Estep 
Score: -24764764.000000 Penalty: 6067.440918
	Iteration 52Q: 3 clusters Score -2.476476e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 204661 members 
Entering Unmasked Estep 
Score: -24764790.000000 Penalty: 6067.440918
	Iteration 53Q: 3 clusters Score -2.476479e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 204673 members 
Entering Unmasked Estep 
Score: -24764780.000000 Penalty: 6067.440918
	Iteration 54Q: 3 clusters Score -2.476478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 204682 members 
Entering Unmasked Estep 
Score: -24764790.000000 Penalty: 6067.440918
	Iteration 55Q: 3 clusters Score -2.476479e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 204690 members 
Entering Unmasked Estep 
Score: -24764810.000000 Penalty: 6067.440918
	Iteration 56Q: 3 clusters Score -2.476481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 204697 members 
Entering Unmasked Estep 
Score: -24764846.000000 Penalty: 6067.440918
	Iteration 57Q: 3 clusters Score -2.476485e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 204707 members 
Entering Unmasked Estep 
Score: -24764852.000000 Penalty: 6067.440918
	Iteration 58Q: 3 clusters Score -2.476485e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 204712 members 
Entering Unmasked Estep 
Score: -24764870.000000 Penalty: 6067.440918
	Iteration 59Q: 3 clusters Score -2.476487e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 204721 members 
Entering Unmasked Estep 
Score: -24764868.000000 Penalty: 6067.440918
	Iteration 60F: 3 clusters Score -2.476487e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 204727 members 
Entering Unmasked Estep 
Score: -24764860.000000 Penalty: 6067.440918
	Iteration 61Q: 3 clusters Score -2.476486e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 204731 members 
Entering Unmasked Estep 
Score: -24764862.000000 Penalty: 6067.440918
	Iteration 62Q: 3 clusters Score -2.476486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 204731 members 
Entering Unmasked Estep 
Score: -24764862.000000 Penalty: 6067.440918
	Iteration 63F: 3 clusters Score -2.476486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (226069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226069 members 
Entering Unmasked Estep 
Score: -27120296.000000 Penalty: 3057.491699
	Iteration 0F: 2 clusters Score -2.71203e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113013 members 
Mstep: Class 2 contains 113056 members 
Entering Unmasked Estep 
Score: -26975234.000000 Penalty: 6114.983398
	Iteration 0F: 3 clusters Score -2.697523e+07 nChanged 109114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114607 members 
Mstep: Class 2 contains 111462 members 
Entering Unmasked Estep 
Score: -27038670.000000 Penalty: 6114.983398
	Iteration 1F: 3 clusters Score -2.703867e+07 nChanged 6460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115481 members 
Mstep: Class 2 contains 110588 members 
Entering Unmasked Estep 
Score: -27040470.000000 Penalty: 6114.983398
	Iteration 2Q: 3 clusters Score -2.704047e+07 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116603 members 
Mstep: Class 2 contains 109466 members 
Entering Unmasked Estep 
Score: -27043078.000000 Penalty: 6114.983398
	Iteration 3Q: 3 clusters Score -2.704308e+07 nChanged 9022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117675 members 
Mstep: Class 2 contains 108394 members 
Entering Unmasked Estep 
Score: -27047522.000000 Penalty: 6114.983398
	Iteration 4Q: 3 clusters Score -2.704752e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118255 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -27054656.000000 Penalty: 6114.983398
	Iteration 5Q: 3 clusters Score -2.705466e+07 nChanged 14178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117811 members 
Mstep: Class 2 contains 108258 members 
Entering Unmasked Estep 
Score: -27065480.000000 Penalty: 6114.983398
	Iteration 6F: 3 clusters Score -2.706548e+07 nChanged 16968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115713 members 
Mstep: Class 2 contains 110356 members 
Entering Unmasked Estep 
Score: -27080856.000000 Penalty: 6114.983398
	Iteration 7F: 3 clusters Score -2.708086e+07 nChanged 17766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112447 members 
Mstep: Class 2 contains 113622 members 
Entering Unmasked Estep 
Score: -27094690.000000 Penalty: 6114.983398
	Iteration 8F: 3 clusters Score -2.709469e+07 nChanged 13871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109584 members 
Mstep: Class 2 contains 116485 members 
Entering Unmasked Estep 
Score: -27102204.000000 Penalty: 6114.983398
	Iteration 9F: 3 clusters Score -2.71022e+07 nChanged 8232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107448 members 
Mstep: Class 2 contains 118621 members 
Entering Unmasked Estep 
Score: -27105124.000000 Penalty: 6114.983398
	Iteration 10Q: 3 clusters Score -2.710512e+07 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105241 members 
Mstep: Class 2 contains 120828 members 
Entering Unmasked Estep 
Score: -27107518.000000 Penalty: 6114.983398
	Iteration 11Q: 3 clusters Score -2.710752e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102865 members 
Mstep: Class 2 contains 123204 members 
Entering Unmasked Estep 
Score: -27109976.000000 Penalty: 6114.983398
	Iteration 12Q: 3 clusters Score -2.710998e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100495 members 
Mstep: Class 2 contains 125574 members 
Entering Unmasked Estep 
Score: -27112324.000000 Penalty: 6114.983398
	Iteration 13Q: 3 clusters Score -2.711232e+07 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98305 members 
Mstep: Class 2 contains 127764 members 
Entering Unmasked Estep 
Score: -27114480.000000 Penalty: 6114.983398
	Iteration 14Q: 3 clusters Score -2.711448e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96427 members 
Mstep: Class 2 contains 129642 members 
Entering Unmasked Estep 
Score: -27116144.000000 Penalty: 6114.983398
	Iteration 15Q: 3 clusters Score -2.711614e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 131144 members 
Entering Unmasked Estep 
Score: -27117236.000000 Penalty: 6114.983398
	Iteration 16Q: 3 clusters Score -2.711724e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93787 members 
Mstep: Class 2 contains 132282 members 
Entering Unmasked Estep 
Score: -27117918.000000 Penalty: 6114.983398
	Iteration 17Q: 3 clusters Score -2.711792e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92823 members 
Mstep: Class 2 contains 133246 members 
Entering Unmasked Estep 
Score: -27118380.000000 Penalty: 6114.983398
	Iteration 18Q: 3 clusters Score -2.711838e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91964 members 
Mstep: Class 2 contains 134105 members 
Entering Unmasked Estep 
Score: -27118588.000000 Penalty: 6114.983398
	Iteration 19Q: 3 clusters Score -2.711859e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91164 members 
Mstep: Class 2 contains 134905 members 
Entering Unmasked Estep 
Score: -27118684.000000 Penalty: 6114.983398
	Iteration 20F: 3 clusters Score -2.711868e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90385 members 
Mstep: Class 2 contains 135684 members 
Entering Unmasked Estep 
Score: -27118890.000000 Penalty: 6114.983398
	Iteration 21Q: 3 clusters Score -2.711889e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89640 members 
Mstep: Class 2 contains 136429 members 
Entering Unmasked Estep 
Score: -27119006.000000 Penalty: 6114.983398
	Iteration 22Q: 3 clusters Score -2.711901e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88930 members 
Mstep: Class 2 contains 137139 members 
Entering Unmasked Estep 
Score: -27119010.000000 Penalty: 6114.983398
	Iteration 23Q: 3 clusters Score -2.711901e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88195 members 
Mstep: Class 2 contains 137874 members 
Entering Unmasked Estep 
Score: -27119136.000000 Penalty: 6114.983398
	Iteration 24Q: 3 clusters Score -2.711914e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87531 members 
Mstep: Class 2 contains 138538 members 
Entering Unmasked Estep 
Score: -27119144.000000 Penalty: 6114.983398
	Iteration 25Q: 3 clusters Score -2.711914e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86865 members 
Mstep: Class 2 contains 139204 members 
Entering Unmasked Estep 
Score: -27119152.000000 Penalty: 6114.983398
	Iteration 26Q: 3 clusters Score -2.711915e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86190 members 
Mstep: Class 2 contains 139879 members 
Entering Unmasked Estep 
Score: -27119120.000000 Penalty: 6114.983398
	Iteration 27Q: 3 clusters Score -2.711912e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85512 members 
Mstep: Class 2 contains 140557 members 
Entering Unmasked Estep 
Score: -27119166.000000 Penalty: 6114.983398
	Iteration 28Q: 3 clusters Score -2.711917e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84881 members 
Mstep: Class 2 contains 141188 members 
Entering Unmasked Estep 
Score: -27119182.000000 Penalty: 6114.983398
	Iteration 29Q: 3 clusters Score -2.711918e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84241 members 
Mstep: Class 2 contains 141828 members 
Entering Unmasked Estep 
Score: -27119284.000000 Penalty: 6114.983398
	Iteration 30Q: 3 clusters Score -2.711928e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83525 members 
Mstep: Class 2 contains 142544 members 
Entering Unmasked Estep 
Score: -27119320.000000 Penalty: 6114.983398
	Iteration 31Q: 3 clusters Score -2.711932e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82858 members 
Mstep: Class 2 contains 143211 members 
Entering Unmasked Estep 
Score: -27119354.000000 Penalty: 6114.983398
	Iteration 32Q: 3 clusters Score -2.711935e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82147 members 
Mstep: Class 2 contains 143922 members 
Entering Unmasked Estep 
Score: -27119396.000000 Penalty: 6114.983398
	Iteration 33Q: 3 clusters Score -2.71194e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81405 members 
Mstep: Class 2 contains 144664 members 
Entering Unmasked Estep 
Score: -27119490.000000 Penalty: 6114.983398
	Iteration 34Q: 3 clusters Score -2.711949e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80696 members 
Mstep: Class 2 contains 145373 members 
Entering Unmasked Estep 
Score: -27119558.000000 Penalty: 6114.983398
	Iteration 35Q: 3 clusters Score -2.711956e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 146120 members 
Entering Unmasked Estep 
Score: -27119734.000000 Penalty: 6114.983398
	Iteration 36Q: 3 clusters Score -2.711973e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 146896 members 
Entering Unmasked Estep 
Score: -27119748.000000 Penalty: 6114.983398
	Iteration 37Q: 3 clusters Score -2.711975e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78390 members 
Mstep: Class 2 contains 147679 members 
Entering Unmasked Estep 
Score: -27119738.000000 Penalty: 6114.983398
	Iteration 38Q: 3 clusters Score -2.711974e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77590 members 
Mstep: Class 2 contains 148479 members 
Entering Unmasked Estep 
Score: -27119710.000000 Penalty: 6114.983398
	Iteration 39Q: 3 clusters Score -2.711971e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76795 members 
Mstep: Class 2 contains 149274 members 
Entering Unmasked Estep 
Score: -27119808.000000 Penalty: 6114.983398
	Iteration 40F: 3 clusters Score -2.711981e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75986 members 
Mstep: Class 2 contains 150083 members 
Entering Unmasked Estep 
Score: -27119872.000000 Penalty: 6114.983398
	Iteration 41Q: 3 clusters Score -2.711987e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75074 members 
Mstep: Class 2 contains 150995 members 
Entering Unmasked Estep 
Score: -27119946.000000 Penalty: 6114.983398
	Iteration 42Q: 3 clusters Score -2.711995e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74100 members 
Mstep: Class 2 contains 151969 members 
Entering Unmasked Estep 
Score: -27120000.000000 Penalty: 6114.983398
	Iteration 43Q: 3 clusters Score -2.712e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73059 members 
Mstep: Class 2 contains 153010 members 
Entering Unmasked Estep 
Score: -27120046.000000 Penalty: 6114.983398
	Iteration 44Q: 3 clusters Score -2.712005e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 154013 members 
Entering Unmasked Estep 
Score: -27120030.000000 Penalty: 6114.983398
	Iteration 45Q: 3 clusters Score -2.712003e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71059 members 
Mstep: Class 2 contains 155010 members 
Entering Unmasked Estep 
Score: -27120066.000000 Penalty: 6114.983398
	Iteration 46Q: 3 clusters Score -2.712007e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69988 members 
Mstep: Class 2 contains 156081 members 
Entering Unmasked Estep 
Score: -27120010.000000 Penalty: 6114.983398
	Iteration 47Q: 3 clusters Score -2.712001e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 157249 members 
Entering Unmasked Estep 
Score: -27119934.000000 Penalty: 6114.983398
	Iteration 48Q: 3 clusters Score -2.711993e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67546 members 
Mstep: Class 2 contains 158523 members 
Entering Unmasked Estep 
Score: -27120022.000000 Penalty: 6114.983398
	Iteration 49Q: 3 clusters Score -2.712002e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 159755 members 
Entering Unmasked Estep 
Score: -27120060.000000 Penalty: 6114.983398
	Iteration 50Q: 3 clusters Score -2.712006e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65002 members 
Mstep: Class 2 contains 161067 members 
Entering Unmasked Estep 
Score: -27120206.000000 Penalty: 6114.983398
	Iteration 51Q: 3 clusters Score -2.712021e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63613 members 
Mstep: Class 2 contains 162456 members 
Entering Unmasked Estep 
Score: -27120160.000000 Penalty: 6114.983398
	Iteration 52Q: 3 clusters Score -2.712016e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62186 members 
Mstep: Class 2 contains 163883 members 
Entering Unmasked Estep 
Score: -27120224.000000 Penalty: 6114.983398
	Iteration 53Q: 3 clusters Score -2.712022e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60717 members 
Mstep: Class 2 contains 165352 members 
Entering Unmasked Estep 
Score: -27120364.000000 Penalty: 6114.983398
	Iteration 54Q: 3 clusters Score -2.712036e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 166801 members 
Entering Unmasked Estep 
Score: -27120538.000000 Penalty: 6114.983398
	Iteration 55Q: 3 clusters Score -2.712054e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57914 members 
Mstep: Class 2 contains 168155 members 
Entering Unmasked Estep 
Score: -27120662.000000 Penalty: 6114.983398
	Iteration 56Q: 3 clusters Score -2.712066e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56604 members 
Mstep: Class 2 contains 169465 members 
Entering Unmasked Estep 
Score: -27120724.000000 Penalty: 6114.983398
	Iteration 57Q: 3 clusters Score -2.712072e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 170864 members 
Entering Unmasked Estep 
Score: -27120796.000000 Penalty: 6114.983398
	Iteration 58Q: 3 clusters Score -2.71208e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53862 members 
Mstep: Class 2 contains 172207 members 
Entering Unmasked Estep 
Score: -27120804.000000 Penalty: 6114.983398
	Iteration 59Q: 3 clusters Score -2.71208e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 173596 members 
Entering Unmasked Estep 
Score: -27120792.000000 Penalty: 6114.983398
	Iteration 60F: 3 clusters Score -2.712079e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51116 members 
Mstep: Class 2 contains 174953 members 
Entering Unmasked Estep 
Score: -27120854.000000 Penalty: 6114.983398
	Iteration 61Q: 3 clusters Score -2.712085e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49775 members 
Mstep: Class 2 contains 176294 members 
Entering Unmasked Estep 
Score: -27120900.000000 Penalty: 6114.983398
	Iteration 62Q: 3 clusters Score -2.71209e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48503 members 
Mstep: Class 2 contains 177566 members 
Entering Unmasked Estep 
Score: -27120958.000000 Penalty: 6114.983398
	Iteration 63Q: 3 clusters Score -2.712096e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47227 members 
Mstep: Class 2 contains 178842 members 
Entering Unmasked Estep 
Score: -27120886.000000 Penalty: 6114.983398
	Iteration 64Q: 3 clusters Score -2.712089e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45914 members 
Mstep: Class 2 contains 180155 members 
Entering Unmasked Estep 
Score: -27120856.000000 Penalty: 6114.983398
	Iteration 65Q: 3 clusters Score -2.712086e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 181503 members 
Entering Unmasked Estep 
Score: -27121024.000000 Penalty: 6114.983398
	Iteration 66Q: 3 clusters Score -2.712102e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 182867 members 
Entering Unmasked Estep 
Score: -27121046.000000 Penalty: 6114.983398
	Iteration 67Q: 3 clusters Score -2.712105e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 184151 members 
Entering Unmasked Estep 
Score: -27121072.000000 Penalty: 6114.983398
	Iteration 68Q: 3 clusters Score -2.712107e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 185407 members 
Entering Unmasked Estep 
Score: -27121132.000000 Penalty: 6114.983398
	Iteration 69Q: 3 clusters Score -2.712113e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 186643 members 
Entering Unmasked Estep 
Score: -27121070.000000 Penalty: 6114.983398
	Iteration 70Q: 3 clusters Score -2.712107e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38142 members 
Mstep: Class 2 contains 187927 members 
Entering Unmasked Estep 
Score: -27121090.000000 Penalty: 6114.983398
	Iteration 71Q: 3 clusters Score -2.712109e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 189070 members 
Entering Unmasked Estep 
Score: -27121186.000000 Penalty: 6114.983398
	Iteration 72Q: 3 clusters Score -2.712119e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35895 members 
Mstep: Class 2 contains 190174 members 
Entering Unmasked Estep 
Score: -27121134.000000 Penalty: 6114.983398
	Iteration 73Q: 3 clusters Score -2.712113e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34825 members 
Mstep: Class 2 contains 191244 members 
Entering Unmasked Estep 
Score: -27121164.000000 Penalty: 6114.983398
	Iteration 74Q: 3 clusters Score -2.712116e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 192294 members 
Entering Unmasked Estep 
Score: -27121310.000000 Penalty: 6114.983398
	Iteration 75Q: 3 clusters Score -2.712131e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 193290 members 
Entering Unmasked Estep 
Score: -27121234.000000 Penalty: 6114.983398
	Iteration 76Q: 3 clusters Score -2.712123e+07 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 194254 members 
Entering Unmasked Estep 
Score: -27121116.000000 Penalty: 6114.983398
	Iteration 77Q: 3 clusters Score -2.712112e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 195163 members 
Entering Unmasked Estep 
Score: -27121020.000000 Penalty: 6114.983398
	Iteration 78Q: 3 clusters Score -2.712102e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 196016 members 
Entering Unmasked Estep 
Score: -27120958.000000 Penalty: 6114.983398
	Iteration 79Q: 3 clusters Score -2.712096e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29203 members 
Mstep: Class 2 contains 196866 members 
Entering Unmasked Estep 
Score: -27120902.000000 Penalty: 6114.983398
	Iteration 80F: 3 clusters Score -2.71209e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28373 members 
Mstep: Class 2 contains 197696 members 
Entering Unmasked Estep 
Score: -27120958.000000 Penalty: 6114.983398
	Iteration 81Q: 3 clusters Score -2.712096e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27566 members 
Mstep: Class 2 contains 198503 members 
Entering Unmasked Estep 
Score: -27120916.000000 Penalty: 6114.983398
	Iteration 82Q: 3 clusters Score -2.712092e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 199311 members 
Entering Unmasked Estep 
Score: -27120792.000000 Penalty: 6114.983398
	Iteration 83Q: 3 clusters Score -2.712079e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 200117 members 
Entering Unmasked Estep 
Score: -27120824.000000 Penalty: 6114.983398
	Iteration 84Q: 3 clusters Score -2.712082e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25178 members 
Mstep: Class 2 contains 200891 members 
Entering Unmasked Estep 
Score: -27120782.000000 Penalty: 6114.983398
	Iteration 85Q: 3 clusters Score -2.712078e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 201671 members 
Entering Unmasked Estep 
Score: -27120800.000000 Penalty: 6114.983398
	Iteration 86Q: 3 clusters Score -2.71208e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 202429 members 
Entering Unmasked Estep 
Score: -27120630.000000 Penalty: 6114.983398
	Iteration 87Q: 3 clusters Score -2.712063e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22914 members 
Mstep: Class 2 contains 203155 members 
Entering Unmasked Estep 
Score: -27120674.000000 Penalty: 6114.983398
	Iteration 88Q: 3 clusters Score -2.712067e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 203863 members 
Entering Unmasked Estep 
Score: -27120614.000000 Penalty: 6114.983398
	Iteration 89Q: 3 clusters Score -2.712061e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 204536 members 
Entering Unmasked Estep 
Score: -27120572.000000 Penalty: 6114.983398
	Iteration 90Q: 3 clusters Score -2.712057e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 205214 members 
Entering Unmasked Estep 
Score: -27120502.000000 Penalty: 6114.983398
	Iteration 91Q: 3 clusters Score -2.71205e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 205914 members 
Entering Unmasked Estep 
Score: -27120362.000000 Penalty: 6114.983398
	Iteration 92Q: 3 clusters Score -2.712036e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 206577 members 
Entering Unmasked Estep 
Score: -27120474.000000 Penalty: 6114.983398
	Iteration 93Q: 3 clusters Score -2.712047e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 207177 members 
Entering Unmasked Estep 
Score: -27120428.000000 Penalty: 6114.983398
	Iteration 94Q: 3 clusters Score -2.712043e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 207725 members 
Entering Unmasked Estep 
Score: -27120400.000000 Penalty: 6114.983398
	Iteration 95Q: 3 clusters Score -2.71204e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 208233 members 
Entering Unmasked Estep 
Score: -27120410.000000 Penalty: 6114.983398
	Iteration 96Q: 3 clusters Score -2.712041e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 208764 members 
Entering Unmasked Estep 
Score: -27120386.000000 Penalty: 6114.983398
	Iteration 97Q: 3 clusters Score -2.712039e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16803 members 
Mstep: Class 2 contains 209266 members 
Entering Unmasked Estep 
Score: -27120478.000000 Penalty: 6114.983398
	Iteration 98Q: 3 clusters Score -2.712048e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 209766 members 
Entering Unmasked Estep 
Score: -27120600.000000 Penalty: 6114.983398
	Iteration 99Q: 3 clusters Score -2.71206e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 210236 members 
Entering Unmasked Estep 
Score: -27120558.000000 Penalty: 6114.983398
	Iteration 100F: 3 clusters Score -2.712056e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 210646 members 
Entering Unmasked Estep 
Score: -27120486.000000 Penalty: 6114.983398
	Iteration 101Q: 3 clusters Score -2.712049e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 211021 members 
Entering Unmasked Estep 
Score: -27120478.000000 Penalty: 6114.983398
	Iteration 102Q: 3 clusters Score -2.712048e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 211359 members 
Entering Unmasked Estep 
Score: -27120552.000000 Penalty: 6114.983398
	Iteration 103Q: 3 clusters Score -2.712055e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 211695 members 
Entering Unmasked Estep 
Score: -27120466.000000 Penalty: 6114.983398
	Iteration 104Q: 3 clusters Score -2.712047e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 212009 members 
Entering Unmasked Estep 
Score: -27120462.000000 Penalty: 6114.983398
	Iteration 105Q: 3 clusters Score -2.712046e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 212293 members 
Entering Unmasked Estep 
Score: -27120442.000000 Penalty: 6114.983398
	Iteration 106Q: 3 clusters Score -2.712044e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 212576 members 
Entering Unmasked Estep 
Score: -27120456.000000 Penalty: 6114.983398
	Iteration 107Q: 3 clusters Score -2.712046e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 212864 members 
Entering Unmasked Estep 
Score: -27120414.000000 Penalty: 6114.983398
	Iteration 108Q: 3 clusters Score -2.712041e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 213136 members 
Entering Unmasked Estep 
Score: -27120396.000000 Penalty: 6114.983398
	Iteration 109Q: 3 clusters Score -2.71204e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 213398 members 
Entering Unmasked Estep 
Score: -27120262.000000 Penalty: 6114.983398
	Iteration 110Q: 3 clusters Score -2.712026e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 213618 members 
Entering Unmasked Estep 
Score: -27120292.000000 Penalty: 6114.983398
	Iteration 111Q: 3 clusters Score -2.712029e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 213837 members 
Entering Unmasked Estep 
Score: -27120296.000000 Penalty: 6114.983398
	Iteration 112Q: 3 clusters Score -2.71203e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 214053 members 
Entering Unmasked Estep 
Score: -27120222.000000 Penalty: 6114.983398
	Iteration 113Q: 3 clusters Score -2.712022e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 214259 members 
Entering Unmasked Estep 
Score: -27120172.000000 Penalty: 6114.983398
	Iteration 114Q: 3 clusters Score -2.712017e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 214440 members 
Entering Unmasked Estep 
Score: -27120144.000000 Penalty: 6114.983398
	Iteration 115Q: 3 clusters Score -2.712014e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 214601 members 
Entering Unmasked Estep 
Score: -27120152.000000 Penalty: 6114.983398
	Iteration 116Q: 3 clusters Score -2.712015e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 214758 members 
Entering Unmasked Estep 
Score: -27120184.000000 Penalty: 6114.983398
	Iteration 117Q: 3 clusters Score -2.712018e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 214925 members 
Entering Unmasked Estep 
Score: -27120176.000000 Penalty: 6114.983398
	Iteration 118Q: 3 clusters Score -2.712018e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 215079 members 
Entering Unmasked Estep 
Score: -27120138.000000 Penalty: 6114.983398
	Iteration 119Q: 3 clusters Score -2.712014e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10843 members 
Mstep: Class 2 contains 215226 members 
Entering Unmasked Estep 
Score: -27120086.000000 Penalty: 6114.983398
	Iteration 120F: 3 clusters Score -2.712009e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 215353 members 
Entering Unmasked Estep 
Score: -27120086.000000 Penalty: 6114.983398
	Iteration 121Q: 3 clusters Score -2.712009e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 215469 members 
Entering Unmasked Estep 
Score: -27120112.000000 Penalty: 6114.983398
	Iteration 122Q: 3 clusters Score -2.712011e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 215591 members 
Entering Unmasked Estep 
Score: -27120086.000000 Penalty: 6114.983398
	Iteration 123Q: 3 clusters Score -2.712009e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 215700 members 
Entering Unmasked Estep 
Score: -27120076.000000 Penalty: 6114.983398
	Iteration 124Q: 3 clusters Score -2.712008e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 215794 members 
Entering Unmasked Estep 
Score: -27120048.000000 Penalty: 6114.983398
	Iteration 125Q: 3 clusters Score -2.712005e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 215907 members 
Entering Unmasked Estep 
Score: -27120106.000000 Penalty: 6114.983398
	Iteration 126Q: 3 clusters Score -2.712011e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 216019 members 
Entering Unmasked Estep 
Score: -27120080.000000 Penalty: 6114.983398
	Iteration 127Q: 3 clusters Score -2.712008e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 216138 members 
Entering Unmasked Estep 
Score: -27120108.000000 Penalty: 6114.983398
	Iteration 128Q: 3 clusters Score -2.712011e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 216246 members 
Entering Unmasked Estep 
Score: -27120116.000000 Penalty: 6114.983398
	Iteration 129Q: 3 clusters Score -2.712012e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 216348 members 
Entering Unmasked Estep 
Score: -27120074.000000 Penalty: 6114.983398
	Iteration 130Q: 3 clusters Score -2.712007e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 216443 members 
Entering Unmasked Estep 
Score: -27120024.000000 Penalty: 6114.983398
	Iteration 131Q: 3 clusters Score -2.712002e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 216520 members 
Entering Unmasked Estep 
Score: -27119980.000000 Penalty: 6114.983398
	Iteration 132Q: 3 clusters Score -2.711998e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 216606 members 
Entering Unmasked Estep 
Score: -27120004.000000 Penalty: 6114.983398
	Iteration 133Q: 3 clusters Score -2.712e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 216688 members 
Entering Unmasked Estep 
Score: -27120022.000000 Penalty: 6114.983398
	Iteration 134Q: 3 clusters Score -2.712002e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 216768 members 
Entering Unmasked Estep 
Score: -27119978.000000 Penalty: 6114.983398
	Iteration 135Q: 3 clusters Score -2.711998e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 216847 members 
Entering Unmasked Estep 
Score: -27119986.000000 Penalty: 6114.983398
	Iteration 136Q: 3 clusters Score -2.711999e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 216924 members 
Entering Unmasked Estep 
Score: -27119962.000000 Penalty: 6114.983398
	Iteration 137Q: 3 clusters Score -2.711996e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 217003 members 
Entering Unmasked Estep 
Score: -27119956.000000 Penalty: 6114.983398
	Iteration 138Q: 3 clusters Score -2.711996e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 217077 members 
Entering Unmasked Estep 
Score: -27119960.000000 Penalty: 6114.983398
	Iteration 139Q: 3 clusters Score -2.711996e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 217160 members 
Entering Unmasked Estep 
Score: -27119916.000000 Penalty: 6114.983398
	Iteration 140F: 3 clusters Score -2.711992e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 217229 members 
Entering Unmasked Estep 
Score: -27119900.000000 Penalty: 6114.983398
	Iteration 141Q: 3 clusters Score -2.71199e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 217293 members 
Entering Unmasked Estep 
Score: -27119896.000000 Penalty: 6114.983398
	Iteration 142Q: 3 clusters Score -2.71199e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 217364 members 
Entering Unmasked Estep 
Score: -27119866.000000 Penalty: 6114.983398
	Iteration 143Q: 3 clusters Score -2.711987e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 217435 members 
Entering Unmasked Estep 
Score: -27119884.000000 Penalty: 6114.983398
	Iteration 144Q: 3 clusters Score -2.711988e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 217518 members 
Entering Unmasked Estep 
Score: -27119940.000000 Penalty: 6114.983398
	Iteration 145Q: 3 clusters Score -2.711994e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 217607 members 
Entering Unmasked Estep 
Score: -27119920.000000 Penalty: 6114.983398
	Iteration 146Q: 3 clusters Score -2.711992e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 217695 members 
Entering Unmasked Estep 
Score: -27119916.000000 Penalty: 6114.983398
	Iteration 147Q: 3 clusters Score -2.711992e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 217774 members 
Entering Unmasked Estep 
Score: -27119886.000000 Penalty: 6114.983398
	Iteration 148Q: 3 clusters Score -2.711989e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 217853 members 
Entering Unmasked Estep 
Score: -27119886.000000 Penalty: 6114.983398
	Iteration 149Q: 3 clusters Score -2.711989e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 217930 members 
Entering Unmasked Estep 
Score: -27119846.000000 Penalty: 6114.983398
	Iteration 150Q: 3 clusters Score -2.711985e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 218002 members 
Entering Unmasked Estep 
Score: -27119864.000000 Penalty: 6114.983398
	Iteration 151Q: 3 clusters Score -2.711986e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 218081 members 
Entering Unmasked Estep 
Score: -27119864.000000 Penalty: 6114.983398
	Iteration 152Q: 3 clusters Score -2.711986e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 218148 members 
Entering Unmasked Estep 
Score: -27119904.000000 Penalty: 6114.983398
	Iteration 153Q: 3 clusters Score -2.71199e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 218215 members 
Entering Unmasked Estep 
Score: -27119916.000000 Penalty: 6114.983398
	Iteration 154Q: 3 clusters Score -2.711992e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 218294 members 
Entering Unmasked Estep 
Score: -27119886.000000 Penalty: 6114.983398
	Iteration 155Q: 3 clusters Score -2.711989e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 218371 members 
Entering Unmasked Estep 
Score: -27119878.000000 Penalty: 6114.983398
	Iteration 156Q: 3 clusters Score -2.711988e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 218448 members 
Entering Unmasked Estep 
Score: -27119882.000000 Penalty: 6114.983398
	Iteration 157Q: 3 clusters Score -2.711988e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 218519 members 
Entering Unmasked Estep 
Score: -27119886.000000 Penalty: 6114.983398
	Iteration 158Q: 3 clusters Score -2.711989e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 218585 members 
Entering Unmasked Estep 
Score: -27119886.000000 Penalty: 6114.983398
	Iteration 159Q: 3 clusters Score -2.711989e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 218657 members 
Entering Unmasked Estep 
Score: -27119870.000000 Penalty: 6114.983398
	Iteration 160F: 3 clusters Score -2.711987e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 218716 members 
Entering Unmasked Estep 
Score: -27119872.000000 Penalty: 6114.983398
	Iteration 161Q: 3 clusters Score -2.711987e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 218776 members 
Entering Unmasked Estep 
Score: -27119860.000000 Penalty: 6114.983398
	Iteration 162Q: 3 clusters Score -2.711986e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 218815 members 
Entering Unmasked Estep 
Score: -27119856.000000 Penalty: 6114.983398
	Iteration 163Q: 3 clusters Score -2.711986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 218847 members 
Entering Unmasked Estep 
Score: -27119808.000000 Penalty: 6114.983398
	Iteration 164Q: 3 clusters Score -2.711981e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 218882 members 
Entering Unmasked Estep 
Score: -27119802.000000 Penalty: 6114.983398
	Iteration 165Q: 3 clusters Score -2.71198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 218917 members 
Entering Unmasked Estep 
Score: -27119800.000000 Penalty: 6114.983398
	Iteration 166Q: 3 clusters Score -2.71198e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 218950 members 
Entering Unmasked Estep 
Score: -27119794.000000 Penalty: 6114.983398
	Iteration 167Q: 3 clusters Score -2.711979e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 218989 members 
Entering Unmasked Estep 
Score: -27119802.000000 Penalty: 6114.983398
	Iteration 168Q: 3 clusters Score -2.71198e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 219025 members 
Entering Unmasked Estep 
Score: -27119780.000000 Penalty: 6114.983398
	Iteration 169Q: 3 clusters Score -2.711978e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 219064 members 
Entering Unmasked Estep 
Score: -27119740.000000 Penalty: 6114.983398
	Iteration 170Q: 3 clusters Score -2.711974e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 219100 members 
Entering Unmasked Estep 
Score: -27119752.000000 Penalty: 6114.983398
	Iteration 171Q: 3 clusters Score -2.711975e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 219143 members 
Entering Unmasked Estep 
Score: -27119756.000000 Penalty: 6114.983398
	Iteration 172Q: 3 clusters Score -2.711976e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 219186 members 
Entering Unmasked Estep 
Score: -27119730.000000 Penalty: 6114.983398
	Iteration 173Q: 3 clusters Score -2.711973e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 219228 members 
Entering Unmasked Estep 
Score: -27119706.000000 Penalty: 6114.983398
	Iteration 174Q: 3 clusters Score -2.711971e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 219273 members 
Entering Unmasked Estep 
Score: -27119698.000000 Penalty: 6114.983398
	Iteration 175Q: 3 clusters Score -2.71197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 219315 members 
Entering Unmasked Estep 
Score: -27119666.000000 Penalty: 6114.983398
	Iteration 176Q: 3 clusters Score -2.711967e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 219348 members 
Entering Unmasked Estep 
Score: -27119668.000000 Penalty: 6114.983398
	Iteration 177Q: 3 clusters Score -2.711967e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 219375 members 
Entering Unmasked Estep 
Score: -27119656.000000 Penalty: 6114.983398
	Iteration 178Q: 3 clusters Score -2.711966e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 219401 members 
Entering Unmasked Estep 
Score: -27119648.000000 Penalty: 6114.983398
	Iteration 179Q: 3 clusters Score -2.711965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 219420 members 
Entering Unmasked Estep 
Score: -27119690.000000 Penalty: 6114.983398
	Iteration 180F: 3 clusters Score -2.711969e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 219434 members 
Entering Unmasked Estep 
Score: -27119652.000000 Penalty: 6114.983398
	Iteration 181Q: 3 clusters Score -2.711965e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 219452 members 
Entering Unmasked Estep 
Score: -27119662.000000 Penalty: 6114.983398
	Iteration 182Q: 3 clusters Score -2.711966e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 219473 members 
Entering Unmasked Estep 
Score: -27119668.000000 Penalty: 6114.983398
	Iteration 183Q: 3 clusters Score -2.711967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 219495 members 
Entering Unmasked Estep 
Score: -27119664.000000 Penalty: 6114.983398
	Iteration 184Q: 3 clusters Score -2.711966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 219518 members 
Entering Unmasked Estep 
Score: -27119640.000000 Penalty: 6114.983398
	Iteration 185Q: 3 clusters Score -2.711964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 219535 members 
Entering Unmasked Estep 
Score: -27119572.000000 Penalty: 6114.983398
	Iteration 186Q: 3 clusters Score -2.711957e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 219552 members 
Entering Unmasked Estep 
Score: -27119610.000000 Penalty: 6114.983398
	Iteration 187Q: 3 clusters Score -2.711961e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 219579 members 
Entering Unmasked Estep 
Score: -27119616.000000 Penalty: 6114.983398
	Iteration 188Q: 3 clusters Score -2.711962e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 219594 members 
Entering Unmasked Estep 
Score: -27119624.000000 Penalty: 6114.983398
	Iteration 189Q: 3 clusters Score -2.711962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 219612 members 
Entering Unmasked Estep 
Score: -27119620.000000 Penalty: 6114.983398
	Iteration 190Q: 3 clusters Score -2.711962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 219622 members 
Entering Unmasked Estep 
Score: -27119602.000000 Penalty: 6114.983398
	Iteration 191Q: 3 clusters Score -2.71196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 219629 members 
Entering Unmasked Estep 
Score: -27119610.000000 Penalty: 6114.983398
	Iteration 192Q: 3 clusters Score -2.711961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 219638 members 
Entering Unmasked Estep 
Score: -27119590.000000 Penalty: 6114.983398
	Iteration 193Q: 3 clusters Score -2.711959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 219646 members 
Entering Unmasked Estep 
Score: -27119610.000000 Penalty: 6114.983398
	Iteration 194Q: 3 clusters Score -2.711961e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 219653 members 
Entering Unmasked Estep 
Score: -27119584.000000 Penalty: 6114.983398
	Iteration 195Q: 3 clusters Score -2.711958e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 219663 members 
Entering Unmasked Estep 
Score: -27119568.000000 Penalty: 6114.983398
	Iteration 196Q: 3 clusters Score -2.711957e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 219673 members 
Entering Unmasked Estep 
Score: -27119570.000000 Penalty: 6114.983398
	Iteration 197Q: 3 clusters Score -2.711957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 219678 members 
Entering Unmasked Estep 
Score: -27119552.000000 Penalty: 6114.983398
	Iteration 198Q: 3 clusters Score -2.711955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 219682 members 
Entering Unmasked Estep 
Score: -27119560.000000 Penalty: 6114.983398
	Iteration 199Q: 3 clusters Score -2.711956e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 219689 members 
Entering Unmasked Estep 
Score: -27119550.000000 Penalty: 6114.983398
	Iteration 200F: 3 clusters Score -2.711955e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 219699 members 
Entering Unmasked Estep 
Score: -27119564.000000 Penalty: 6114.983398
	Iteration 201Q: 3 clusters Score -2.711956e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 219703 members 
Entering Unmasked Estep 
Score: -27119550.000000 Penalty: 6114.983398
	Iteration 202Q: 3 clusters Score -2.711955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 219707 members 
Entering Unmasked Estep 
Score: -27119570.000000 Penalty: 6114.983398
	Iteration 203Q: 3 clusters Score -2.711957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 219710 members 
Entering Unmasked Estep 
Score: -27119562.000000 Penalty: 6114.983398
	Iteration 204Q: 3 clusters Score -2.711956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 219712 members 
Entering Unmasked Estep 
Score: -27119556.000000 Penalty: 6114.983398
	Iteration 205Q: 3 clusters Score -2.711956e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 219717 members 
Entering Unmasked Estep 
Score: -27119554.000000 Penalty: 6114.983398
	Iteration 206Q: 3 clusters Score -2.711955e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 219721 members 
Entering Unmasked Estep 
Score: -27119552.000000 Penalty: 6114.983398
	Iteration 207Q: 3 clusters Score -2.711955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 219723 members 
Entering Unmasked Estep 
Score: -27119562.000000 Penalty: 6114.983398
	Iteration 208Q: 3 clusters Score -2.711956e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 219724 members 
Entering Unmasked Estep 
Score: -27119570.000000 Penalty: 6114.983398
	Iteration 209Q: 3 clusters Score -2.711957e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 219725 members 
Entering Unmasked Estep 
Score: -27119564.000000 Penalty: 6114.983398
	Iteration 210Q: 3 clusters Score -2.711956e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 219727 members 
Entering Unmasked Estep 
Score: -27119542.000000 Penalty: 6114.983398
	Iteration 211Q: 3 clusters Score -2.711954e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 219729 members 
Entering Unmasked Estep 
Score: -27119552.000000 Penalty: 6114.983398
	Iteration 212Q: 3 clusters Score -2.711955e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 219731 members 
Entering Unmasked Estep 
Score: -27119552.000000 Penalty: 6114.983398
	Iteration 213Q: 3 clusters Score -2.711955e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 219732 members 
Entering Unmasked Estep 
Score: -27119550.000000 Penalty: 6114.983398
	Iteration 214Q: 3 clusters Score -2.711955e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 219732 members 
Entering Unmasked Estep 
Score: -27119550.000000 Penalty: 6114.983398
	Iteration 215F: 3 clusters Score -2.711955e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Entering Unmasked Estep 
Score: -307049.062500 Penalty: 1962.734619
	Iteration 0F: 2 clusters Score -307049.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -303904.937500 Penalty: 3925.469238
	Iteration 0F: 3 clusters Score -303904.9 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -304620.125000 Penalty: 3925.469238
	Iteration 1F: 3 clusters Score -304620.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -304810.593750 Penalty: 3925.469238
	Iteration 2F: 3 clusters Score -304810.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -304925.750000 Penalty: 3925.469238
	Iteration 3Q: 3 clusters Score -304925.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -305033.250000 Penalty: 3925.469238
	Iteration 4Q: 3 clusters Score -305033.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -305100.906250 Penalty: 3925.469238
	Iteration 5Q: 3 clusters Score -305100.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -305143.250000 Penalty: 3925.469238
	Iteration 6Q: 3 clusters Score -305143.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -305161.968750 Penalty: 3925.469238
	Iteration 7Q: 3 clusters Score -305162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -305172.812500 Penalty: 3925.469238
	Iteration 8Q: 3 clusters Score -305172.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -305180.656250 Penalty: 3925.469238
	Iteration 9Q: 3 clusters Score -305180.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -305185.937500 Penalty: 3925.469238
	Iteration 10Q: 3 clusters Score -305185.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -305191.375000 Penalty: 3925.469238
	Iteration 11Q: 3 clusters Score -305191.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -305196.937500 Penalty: 3925.469238
	Iteration 12Q: 3 clusters Score -305196.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -305202.937500 Penalty: 3925.469238
	Iteration 13Q: 3 clusters Score -305202.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -305208.968750 Penalty: 3925.469238
	Iteration 14Q: 3 clusters Score -305209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -305216.343750 Penalty: 3925.469238
	Iteration 15Q: 3 clusters Score -305216.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -305222.187500 Penalty: 3925.469238
	Iteration 16Q: 3 clusters Score -305222.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -305227.000000 Penalty: 3925.469238
	Iteration 17Q: 3 clusters Score -305227 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -305234.250000 Penalty: 3925.469238
	Iteration 18Q: 3 clusters Score -305234.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -305239.312500 Penalty: 3925.469238
	Iteration 19Q: 3 clusters Score -305239.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -305244.250000 Penalty: 3925.469238
	Iteration 20F: 3 clusters Score -305244.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -305250.156250 Penalty: 3925.469238
	Iteration 21Q: 3 clusters Score -305250.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -305253.156250 Penalty: 3925.469238
	Iteration 22Q: 3 clusters Score -305253.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -305257.093750 Penalty: 3925.469238
	Iteration 23Q: 3 clusters Score -305257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -305259.312500 Penalty: 3925.469238
	Iteration 24Q: 3 clusters Score -305259.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -305266.500000 Penalty: 3925.469238
	Iteration 25Q: 3 clusters Score -305266.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -305274.687500 Penalty: 3925.469238
	Iteration 26Q: 3 clusters Score -305274.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -305282.218750 Penalty: 3925.469238
	Iteration 27Q: 3 clusters Score -305282.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -305288.906250 Penalty: 3925.469238
	Iteration 28Q: 3 clusters Score -305288.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -305295.937500 Penalty: 3925.469238
	Iteration 29Q: 3 clusters Score -305295.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -305301.312500 Penalty: 3925.469238
	Iteration 30Q: 3 clusters Score -305301.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -305306.000000 Penalty: 3925.469238
	Iteration 31Q: 3 clusters Score -305306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -305308.218750 Penalty: 3925.469238
	Iteration 32Q: 3 clusters Score -305308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -305309.062500 Penalty: 3925.469238
	Iteration 33Q: 3 clusters Score -305309.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -305311.750000 Penalty: 3925.469238
	Iteration 34Q: 3 clusters Score -305311.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -305313.187500 Penalty: 3925.469238
	Iteration 35Q: 3 clusters Score -305313.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -305314.156250 Penalty: 3925.469238
	Iteration 36Q: 3 clusters Score -305314.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -305316.125000 Penalty: 3925.469238
	Iteration 37Q: 3 clusters Score -305316.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -305316.250000 Penalty: 3925.469238
	Iteration 38Q: 3 clusters Score -305316.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -305317.000000 Penalty: 3925.469238
	Iteration 39Q: 3 clusters Score -305317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -305317.000000 Penalty: 3925.469238
	Iteration 40F: 3 clusters Score -305317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -33364.578125 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -33364.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32059.259766 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -32059.26 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -32263.419922 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -32263.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -32312.933594 Penalty: 2899.833740
	Iteration 2Q: 3 clusters Score -32312.93 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32332.216797 Penalty: 2899.833740
	Iteration 3Q: 3 clusters Score -32332.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -32342.173828 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -32342.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -32349.513672 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -32349.51 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32353.289062 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -32353.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -32353.289062 Penalty: 2899.833740
	Iteration 7F: 3 clusters Score -32353.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Entering Unmasked Estep 
Score: -467920.062500 Penalty: 2061.896240
	Iteration 0F: 2 clusters Score -467920.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -463965.718750 Penalty: 4123.792480
	Iteration 0F: 3 clusters Score -463965.7 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -464853.750000 Penalty: 4123.792480
	Iteration 1F: 3 clusters Score -464853.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -465112.875000 Penalty: 4123.792480
	Iteration 2F: 3 clusters Score -465112.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -465312.500000 Penalty: 4123.792480
	Iteration 3F: 3 clusters Score -465312.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -465519.562500 Penalty: 4123.792480
	Iteration 4Q: 3 clusters Score -465519.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -465632.187500 Penalty: 4123.792480
	Iteration 5Q: 3 clusters Score -465632.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -465714.406250 Penalty: 4123.792480
	Iteration 6Q: 3 clusters Score -465714.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -465785.562500 Penalty: 4123.792480
	Iteration 7Q: 3 clusters Score -465785.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -465832.468750 Penalty: 4123.792480
	Iteration 8Q: 3 clusters Score -465832.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -465867.437500 Penalty: 4123.792480
	Iteration 9Q: 3 clusters Score -465867.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -465891.656250 Penalty: 4123.792480
	Iteration 10Q: 3 clusters Score -465891.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -465912.000000 Penalty: 4123.792480
	Iteration 11Q: 3 clusters Score -465912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -465923.718750 Penalty: 4123.792480
	Iteration 12Q: 3 clusters Score -465923.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -465931.437500 Penalty: 4123.792480
	Iteration 13Q: 3 clusters Score -465931.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -465938.062500 Penalty: 4123.792480
	Iteration 14Q: 3 clusters Score -465938.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -465944.781250 Penalty: 4123.792480
	Iteration 15Q: 3 clusters Score -465944.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -465947.093750 Penalty: 4123.792480
	Iteration 16Q: 3 clusters Score -465947.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -465949.625000 Penalty: 4123.792480
	Iteration 17Q: 3 clusters Score -465949.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -465951.500000 Penalty: 4123.792480
	Iteration 18Q: 3 clusters Score -465951.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -465953.281250 Penalty: 4123.792480
	Iteration 19Q: 3 clusters Score -465953.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -465956.500000 Penalty: 4123.792480
	Iteration 20F: 3 clusters Score -465956.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -465958.562500 Penalty: 4123.792480
	Iteration 21Q: 3 clusters Score -465958.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -465963.468750 Penalty: 4123.792480
	Iteration 22Q: 3 clusters Score -465963.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -465967.156250 Penalty: 4123.792480
	Iteration 23Q: 3 clusters Score -465967.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -465970.625000 Penalty: 4123.792480
	Iteration 24Q: 3 clusters Score -465970.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -465975.343750 Penalty: 4123.792480
	Iteration 25Q: 3 clusters Score -465975.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -465980.812500 Penalty: 4123.792480
	Iteration 26Q: 3 clusters Score -465980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -465985.031250 Penalty: 4123.792480
	Iteration 27Q: 3 clusters Score -465985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -465989.281250 Penalty: 4123.792480
	Iteration 28Q: 3 clusters Score -465989.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -465994.375000 Penalty: 4123.792480
	Iteration 29Q: 3 clusters Score -465994.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -466000.593750 Penalty: 4123.792480
	Iteration 30Q: 3 clusters Score -466000.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -466006.843750 Penalty: 4123.792480
	Iteration 31Q: 3 clusters Score -466006.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -466013.468750 Penalty: 4123.792480
	Iteration 32Q: 3 clusters Score -466013.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -466017.250000 Penalty: 4123.792480
	Iteration 33Q: 3 clusters Score -466017.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -466021.250000 Penalty: 4123.792480
	Iteration 34Q: 3 clusters Score -466021.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -466024.625000 Penalty: 4123.792480
	Iteration 35Q: 3 clusters Score -466024.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -466027.343750 Penalty: 4123.792480
	Iteration 36Q: 3 clusters Score -466027.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -466028.812500 Penalty: 4123.792480
	Iteration 37Q: 3 clusters Score -466028.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -466031.062500 Penalty: 4123.792480
	Iteration 38Q: 3 clusters Score -466031.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -466033.750000 Penalty: 4123.792480
	Iteration 39Q: 3 clusters Score -466033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -466036.187500 Penalty: 4123.792480
	Iteration 40F: 3 clusters Score -466036.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -466038.562500 Penalty: 4123.792480
	Iteration 41Q: 3 clusters Score -466038.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -466040.843750 Penalty: 4123.792480
	Iteration 42Q: 3 clusters Score -466040.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -466044.000000 Penalty: 4123.792480
	Iteration 43Q: 3 clusters Score -466044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -466048.968750 Penalty: 4123.792480
	Iteration 44Q: 3 clusters Score -466049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -466050.562500 Penalty: 4123.792480
	Iteration 45Q: 3 clusters Score -466050.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -466052.750000 Penalty: 4123.792480
	Iteration 46Q: 3 clusters Score -466052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -466053.750000 Penalty: 4123.792480
	Iteration 47Q: 3 clusters Score -466053.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -466055.468750 Penalty: 4123.792480
	Iteration 48Q: 3 clusters Score -466055.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -466056.625000 Penalty: 4123.792480
	Iteration 49Q: 3 clusters Score -466056.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -466056.687500 Penalty: 4123.792480
	Iteration 50Q: 3 clusters Score -466056.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -466056.937500 Penalty: 4123.792480
	Iteration 51Q: 3 clusters Score -466056.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -466057.625000 Penalty: 4123.792480
	Iteration 52Q: 3 clusters Score -466057.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -466057.625000 Penalty: 4123.792480
	Iteration 53F: 3 clusters Score -466057.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (132432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132432 members 
Entering Unmasked Estep 
Score: -15979045.000000 Penalty: 2924.868408
	Iteration 0F: 2 clusters Score -1.597904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66071 members 
Mstep: Class 2 contains 66361 members 
Entering Unmasked Estep 
Score: -15890753.000000 Penalty: 5849.736816
	Iteration 0F: 3 clusters Score -1.589075e+07 nChanged 62957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 66754 members 
Entering Unmasked Estep 
Score: -15926953.000000 Penalty: 5849.736816
	Iteration 1F: 3 clusters Score -1.592695e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64958 members 
Mstep: Class 2 contains 67474 members 
Entering Unmasked Estep 
Score: -15927599.000000 Penalty: 5849.736816
	Iteration 2Q: 3 clusters Score -1.59276e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63862 members 
Mstep: Class 2 contains 68570 members 
Entering Unmasked Estep 
Score: -15928497.000000 Penalty: 5849.736816
	Iteration 3Q: 3 clusters Score -1.59285e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62157 members 
Mstep: Class 2 contains 70275 members 
Entering Unmasked Estep 
Score: -15929472.000000 Penalty: 5849.736816
	Iteration 4Q: 3 clusters Score -1.592947e+07 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59529 members 
Mstep: Class 2 contains 72903 members 
Entering Unmasked Estep 
Score: -15931136.000000 Penalty: 5849.736816
	Iteration 5Q: 3 clusters Score -1.593114e+07 nChanged 5589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 76764 members 
Entering Unmasked Estep 
Score: -15933919.000000 Penalty: 5849.736816
	Iteration 6Q: 3 clusters Score -1.593392e+07 nChanged 6913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50409 members 
Mstep: Class 2 contains 82023 members 
Entering Unmasked Estep 
Score: -15938470.000000 Penalty: 5849.736816
	Iteration 7F: 3 clusters Score -1.593847e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 88281 members 
Entering Unmasked Estep 
Score: -15944928.000000 Penalty: 5849.736816
	Iteration 8F: 3 clusters Score -1.594493e+07 nChanged 8469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 94554 members 
Entering Unmasked Estep 
Score: -15952137.000000 Penalty: 5849.736816
	Iteration 9F: 3 clusters Score -1.595214e+07 nChanged 7668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32976 members 
Mstep: Class 2 contains 99456 members 
Entering Unmasked Estep 
Score: -15958400.000000 Penalty: 5849.736816
	Iteration 10F: 3 clusters Score -1.59584e+07 nChanged 6459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29651 members 
Mstep: Class 2 contains 102781 members 
Entering Unmasked Estep 
Score: -15963295.000000 Penalty: 5849.736816
	Iteration 11Q: 3 clusters Score -1.59633e+07 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27549 members 
Mstep: Class 2 contains 104883 members 
Entering Unmasked Estep 
Score: -15966329.000000 Penalty: 5849.736816
	Iteration 12Q: 3 clusters Score -1.596633e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 106404 members 
Entering Unmasked Estep 
Score: -15967927.000000 Penalty: 5849.736816
	Iteration 13Q: 3 clusters Score -1.596793e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 107755 members 
Entering Unmasked Estep 
Score: -15968970.000000 Penalty: 5849.736816
	Iteration 14Q: 3 clusters Score -1.596897e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 109059 members 
Entering Unmasked Estep 
Score: -15969796.000000 Penalty: 5849.736816
	Iteration 15Q: 3 clusters Score -1.59698e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 110293 members 
Entering Unmasked Estep 
Score: -15970390.000000 Penalty: 5849.736816
	Iteration 16Q: 3 clusters Score -1.597039e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 111491 members 
Entering Unmasked Estep 
Score: -15970865.000000 Penalty: 5849.736816
	Iteration 17Q: 3 clusters Score -1.597086e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 112613 members 
Entering Unmasked Estep 
Score: -15971149.000000 Penalty: 5849.736816
	Iteration 18Q: 3 clusters Score -1.597115e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 113717 members 
Entering Unmasked Estep 
Score: -15971586.000000 Penalty: 5849.736816
	Iteration 19Q: 3 clusters Score -1.597159e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 114748 members 
Entering Unmasked Estep 
Score: -15971887.000000 Penalty: 5849.736816
	Iteration 20F: 3 clusters Score -1.597189e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 115735 members 
Entering Unmasked Estep 
Score: -15972241.000000 Penalty: 5849.736816
	Iteration 21Q: 3 clusters Score -1.597224e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -15972538.000000 Penalty: 5849.736816
	Iteration 22Q: 3 clusters Score -1.597254e+07 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 117595 members 
Entering Unmasked Estep 
Score: -15972840.000000 Penalty: 5849.736816
	Iteration 23Q: 3 clusters Score -1.597284e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 118487 members 
Entering Unmasked Estep 
Score: -15973141.000000 Penalty: 5849.736816
	Iteration 24Q: 3 clusters Score -1.597314e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 119346 members 
Entering Unmasked Estep 
Score: -15973377.000000 Penalty: 5849.736816
	Iteration 25Q: 3 clusters Score -1.597338e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 120193 members 
Entering Unmasked Estep 
Score: -15973551.000000 Penalty: 5849.736816
	Iteration 26Q: 3 clusters Score -1.597355e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11430 members 
Mstep: Class 2 contains 121002 members 
Entering Unmasked Estep 
Score: -15973710.000000 Penalty: 5849.736816
	Iteration 27Q: 3 clusters Score -1.597371e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 121773 members 
Entering Unmasked Estep 
Score: -15973941.000000 Penalty: 5849.736816
	Iteration 28Q: 3 clusters Score -1.597394e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 122501 members 
Entering Unmasked Estep 
Score: -15974108.000000 Penalty: 5849.736816
	Iteration 29Q: 3 clusters Score -1.597411e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 123191 members 
Entering Unmasked Estep 
Score: -15974272.000000 Penalty: 5849.736816
	Iteration 30Q: 3 clusters Score -1.597427e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 123879 members 
Entering Unmasked Estep 
Score: -15974527.000000 Penalty: 5849.736816
	Iteration 31Q: 3 clusters Score -1.597453e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 124502 members 
Entering Unmasked Estep 
Score: -15974724.000000 Penalty: 5849.736816
	Iteration 32Q: 3 clusters Score -1.597472e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -15974898.000000 Penalty: 5849.736816
	Iteration 33Q: 3 clusters Score -1.59749e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 125654 members 
Entering Unmasked Estep 
Score: -15975070.000000 Penalty: 5849.736816
	Iteration 34Q: 3 clusters Score -1.597507e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 126181 members 
Entering Unmasked Estep 
Score: -15975201.000000 Penalty: 5849.736816
	Iteration 35Q: 3 clusters Score -1.59752e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 126646 members 
Entering Unmasked Estep 
Score: -15975353.000000 Penalty: 5849.736816
	Iteration 36Q: 3 clusters Score -1.597535e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 127076 members 
Entering Unmasked Estep 
Score: -15975471.000000 Penalty: 5849.736816
	Iteration 37Q: 3 clusters Score -1.597547e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 127491 members 
Entering Unmasked Estep 
Score: -15975583.000000 Penalty: 5849.736816
	Iteration 38Q: 3 clusters Score -1.597558e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 127854 members 
Entering Unmasked Estep 
Score: -15975657.000000 Penalty: 5849.736816
	Iteration 39Q: 3 clusters Score -1.597566e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 128182 members 
Entering Unmasked Estep 
Score: -15975774.000000 Penalty: 5849.736816
	Iteration 40F: 3 clusters Score -1.597577e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 128490 members 
Entering Unmasked Estep 
Score: -15975868.000000 Penalty: 5849.736816
	Iteration 41Q: 3 clusters Score -1.597587e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 128811 members 
Entering Unmasked Estep 
Score: -15975969.000000 Penalty: 5849.736816
	Iteration 42Q: 3 clusters Score -1.597597e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 129089 members 
Entering Unmasked Estep 
Score: -15976047.000000 Penalty: 5849.736816
	Iteration 43Q: 3 clusters Score -1.597605e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 129309 members 
Entering Unmasked Estep 
Score: -15976093.000000 Penalty: 5849.736816
	Iteration 44Q: 3 clusters Score -1.597609e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 129497 members 
Entering Unmasked Estep 
Score: -15976114.000000 Penalty: 5849.736816
	Iteration 45Q: 3 clusters Score -1.597611e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 129652 members 
Entering Unmasked Estep 
Score: -15976187.000000 Penalty: 5849.736816
	Iteration 46Q: 3 clusters Score -1.597619e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 129797 members 
Entering Unmasked Estep 
Score: -15976220.000000 Penalty: 5849.736816
	Iteration 47Q: 3 clusters Score -1.597622e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 129918 members 
Entering Unmasked Estep 
Score: -15976283.000000 Penalty: 5849.736816
	Iteration 48Q: 3 clusters Score -1.597628e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 130023 members 
Entering Unmasked Estep 
Score: -15976283.000000 Penalty: 5849.736816
	Iteration 49Q: 3 clusters Score -1.597628e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 130123 members 
Entering Unmasked Estep 
Score: -15976324.000000 Penalty: 5849.736816
	Iteration 50Q: 3 clusters Score -1.597632e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 130199 members 
Entering Unmasked Estep 
Score: -15976351.000000 Penalty: 5849.736816
	Iteration 51Q: 3 clusters Score -1.597635e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 130269 members 
Entering Unmasked Estep 
Score: -15976398.000000 Penalty: 5849.736816
	Iteration 52Q: 3 clusters Score -1.59764e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 130343 members 
Entering Unmasked Estep 
Score: -15976381.000000 Penalty: 5849.736816
	Iteration 53Q: 3 clusters Score -1.597638e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 130404 members 
Entering Unmasked Estep 
Score: -15976405.000000 Penalty: 5849.736816
	Iteration 54Q: 3 clusters Score -1.59764e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 130455 members 
Entering Unmasked Estep 
Score: -15976427.000000 Penalty: 5849.736816
	Iteration 55Q: 3 clusters Score -1.597643e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 130506 members 
Entering Unmasked Estep 
Score: -15976483.000000 Penalty: 5849.736816
	Iteration 56Q: 3 clusters Score -1.597648e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 130543 members 
Entering Unmasked Estep 
Score: -15976473.000000 Penalty: 5849.736816
	Iteration 57Q: 3 clusters Score -1.597647e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 130581 members 
Entering Unmasked Estep 
Score: -15976478.000000 Penalty: 5849.736816
	Iteration 58Q: 3 clusters Score -1.597648e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 130623 members 
Entering Unmasked Estep 
Score: -15976485.000000 Penalty: 5849.736816
	Iteration 59Q: 3 clusters Score -1.597648e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 130652 members 
Entering Unmasked Estep 
Score: -15976507.000000 Penalty: 5849.736816
	Iteration 60F: 3 clusters Score -1.597651e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 130683 members 
Entering Unmasked Estep 
Score: -15976525.000000 Penalty: 5849.736816
	Iteration 61Q: 3 clusters Score -1.597652e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 130726 members 
Entering Unmasked Estep 
Score: -15976544.000000 Penalty: 5849.736816
	Iteration 62Q: 3 clusters Score -1.597654e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 130758 members 
Entering Unmasked Estep 
Score: -15976541.000000 Penalty: 5849.736816
	Iteration 63Q: 3 clusters Score -1.597654e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 130790 members 
Entering Unmasked Estep 
Score: -15976553.000000 Penalty: 5849.736816
	Iteration 64Q: 3 clusters Score -1.597655e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 130822 members 
Entering Unmasked Estep 
Score: -15976571.000000 Penalty: 5849.736816
	Iteration 65Q: 3 clusters Score -1.597657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 130845 members 
Entering Unmasked Estep 
Score: -15976565.000000 Penalty: 5849.736816
	Iteration 66Q: 3 clusters Score -1.597656e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 130871 members 
Entering Unmasked Estep 
Score: -15976573.000000 Penalty: 5849.736816
	Iteration 67Q: 3 clusters Score -1.597657e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 130895 members 
Entering Unmasked Estep 
Score: -15976578.000000 Penalty: 5849.736816
	Iteration 68Q: 3 clusters Score -1.597658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 130906 members 
Entering Unmasked Estep 
Score: -15976600.000000 Penalty: 5849.736816
	Iteration 69Q: 3 clusters Score -1.59766e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 130916 members 
Entering Unmasked Estep 
Score: -15976602.000000 Penalty: 5849.736816
	Iteration 70Q: 3 clusters Score -1.59766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 130926 members 
Entering Unmasked Estep 
Score: -15976620.000000 Penalty: 5849.736816
	Iteration 71Q: 3 clusters Score -1.597662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 130932 members 
Entering Unmasked Estep 
Score: -15976627.000000 Penalty: 5849.736816
	Iteration 72Q: 3 clusters Score -1.597663e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 130941 members 
Entering Unmasked Estep 
Score: -15976613.000000 Penalty: 5849.736816
	Iteration 73Q: 3 clusters Score -1.597661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 130948 members 
Entering Unmasked Estep 
Score: -15976608.000000 Penalty: 5849.736816
	Iteration 74Q: 3 clusters Score -1.597661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 130953 members 
Entering Unmasked Estep 
Score: -15976606.000000 Penalty: 5849.736816
	Iteration 75Q: 3 clusters Score -1.597661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 130959 members 
Entering Unmasked Estep 
Score: -15976608.000000 Penalty: 5849.736816
	Iteration 76Q: 3 clusters Score -1.597661e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 130966 members 
Entering Unmasked Estep 
Score: -15976626.000000 Penalty: 5849.736816
	Iteration 77Q: 3 clusters Score -1.597663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -15976622.000000 Penalty: 5849.736816
	Iteration 78Q: 3 clusters Score -1.597662e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 130976 members 
Entering Unmasked Estep 
Score: -15976621.000000 Penalty: 5849.736816
	Iteration 79Q: 3 clusters Score -1.597662e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 130984 members 
Entering Unmasked Estep 
Score: -15976626.000000 Penalty: 5849.736816
	Iteration 80F: 3 clusters Score -1.597663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 130990 members 
Entering Unmasked Estep 
Score: -15976635.000000 Penalty: 5849.736816
	Iteration 81Q: 3 clusters Score -1.597664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 130994 members 
Entering Unmasked Estep 
Score: -15976622.000000 Penalty: 5849.736816
	Iteration 82Q: 3 clusters Score -1.597662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 130996 members 
Entering Unmasked Estep 
Score: -15976634.000000 Penalty: 5849.736816
	Iteration 83Q: 3 clusters Score -1.597663e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 131002 members 
Entering Unmasked Estep 
Score: -15976642.000000 Penalty: 5849.736816
	Iteration 84Q: 3 clusters Score -1.597664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -15976634.000000 Penalty: 5849.736816
	Iteration 85Q: 3 clusters Score -1.597663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 131005 members 
Entering Unmasked Estep 
Score: -15976641.000000 Penalty: 5849.736816
	Iteration 86Q: 3 clusters Score -1.597664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 131006 members 
Entering Unmasked Estep 
Score: -15976651.000000 Penalty: 5849.736816
	Iteration 87Q: 3 clusters Score -1.597665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 131010 members 
Entering Unmasked Estep 
Score: -15976654.000000 Penalty: 5849.736816
	Iteration 88Q: 3 clusters Score -1.597665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 131012 members 
Entering Unmasked Estep 
Score: -15976656.000000 Penalty: 5849.736816
	Iteration 89Q: 3 clusters Score -1.597666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 131015 members 
Entering Unmasked Estep 
Score: -15976656.000000 Penalty: 5849.736816
	Iteration 90Q: 3 clusters Score -1.597666e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 131017 members 
Entering Unmasked Estep 
Score: -15976661.000000 Penalty: 5849.736816
	Iteration 91Q: 3 clusters Score -1.597666e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 131020 members 
Entering Unmasked Estep 
Score: -15976657.000000 Penalty: 5849.736816
	Iteration 92Q: 3 clusters Score -1.597666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 131025 members 
Entering Unmasked Estep 
Score: -15976649.000000 Penalty: 5849.736816
	Iteration 93Q: 3 clusters Score -1.597665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 131031 members 
Entering Unmasked Estep 
Score: -15976636.000000 Penalty: 5849.736816
	Iteration 94Q: 3 clusters Score -1.597664e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 131038 members 
Entering Unmasked Estep 
Score: -15976634.000000 Penalty: 5849.736816
	Iteration 95Q: 3 clusters Score -1.597663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 131043 members 
Entering Unmasked Estep 
Score: -15976643.000000 Penalty: 5849.736816
	Iteration 96Q: 3 clusters Score -1.597664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 131048 members 
Entering Unmasked Estep 
Score: -15976645.000000 Penalty: 5849.736816
	Iteration 97Q: 3 clusters Score -1.597664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 131056 members 
Entering Unmasked Estep 
Score: -15976652.000000 Penalty: 5849.736816
	Iteration 98Q: 3 clusters Score -1.597665e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 131064 members 
Entering Unmasked Estep 
Score: -15976655.000000 Penalty: 5849.736816
	Iteration 99Q: 3 clusters Score -1.597666e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 131069 members 
Entering Unmasked Estep 
Score: -15976662.000000 Penalty: 5849.736816
	Iteration 100F: 3 clusters Score -1.597666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 131068 members 
Entering Unmasked Estep 
Score: -15976657.000000 Penalty: 5849.736816
	Iteration 101Q: 3 clusters Score -1.597666e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 131072 members 
Entering Unmasked Estep 
Score: -15976659.000000 Penalty: 5849.736816
	Iteration 102Q: 3 clusters Score -1.597666e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 131077 members 
Entering Unmasked Estep 
Score: -15976671.000000 Penalty: 5849.736816
	Iteration 103Q: 3 clusters Score -1.597667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 131079 members 
Entering Unmasked Estep 
Score: -15976678.000000 Penalty: 5849.736816
	Iteration 104Q: 3 clusters Score -1.597668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 131082 members 
Entering Unmasked Estep 
Score: -15976671.000000 Penalty: 5849.736816
	Iteration 105Q: 3 clusters Score -1.597667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 131087 members 
Entering Unmasked Estep 
Score: -15976669.000000 Penalty: 5849.736816
	Iteration 106Q: 3 clusters Score -1.597667e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 131092 members 
Entering Unmasked Estep 
Score: -15976675.000000 Penalty: 5849.736816
	Iteration 107Q: 3 clusters Score -1.597668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 131094 members 
Entering Unmasked Estep 
Score: -15976675.000000 Penalty: 5849.736816
	Iteration 108Q: 3 clusters Score -1.597668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 131095 members 
Entering Unmasked Estep 
Score: -15976679.000000 Penalty: 5849.736816
	Iteration 109Q: 3 clusters Score -1.597668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 131099 members 
Entering Unmasked Estep 
Score: -15976676.000000 Penalty: 5849.736816
	Iteration 110Q: 3 clusters Score -1.597668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 131102 members 
Entering Unmasked Estep 
Score: -15976673.000000 Penalty: 5849.736816
	Iteration 111Q: 3 clusters Score -1.597667e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 131105 members 
Entering Unmasked Estep 
Score: -15976684.000000 Penalty: 5849.736816
	Iteration 112Q: 3 clusters Score -1.597668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 131105 members 
Entering Unmasked Estep 
Score: -15976663.000000 Penalty: 5849.736816
	Iteration 113Q: 3 clusters Score -1.597666e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 131107 members 
Entering Unmasked Estep 
Score: -15976672.000000 Penalty: 5849.736816
	Iteration 114Q: 3 clusters Score -1.597667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 131111 members 
Entering Unmasked Estep 
Score: -15976670.000000 Penalty: 5849.736816
	Iteration 115Q: 3 clusters Score -1.597667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 131111 members 
Entering Unmasked Estep 
Score: -15976675.000000 Penalty: 5849.736816
	Iteration 116Q: 3 clusters Score -1.597668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 131116 members 
Entering Unmasked Estep 
Score: -15976676.000000 Penalty: 5849.736816
	Iteration 117Q: 3 clusters Score -1.597668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 131119 members 
Entering Unmasked Estep 
Score: -15976671.000000 Penalty: 5849.736816
	Iteration 118Q: 3 clusters Score -1.597667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 131120 members 
Entering Unmasked Estep 
Score: -15976674.000000 Penalty: 5849.736816
	Iteration 119Q: 3 clusters Score -1.597667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 131124 members 
Entering Unmasked Estep 
Score: -15976671.000000 Penalty: 5849.736816
	Iteration 120F: 3 clusters Score -1.597667e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 131127 members 
Entering Unmasked Estep 
Score: -15976675.000000 Penalty: 5849.736816
	Iteration 121Q: 3 clusters Score -1.597668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 131131 members 
Entering Unmasked Estep 
Score: -15976673.000000 Penalty: 5849.736816
	Iteration 122Q: 3 clusters Score -1.597667e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 131141 members 
Entering Unmasked Estep 
Score: -15976698.000000 Penalty: 5849.736816
	Iteration 123Q: 3 clusters Score -1.59767e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 131151 members 
Entering Unmasked Estep 
Score: -15976695.000000 Penalty: 5849.736816
	Iteration 124Q: 3 clusters Score -1.59767e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 131155 members 
Entering Unmasked Estep 
Score: -15976697.000000 Penalty: 5849.736816
	Iteration 125Q: 3 clusters Score -1.59767e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 131159 members 
Entering Unmasked Estep 
Score: -15976693.000000 Penalty: 5849.736816
	Iteration 126Q: 3 clusters Score -1.597669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 131161 members 
Entering Unmasked Estep 
Score: -15976695.000000 Penalty: 5849.736816
	Iteration 127Q: 3 clusters Score -1.59767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 131161 members 
Entering Unmasked Estep 
Score: -15976699.000000 Penalty: 5849.736816
	Iteration 128Q: 3 clusters Score -1.59767e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 131160 members 
Entering Unmasked Estep 
Score: -15976699.000000 Penalty: 5849.736816
	Iteration 129Q: 3 clusters Score -1.59767e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 131162 members 
Entering Unmasked Estep 
Score: -15976687.000000 Penalty: 5849.736816
	Iteration 130Q: 3 clusters Score -1.597669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 131162 members 
Entering Unmasked Estep 
Score: -15976687.000000 Penalty: 5849.736816
	Iteration 131F: 3 clusters Score -1.597669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Entering Unmasked Estep 
Score: -3322677.500000 Penalty: 2530.316406
	Iteration 0F: 2 clusters Score -3322678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -3304020.750000 Penalty: 5060.632812
	Iteration 0F: 3 clusters Score -3304021 nChanged 12062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -3310580.500000 Penalty: 5060.632812
	Iteration 1F: 3 clusters Score -3310580 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -3310963.750000 Penalty: 5060.632812
	Iteration 2Q: 3 clusters Score -3310964 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -3311324.500000 Penalty: 5060.632812
	Iteration 3Q: 3 clusters Score -3311324 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -3311722.500000 Penalty: 5060.632812
	Iteration 4Q: 3 clusters Score -3311722 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -3312202.000000 Penalty: 5060.632812
	Iteration 5Q: 3 clusters Score -3312202 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -3312888.000000 Penalty: 5060.632812
	Iteration 6Q: 3 clusters Score -3312888 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -3313938.750000 Penalty: 5060.632812
	Iteration 7F: 3 clusters Score -3313939 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -3315359.750000 Penalty: 5060.632812
	Iteration 8F: 3 clusters Score -3315360 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3316869.750000 Penalty: 5060.632812
	Iteration 9F: 3 clusters Score -3316870 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -3318231.000000 Penalty: 5060.632812
	Iteration 10F: 3 clusters Score -3318231 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3319165.750000 Penalty: 5060.632812
	Iteration 11Q: 3 clusters Score -3319166 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25713 members 
Entering Unmasked Estep 
Score: -3319682.750000 Penalty: 5060.632812
	Iteration 12Q: 3 clusters Score -3319683 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -3319983.500000 Penalty: 5060.632812
	Iteration 13Q: 3 clusters Score -3319984 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -3320192.500000 Penalty: 5060.632812
	Iteration 14Q: 3 clusters Score -3320192 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 26322 members 
Entering Unmasked Estep 
Score: -3320313.000000 Penalty: 5060.632812
	Iteration 15Q: 3 clusters Score -3320313 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 26384 members 
Entering Unmasked Estep 
Score: -3320360.250000 Penalty: 5060.632812
	Iteration 16Q: 3 clusters Score -3320360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3320410.000000 Penalty: 5060.632812
	Iteration 17Q: 3 clusters Score -3320410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 26446 members 
Entering Unmasked Estep 
Score: -3320440.500000 Penalty: 5060.632812
	Iteration 18Q: 3 clusters Score -3320440 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26460 members 
Entering Unmasked Estep 
Score: -3320463.500000 Penalty: 5060.632812
	Iteration 19Q: 3 clusters Score -3320464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3320486.750000 Penalty: 5060.632812
	Iteration 20F: 3 clusters Score -3320487 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -3320497.000000 Penalty: 5060.632812
	Iteration 21Q: 3 clusters Score -3320497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 26502 members 
Entering Unmasked Estep 
Score: -3320509.000000 Penalty: 5060.632812
	Iteration 22Q: 3 clusters Score -3320509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 26510 members 
Entering Unmasked Estep 
Score: -3320516.250000 Penalty: 5060.632812
	Iteration 23Q: 3 clusters Score -3320516 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -3320518.250000 Penalty: 5060.632812
	Iteration 24Q: 3 clusters Score -3320518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 26515 members 
Entering Unmasked Estep 
Score: -3320521.000000 Penalty: 5060.632812
	Iteration 25Q: 3 clusters Score -3320521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -3320524.500000 Penalty: 5060.632812
	Iteration 26Q: 3 clusters Score -3320524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3320529.250000 Penalty: 5060.632812
	Iteration 27Q: 3 clusters Score -3320529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 26521 members 
Entering Unmasked Estep 
Score: -3320530.750000 Penalty: 5060.632812
	Iteration 28Q: 3 clusters Score -3320531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3320528.000000 Penalty: 5060.632812
	Iteration 29Q: 3 clusters Score -3320528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -3320535.250000 Penalty: 5060.632812
	Iteration 30Q: 3 clusters Score -3320535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 26522 members 
Entering Unmasked Estep 
Score: -3320533.500000 Penalty: 5060.632812
	Iteration 31Q: 3 clusters Score -3320534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -3320536.000000 Penalty: 5060.632812
	Iteration 32Q: 3 clusters Score -3320536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3320533.500000 Penalty: 5060.632812
	Iteration 33Q: 3 clusters Score -3320534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 26528 members 
Entering Unmasked Estep 
Score: -3320540.500000 Penalty: 5060.632812
	Iteration 34Q: 3 clusters Score -3320540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -3320541.250000 Penalty: 5060.632812
	Iteration 35Q: 3 clusters Score -3320541 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -3320545.000000 Penalty: 5060.632812
	Iteration 36Q: 3 clusters Score -3320545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -3320552.250000 Penalty: 5060.632812
	Iteration 37Q: 3 clusters Score -3320552 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -3320559.000000 Penalty: 5060.632812
	Iteration 38Q: 3 clusters Score -3320559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -3320560.000000 Penalty: 5060.632812
	Iteration 39Q: 3 clusters Score -3320560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 26538 members 
Entering Unmasked Estep 
Score: -3320566.000000 Penalty: 5060.632812
	Iteration 40F: 3 clusters Score -3320566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3320566.750000 Penalty: 5060.632812
	Iteration 41Q: 3 clusters Score -3320567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -3320566.750000 Penalty: 5060.632812
	Iteration 42F: 3 clusters Score -3320567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (56408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56408 members 
Entering Unmasked Estep 
Score: -6611097.500000 Penalty: 2713.210938
	Iteration 0F: 2 clusters Score -6611098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28360 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -6573193.000000 Penalty: 5426.421875
	Iteration 0F: 3 clusters Score -6573193 nChanged 26127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -6587889.500000 Penalty: 5426.421875
	Iteration 1F: 3 clusters Score -6587890 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -6588440.500000 Penalty: 5426.421875
	Iteration 2Q: 3 clusters Score -6588440 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 24832 members 
Entering Unmasked Estep 
Score: -6589115.000000 Penalty: 5426.421875
	Iteration 3Q: 3 clusters Score -6589115 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33261 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -6589913.500000 Penalty: 5426.421875
	Iteration 4Q: 3 clusters Score -6589914 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -6591076.000000 Penalty: 5426.421875
	Iteration 5Q: 3 clusters Score -6591076 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -6593054.000000 Penalty: 5426.421875
	Iteration 6F: 3 clusters Score -6593054 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43126 members 
Mstep: Class 2 contains 13282 members 
Entering Unmasked Estep 
Score: -6596227.500000 Penalty: 5426.421875
	Iteration 7F: 3 clusters Score -6596228 nChanged 4706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47820 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -6600304.500000 Penalty: 5426.421875
	Iteration 8F: 3 clusters Score -6600304 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51824 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -6604105.000000 Penalty: 5426.421875
	Iteration 9F: 3 clusters Score -6604105 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6606664.500000 Penalty: 5426.421875
	Iteration 10Q: 3 clusters Score -6606664 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -6607971.500000 Penalty: 5426.421875
	Iteration 11Q: 3 clusters Score -6607972 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56049 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -6608396.500000 Penalty: 5426.421875
	Iteration 12Q: 3 clusters Score -6608396 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56144 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6608523.500000 Penalty: 5426.421875
	Iteration 13Q: 3 clusters Score -6608524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56176 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -6608585.500000 Penalty: 5426.421875
	Iteration 14Q: 3 clusters Score -6608586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -6608601.500000 Penalty: 5426.421875
	Iteration 15Q: 3 clusters Score -6608602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6608620.000000 Penalty: 5426.421875
	Iteration 16Q: 3 clusters Score -6608620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56202 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6608632.000000 Penalty: 5426.421875
	Iteration 17Q: 3 clusters Score -6608632 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56207 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -6608642.500000 Penalty: 5426.421875
	Iteration 18Q: 3 clusters Score -6608642 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56212 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -6608651.500000 Penalty: 5426.421875
	Iteration 19Q: 3 clusters Score -6608652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -6608651.000000 Penalty: 5426.421875
	Iteration 20F: 3 clusters Score -6608651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56215 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -6608660.000000 Penalty: 5426.421875
	Iteration 21Q: 3 clusters Score -6608660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56217 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -6608667.000000 Penalty: 5426.421875
	Iteration 22Q: 3 clusters Score -6608667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6608676.000000 Penalty: 5426.421875
	Iteration 23Q: 3 clusters Score -6608676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56219 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -6608682.000000 Penalty: 5426.421875
	Iteration 24Q: 3 clusters Score -6608682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -6608692.000000 Penalty: 5426.421875
	Iteration 25Q: 3 clusters Score -6608692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6608695.000000 Penalty: 5426.421875
	Iteration 26Q: 3 clusters Score -6608695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56222 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -6608695.000000 Penalty: 5426.421875
	Iteration 27F: 3 clusters Score -6608695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (9345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Entering Unmasked Estep 
Score: -1130297.125000 Penalty: 2267.364014
	Iteration 0F: 2 clusters Score -1130297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1122955.125000 Penalty: 4534.728027
	Iteration 0F: 3 clusters Score -1122955 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1125043.375000 Penalty: 4534.728027
	Iteration 1F: 3 clusters Score -1125043 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1125468.875000 Penalty: 4534.728027
	Iteration 2F: 3 clusters Score -1125469 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1125872.000000 Penalty: 4534.728027
	Iteration 3F: 3 clusters Score -1125872 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1126323.500000 Penalty: 4534.728027
	Iteration 4F: 3 clusters Score -1126324 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1126798.500000 Penalty: 4534.728027
	Iteration 5F: 3 clusters Score -1126798 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1127240.375000 Penalty: 4534.728027
	Iteration 6F: 3 clusters Score -1127240 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1127707.125000 Penalty: 4534.728027
	Iteration 7F: 3 clusters Score -1127707 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1128155.125000 Penalty: 4534.728027
	Iteration 8F: 3 clusters Score -1128155 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -1128492.125000 Penalty: 4534.728027
	Iteration 9Q: 3 clusters Score -1128492 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1128707.125000 Penalty: 4534.728027
	Iteration 10Q: 3 clusters Score -1128707 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1128821.250000 Penalty: 4534.728027
	Iteration 11Q: 3 clusters Score -1128821 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1128878.875000 Penalty: 4534.728027
	Iteration 12Q: 3 clusters Score -1128879 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1128924.625000 Penalty: 4534.728027
	Iteration 13Q: 3 clusters Score -1128925 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1128950.250000 Penalty: 4534.728027
	Iteration 14Q: 3 clusters Score -1128950 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1128962.375000 Penalty: 4534.728027
	Iteration 15Q: 3 clusters Score -1128962 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1128968.500000 Penalty: 4534.728027
	Iteration 16Q: 3 clusters Score -1128968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1128973.875000 Penalty: 4534.728027
	Iteration 17Q: 3 clusters Score -1128974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1128982.000000 Penalty: 4534.728027
	Iteration 18Q: 3 clusters Score -1128982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1128984.875000 Penalty: 4534.728027
	Iteration 19Q: 3 clusters Score -1128985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1128985.625000 Penalty: 4534.728027
	Iteration 20F: 3 clusters Score -1128986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1128986.250000 Penalty: 4534.728027
	Iteration 21Q: 3 clusters Score -1128986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1128986.250000 Penalty: 4534.728027
	Iteration 22Q: 3 clusters Score -1128986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1128985.375000 Penalty: 4534.728027
	Iteration 23Q: 3 clusters Score -1128985 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1128984.125000 Penalty: 4534.728027
	Iteration 24Q: 3 clusters Score -1128984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1128985.125000 Penalty: 4534.728027
	Iteration 25Q: 3 clusters Score -1128985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1128985.125000 Penalty: 4534.728027
	Iteration 26F: 3 clusters Score -1128985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 205406 members 
Mstep: Class 3 contains 226069 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 132432 members 
Mstep: Class 14 contains 26981 members 
Mstep: Class 20 contains 56408 members 
Mstep: Class 22 contains 9345 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 79Q: 11 clusters Score -8.11042e+07 nChanged 7015
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 207145 members 
Mstep: Class 3 contains 222211 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 134691 members 
Mstep: Class 14 contains 26882 members 
Mstep: Class 20 contains 56283 members 
Mstep: Class 22 contains 9419 members 
Entering Unmasked Estep 
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Iteration 80F: 11 clusters Score -8.110433e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 208991 members 
Mstep: Class 3 contains 218193 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 137008 members 
Mstep: Class 14 contains 26775 members 
Mstep: Class 20 contains 56137 members 
Mstep: Class 22 contains 9514 members 
Entering Unmasked Estep 
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Iteration 81Q: 11 clusters Score -8.110394e+07 nChanged 7476
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 210696 members 
Mstep: Class 3 contains 214140 members 
Mstep: Class 4 contains 2734 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 139516 members 
Mstep: Class 14 contains 26677 members 
Mstep: Class 20 contains 55982 members 
Mstep: Class 22 contains 9605 members 
Entering Unmasked Estep 
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Iteration 82Q: 11 clusters Score -8.110434e+07 nChanged 7409
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 212149 members 
Mstep: Class 3 contains 210210 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 142133 members 
Mstep: Class 14 contains 26591 members 
Mstep: Class 20 contains 55845 members 
Mstep: Class 22 contains 9678 members 
Entering Unmasked Estep 
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Iteration 83Q: 11 clusters Score -8.11043e+07 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 213203 members 
Mstep: Class 3 contains 206398 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 144976 members 
Mstep: Class 14 contains 26544 members 
Mstep: Class 20 contains 55740 members 
Mstep: Class 22 contains 9747 members 
Entering Unmasked Estep 
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Iteration 84Q: 11 clusters Score -8.110447e+07 nChanged 7625
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 214095 members 
Mstep: Class 3 contains 202622 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 147912 members 
Mstep: Class 14 contains 26492 members 
Mstep: Class 20 contains 55630 members 
Mstep: Class 22 contains 9847 members 
Entering Unmasked Estep 
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Iteration 85Q: 11 clusters Score -8.110453e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 214621 members 
Mstep: Class 3 contains 198989 members 
Mstep: Class 4 contains 2735 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 151023 members 
Mstep: Class 14 contains 26437 members 
Mstep: Class 20 contains 55516 members 
Mstep: Class 22 contains 9991 members 
Entering Unmasked Estep 
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Iteration 86Q: 11 clusters Score -8.110486e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 214699 members 
Mstep: Class 3 contains 195468 members 
Mstep: Class 4 contains 2733 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4079 members 
Mstep: Class 8 contains 154374 members 
Mstep: Class 14 contains 26406 members 
Mstep: Class 20 contains 55420 members 
Mstep: Class 22 contains 10204 members 
Entering Unmasked Estep 
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Iteration 87Q: 11 clusters Score -8.11051e+07 nChanged 8066
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 214546 members 
Mstep: Class 3 contains 192037 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 157726 members 
Mstep: Class 14 contains 26416 members 
Mstep: Class 20 contains 55338 members 
Mstep: Class 22 contains 10493 members 
Entering Unmasked Estep 
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Iteration 88Q: 11 clusters Score -8.110498e+07 nChanged 7822
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 214137 members 
Mstep: Class 3 contains 188892 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 346 members 
Mstep: Class 7 contains 4077 members 
Mstep: Class 8 contains 161006 members 
Mstep: Class 14 contains 26403 members 
Mstep: Class 20 contains 55264 members 
Mstep: Class 22 contains 10837 members 
Entering Unmasked Estep 
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Iteration 89Q: 11 clusters Score -8.110467e+07 nChanged 7561
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 213607 members 
Mstep: Class 3 contains 185998 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 8 contains 164082 members 
Mstep: Class 14 contains 26400 members 
Mstep: Class 20 contains 55179 members 
Mstep: Class 22 contains 11248 members 
Entering Unmasked Estep 
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Iteration 90Q: 11 clusters Score -8.110483e+07 nChanged 7373
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 212917 members 
Mstep: Class 3 contains 183320 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 8 contains 167063 members 
Mstep: Class 14 contains 26412 members 
Mstep: Class 20 contains 55108 members 
Mstep: Class 22 contains 11679 members 
Entering Unmasked Estep 
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Iteration 91Q: 11 clusters Score -8.110538e+07 nChanged 6699
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 212278 members 
Mstep: Class 3 contains 180970 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 8 contains 169691 members 
Mstep: Class 14 contains 26411 members 
Mstep: Class 20 contains 55029 members 
Mstep: Class 22 contains 12107 members 
Entering Unmasked Estep 
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Iteration 92Q: 11 clusters Score -8.110552e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 211599 members 
Mstep: Class 3 contains 178914 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 8 contains 172028 members 
Mstep: Class 14 contains 26430 members 
Mstep: Class 20 contains 54975 members 
Mstep: Class 22 contains 12540 members 
Entering Unmasked Estep 
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Iteration 93Q: 11 clusters Score -8.110565e+07 nChanged 5527
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 211070 members 
Mstep: Class 3 contains 177144 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 347 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 8 contains 173928 members 
Mstep: Class 14 contains 26457 members 
Mstep: Class 20 contains 54930 members 
Mstep: Class 22 contains 12953 members 
Entering Unmasked Estep 
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Iteration 94Q: 11 clusters Score -8.11061e+07 nChanged 4959
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 210532 members 
Mstep: Class 3 contains 175743 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 175477 members 
Mstep: Class 14 contains 26484 members 
Mstep: Class 20 contains 54880 members 
Mstep: Class 22 contains 13364 members 
Entering Unmasked Estep 
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Iteration 95Q: 11 clusters Score -8.110619e+07 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 210017 members 
Mstep: Class 3 contains 174561 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4074 members 
Mstep: Class 8 contains 176839 members 
Mstep: Class 14 contains 26490 members 
Mstep: Class 20 contains 54819 members 
Mstep: Class 22 contains 13751 members 
Entering Unmasked Estep 
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Iteration 96Q: 11 clusters Score -8.110626e+07 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 209484 members 
Mstep: Class 3 contains 173691 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4073 members 
Mstep: Class 8 contains 177901 members 
Mstep: Class 14 contains 26522 members 
Mstep: Class 20 contains 54774 members 
Mstep: Class 22 contains 14105 members 
Entering Unmasked Estep 
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Iteration 97Q: 11 clusters Score -8.110602e+07 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 209076 members 
Mstep: Class 3 contains 173007 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4072 members 
Mstep: Class 8 contains 178687 members 
Mstep: Class 14 contains 26540 members 
Mstep: Class 20 contains 54739 members 
Mstep: Class 22 contains 14444 members 
Entering Unmasked Estep 
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Iteration 98Q: 11 clusters Score -8.110612e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 208722 members 
Mstep: Class 3 contains 172595 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4071 members 
Mstep: Class 8 contains 179185 members 
Mstep: Class 14 contains 26548 members 
Mstep: Class 20 contains 54719 members 
Mstep: Class 22 contains 14735 members 
Entering Unmasked Estep 
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Iteration 99Q: 11 clusters Score -8.110593e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 208458 members 
Mstep: Class 3 contains 172394 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 179406 members 
Mstep: Class 14 contains 26562 members 
Mstep: Class 20 contains 54710 members 
Mstep: Class 22 contains 15009 members 
Entering Unmasked Estep 
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Iteration 100F: 11 clusters Score -8.110596e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 208239 members 
Mstep: Class 3 contains 172332 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 179457 members 
Mstep: Class 14 contains 26581 members 
Mstep: Class 20 contains 54697 members 
Mstep: Class 22 contains 15241 members 
Entering Unmasked Estep 
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Iteration 101Q: 11 clusters Score -8.110606e+07 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 208010 members 
Mstep: Class 3 contains 172459 members 
Mstep: Class 4 contains 2743 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 179371 members 
Mstep: Class 14 contains 26587 members 
Mstep: Class 20 contains 54679 members 
Mstep: Class 22 contains 15441 members 
Entering Unmasked Estep 
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Iteration 102Q: 11 clusters Score -8.110594e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 207841 members 
Mstep: Class 3 contains 172725 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 179134 members 
Mstep: Class 14 contains 26597 members 
Mstep: Class 20 contains 54647 members 
Mstep: Class 22 contains 15607 members 
Entering Unmasked Estep 
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Iteration 103Q: 11 clusters Score -8.110628e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 207725 members 
Mstep: Class 3 contains 173125 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 178711 members 
Mstep: Class 14 contains 26608 members 
Mstep: Class 20 contains 54638 members 
Mstep: Class 22 contains 15757 members 
Entering Unmasked Estep 
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Iteration 104Q: 11 clusters Score -8.110646e+07 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 207682 members 
Mstep: Class 3 contains 173648 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 178153 members 
Mstep: Class 14 contains 26592 members 
Mstep: Class 20 contains 54623 members 
Mstep: Class 22 contains 15862 members 
Entering Unmasked Estep 
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Iteration 105Q: 11 clusters Score -8.110662e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20674 members 
Mstep: Class 2 contains 207672 members 
Mstep: Class 3 contains 174280 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 177433 members 
Mstep: Class 14 contains 26596 members 
Mstep: Class 20 contains 54635 members 
Mstep: Class 22 contains 15948 members 
Entering Unmasked Estep 
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Iteration 106Q: 11 clusters Score -8.110682e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20659 members 
Mstep: Class 2 contains 207664 members 
Mstep: Class 3 contains 175045 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 176576 members 
Mstep: Class 14 contains 26606 members 
Mstep: Class 20 contains 54649 members 
Mstep: Class 22 contains 16040 members 
Entering Unmasked Estep 
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Iteration 107Q: 11 clusters Score -8.110695e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20655 members 
Mstep: Class 2 contains 207587 members 
Mstep: Class 3 contains 175944 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 175658 members 
Mstep: Class 14 contains 26620 members 
Mstep: Class 20 contains 54656 members 
Mstep: Class 22 contains 16118 members 
Entering Unmasked Estep 
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Iteration 108Q: 11 clusters Score -8.110727e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 207473 members 
Mstep: Class 3 contains 176923 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 174714 members 
Mstep: Class 14 contains 26644 members 
Mstep: Class 20 contains 54663 members 
Mstep: Class 22 contains 16175 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107328.000000 Penalty: 33322.019531
Iteration 109Q: 11 clusters Score -8.110733e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 207398 members 
Mstep: Class 3 contains 177971 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 173687 members 
Mstep: Class 14 contains 26668 members 
Mstep: Class 20 contains 54660 members 
Mstep: Class 22 contains 16219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107816.000000 Penalty: 33322.019531
Iteration 110Q: 11 clusters Score -8.110782e+07 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 207283 members 
Mstep: Class 3 contains 179129 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 172620 members 
Mstep: Class 14 contains 26687 members 
Mstep: Class 20 contains 54665 members 
Mstep: Class 22 contains 16231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107784.000000 Penalty: 33322.019531
Iteration 111Q: 11 clusters Score -8.110778e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 207174 members 
Mstep: Class 3 contains 180371 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 171477 members 
Mstep: Class 14 contains 26705 members 
Mstep: Class 20 contains 54659 members 
Mstep: Class 22 contains 16239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107888.000000 Penalty: 33322.019531
Iteration 112Q: 11 clusters Score -8.110789e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 207068 members 
Mstep: Class 3 contains 181649 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 170293 members 
Mstep: Class 14 contains 26732 members 
Mstep: Class 20 contains 54653 members 
Mstep: Class 22 contains 16232 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81107776.000000 Penalty: 33322.019531
Iteration 113Q: 11 clusters Score -8.110778e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 206991 members 
Mstep: Class 3 contains 182935 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 169108 members 
Mstep: Class 14 contains 26748 members 
Mstep: Class 20 contains 54645 members 
Mstep: Class 22 contains 16217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81108032.000000 Penalty: 33322.019531
Iteration 114Q: 11 clusters Score -8.110803e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20599 members 
Mstep: Class 2 contains 206822 members 
Mstep: Class 3 contains 184296 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 167928 members 
Mstep: Class 14 contains 26749 members 
Mstep: Class 20 contains 54629 members 
Mstep: Class 22 contains 16219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81108368.000000 Penalty: 33322.019531
Iteration 115Q: 11 clusters Score -8.110837e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 206537 members 
Mstep: Class 3 contains 185706 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 166786 members 
Mstep: Class 14 contains 26762 members 
Mstep: Class 20 contains 54624 members 
Mstep: Class 22 contains 16228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81108520.000000 Penalty: 33322.019531
Iteration 116Q: 11 clusters Score -8.110852e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 206241 members 
Mstep: Class 3 contains 187128 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 165648 members 
Mstep: Class 14 contains 26780 members 
Mstep: Class 20 contains 54611 members 
Mstep: Class 22 contains 16234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81108664.000000 Penalty: 33322.019531
Iteration 117Q: 11 clusters Score -8.110866e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 205991 members 
Mstep: Class 3 contains 188530 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 164468 members 
Mstep: Class 14 contains 26788 members 
Mstep: Class 20 contains 54615 members 
Mstep: Class 22 contains 16253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81108992.000000 Penalty: 33322.019531
Iteration 118Q: 11 clusters Score -8.110899e+07 nChanged 2949
Entering ConstructFrom: 
Score: -81108992.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20588 members 
Entering Unmasked Estep 
Score: -2475512.500000 Penalty: 2463.250977
	Iteration 0F: 2 clusters Score -2475512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2460989.250000 Penalty: 4926.501953
	Iteration 0F: 3 clusters Score -2460989 nChanged 9082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2465864.750000 Penalty: 4926.501953
	Iteration 1F: 3 clusters Score -2465865 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2466303.750000 Penalty: 4926.501953
	Iteration 2F: 3 clusters Score -2466304 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2466793.250000 Penalty: 4926.501953
	Iteration 3Q: 3 clusters Score -2466793 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2467301.250000 Penalty: 4926.501953
	Iteration 4Q: 3 clusters Score -2467301 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2467808.250000 Penalty: 4926.501953
	Iteration 5Q: 3 clusters Score -2467808 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -2468295.500000 Penalty: 4926.501953
	Iteration 6Q: 3 clusters Score -2468296 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -2468831.000000 Penalty: 4926.501953
	Iteration 7Q: 3 clusters Score -2468831 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -2469465.000000 Penalty: 4926.501953
	Iteration 8F: 3 clusters Score -2469465 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12377 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2470171.250000 Penalty: 4926.501953
	Iteration 9F: 3 clusters Score -2470171 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -2470960.750000 Penalty: 4926.501953
	Iteration 10F: 3 clusters Score -2470961 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -2471744.250000 Penalty: 4926.501953
	Iteration 11F: 3 clusters Score -2471744 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -2472304.750000 Penalty: 4926.501953
	Iteration 12Q: 3 clusters Score -2472305 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -2472616.500000 Penalty: 4926.501953
	Iteration 13Q: 3 clusters Score -2472616 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2472803.750000 Penalty: 4926.501953
	Iteration 14Q: 3 clusters Score -2472804 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -2472955.500000 Penalty: 4926.501953
	Iteration 15Q: 3 clusters Score -2472956 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15356 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -2473097.000000 Penalty: 4926.501953
	Iteration 16Q: 3 clusters Score -2473097 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -2473208.250000 Penalty: 4926.501953
	Iteration 17Q: 3 clusters Score -2473208 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2473307.500000 Penalty: 4926.501953
	Iteration 18Q: 3 clusters Score -2473308 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -2473404.000000 Penalty: 4926.501953
	Iteration 19Q: 3 clusters Score -2473404 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -2473492.250000 Penalty: 4926.501953
	Iteration 20F: 3 clusters Score -2473492 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -2473586.000000 Penalty: 4926.501953
	Iteration 21Q: 3 clusters Score -2473586 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2473710.750000 Penalty: 4926.501953
	Iteration 22Q: 3 clusters Score -2473711 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -2473817.750000 Penalty: 4926.501953
	Iteration 23Q: 3 clusters Score -2473818 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -2473919.500000 Penalty: 4926.501953
	Iteration 24Q: 3 clusters Score -2473920 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2474011.500000 Penalty: 4926.501953
	Iteration 25Q: 3 clusters Score -2474012 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2474107.250000 Penalty: 4926.501953
	Iteration 26Q: 3 clusters Score -2474107 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2474203.500000 Penalty: 4926.501953
	Iteration 27Q: 3 clusters Score -2474204 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2474287.500000 Penalty: 4926.501953
	Iteration 28Q: 3 clusters Score -2474288 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18386 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2474358.500000 Penalty: 4926.501953
	Iteration 29Q: 3 clusters Score -2474358 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -2474415.250000 Penalty: 4926.501953
	Iteration 30Q: 3 clusters Score -2474415 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2474469.000000 Penalty: 4926.501953
	Iteration 31Q: 3 clusters Score -2474469 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -2474521.750000 Penalty: 4926.501953
	Iteration 32Q: 3 clusters Score -2474522 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2474573.500000 Penalty: 4926.501953
	Iteration 33Q: 3 clusters Score -2474574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18969 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2474601.750000 Penalty: 4926.501953
	Iteration 34Q: 3 clusters Score -2474602 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2474658.500000 Penalty: 4926.501953
	Iteration 35Q: 3 clusters Score -2474658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2474696.500000 Penalty: 4926.501953
	Iteration 36Q: 3 clusters Score -2474696 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2474718.750000 Penalty: 4926.501953
	Iteration 37Q: 3 clusters Score -2474719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2474740.250000 Penalty: 4926.501953
	Iteration 38Q: 3 clusters Score -2474740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2474751.750000 Penalty: 4926.501953
	Iteration 39Q: 3 clusters Score -2474752 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2474762.000000 Penalty: 4926.501953
	Iteration 40F: 3 clusters Score -2474762 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2474763.250000 Penalty: 4926.501953
	Iteration 41Q: 3 clusters Score -2474763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2474770.500000 Penalty: 4926.501953
	Iteration 42Q: 3 clusters Score -2474770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -2474776.000000 Penalty: 4926.501953
	Iteration 43Q: 3 clusters Score -2474776 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2474781.250000 Penalty: 4926.501953
	Iteration 44Q: 3 clusters Score -2474781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2474785.000000 Penalty: 4926.501953
	Iteration 45Q: 3 clusters Score -2474785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19341 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2474795.500000 Penalty: 4926.501953
	Iteration 46Q: 3 clusters Score -2474796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2474795.000000 Penalty: 4926.501953
	Iteration 47Q: 3 clusters Score -2474795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2474796.750000 Penalty: 4926.501953
	Iteration 48Q: 3 clusters Score -2474797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2474795.250000 Penalty: 4926.501953
	Iteration 49Q: 3 clusters Score -2474795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2474798.750000 Penalty: 4926.501953
	Iteration 50Q: 3 clusters Score -2474799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2474796.500000 Penalty: 4926.501953
	Iteration 51Q: 3 clusters Score -2474796 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2474796.500000 Penalty: 4926.501953
	Iteration 52F: 3 clusters Score -2474796 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (205655 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205655 members 
Entering Unmasked Estep 
Score: -24788474.000000 Penalty: 3034.020996
	Iteration 0F: 2 clusters Score -2.478847e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102809 members 
Mstep: Class 2 contains 102846 members 
Entering Unmasked Estep 
Score: -24656696.000000 Penalty: 6068.041992
	Iteration 0F: 3 clusters Score -2.46567e+07 nChanged 98932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102549 members 
Mstep: Class 2 contains 103106 members 
Entering Unmasked Estep 
Score: -24713842.000000 Penalty: 6068.041992
	Iteration 1F: 3 clusters Score -2.471384e+07 nChanged 5343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102472 members 
Mstep: Class 2 contains 103183 members 
Entering Unmasked Estep 
Score: -24714940.000000 Penalty: 6068.041992
	Iteration 2Q: 3 clusters Score -2.471494e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102384 members 
Mstep: Class 2 contains 103271 members 
Entering Unmasked Estep 
Score: -24715780.000000 Penalty: 6068.041992
	Iteration 3Q: 3 clusters Score -2.471578e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 103362 members 
Entering Unmasked Estep 
Score: -24716824.000000 Penalty: 6068.041992
	Iteration 4Q: 3 clusters Score -2.471682e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102129 members 
Mstep: Class 2 contains 103526 members 
Entering Unmasked Estep 
Score: -24718188.000000 Penalty: 6068.041992
	Iteration 5Q: 3 clusters Score -2.471819e+07 nChanged 6280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 103544 members 
Entering Unmasked Estep 
Score: -24719872.000000 Penalty: 6068.041992
	Iteration 6Q: 3 clusters Score -2.471987e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101957 members 
Mstep: Class 2 contains 103698 members 
Entering Unmasked Estep 
Score: -24722170.000000 Penalty: 6068.041992
	Iteration 7Q: 3 clusters Score -2.472217e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101773 members 
Mstep: Class 2 contains 103882 members 
Entering Unmasked Estep 
Score: -24725436.000000 Penalty: 6068.041992
	Iteration 8Q: 3 clusters Score -2.472544e+07 nChanged 9492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101581 members 
Mstep: Class 2 contains 104074 members 
Entering Unmasked Estep 
Score: -24730408.000000 Penalty: 6068.041992
	Iteration 9Q: 3 clusters Score -2.473041e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101296 members 
Mstep: Class 2 contains 104359 members 
Entering Unmasked Estep 
Score: -24738208.000000 Penalty: 6068.041992
	Iteration 10F: 3 clusters Score -2.473821e+07 nChanged 12749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101099 members 
Mstep: Class 2 contains 104556 members 
Entering Unmasked Estep 
Score: -24746988.000000 Penalty: 6068.041992
	Iteration 11F: 3 clusters Score -2.474699e+07 nChanged 11262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 104746 members 
Entering Unmasked Estep 
Score: -24752868.000000 Penalty: 6068.041992
	Iteration 12F: 3 clusters Score -2.475287e+07 nChanged 7554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100811 members 
Mstep: Class 2 contains 104844 members 
Entering Unmasked Estep 
Score: -24755000.000000 Penalty: 6068.041992
	Iteration 13Q: 3 clusters Score -2.4755e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100708 members 
Mstep: Class 2 contains 104947 members 
Entering Unmasked Estep 
Score: -24755328.000000 Penalty: 6068.041992
	Iteration 14Q: 3 clusters Score -2.475533e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100613 members 
Mstep: Class 2 contains 105042 members 
Entering Unmasked Estep 
Score: -24755486.000000 Penalty: 6068.041992
	Iteration 15Q: 3 clusters Score -2.475549e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100524 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -24755572.000000 Penalty: 6068.041992
	Iteration 16Q: 3 clusters Score -2.475557e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100420 members 
Mstep: Class 2 contains 105235 members 
Entering Unmasked Estep 
Score: -24755664.000000 Penalty: 6068.041992
	Iteration 17Q: 3 clusters Score -2.475566e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 105375 members 
Entering Unmasked Estep 
Score: -24755698.000000 Penalty: 6068.041992
	Iteration 18Q: 3 clusters Score -2.47557e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100115 members 
Mstep: Class 2 contains 105540 members 
Entering Unmasked Estep 
Score: -24755760.000000 Penalty: 6068.041992
	Iteration 19Q: 3 clusters Score -2.475576e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99965 members 
Mstep: Class 2 contains 105690 members 
Entering Unmasked Estep 
Score: -24755804.000000 Penalty: 6068.041992
	Iteration 20F: 3 clusters Score -2.47558e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99722 members 
Mstep: Class 2 contains 105933 members 
Entering Unmasked Estep 
Score: -24755812.000000 Penalty: 6068.041992
	Iteration 21Q: 3 clusters Score -2.475581e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99467 members 
Mstep: Class 2 contains 106188 members 
Entering Unmasked Estep 
Score: -24755894.000000 Penalty: 6068.041992
	Iteration 22Q: 3 clusters Score -2.475589e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99246 members 
Mstep: Class 2 contains 106409 members 
Entering Unmasked Estep 
Score: -24756022.000000 Penalty: 6068.041992
	Iteration 23Q: 3 clusters Score -2.475602e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98991 members 
Mstep: Class 2 contains 106664 members 
Entering Unmasked Estep 
Score: -24756074.000000 Penalty: 6068.041992
	Iteration 24Q: 3 clusters Score -2.475607e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98715 members 
Mstep: Class 2 contains 106940 members 
Entering Unmasked Estep 
Score: -24756098.000000 Penalty: 6068.041992
	Iteration 25Q: 3 clusters Score -2.47561e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98393 members 
Mstep: Class 2 contains 107262 members 
Entering Unmasked Estep 
Score: -24756210.000000 Penalty: 6068.041992
	Iteration 26Q: 3 clusters Score -2.475621e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98059 members 
Mstep: Class 2 contains 107596 members 
Entering Unmasked Estep 
Score: -24756206.000000 Penalty: 6068.041992
	Iteration 27Q: 3 clusters Score -2.475621e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97749 members 
Mstep: Class 2 contains 107906 members 
Entering Unmasked Estep 
Score: -24756258.000000 Penalty: 6068.041992
	Iteration 28Q: 3 clusters Score -2.475626e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97381 members 
Mstep: Class 2 contains 108274 members 
Entering Unmasked Estep 
Score: -24756414.000000 Penalty: 6068.041992
	Iteration 29Q: 3 clusters Score -2.475641e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96947 members 
Mstep: Class 2 contains 108708 members 
Entering Unmasked Estep 
Score: -24756492.000000 Penalty: 6068.041992
	Iteration 30Q: 3 clusters Score -2.475649e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96485 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -24756554.000000 Penalty: 6068.041992
	Iteration 31Q: 3 clusters Score -2.475655e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 109721 members 
Entering Unmasked Estep 
Score: -24756692.000000 Penalty: 6068.041992
	Iteration 32Q: 3 clusters Score -2.475669e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95326 members 
Mstep: Class 2 contains 110329 members 
Entering Unmasked Estep 
Score: -24756758.000000 Penalty: 6068.041992
	Iteration 33Q: 3 clusters Score -2.475676e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94674 members 
Mstep: Class 2 contains 110981 members 
Entering Unmasked Estep 
Score: -24756744.000000 Penalty: 6068.041992
	Iteration 34Q: 3 clusters Score -2.475674e+07 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93988 members 
Mstep: Class 2 contains 111667 members 
Entering Unmasked Estep 
Score: -24756888.000000 Penalty: 6068.041992
	Iteration 35Q: 3 clusters Score -2.475689e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93268 members 
Mstep: Class 2 contains 112387 members 
Entering Unmasked Estep 
Score: -24757040.000000 Penalty: 6068.041992
	Iteration 36Q: 3 clusters Score -2.475704e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92461 members 
Mstep: Class 2 contains 113194 members 
Entering Unmasked Estep 
Score: -24757118.000000 Penalty: 6068.041992
	Iteration 37Q: 3 clusters Score -2.475712e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91560 members 
Mstep: Class 2 contains 114095 members 
Entering Unmasked Estep 
Score: -24757332.000000 Penalty: 6068.041992
	Iteration 38Q: 3 clusters Score -2.475733e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90565 members 
Mstep: Class 2 contains 115090 members 
Entering Unmasked Estep 
Score: -24757506.000000 Penalty: 6068.041992
	Iteration 39Q: 3 clusters Score -2.475751e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89531 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -24757690.000000 Penalty: 6068.041992
	Iteration 40F: 3 clusters Score -2.475769e+07 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88358 members 
Mstep: Class 2 contains 117297 members 
Entering Unmasked Estep 
Score: -24757850.000000 Penalty: 6068.041992
	Iteration 41Q: 3 clusters Score -2.475785e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87123 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -24758012.000000 Penalty: 6068.041992
	Iteration 42Q: 3 clusters Score -2.475801e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85786 members 
Mstep: Class 2 contains 119869 members 
Entering Unmasked Estep 
Score: -24758192.000000 Penalty: 6068.041992
	Iteration 43Q: 3 clusters Score -2.475819e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84328 members 
Mstep: Class 2 contains 121327 members 
Entering Unmasked Estep 
Score: -24758438.000000 Penalty: 6068.041992
	Iteration 44Q: 3 clusters Score -2.475844e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 122891 members 
Entering Unmasked Estep 
Score: -24758604.000000 Penalty: 6068.041992
	Iteration 45Q: 3 clusters Score -2.47586e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81143 members 
Mstep: Class 2 contains 124512 members 
Entering Unmasked Estep 
Score: -24758880.000000 Penalty: 6068.041992
	Iteration 46Q: 3 clusters Score -2.475888e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79446 members 
Mstep: Class 2 contains 126209 members 
Entering Unmasked Estep 
Score: -24759066.000000 Penalty: 6068.041992
	Iteration 47Q: 3 clusters Score -2.475907e+07 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77643 members 
Mstep: Class 2 contains 128012 members 
Entering Unmasked Estep 
Score: -24759274.000000 Penalty: 6068.041992
	Iteration 48Q: 3 clusters Score -2.475927e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75754 members 
Mstep: Class 2 contains 129901 members 
Entering Unmasked Estep 
Score: -24759600.000000 Penalty: 6068.041992
	Iteration 49Q: 3 clusters Score -2.47596e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73628 members 
Mstep: Class 2 contains 132027 members 
Entering Unmasked Estep 
Score: -24759898.000000 Penalty: 6068.041992
	Iteration 50Q: 3 clusters Score -2.47599e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71267 members 
Mstep: Class 2 contains 134388 members 
Entering Unmasked Estep 
Score: -24760340.000000 Penalty: 6068.041992
	Iteration 51Q: 3 clusters Score -2.476034e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68820 members 
Mstep: Class 2 contains 136835 members 
Entering Unmasked Estep 
Score: -24760910.000000 Penalty: 6068.041992
	Iteration 52Q: 3 clusters Score -2.476091e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66222 members 
Mstep: Class 2 contains 139433 members 
Entering Unmasked Estep 
Score: -24761362.000000 Penalty: 6068.041992
	Iteration 53Q: 3 clusters Score -2.476136e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63452 members 
Mstep: Class 2 contains 142203 members 
Entering Unmasked Estep 
Score: -24761994.000000 Penalty: 6068.041992
	Iteration 54Q: 3 clusters Score -2.476199e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60413 members 
Mstep: Class 2 contains 145242 members 
Entering Unmasked Estep 
Score: -24762728.000000 Penalty: 6068.041992
	Iteration 55Q: 3 clusters Score -2.476273e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57082 members 
Mstep: Class 2 contains 148573 members 
Entering Unmasked Estep 
Score: -24763614.000000 Penalty: 6068.041992
	Iteration 56Q: 3 clusters Score -2.476361e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 152210 members 
Entering Unmasked Estep 
Score: -24764538.000000 Penalty: 6068.041992
	Iteration 57Q: 3 clusters Score -2.476454e+07 nChanged 3942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49507 members 
Mstep: Class 2 contains 156148 members 
Entering Unmasked Estep 
Score: -24765576.000000 Penalty: 6068.041992
	Iteration 58Q: 3 clusters Score -2.476558e+07 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 160223 members 
Entering Unmasked Estep 
Score: -24766684.000000 Penalty: 6068.041992
	Iteration 59Q: 3 clusters Score -2.476668e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41174 members 
Mstep: Class 2 contains 164481 members 
Entering Unmasked Estep 
Score: -24768146.000000 Penalty: 6068.041992
	Iteration 60F: 3 clusters Score -2.476815e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36955 members 
Mstep: Class 2 contains 168700 members 
Entering Unmasked Estep 
Score: -24769654.000000 Penalty: 6068.041992
	Iteration 61Q: 3 clusters Score -2.476965e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 172955 members 
Entering Unmasked Estep 
Score: -24771198.000000 Penalty: 6068.041992
	Iteration 62Q: 3 clusters Score -2.47712e+07 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 177207 members 
Entering Unmasked Estep 
Score: -24772922.000000 Penalty: 6068.041992
	Iteration 63Q: 3 clusters Score -2.477292e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 181168 members 
Entering Unmasked Estep 
Score: -24774590.000000 Penalty: 6068.041992
	Iteration 64Q: 3 clusters Score -2.477459e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 184881 members 
Entering Unmasked Estep 
Score: -24776308.000000 Penalty: 6068.041992
	Iteration 65Q: 3 clusters Score -2.477631e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 188328 members 
Entering Unmasked Estep 
Score: -24778038.000000 Penalty: 6068.041992
	Iteration 66Q: 3 clusters Score -2.477804e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 191468 members 
Entering Unmasked Estep 
Score: -24779464.000000 Penalty: 6068.041992
	Iteration 67Q: 3 clusters Score -2.477946e+07 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 194227 members 
Entering Unmasked Estep 
Score: -24780618.000000 Penalty: 6068.041992
	Iteration 68Q: 3 clusters Score -2.478062e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 196609 members 
Entering Unmasked Estep 
Score: -24781770.000000 Penalty: 6068.041992
	Iteration 69Q: 3 clusters Score -2.478177e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 198604 members 
Entering Unmasked Estep 
Score: -24782714.000000 Penalty: 6068.041992
	Iteration 70Q: 3 clusters Score -2.478271e+07 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 200283 members 
Entering Unmasked Estep 
Score: -24783600.000000 Penalty: 6068.041992
	Iteration 71Q: 3 clusters Score -2.47836e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 201541 members 
Entering Unmasked Estep 
Score: -24784192.000000 Penalty: 6068.041992
	Iteration 72Q: 3 clusters Score -2.478419e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 202516 members 
Entering Unmasked Estep 
Score: -24784694.000000 Penalty: 6068.041992
	Iteration 73Q: 3 clusters Score -2.478469e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 203227 members 
Entering Unmasked Estep 
Score: -24785006.000000 Penalty: 6068.041992
	Iteration 74Q: 3 clusters Score -2.478501e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 203706 members 
Entering Unmasked Estep 
Score: -24785262.000000 Penalty: 6068.041992
	Iteration 75Q: 3 clusters Score -2.478526e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 204069 members 
Entering Unmasked Estep 
Score: -24785412.000000 Penalty: 6068.041992
	Iteration 76Q: 3 clusters Score -2.478541e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 204308 members 
Entering Unmasked Estep 
Score: -24785530.000000 Penalty: 6068.041992
	Iteration 77Q: 3 clusters Score -2.478553e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 204473 members 
Entering Unmasked Estep 
Score: -24785650.000000 Penalty: 6068.041992
	Iteration 78Q: 3 clusters Score -2.478565e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 204606 members 
Entering Unmasked Estep 
Score: -24785696.000000 Penalty: 6068.041992
	Iteration 79Q: 3 clusters Score -2.47857e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 204723 members 
Entering Unmasked Estep 
Score: -24785746.000000 Penalty: 6068.041992
	Iteration 80F: 3 clusters Score -2.478575e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 204799 members 
Entering Unmasked Estep 
Score: -24785782.000000 Penalty: 6068.041992
	Iteration 81Q: 3 clusters Score -2.478578e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 204852 members 
Entering Unmasked Estep 
Score: -24785826.000000 Penalty: 6068.041992
	Iteration 82Q: 3 clusters Score -2.478583e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 204883 members 
Entering Unmasked Estep 
Score: -24785832.000000 Penalty: 6068.041992
	Iteration 83Q: 3 clusters Score -2.478583e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 204903 members 
Entering Unmasked Estep 
Score: -24785824.000000 Penalty: 6068.041992
	Iteration 84Q: 3 clusters Score -2.478582e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 204911 members 
Entering Unmasked Estep 
Score: -24785830.000000 Penalty: 6068.041992
	Iteration 85Q: 3 clusters Score -2.478583e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 204923 members 
Entering Unmasked Estep 
Score: -24785834.000000 Penalty: 6068.041992
	Iteration 86Q: 3 clusters Score -2.478583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 204931 members 
Entering Unmasked Estep 
Score: -24785830.000000 Penalty: 6068.041992
	Iteration 87Q: 3 clusters Score -2.478583e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 204937 members 
Entering Unmasked Estep 
Score: -24785828.000000 Penalty: 6068.041992
	Iteration 88Q: 3 clusters Score -2.478583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 204944 members 
Entering Unmasked Estep 
Score: -24785840.000000 Penalty: 6068.041992
	Iteration 89Q: 3 clusters Score -2.478584e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 204948 members 
Entering Unmasked Estep 
Score: -24785848.000000 Penalty: 6068.041992
	Iteration 90Q: 3 clusters Score -2.478585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 204952 members 
Entering Unmasked Estep 
Score: -24785846.000000 Penalty: 6068.041992
	Iteration 91Q: 3 clusters Score -2.478585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 204959 members 
Entering Unmasked Estep 
Score: -24785850.000000 Penalty: 6068.041992
	Iteration 92Q: 3 clusters Score -2.478585e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 204964 members 
Entering Unmasked Estep 
Score: -24785862.000000 Penalty: 6068.041992
	Iteration 93Q: 3 clusters Score -2.478586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 204971 members 
Entering Unmasked Estep 
Score: -24785862.000000 Penalty: 6068.041992
	Iteration 94Q: 3 clusters Score -2.478586e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 204973 members 
Entering Unmasked Estep 
Score: -24785862.000000 Penalty: 6068.041992
	Iteration 95Q: 3 clusters Score -2.478586e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 204972 members 
Entering Unmasked Estep 
Score: -24785860.000000 Penalty: 6068.041992
	Iteration 96Q: 3 clusters Score -2.478586e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 204972 members 
Entering Unmasked Estep 
Score: -24785860.000000 Penalty: 6068.041992
	Iteration 97F: 3 clusters Score -2.478586e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (189980 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189980 members 
Entering Unmasked Estep 
Score: -22813226.000000 Penalty: 3014.359375
	Iteration 0F: 2 clusters Score -2.281323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95011 members 
Mstep: Class 2 contains 94969 members 
Entering Unmasked Estep 
Score: -22686948.000000 Penalty: 6028.718750
	Iteration 0F: 3 clusters Score -2.268695e+07 nChanged 91213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97324 members 
Mstep: Class 2 contains 92656 members 
Entering Unmasked Estep 
Score: -22740920.000000 Penalty: 6028.718750
	Iteration 1F: 3 clusters Score -2.274092e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98481 members 
Mstep: Class 2 contains 91499 members 
Entering Unmasked Estep 
Score: -22742002.000000 Penalty: 6028.718750
	Iteration 2Q: 3 clusters Score -2.2742e+07 nChanged 5651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100286 members 
Mstep: Class 2 contains 89694 members 
Entering Unmasked Estep 
Score: -22743474.000000 Penalty: 6028.718750
	Iteration 3Q: 3 clusters Score -2.274347e+07 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103012 members 
Mstep: Class 2 contains 86968 members 
Entering Unmasked Estep 
Score: -22745456.000000 Penalty: 6028.718750
	Iteration 4Q: 3 clusters Score -2.274546e+07 nChanged 7029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106929 members 
Mstep: Class 2 contains 83051 members 
Entering Unmasked Estep 
Score: -22747934.000000 Penalty: 6028.718750
	Iteration 5Q: 3 clusters Score -2.274793e+07 nChanged 8145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112402 members 
Mstep: Class 2 contains 77578 members 
Entering Unmasked Estep 
Score: -22751946.000000 Penalty: 6028.718750
	Iteration 6Q: 3 clusters Score -2.275195e+07 nChanged 9805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119795 members 
Mstep: Class 2 contains 70185 members 
Entering Unmasked Estep 
Score: -22758228.000000 Penalty: 6028.718750
	Iteration 7F: 3 clusters Score -2.275823e+07 nChanged 11156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128625 members 
Mstep: Class 2 contains 61355 members 
Entering Unmasked Estep 
Score: -22767448.000000 Penalty: 6028.718750
	Iteration 8F: 3 clusters Score -2.276745e+07 nChanged 11667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137550 members 
Mstep: Class 2 contains 52430 members 
Entering Unmasked Estep 
Score: -22778334.000000 Penalty: 6028.718750
	Iteration 9F: 3 clusters Score -2.277833e+07 nChanged 10888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144666 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -22788472.000000 Penalty: 6028.718750
	Iteration 10F: 3 clusters Score -2.278847e+07 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 40803 members 
Entering Unmasked Estep 
Score: -22795112.000000 Penalty: 6028.718750
	Iteration 11Q: 3 clusters Score -2.279511e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152150 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -22798470.000000 Penalty: 6028.718750
	Iteration 12Q: 3 clusters Score -2.279847e+07 nChanged 4382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154704 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -22800142.000000 Penalty: 6028.718750
	Iteration 13Q: 3 clusters Score -2.280014e+07 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157035 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -22801182.000000 Penalty: 6028.718750
	Iteration 14Q: 3 clusters Score -2.280118e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159284 members 
Mstep: Class 2 contains 30696 members 
Entering Unmasked Estep 
Score: -22802090.000000 Penalty: 6028.718750
	Iteration 15Q: 3 clusters Score -2.280209e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161446 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -22802770.000000 Penalty: 6028.718750
	Iteration 16Q: 3 clusters Score -2.280277e+07 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163614 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -22803646.000000 Penalty: 6028.718750
	Iteration 17Q: 3 clusters Score -2.280365e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165780 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -22804320.000000 Penalty: 6028.718750
	Iteration 18Q: 3 clusters Score -2.280432e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167800 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -22805072.000000 Penalty: 6028.718750
	Iteration 19Q: 3 clusters Score -2.280507e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169769 members 
Mstep: Class 2 contains 20211 members 
Entering Unmasked Estep 
Score: -22805706.000000 Penalty: 6028.718750
	Iteration 20F: 3 clusters Score -2.280571e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -22806366.000000 Penalty: 6028.718750
	Iteration 21Q: 3 clusters Score -2.280637e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173491 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -22807020.000000 Penalty: 6028.718750
	Iteration 22Q: 3 clusters Score -2.280702e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175167 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -22807566.000000 Penalty: 6028.718750
	Iteration 23Q: 3 clusters Score -2.280757e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176731 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -22808154.000000 Penalty: 6028.718750
	Iteration 24Q: 3 clusters Score -2.280815e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178142 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -22808584.000000 Penalty: 6028.718750
	Iteration 25Q: 3 clusters Score -2.280858e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179383 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -22809028.000000 Penalty: 6028.718750
	Iteration 26Q: 3 clusters Score -2.280903e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180478 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -22809318.000000 Penalty: 6028.718750
	Iteration 27Q: 3 clusters Score -2.280932e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181406 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -22809586.000000 Penalty: 6028.718750
	Iteration 28Q: 3 clusters Score -2.280959e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182192 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -22809796.000000 Penalty: 6028.718750
	Iteration 29Q: 3 clusters Score -2.28098e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182897 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -22809930.000000 Penalty: 6028.718750
	Iteration 30Q: 3 clusters Score -2.280993e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183497 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -22810098.000000 Penalty: 6028.718750
	Iteration 31Q: 3 clusters Score -2.28101e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184008 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -22810208.000000 Penalty: 6028.718750
	Iteration 32Q: 3 clusters Score -2.281021e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184459 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -22810346.000000 Penalty: 6028.718750
	Iteration 33Q: 3 clusters Score -2.281035e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184846 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -22810404.000000 Penalty: 6028.718750
	Iteration 34Q: 3 clusters Score -2.28104e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185154 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -22810432.000000 Penalty: 6028.718750
	Iteration 35Q: 3 clusters Score -2.281043e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185438 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -22810548.000000 Penalty: 6028.718750
	Iteration 36Q: 3 clusters Score -2.281055e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185682 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -22810562.000000 Penalty: 6028.718750
	Iteration 37Q: 3 clusters Score -2.281056e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185901 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -22810654.000000 Penalty: 6028.718750
	Iteration 38Q: 3 clusters Score -2.281065e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186093 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -22810710.000000 Penalty: 6028.718750
	Iteration 39Q: 3 clusters Score -2.281071e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186250 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -22810700.000000 Penalty: 6028.718750
	Iteration 40F: 3 clusters Score -2.28107e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186382 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -22810702.000000 Penalty: 6028.718750
	Iteration 41Q: 3 clusters Score -2.28107e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186474 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -22810688.000000 Penalty: 6028.718750
	Iteration 42Q: 3 clusters Score -2.281069e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186561 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -22810720.000000 Penalty: 6028.718750
	Iteration 43Q: 3 clusters Score -2.281072e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186647 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -22810756.000000 Penalty: 6028.718750
	Iteration 44Q: 3 clusters Score -2.281076e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186730 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -22810764.000000 Penalty: 6028.718750
	Iteration 45Q: 3 clusters Score -2.281076e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186810 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -22810780.000000 Penalty: 6028.718750
	Iteration 46Q: 3 clusters Score -2.281078e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186900 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -22810798.000000 Penalty: 6028.718750
	Iteration 47Q: 3 clusters Score -2.28108e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186991 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -22810772.000000 Penalty: 6028.718750
	Iteration 48Q: 3 clusters Score -2.281077e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187035 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -22810764.000000 Penalty: 6028.718750
	Iteration 49Q: 3 clusters Score -2.281076e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187073 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -22810764.000000 Penalty: 6028.718750
	Iteration 50Q: 3 clusters Score -2.281076e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187106 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -22810788.000000 Penalty: 6028.718750
	Iteration 51Q: 3 clusters Score -2.281079e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187137 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -22810818.000000 Penalty: 6028.718750
	Iteration 52Q: 3 clusters Score -2.281082e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187168 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -22810816.000000 Penalty: 6028.718750
	Iteration 53Q: 3 clusters Score -2.281082e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187186 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -22810832.000000 Penalty: 6028.718750
	Iteration 54Q: 3 clusters Score -2.281083e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187204 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -22810842.000000 Penalty: 6028.718750
	Iteration 55Q: 3 clusters Score -2.281084e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187225 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -22810854.000000 Penalty: 6028.718750
	Iteration 56Q: 3 clusters Score -2.281085e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187248 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -22810838.000000 Penalty: 6028.718750
	Iteration 57Q: 3 clusters Score -2.281084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187264 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -22810840.000000 Penalty: 6028.718750
	Iteration 58Q: 3 clusters Score -2.281084e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187284 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -22810836.000000 Penalty: 6028.718750
	Iteration 59Q: 3 clusters Score -2.281084e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187302 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -22810856.000000 Penalty: 6028.718750
	Iteration 60F: 3 clusters Score -2.281086e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187324 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -22810866.000000 Penalty: 6028.718750
	Iteration 61Q: 3 clusters Score -2.281087e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187339 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -22810870.000000 Penalty: 6028.718750
	Iteration 62Q: 3 clusters Score -2.281087e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187346 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -22810882.000000 Penalty: 6028.718750
	Iteration 63Q: 3 clusters Score -2.281088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187350 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -22810872.000000 Penalty: 6028.718750
	Iteration 64Q: 3 clusters Score -2.281087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187353 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -22810880.000000 Penalty: 6028.718750
	Iteration 65Q: 3 clusters Score -2.281088e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187355 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22810876.000000 Penalty: 6028.718750
	Iteration 66Q: 3 clusters Score -2.281088e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -22810892.000000 Penalty: 6028.718750
	Iteration 67Q: 3 clusters Score -2.281089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187377 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22810904.000000 Penalty: 6028.718750
	Iteration 68Q: 3 clusters Score -2.28109e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187387 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -22810906.000000 Penalty: 6028.718750
	Iteration 69Q: 3 clusters Score -2.281091e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187405 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -22810906.000000 Penalty: 6028.718750
	Iteration 70Q: 3 clusters Score -2.281091e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187432 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -22810920.000000 Penalty: 6028.718750
	Iteration 71Q: 3 clusters Score -2.281092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187452 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -22810936.000000 Penalty: 6028.718750
	Iteration 72Q: 3 clusters Score -2.281094e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187468 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -22810944.000000 Penalty: 6028.718750
	Iteration 73Q: 3 clusters Score -2.281094e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187473 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -22810946.000000 Penalty: 6028.718750
	Iteration 74Q: 3 clusters Score -2.281095e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187478 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -22810932.000000 Penalty: 6028.718750
	Iteration 75Q: 3 clusters Score -2.281093e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187483 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -22810930.000000 Penalty: 6028.718750
	Iteration 76Q: 3 clusters Score -2.281093e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187489 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -22810936.000000 Penalty: 6028.718750
	Iteration 77Q: 3 clusters Score -2.281094e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187495 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -22810934.000000 Penalty: 6028.718750
	Iteration 78Q: 3 clusters Score -2.281093e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187504 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -22810942.000000 Penalty: 6028.718750
	Iteration 79Q: 3 clusters Score -2.281094e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187513 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -22810944.000000 Penalty: 6028.718750
	Iteration 80F: 3 clusters Score -2.281094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187528 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -22810950.000000 Penalty: 6028.718750
	Iteration 81Q: 3 clusters Score -2.281095e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187544 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -22810976.000000 Penalty: 6028.718750
	Iteration 82Q: 3 clusters Score -2.281098e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187559 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -22810950.000000 Penalty: 6028.718750
	Iteration 83Q: 3 clusters Score -2.281095e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187564 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22810958.000000 Penalty: 6028.718750
	Iteration 84Q: 3 clusters Score -2.281096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187571 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -22810952.000000 Penalty: 6028.718750
	Iteration 85Q: 3 clusters Score -2.281095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187578 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -22810954.000000 Penalty: 6028.718750
	Iteration 86Q: 3 clusters Score -2.281095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187582 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -22810976.000000 Penalty: 6028.718750
	Iteration 87Q: 3 clusters Score -2.281098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187590 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -22810976.000000 Penalty: 6028.718750
	Iteration 88Q: 3 clusters Score -2.281098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187603 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -22810980.000000 Penalty: 6028.718750
	Iteration 89Q: 3 clusters Score -2.281098e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187612 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -22810970.000000 Penalty: 6028.718750
	Iteration 90Q: 3 clusters Score -2.281097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187621 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -22810968.000000 Penalty: 6028.718750
	Iteration 91Q: 3 clusters Score -2.281097e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187632 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -22810980.000000 Penalty: 6028.718750
	Iteration 92Q: 3 clusters Score -2.281098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187640 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -22810976.000000 Penalty: 6028.718750
	Iteration 93Q: 3 clusters Score -2.281098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187647 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -22810978.000000 Penalty: 6028.718750
	Iteration 94Q: 3 clusters Score -2.281098e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187659 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -22810976.000000 Penalty: 6028.718750
	Iteration 95Q: 3 clusters Score -2.281098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187667 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -22810986.000000 Penalty: 6028.718750
	Iteration 96Q: 3 clusters Score -2.281099e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187681 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -22810998.000000 Penalty: 6028.718750
	Iteration 97Q: 3 clusters Score -2.2811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187687 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -22810986.000000 Penalty: 6028.718750
	Iteration 98Q: 3 clusters Score -2.281099e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187694 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -22810978.000000 Penalty: 6028.718750
	Iteration 99Q: 3 clusters Score -2.281098e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187702 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -22810968.000000 Penalty: 6028.718750
	Iteration 100F: 3 clusters Score -2.281097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187706 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -22810980.000000 Penalty: 6028.718750
	Iteration 101Q: 3 clusters Score -2.281098e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187711 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -22810988.000000 Penalty: 6028.718750
	Iteration 102Q: 3 clusters Score -2.281099e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187721 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22810976.000000 Penalty: 6028.718750
	Iteration 103Q: 3 clusters Score -2.281098e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187728 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -22810982.000000 Penalty: 6028.718750
	Iteration 104Q: 3 clusters Score -2.281098e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187734 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22810970.000000 Penalty: 6028.718750
	Iteration 105Q: 3 clusters Score -2.281097e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187745 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -22810954.000000 Penalty: 6028.718750
	Iteration 106Q: 3 clusters Score -2.281095e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187754 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -22810974.000000 Penalty: 6028.718750
	Iteration 107Q: 3 clusters Score -2.281097e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187759 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -22810960.000000 Penalty: 6028.718750
	Iteration 108Q: 3 clusters Score -2.281096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187762 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -22810958.000000 Penalty: 6028.718750
	Iteration 109Q: 3 clusters Score -2.281096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187765 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -22810962.000000 Penalty: 6028.718750
	Iteration 110Q: 3 clusters Score -2.281096e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187772 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -22810954.000000 Penalty: 6028.718750
	Iteration 111Q: 3 clusters Score -2.281095e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187775 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -22810974.000000 Penalty: 6028.718750
	Iteration 112Q: 3 clusters Score -2.281097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187777 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -22810974.000000 Penalty: 6028.718750
	Iteration 113Q: 3 clusters Score -2.281097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187777 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -22810964.000000 Penalty: 6028.718750
	Iteration 114Q: 3 clusters Score -2.281096e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187778 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22810970.000000 Penalty: 6028.718750
	Iteration 115Q: 3 clusters Score -2.281097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187778 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22810982.000000 Penalty: 6028.718750
	Iteration 116Q: 3 clusters Score -2.281098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187778 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22810980.000000 Penalty: 6028.718750
	Iteration 117Q: 3 clusters Score -2.281098e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187778 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -22810970.000000 Penalty: 6028.718750
	Iteration 118Q: 3 clusters Score -2.281097e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187779 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -22810972.000000 Penalty: 6028.718750
	Iteration 119Q: 3 clusters Score -2.281097e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187781 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -22810968.000000 Penalty: 6028.718750
	Iteration 120F: 3 clusters Score -2.281097e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Entering Unmasked Estep 
Score: -307408.062500 Penalty: 1963.096924
	Iteration 0F: 2 clusters Score -307408.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -304292.625000 Penalty: 3926.193848
	Iteration 0F: 3 clusters Score -304292.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -304916.312500 Penalty: 3926.193848
	Iteration 1F: 3 clusters Score -304916.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -305093.375000 Penalty: 3926.193848
	Iteration 2F: 3 clusters Score -305093.4 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -305222.843750 Penalty: 3926.193848
	Iteration 3F: 3 clusters Score -305222.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -305307.218750 Penalty: 3926.193848
	Iteration 4Q: 3 clusters Score -305307.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -305381.531250 Penalty: 3926.193848
	Iteration 5Q: 3 clusters Score -305381.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -305456.062500 Penalty: 3926.193848
	Iteration 6Q: 3 clusters Score -305456.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -305499.812500 Penalty: 3926.193848
	Iteration 7Q: 3 clusters Score -305499.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -305536.781250 Penalty: 3926.193848
	Iteration 8Q: 3 clusters Score -305536.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -305567.093750 Penalty: 3926.193848
	Iteration 9Q: 3 clusters Score -305567.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -305597.281250 Penalty: 3926.193848
	Iteration 10Q: 3 clusters Score -305597.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -305615.406250 Penalty: 3926.193848
	Iteration 11Q: 3 clusters Score -305615.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -305637.718750 Penalty: 3926.193848
	Iteration 12Q: 3 clusters Score -305637.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -305661.218750 Penalty: 3926.193848
	Iteration 13Q: 3 clusters Score -305661.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -305675.562500 Penalty: 3926.193848
	Iteration 14Q: 3 clusters Score -305675.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -305690.437500 Penalty: 3926.193848
	Iteration 15Q: 3 clusters Score -305690.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -305710.593750 Penalty: 3926.193848
	Iteration 16Q: 3 clusters Score -305710.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -305726.031250 Penalty: 3926.193848
	Iteration 17Q: 3 clusters Score -305726 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -305737.000000 Penalty: 3926.193848
	Iteration 18Q: 3 clusters Score -305737 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -305756.500000 Penalty: 3926.193848
	Iteration 19Q: 3 clusters Score -305756.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -305772.656250 Penalty: 3926.193848
	Iteration 20F: 3 clusters Score -305772.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -305786.875000 Penalty: 3926.193848
	Iteration 21Q: 3 clusters Score -305786.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -305801.031250 Penalty: 3926.193848
	Iteration 22Q: 3 clusters Score -305801 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -305811.281250 Penalty: 3926.193848
	Iteration 23Q: 3 clusters Score -305811.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -305820.593750 Penalty: 3926.193848
	Iteration 24Q: 3 clusters Score -305820.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -305829.437500 Penalty: 3926.193848
	Iteration 25Q: 3 clusters Score -305829.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -305834.781250 Penalty: 3926.193848
	Iteration 26Q: 3 clusters Score -305834.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -305841.593750 Penalty: 3926.193848
	Iteration 27Q: 3 clusters Score -305841.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -305849.531250 Penalty: 3926.193848
	Iteration 28Q: 3 clusters Score -305849.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -305859.500000 Penalty: 3926.193848
	Iteration 29Q: 3 clusters Score -305859.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -305865.562500 Penalty: 3926.193848
	Iteration 30Q: 3 clusters Score -305865.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -305871.062500 Penalty: 3926.193848
	Iteration 31Q: 3 clusters Score -305871.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -305874.843750 Penalty: 3926.193848
	Iteration 32Q: 3 clusters Score -305874.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -305877.968750 Penalty: 3926.193848
	Iteration 33Q: 3 clusters Score -305878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -305880.156250 Penalty: 3926.193848
	Iteration 34Q: 3 clusters Score -305880.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -305881.812500 Penalty: 3926.193848
	Iteration 35Q: 3 clusters Score -305881.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -305883.687500 Penalty: 3926.193848
	Iteration 36Q: 3 clusters Score -305883.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -305884.937500 Penalty: 3926.193848
	Iteration 37Q: 3 clusters Score -305884.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -305885.156250 Penalty: 3926.193848
	Iteration 38Q: 3 clusters Score -305885.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -305885.156250 Penalty: 3926.193848
	Iteration 39F: 3 clusters Score -305885.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -33580.703125 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -33580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32313.441406 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -32313.44 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -32555.417969 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -32555.42 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32662.931641 Penalty: 2902.692383
	Iteration 2F: 3 clusters Score -32662.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -32682.244141 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -32682.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32689.289062 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -32689.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -32705.050781 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -32705.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32711.904297 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -32711.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -32711.904297 Penalty: 2902.692383
	Iteration 7F: 3 clusters Score -32711.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Entering Unmasked Estep 
Score: -466255.781250 Penalty: 2061.043945
	Iteration 0F: 2 clusters Score -466255.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -462344.750000 Penalty: 4122.087891
	Iteration 0F: 3 clusters Score -462344.8 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -463269.750000 Penalty: 4122.087891
	Iteration 1F: 3 clusters Score -463269.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -463540.406250 Penalty: 4122.087891
	Iteration 2F: 3 clusters Score -463540.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -463738.187500 Penalty: 4122.087891
	Iteration 3F: 3 clusters Score -463738.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -463884.343750 Penalty: 4122.087891
	Iteration 4Q: 3 clusters Score -463884.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -463994.437500 Penalty: 4122.087891
	Iteration 5Q: 3 clusters Score -463994.4 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -464088.281250 Penalty: 4122.087891
	Iteration 6Q: 3 clusters Score -464088.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -464176.312500 Penalty: 4122.087891
	Iteration 7Q: 3 clusters Score -464176.3 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -464268.531250 Penalty: 4122.087891
	Iteration 8Q: 3 clusters Score -464268.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -464370.718750 Penalty: 4122.087891
	Iteration 9Q: 3 clusters Score -464370.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -464485.218750 Penalty: 4122.087891
	Iteration 10Q: 3 clusters Score -464485.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -464574.562500 Penalty: 4122.087891
	Iteration 11Q: 3 clusters Score -464574.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -464653.968750 Penalty: 4122.087891
	Iteration 12Q: 3 clusters Score -464654 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -464732.875000 Penalty: 4122.087891
	Iteration 13Q: 3 clusters Score -464732.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -464808.281250 Penalty: 4122.087891
	Iteration 14Q: 3 clusters Score -464808.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -464862.781250 Penalty: 4122.087891
	Iteration 15Q: 3 clusters Score -464862.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -464905.062500 Penalty: 4122.087891
	Iteration 16Q: 3 clusters Score -464905.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -464934.500000 Penalty: 4122.087891
	Iteration 17Q: 3 clusters Score -464934.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -464957.125000 Penalty: 4122.087891
	Iteration 18Q: 3 clusters Score -464957.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -464973.500000 Penalty: 4122.087891
	Iteration 19Q: 3 clusters Score -464973.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -464987.062500 Penalty: 4122.087891
	Iteration 20F: 3 clusters Score -464987.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -465000.031250 Penalty: 4122.087891
	Iteration 21Q: 3 clusters Score -465000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -465011.218750 Penalty: 4122.087891
	Iteration 22Q: 3 clusters Score -465011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -465018.750000 Penalty: 4122.087891
	Iteration 23Q: 3 clusters Score -465018.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -465025.437500 Penalty: 4122.087891
	Iteration 24Q: 3 clusters Score -465025.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -465028.656250 Penalty: 4122.087891
	Iteration 25Q: 3 clusters Score -465028.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -465030.281250 Penalty: 4122.087891
	Iteration 26Q: 3 clusters Score -465030.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -465034.343750 Penalty: 4122.087891
	Iteration 27Q: 3 clusters Score -465034.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -465037.312500 Penalty: 4122.087891
	Iteration 28Q: 3 clusters Score -465037.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -465040.937500 Penalty: 4122.087891
	Iteration 29Q: 3 clusters Score -465040.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -465044.156250 Penalty: 4122.087891
	Iteration 30Q: 3 clusters Score -465044.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -465048.625000 Penalty: 4122.087891
	Iteration 31Q: 3 clusters Score -465048.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -465053.968750 Penalty: 4122.087891
	Iteration 32Q: 3 clusters Score -465054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -465060.343750 Penalty: 4122.087891
	Iteration 33Q: 3 clusters Score -465060.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -465063.718750 Penalty: 4122.087891
	Iteration 34Q: 3 clusters Score -465063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -465065.375000 Penalty: 4122.087891
	Iteration 35Q: 3 clusters Score -465065.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -465067.656250 Penalty: 4122.087891
	Iteration 36Q: 3 clusters Score -465067.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -465072.343750 Penalty: 4122.087891
	Iteration 37Q: 3 clusters Score -465072.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -465072.468750 Penalty: 4122.087891
	Iteration 38Q: 3 clusters Score -465072.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -465073.406250 Penalty: 4122.087891
	Iteration 39Q: 3 clusters Score -465073.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -465075.187500 Penalty: 4122.087891
	Iteration 40F: 3 clusters Score -465075.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -465074.437500 Penalty: 4122.087891
	Iteration 41Q: 3 clusters Score -465074.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -465076.281250 Penalty: 4122.087891
	Iteration 42Q: 3 clusters Score -465076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -465076.343750 Penalty: 4122.087891
	Iteration 43Q: 3 clusters Score -465076.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -465076.343750 Penalty: 4122.087891
	Iteration 44F: 3 clusters Score -465076.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (163342 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163342 members 
Entering Unmasked Estep 
Score: -19699616.000000 Penalty: 2976.893066
	Iteration 0F: 2 clusters Score -1.969962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81755 members 
Mstep: Class 2 contains 81587 members 
Entering Unmasked Estep 
Score: -19592640.000000 Penalty: 5953.786133
	Iteration 0F: 3 clusters Score -1.959264e+07 nChanged 78429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 80436 members 
Entering Unmasked Estep 
Score: -19638542.000000 Penalty: 5953.786133
	Iteration 1F: 3 clusters Score -1.963854e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84005 members 
Mstep: Class 2 contains 79337 members 
Entering Unmasked Estep 
Score: -19639776.000000 Penalty: 5953.786133
	Iteration 2Q: 3 clusters Score -1.963978e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85776 members 
Mstep: Class 2 contains 77566 members 
Entering Unmasked Estep 
Score: -19641198.000000 Penalty: 5953.786133
	Iteration 3Q: 3 clusters Score -1.96412e+07 nChanged 6287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88585 members 
Mstep: Class 2 contains 74757 members 
Entering Unmasked Estep 
Score: -19643638.000000 Penalty: 5953.786133
	Iteration 4Q: 3 clusters Score -1.964364e+07 nChanged 7268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92561 members 
Mstep: Class 2 contains 70781 members 
Entering Unmasked Estep 
Score: -19647352.000000 Penalty: 5953.786133
	Iteration 5Q: 3 clusters Score -1.964735e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 65395 members 
Entering Unmasked Estep 
Score: -19652914.000000 Penalty: 5953.786133
	Iteration 6F: 3 clusters Score -1.965291e+07 nChanged 9722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104359 members 
Mstep: Class 2 contains 58983 members 
Entering Unmasked Estep 
Score: -19660532.000000 Penalty: 5953.786133
	Iteration 7F: 3 clusters Score -1.966053e+07 nChanged 10232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110755 members 
Mstep: Class 2 contains 52587 members 
Entering Unmasked Estep 
Score: -19669028.000000 Penalty: 5953.786133
	Iteration 8F: 3 clusters Score -1.966903e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115581 members 
Mstep: Class 2 contains 47761 members 
Entering Unmasked Estep 
Score: -19676786.000000 Penalty: 5953.786133
	Iteration 9F: 3 clusters Score -1.967679e+07 nChanged 7921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118718 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -19682096.000000 Penalty: 5953.786133
	Iteration 10Q: 3 clusters Score -1.96821e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120901 members 
Mstep: Class 2 contains 42441 members 
Entering Unmasked Estep 
Score: -19684792.000000 Penalty: 5953.786133
	Iteration 11Q: 3 clusters Score -1.968479e+07 nChanged 3706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122821 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -19686232.000000 Penalty: 5953.786133
	Iteration 12Q: 3 clusters Score -1.968623e+07 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124647 members 
Mstep: Class 2 contains 38695 members 
Entering Unmasked Estep 
Score: -19687192.000000 Penalty: 5953.786133
	Iteration 13Q: 3 clusters Score -1.968719e+07 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126382 members 
Mstep: Class 2 contains 36960 members 
Entering Unmasked Estep 
Score: -19688096.000000 Penalty: 5953.786133
	Iteration 14Q: 3 clusters Score -1.96881e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128047 members 
Mstep: Class 2 contains 35295 members 
Entering Unmasked Estep 
Score: -19688884.000000 Penalty: 5953.786133
	Iteration 15Q: 3 clusters Score -1.968888e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129625 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -19689426.000000 Penalty: 5953.786133
	Iteration 16Q: 3 clusters Score -1.968943e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131101 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -19689902.000000 Penalty: 5953.786133
	Iteration 17Q: 3 clusters Score -1.96899e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132562 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -19690494.000000 Penalty: 5953.786133
	Iteration 18Q: 3 clusters Score -1.969049e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133981 members 
Mstep: Class 2 contains 29361 members 
Entering Unmasked Estep 
Score: -19690996.000000 Penalty: 5953.786133
	Iteration 19Q: 3 clusters Score -1.9691e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135383 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -19691412.000000 Penalty: 5953.786133
	Iteration 20F: 3 clusters Score -1.969141e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136765 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -19691790.000000 Penalty: 5953.786133
	Iteration 21Q: 3 clusters Score -1.969179e+07 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138118 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -19692174.000000 Penalty: 5953.786133
	Iteration 22Q: 3 clusters Score -1.969217e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139417 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -19692540.000000 Penalty: 5953.786133
	Iteration 23Q: 3 clusters Score -1.969254e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140692 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -19692944.000000 Penalty: 5953.786133
	Iteration 24Q: 3 clusters Score -1.969294e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142003 members 
Mstep: Class 2 contains 21339 members 
Entering Unmasked Estep 
Score: -19693270.000000 Penalty: 5953.786133
	Iteration 25Q: 3 clusters Score -1.969327e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143265 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -19693582.000000 Penalty: 5953.786133
	Iteration 26Q: 3 clusters Score -1.969358e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144569 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -19694004.000000 Penalty: 5953.786133
	Iteration 27Q: 3 clusters Score -1.9694e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145778 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -19694260.000000 Penalty: 5953.786133
	Iteration 28Q: 3 clusters Score -1.969426e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146967 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -19694538.000000 Penalty: 5953.786133
	Iteration 29Q: 3 clusters Score -1.969454e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148128 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -19694864.000000 Penalty: 5953.786133
	Iteration 30Q: 3 clusters Score -1.969486e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149297 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -19695138.000000 Penalty: 5953.786133
	Iteration 31Q: 3 clusters Score -1.969514e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -19695290.000000 Penalty: 5953.786133
	Iteration 32Q: 3 clusters Score -1.969529e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151512 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -19695466.000000 Penalty: 5953.786133
	Iteration 33Q: 3 clusters Score -1.969547e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -19695638.000000 Penalty: 5953.786133
	Iteration 34Q: 3 clusters Score -1.969564e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153498 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -19695788.000000 Penalty: 5953.786133
	Iteration 35Q: 3 clusters Score -1.969579e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154391 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -19695946.000000 Penalty: 5953.786133
	Iteration 36Q: 3 clusters Score -1.969595e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155275 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -19696060.000000 Penalty: 5953.786133
	Iteration 37Q: 3 clusters Score -1.969606e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156100 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -19696160.000000 Penalty: 5953.786133
	Iteration 38Q: 3 clusters Score -1.969616e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156891 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -19696310.000000 Penalty: 5953.786133
	Iteration 39Q: 3 clusters Score -1.969631e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157595 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -19696428.000000 Penalty: 5953.786133
	Iteration 40F: 3 clusters Score -1.969643e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158250 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -19696454.000000 Penalty: 5953.786133
	Iteration 41Q: 3 clusters Score -1.969645e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158836 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -19696576.000000 Penalty: 5953.786133
	Iteration 42Q: 3 clusters Score -1.969658e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159363 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -19696722.000000 Penalty: 5953.786133
	Iteration 43Q: 3 clusters Score -1.969672e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159808 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -19696742.000000 Penalty: 5953.786133
	Iteration 44Q: 3 clusters Score -1.969674e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -19696854.000000 Penalty: 5953.786133
	Iteration 45Q: 3 clusters Score -1.969685e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160477 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -19696934.000000 Penalty: 5953.786133
	Iteration 46Q: 3 clusters Score -1.969693e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160744 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -19697060.000000 Penalty: 5953.786133
	Iteration 47Q: 3 clusters Score -1.969706e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160945 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -19697092.000000 Penalty: 5953.786133
	Iteration 48Q: 3 clusters Score -1.969709e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161116 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -19697104.000000 Penalty: 5953.786133
	Iteration 49Q: 3 clusters Score -1.96971e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161270 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -19697120.000000 Penalty: 5953.786133
	Iteration 50Q: 3 clusters Score -1.969712e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161409 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -19697128.000000 Penalty: 5953.786133
	Iteration 51Q: 3 clusters Score -1.969713e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161547 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -19697188.000000 Penalty: 5953.786133
	Iteration 52Q: 3 clusters Score -1.969719e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161660 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -19697248.000000 Penalty: 5953.786133
	Iteration 53Q: 3 clusters Score -1.969725e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -19697270.000000 Penalty: 5953.786133
	Iteration 54Q: 3 clusters Score -1.969727e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161836 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -19697256.000000 Penalty: 5953.786133
	Iteration 55Q: 3 clusters Score -1.969726e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161903 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -19697272.000000 Penalty: 5953.786133
	Iteration 56Q: 3 clusters Score -1.969727e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161958 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -19697282.000000 Penalty: 5953.786133
	Iteration 57Q: 3 clusters Score -1.969728e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162005 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -19697254.000000 Penalty: 5953.786133
	Iteration 58Q: 3 clusters Score -1.969725e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162045 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -19697246.000000 Penalty: 5953.786133
	Iteration 59Q: 3 clusters Score -1.969725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162072 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -19697244.000000 Penalty: 5953.786133
	Iteration 60F: 3 clusters Score -1.969724e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162092 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -19697234.000000 Penalty: 5953.786133
	Iteration 61Q: 3 clusters Score -1.969723e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162122 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19697248.000000 Penalty: 5953.786133
	Iteration 62Q: 3 clusters Score -1.969725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162152 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -19697240.000000 Penalty: 5953.786133
	Iteration 63Q: 3 clusters Score -1.969724e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162177 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -19697260.000000 Penalty: 5953.786133
	Iteration 64Q: 3 clusters Score -1.969726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162198 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -19697278.000000 Penalty: 5953.786133
	Iteration 65Q: 3 clusters Score -1.969728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162216 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -19697282.000000 Penalty: 5953.786133
	Iteration 66Q: 3 clusters Score -1.969728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162224 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -19697266.000000 Penalty: 5953.786133
	Iteration 67Q: 3 clusters Score -1.969727e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162232 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -19697264.000000 Penalty: 5953.786133
	Iteration 68Q: 3 clusters Score -1.969726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162239 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -19697282.000000 Penalty: 5953.786133
	Iteration 69Q: 3 clusters Score -1.969728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162248 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -19697282.000000 Penalty: 5953.786133
	Iteration 70Q: 3 clusters Score -1.969728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162255 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -19697276.000000 Penalty: 5953.786133
	Iteration 71Q: 3 clusters Score -1.969728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162259 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19697292.000000 Penalty: 5953.786133
	Iteration 72Q: 3 clusters Score -1.969729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162263 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -19697286.000000 Penalty: 5953.786133
	Iteration 73Q: 3 clusters Score -1.969729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162267 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -19697288.000000 Penalty: 5953.786133
	Iteration 74Q: 3 clusters Score -1.969729e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162269 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19697290.000000 Penalty: 5953.786133
	Iteration 75Q: 3 clusters Score -1.969729e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162269 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -19697290.000000 Penalty: 5953.786133
	Iteration 76F: 3 clusters Score -1.969729e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26797 members 
Entering Unmasked Estep 
Score: -3296743.250000 Penalty: 2528.619141
	Iteration 0F: 2 clusters Score -3296743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -3278318.000000 Penalty: 5057.238281
	Iteration 0F: 3 clusters Score -3278318 nChanged 11949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -3284751.500000 Penalty: 5057.238281
	Iteration 1F: 3 clusters Score -3284752 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3285127.000000 Penalty: 5057.238281
	Iteration 2Q: 3 clusters Score -3285127 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3285466.000000 Penalty: 5057.238281
	Iteration 3Q: 3 clusters Score -3285466 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -3285803.500000 Penalty: 5057.238281
	Iteration 4Q: 3 clusters Score -3285804 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -3286154.000000 Penalty: 5057.238281
	Iteration 5Q: 3 clusters Score -3286154 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3286574.250000 Penalty: 5057.238281
	Iteration 6Q: 3 clusters Score -3286574 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3287125.000000 Penalty: 5057.238281
	Iteration 7Q: 3 clusters Score -3287125 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -3287908.500000 Penalty: 5057.238281
	Iteration 8Q: 3 clusters Score -3287908 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -3289025.500000 Penalty: 5057.238281
	Iteration 9F: 3 clusters Score -3289026 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -3290498.250000 Penalty: 5057.238281
	Iteration 10F: 3 clusters Score -3290498 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3291971.500000 Penalty: 5057.238281
	Iteration 11F: 3 clusters Score -3291972 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -3293093.000000 Penalty: 5057.238281
	Iteration 12Q: 3 clusters Score -3293093 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3293779.750000 Penalty: 5057.238281
	Iteration 13Q: 3 clusters Score -3293780 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -3294134.750000 Penalty: 5057.238281
	Iteration 14Q: 3 clusters Score -3294135 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3294297.500000 Penalty: 5057.238281
	Iteration 15Q: 3 clusters Score -3294298 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3294383.500000 Penalty: 5057.238281
	Iteration 16Q: 3 clusters Score -3294384 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -3294425.500000 Penalty: 5057.238281
	Iteration 17Q: 3 clusters Score -3294426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3294445.500000 Penalty: 5057.238281
	Iteration 18Q: 3 clusters Score -3294446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3294466.750000 Penalty: 5057.238281
	Iteration 19Q: 3 clusters Score -3294467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3294486.250000 Penalty: 5057.238281
	Iteration 20F: 3 clusters Score -3294486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -3294495.500000 Penalty: 5057.238281
	Iteration 21Q: 3 clusters Score -3294496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -3294499.250000 Penalty: 5057.238281
	Iteration 22Q: 3 clusters Score -3294499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26563 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -3294505.500000 Penalty: 5057.238281
	Iteration 23Q: 3 clusters Score -3294506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3294511.000000 Penalty: 5057.238281
	Iteration 24Q: 3 clusters Score -3294511 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26568 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -3294511.500000 Penalty: 5057.238281
	Iteration 25Q: 3 clusters Score -3294512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3294514.000000 Penalty: 5057.238281
	Iteration 26Q: 3 clusters Score -3294514 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3294514.000000 Penalty: 5057.238281
	Iteration 27F: 3 clusters Score -3294514 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54609 members 
Entering Unmasked Estep 
Score: -6398508.000000 Penalty: 2705.172607
	Iteration 0F: 2 clusters Score -6398508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 27471 members 
Entering Unmasked Estep 
Score: -6361760.000000 Penalty: 5410.345215
	Iteration 0F: 3 clusters Score -6361760 nChanged 25391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -6375961.500000 Penalty: 5410.345215
	Iteration 1F: 3 clusters Score -6375962 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 30162 members 
Entering Unmasked Estep 
Score: -6376575.000000 Penalty: 5410.345215
	Iteration 2Q: 3 clusters Score -6376575 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 31749 members 
Entering Unmasked Estep 
Score: -6377289.000000 Penalty: 5410.345215
	Iteration 3Q: 3 clusters Score -6377289 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -6378432.000000 Penalty: 5410.345215
	Iteration 4Q: 3 clusters Score -6378432 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -6380421.000000 Penalty: 5410.345215
	Iteration 5F: 3 clusters Score -6380421 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 41290 members 
Entering Unmasked Estep 
Score: -6383535.000000 Penalty: 5410.345215
	Iteration 6F: 3 clusters Score -6383535 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 45957 members 
Entering Unmasked Estep 
Score: -6387713.500000 Penalty: 5410.345215
	Iteration 7F: 3 clusters Score -6387714 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 50101 members 
Entering Unmasked Estep 
Score: -6391780.000000 Penalty: 5410.345215
	Iteration 8F: 3 clusters Score -6391780 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -6394282.500000 Penalty: 5410.345215
	Iteration 9Q: 3 clusters Score -6394282 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53875 members 
Entering Unmasked Estep 
Score: -6395399.000000 Penalty: 5410.345215
	Iteration 10Q: 3 clusters Score -6395399 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 54234 members 
Entering Unmasked Estep 
Score: -6395765.500000 Penalty: 5410.345215
	Iteration 11Q: 3 clusters Score -6395766 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 54338 members 
Entering Unmasked Estep 
Score: -6395916.000000 Penalty: 5410.345215
	Iteration 12Q: 3 clusters Score -6395916 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 54382 members 
Entering Unmasked Estep 
Score: -6396000.000000 Penalty: 5410.345215
	Iteration 13Q: 3 clusters Score -6396000 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 54398 members 
Entering Unmasked Estep 
Score: -6396029.000000 Penalty: 5410.345215
	Iteration 14Q: 3 clusters Score -6396029 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 54406 members 
Entering Unmasked Estep 
Score: -6396043.500000 Penalty: 5410.345215
	Iteration 15Q: 3 clusters Score -6396044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 54408 members 
Entering Unmasked Estep 
Score: -6396043.500000 Penalty: 5410.345215
	Iteration 16Q: 3 clusters Score -6396044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 54411 members 
Entering Unmasked Estep 
Score: -6396053.000000 Penalty: 5410.345215
	Iteration 17Q: 3 clusters Score -6396053 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 54412 members 
Entering Unmasked Estep 
Score: -6396052.000000 Penalty: 5410.345215
	Iteration 18Q: 3 clusters Score -6396052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -6396049.500000 Penalty: 5410.345215
	Iteration 19Q: 3 clusters Score -6396050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 54416 members 
Entering Unmasked Estep 
Score: -6396057.000000 Penalty: 5410.345215
	Iteration 20F: 3 clusters Score -6396057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -6396059.500000 Penalty: 5410.345215
	Iteration 21Q: 3 clusters Score -6396060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -6396062.000000 Penalty: 5410.345215
	Iteration 22Q: 3 clusters Score -6396062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 54415 members 
Entering Unmasked Estep 
Score: -6396068.500000 Penalty: 5410.345215
	Iteration 23Q: 3 clusters Score -6396068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -6396073.500000 Penalty: 5410.345215
	Iteration 24Q: 3 clusters Score -6396074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 54420 members 
Entering Unmasked Estep 
Score: -6396072.500000 Penalty: 5410.345215
	Iteration 25Q: 3 clusters Score -6396072 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -6396075.500000 Penalty: 5410.345215
	Iteration 26Q: 3 clusters Score -6396076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -6396078.000000 Penalty: 5410.345215
	Iteration 27Q: 3 clusters Score -6396078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 54421 members 
Entering Unmasked Estep 
Score: -6396078.000000 Penalty: 5410.345215
	Iteration 28F: 3 clusters Score -6396078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (16269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Entering Unmasked Estep 
Score: -1968221.625000 Penalty: 2404.860107
	Iteration 0F: 2 clusters Score -1968222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1956481.375000 Penalty: 4809.720215
	Iteration 0F: 3 clusters Score -1956481 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -1960145.500000 Penalty: 4809.720215
	Iteration 1F: 3 clusters Score -1960146 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1960466.750000 Penalty: 4809.720215
	Iteration 2F: 3 clusters Score -1960467 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1960775.875000 Penalty: 4809.720215
	Iteration 3Q: 3 clusters Score -1960776 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1961186.375000 Penalty: 4809.720215
	Iteration 4Q: 3 clusters Score -1961186 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9491 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1961830.500000 Penalty: 4809.720215
	Iteration 5F: 3 clusters Score -1961830 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1962747.250000 Penalty: 4809.720215
	Iteration 6F: 3 clusters Score -1962747 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1963884.250000 Penalty: 4809.720215
	Iteration 7F: 3 clusters Score -1963884 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
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	Iteration 8F: 3 clusters Score -1965078 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -1966055 nChanged 716
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -1966606 nChanged 455
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Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -1966871 nChanged 268
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Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -1966997 nChanged 178
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Mstep: Class 1 contains 12918 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -1967082 nChanged 132
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Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -1967151 nChanged 114
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Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -1967209 nChanged 95
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Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -1967252 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -1967276 nChanged 73
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Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -1967296 nChanged 52
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -1967303 nChanged 33
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Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -1967312 nChanged 24
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Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -1967316 nChanged 15
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Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -1967313 nChanged 12
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Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -1967318 nChanged 9
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Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -1967317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -1967320 nChanged 7
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Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -1967324 nChanged 4
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Mstep: Class 1 contains 13146 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -1967323 nChanged 3
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Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -1967322 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -1967320 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
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	Iteration 30F: 3 clusters Score -1967320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 205655 members 
Mstep: Class 3 contains 189980 members 
Mstep: Class 4 contains 2740 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 163342 members 
Mstep: Class 14 contains 26797 members 
Mstep: Class 20 contains 54609 members 
Mstep: Class 22 contains 16269 members 
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Iteration 119Q: 11 clusters Score -8.110904e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 205304 members 
Mstep: Class 3 contains 191381 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 162274 members 
Mstep: Class 14 contains 26804 members 
Mstep: Class 20 contains 54606 members 
Mstep: Class 22 contains 16283 members 
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Iteration 120F: 11 clusters Score -8.110904e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 204900 members 
Mstep: Class 3 contains 192759 members 
Mstep: Class 4 contains 2744 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 161308 members 
Mstep: Class 14 contains 26809 members 
Mstep: Class 20 contains 54594 members 
Mstep: Class 22 contains 16289 members 
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Iteration 121Q: 11 clusters Score -8.110927e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 204481 members 
Mstep: Class 3 contains 194076 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 160410 members 
Mstep: Class 14 contains 26799 members 
Mstep: Class 20 contains 54592 members 
Mstep: Class 22 contains 16304 members 
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Iteration 122Q: 11 clusters Score -8.110957e+07 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 204027 members 
Mstep: Class 3 contains 195344 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4067 members 
Mstep: Class 8 contains 159597 members 
Mstep: Class 14 contains 26787 members 
Mstep: Class 20 contains 54590 members 
Mstep: Class 22 contains 16324 members 
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Iteration 123Q: 11 clusters Score -8.110987e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 203493 members 
Mstep: Class 3 contains 196619 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4068 members 
Mstep: Class 8 contains 158851 members 
Mstep: Class 14 contains 26766 members 
Mstep: Class 20 contains 54594 members 
Mstep: Class 22 contains 16348 members 
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Iteration 124Q: 11 clusters Score -8.11101e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 202933 members 
Mstep: Class 3 contains 197800 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4069 members 
Mstep: Class 8 contains 158220 members 
Mstep: Class 14 contains 26757 members 
Mstep: Class 20 contains 54606 members 
Mstep: Class 22 contains 16358 members 
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Iteration 125Q: 11 clusters Score -8.111047e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 202359 members 
Mstep: Class 3 contains 198897 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 157701 members 
Mstep: Class 14 contains 26733 members 
Mstep: Class 20 contains 54615 members 
Mstep: Class 22 contains 16369 members 
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Iteration 126Q: 11 clusters Score -8.111014e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 201800 members 
Mstep: Class 3 contains 199917 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 157245 members 
Mstep: Class 14 contains 26698 members 
Mstep: Class 20 contains 54630 members 
Mstep: Class 22 contains 16390 members 
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Iteration 127Q: 11 clusters Score -8.111031e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 201227 members 
Mstep: Class 3 contains 200861 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 156900 members 
Mstep: Class 14 contains 26647 members 
Mstep: Class 20 contains 54638 members 
Mstep: Class 22 contains 16410 members 
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Iteration 128Q: 11 clusters Score -8.111034e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 200682 members 
Mstep: Class 3 contains 201678 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 156620 members 
Mstep: Class 14 contains 26602 members 
Mstep: Class 20 contains 54662 members 
Mstep: Class 22 contains 16434 members 
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Iteration 129Q: 11 clusters Score -8.111035e+07 nChanged 1727
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 200209 members 
Mstep: Class 3 contains 202389 members 
Mstep: Class 4 contains 2733 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 156396 members 
Mstep: Class 14 contains 26548 members 
Mstep: Class 20 contains 54694 members 
Mstep: Class 22 contains 16450 members 
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Iteration 130Q: 11 clusters Score -8.111048e+07 nChanged 1638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 199755 members 
Mstep: Class 3 contains 202993 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 156250 members 
Mstep: Class 14 contains 26499 members 
Mstep: Class 20 contains 54725 members 
Mstep: Class 22 contains 16461 members 
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Iteration 131Q: 11 clusters Score -8.111066e+07 nChanged 1479
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 199324 members 
Mstep: Class 3 contains 203486 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 156189 members 
Mstep: Class 14 contains 26452 members 
Mstep: Class 20 contains 54748 members 
Mstep: Class 22 contains 16480 members 
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Iteration 132Q: 11 clusters Score -8.111079e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 198944 members 
Mstep: Class 3 contains 203884 members 
Mstep: Class 4 contains 2736 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 156181 members 
Mstep: Class 14 contains 26395 members 
Mstep: Class 20 contains 54775 members 
Mstep: Class 22 contains 16493 members 
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Iteration 133Q: 11 clusters Score -8.111084e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 198613 members 
Mstep: Class 3 contains 204185 members 
Mstep: Class 4 contains 2738 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4070 members 
Mstep: Class 8 contains 156207 members 
Mstep: Class 14 contains 26342 members 
Mstep: Class 20 contains 54809 members 
Mstep: Class 22 contains 16511 members 
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Iteration 134Q: 11 clusters Score -8.111087e+07 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 198296 members 
Mstep: Class 3 contains 204408 members 
Mstep: Class 4 contains 2739 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4073 members 
Mstep: Class 8 contains 156312 members 
Mstep: Class 14 contains 26288 members 
Mstep: Class 20 contains 54825 members 
Mstep: Class 22 contains 16534 members 
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Iteration 135Q: 11 clusters Score -8.11109e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 198101 members 
Mstep: Class 3 contains 204533 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4075 members 
Mstep: Class 8 contains 156419 members 
Mstep: Class 14 contains 26222 members 
Mstep: Class 20 contains 54826 members 
Mstep: Class 22 contains 16559 members 
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Iteration 136Q: 11 clusters Score -8.111073e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 197921 members 
Mstep: Class 3 contains 204590 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 8 contains 156569 members 
Mstep: Class 14 contains 26174 members 
Mstep: Class 20 contains 54829 members 
Mstep: Class 22 contains 16576 members 
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Iteration 137Q: 11 clusters Score -8.11109e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 197749 members 
Mstep: Class 3 contains 204616 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4076 members 
Mstep: Class 8 contains 156721 members 
Mstep: Class 14 contains 26124 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 22 contains 16604 members 
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Iteration 138Q: 11 clusters Score -8.111081e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 197580 members 
Mstep: Class 3 contains 204614 members 
Mstep: Class 4 contains 2742 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4077 members 
Mstep: Class 8 contains 156904 members 
Mstep: Class 14 contains 26079 members 
Mstep: Class 20 contains 54838 members 
Mstep: Class 22 contains 16627 members 
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Iteration 139Q: 11 clusters Score -8.111075e+07 nChanged 948
Entering Unmasked Mstep 
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Mstep: Class 2 contains 197455 members 
Mstep: Class 3 contains 204584 members 
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Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 157097 members 
Mstep: Class 14 contains 26027 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 22 contains 16649 members 
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Iteration 140F: 11 clusters Score -8.111058e+07 nChanged 859
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 197344 members 
Mstep: Class 3 contains 204507 members 
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Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 157303 members 
Mstep: Class 14 contains 25976 members 
Mstep: Class 20 contains 54843 members 
Mstep: Class 22 contains 16670 members 
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Iteration 141Q: 11 clusters Score -8.111054e+07 nChanged 809
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 197274 members 
Mstep: Class 3 contains 204385 members 
Mstep: Class 4 contains 2744 members 
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Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 157516 members 
Mstep: Class 14 contains 25921 members 
Mstep: Class 20 contains 54854 members 
Mstep: Class 22 contains 16692 members 
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Iteration 142Q: 11 clusters Score -8.111041e+07 nChanged 802
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 197175 members 
Mstep: Class 3 contains 204278 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 157733 members 
Mstep: Class 14 contains 25871 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 16717 members 
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Iteration 143Q: 11 clusters Score -8.111038e+07 nChanged 818
Entering Unmasked Mstep 
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Mstep: Class 2 contains 197090 members 
Mstep: Class 3 contains 204143 members 
Mstep: Class 4 contains 2746 members 
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Mstep: Class 7 contains 4078 members 
Mstep: Class 8 contains 157967 members 
Mstep: Class 14 contains 25823 members 
Mstep: Class 20 contains 54872 members 
Mstep: Class 22 contains 16740 members 
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Iteration 144Q: 11 clusters Score -8.111049e+07 nChanged 817
Entering Unmasked Mstep 
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Mstep: Class 2 contains 197006 members 
Mstep: Class 3 contains 204031 members 
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Mstep: Class 5 contains 348 members 
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Mstep: Class 8 contains 158188 members 
Mstep: Class 14 contains 25778 members 
Mstep: Class 20 contains 54875 members 
Mstep: Class 22 contains 16761 members 
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Iteration 145Q: 11 clusters Score -8.111046e+07 nChanged 788
Entering Unmasked Mstep 
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Mstep: Class 2 contains 196943 members 
Mstep: Class 3 contains 203907 members 
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Mstep: Class 8 contains 158394 members 
Mstep: Class 14 contains 25740 members 
Mstep: Class 20 contains 54869 members 
Mstep: Class 22 contains 16789 members 
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Iteration 146Q: 11 clusters Score -8.111023e+07 nChanged 775
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 196876 members 
Mstep: Class 3 contains 203775 members 
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Mstep: Class 8 contains 158604 members 
Mstep: Class 14 contains 25708 members 
Mstep: Class 20 contains 54861 members 
Mstep: Class 22 contains 16826 members 
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Iteration 147Q: 11 clusters Score -8.111033e+07 nChanged 766
Entering Unmasked Mstep 
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Mstep: Class 2 contains 196804 members 
Mstep: Class 3 contains 203646 members 
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Mstep: Class 8 contains 158818 members 
Mstep: Class 14 contains 25670 members 
Mstep: Class 20 contains 54858 members 
Mstep: Class 22 contains 16855 members 
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Iteration 148Q: 11 clusters Score -8.111043e+07 nChanged 703
Entering Unmasked Mstep 
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Mstep: Class 3 contains 203507 members 
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Mstep: Class 8 contains 158989 members 
Mstep: Class 14 contains 25634 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 16882 members 
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Iteration 149Q: 11 clusters Score -8.111037e+07 nChanged 685
Entering Unmasked Mstep 
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Mstep: Class 8 contains 159153 members 
Mstep: Class 14 contains 25600 members 
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Iteration 150Q: 11 clusters Score -8.111038e+07 nChanged 666
Entering Unmasked Mstep 
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Mstep: Class 2 contains 196689 members 
Mstep: Class 3 contains 203260 members 
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Iteration 151Q: 11 clusters Score -8.111038e+07 nChanged 688
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Mstep: Class 3 contains 203163 members 
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Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 159482 members 
Mstep: Class 14 contains 25527 members 
Mstep: Class 20 contains 54877 members 
Mstep: Class 22 contains 16978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110280.000000 Penalty: 33322.019531
Iteration 152Q: 11 clusters Score -8.111028e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 196509 members 
Mstep: Class 3 contains 203102 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 159655 members 
Mstep: Class 14 contains 25497 members 
Mstep: Class 20 contains 54879 members 
Mstep: Class 22 contains 16998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110208.000000 Penalty: 33322.019531
Iteration 153Q: 11 clusters Score -8.111021e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 196393 members 
Mstep: Class 3 contains 203037 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 159846 members 
Mstep: Class 14 contains 25466 members 
Mstep: Class 20 contains 54883 members 
Mstep: Class 22 contains 17016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110184.000000 Penalty: 33322.019531
Iteration 154Q: 11 clusters Score -8.111018e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 196283 members 
Mstep: Class 3 contains 202967 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 160016 members 
Mstep: Class 14 contains 25446 members 
Mstep: Class 20 contains 54887 members 
Mstep: Class 22 contains 17040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110208.000000 Penalty: 33322.019531
Iteration 155Q: 11 clusters Score -8.111021e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20584 members 
Mstep: Class 2 contains 196175 members 
Mstep: Class 3 contains 202918 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 160188 members 
Mstep: Class 14 contains 25410 members 
Mstep: Class 20 contains 54873 members 
Mstep: Class 22 contains 17073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110304.000000 Penalty: 33322.019531
Iteration 156Q: 11 clusters Score -8.11103e+07 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 196047 members 
Mstep: Class 3 contains 202869 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 160358 members 
Mstep: Class 14 contains 25392 members 
Mstep: Class 20 contains 54868 members 
Mstep: Class 22 contains 17105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110352.000000 Penalty: 33322.019531
Iteration 157Q: 11 clusters Score -8.111035e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 195932 members 
Mstep: Class 3 contains 202827 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 160508 members 
Mstep: Class 14 contains 25371 members 
Mstep: Class 20 contains 54869 members 
Mstep: Class 22 contains 17132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81110416.000000 Penalty: 33322.019531
Iteration 158Q: 11 clusters Score -8.111042e+07 nChanged 648
Entering ConstructFrom: 
Score: -81110416.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20578 members 
Entering Unmasked Estep 
Score: -2474266.750000 Penalty: 2463.130615
	Iteration 0F: 2 clusters Score -2474267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -2459938.250000 Penalty: 4926.261230
	Iteration 0F: 3 clusters Score -2459938 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -2464646.250000 Penalty: 4926.261230
	Iteration 1F: 3 clusters Score -2464646 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -2465065.750000 Penalty: 4926.261230
	Iteration 2F: 3 clusters Score -2465066 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2465447.250000 Penalty: 4926.261230
	Iteration 3Q: 3 clusters Score -2465447 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -2465875.000000 Penalty: 4926.261230
	Iteration 4Q: 3 clusters Score -2465875 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2466383.000000 Penalty: 4926.261230
	Iteration 5Q: 3 clusters Score -2466383 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2466911.500000 Penalty: 4926.261230
	Iteration 6Q: 3 clusters Score -2466912 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2467416.250000 Penalty: 4926.261230
	Iteration 7Q: 3 clusters Score -2467416 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2468026.500000 Penalty: 4926.261230
	Iteration 8Q: 3 clusters Score -2468026 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -2468658.500000 Penalty: 4926.261230
	Iteration 9Q: 3 clusters Score -2468658 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2469332.750000 Penalty: 4926.261230
	Iteration 10Q: 3 clusters Score -2469333 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -2470057.500000 Penalty: 4926.261230
	Iteration 11Q: 3 clusters Score -2470058 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2470708.000000 Penalty: 4926.261230
	Iteration 12Q: 3 clusters Score -2470708 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18906 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2471144.250000 Penalty: 4926.261230
	Iteration 13Q: 3 clusters Score -2471144 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2471462.750000 Penalty: 4926.261230
	Iteration 14Q: 3 clusters Score -2471463 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2471685.000000 Penalty: 4926.261230
	Iteration 15Q: 3 clusters Score -2471685 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -2471822.250000 Penalty: 4926.261230
	Iteration 16Q: 3 clusters Score -2471822 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2471919.000000 Penalty: 4926.261230
	Iteration 17Q: 3 clusters Score -2471919 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2471994.000000 Penalty: 4926.261230
	Iteration 18Q: 3 clusters Score -2471994 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -2472031.500000 Penalty: 4926.261230
	Iteration 19Q: 3 clusters Score -2472032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -2472064.500000 Penalty: 4926.261230
	Iteration 20F: 3 clusters Score -2472064 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2472085.750000 Penalty: 4926.261230
	Iteration 21Q: 3 clusters Score -2472086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -2472111.250000 Penalty: 4926.261230
	Iteration 22Q: 3 clusters Score -2472111 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -2472129.250000 Penalty: 4926.261230
	Iteration 23Q: 3 clusters Score -2472129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -2472143.250000 Penalty: 4926.261230
	Iteration 24Q: 3 clusters Score -2472143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -2472148.000000 Penalty: 4926.261230
	Iteration 25Q: 3 clusters Score -2472148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -2472156.750000 Penalty: 4926.261230
	Iteration 26Q: 3 clusters Score -2472157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -2472164.750000 Penalty: 4926.261230
	Iteration 27Q: 3 clusters Score -2472165 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -2472172.250000 Penalty: 4926.261230
	Iteration 28Q: 3 clusters Score -2472172 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2472176.500000 Penalty: 4926.261230
	Iteration 29Q: 3 clusters Score -2472176 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20199 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -2472187.250000 Penalty: 4926.261230
	Iteration 30Q: 3 clusters Score -2472187 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2472194.750000 Penalty: 4926.261230
	Iteration 31Q: 3 clusters Score -2472195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -2472196.750000 Penalty: 4926.261230
	Iteration 32Q: 3 clusters Score -2472197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2472199.000000 Penalty: 4926.261230
	Iteration 33Q: 3 clusters Score -2472199 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2472199.000000 Penalty: 4926.261230
	Iteration 34F: 3 clusters Score -2472199 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (195833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195833 members 
Entering Unmasked Estep 
Score: -23616460.000000 Penalty: 3021.884277
	Iteration 0F: 2 clusters Score -2.361646e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98088 members 
Mstep: Class 2 contains 97745 members 
Entering Unmasked Estep 
Score: -23489230.000000 Penalty: 6043.768555
	Iteration 0F: 3 clusters Score -2.348923e+07 nChanged 94469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101983 members 
Mstep: Class 2 contains 93850 members 
Entering Unmasked Estep 
Score: -23544802.000000 Penalty: 6043.768555
	Iteration 1F: 3 clusters Score -2.35448e+07 nChanged 6029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104572 members 
Mstep: Class 2 contains 91261 members 
Entering Unmasked Estep 
Score: -23546390.000000 Penalty: 6043.768555
	Iteration 2Q: 3 clusters Score -2.354639e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108680 members 
Mstep: Class 2 contains 87153 members 
Entering Unmasked Estep 
Score: -23548084.000000 Penalty: 6043.768555
	Iteration 3Q: 3 clusters Score -2.354808e+07 nChanged 7898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114948 members 
Mstep: Class 2 contains 80885 members 
Entering Unmasked Estep 
Score: -23550960.000000 Penalty: 6043.768555
	Iteration 4Q: 3 clusters Score -2.355096e+07 nChanged 10109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124067 members 
Mstep: Class 2 contains 71766 members 
Entering Unmasked Estep 
Score: -23555818.000000 Penalty: 6043.768555
	Iteration 5F: 3 clusters Score -2.355582e+07 nChanged 13182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136793 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -23564226.000000 Penalty: 6043.768555
	Iteration 6F: 3 clusters Score -2.356423e+07 nChanged 16264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152935 members 
Mstep: Class 2 contains 42898 members 
Entering Unmasked Estep 
Score: -23577748.000000 Penalty: 6043.768555
	Iteration 7F: 3 clusters Score -2.357775e+07 nChanged 16804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169711 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -23592074.000000 Penalty: 6043.768555
	Iteration 8F: 3 clusters Score -2.359207e+07 nChanged 12887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182584 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -23603648.000000 Penalty: 6043.768555
	Iteration 9F: 3 clusters Score -2.360365e+07 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189800 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -23609998.000000 Penalty: 6043.768555
	Iteration 10Q: 3 clusters Score -2.361e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192995 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -23612280.000000 Penalty: 6043.768555
	Iteration 11Q: 3 clusters Score -2.361228e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194287 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -23613030.000000 Penalty: 6043.768555
	Iteration 12Q: 3 clusters Score -2.361303e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194825 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -23613478.000000 Penalty: 6043.768555
	Iteration 13Q: 3 clusters Score -2.361348e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195071 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -23613668.000000 Penalty: 6043.768555
	Iteration 14Q: 3 clusters Score -2.361367e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195188 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -23613716.000000 Penalty: 6043.768555
	Iteration 15Q: 3 clusters Score -2.361372e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195254 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -23613770.000000 Penalty: 6043.768555
	Iteration 16Q: 3 clusters Score -2.361377e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195293 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -23613826.000000 Penalty: 6043.768555
	Iteration 17Q: 3 clusters Score -2.361383e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195324 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -23613878.000000 Penalty: 6043.768555
	Iteration 18Q: 3 clusters Score -2.361388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195344 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -23613886.000000 Penalty: 6043.768555
	Iteration 19Q: 3 clusters Score -2.361389e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195354 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -23613900.000000 Penalty: 6043.768555
	Iteration 20F: 3 clusters Score -2.36139e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195366 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -23613916.000000 Penalty: 6043.768555
	Iteration 21Q: 3 clusters Score -2.361392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195376 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -23613928.000000 Penalty: 6043.768555
	Iteration 22Q: 3 clusters Score -2.361393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195383 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -23613938.000000 Penalty: 6043.768555
	Iteration 23Q: 3 clusters Score -2.361394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195390 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -23613916.000000 Penalty: 6043.768555
	Iteration 24Q: 3 clusters Score -2.361392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195389 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -23613932.000000 Penalty: 6043.768555
	Iteration 25Q: 3 clusters Score -2.361393e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195387 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -23613938.000000 Penalty: 6043.768555
	Iteration 26Q: 3 clusters Score -2.361394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195388 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -23613944.000000 Penalty: 6043.768555
	Iteration 27Q: 3 clusters Score -2.361394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195389 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -23613938.000000 Penalty: 6043.768555
	Iteration 28Q: 3 clusters Score -2.361394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195389 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -23613938.000000 Penalty: 6043.768555
	Iteration 29F: 3 clusters Score -2.361394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202783 members 
Entering Unmasked Estep 
Score: -24343384.000000 Penalty: 3030.533203
	Iteration 0F: 2 clusters Score -2.434338e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101278 members 
Mstep: Class 2 contains 101505 members 
Entering Unmasked Estep 
Score: -24209946.000000 Penalty: 6061.066406
	Iteration 0F: 3 clusters Score -2.420995e+07 nChanged 97647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98501 members 
Mstep: Class 2 contains 104282 members 
Entering Unmasked Estep 
Score: -24266888.000000 Penalty: 6061.066406
	Iteration 1F: 3 clusters Score -2.426689e+07 nChanged 5452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97013 members 
Mstep: Class 2 contains 105770 members 
Entering Unmasked Estep 
Score: -24268164.000000 Penalty: 6061.066406
	Iteration 2Q: 3 clusters Score -2.426816e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94685 members 
Mstep: Class 2 contains 108098 members 
Entering Unmasked Estep 
Score: -24269992.000000 Penalty: 6061.066406
	Iteration 3Q: 3 clusters Score -2.426999e+07 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91040 members 
Mstep: Class 2 contains 111743 members 
Entering Unmasked Estep 
Score: -24273482.000000 Penalty: 6061.066406
	Iteration 4Q: 3 clusters Score -2.427348e+07 nChanged 10393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Mstep: Class 2 contains 117404 members 
Entering Unmasked Estep 
Score: -24279436.000000 Penalty: 6061.066406
	Iteration 5F: 3 clusters Score -2.427944e+07 nChanged 13593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 125587 members 
Entering Unmasked Estep 
Score: -24288674.000000 Penalty: 6061.066406
	Iteration 6F: 3 clusters Score -2.428867e+07 nChanged 16088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66854 members 
Mstep: Class 2 contains 135929 members 
Entering Unmasked Estep 
Score: -24302798.000000 Penalty: 6061.066406
	Iteration 7F: 3 clusters Score -2.43028e+07 nChanged 16115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57045 members 
Mstep: Class 2 contains 145738 members 
Entering Unmasked Estep 
Score: -24319136.000000 Penalty: 6061.066406
	Iteration 8F: 3 clusters Score -2.431914e+07 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51021 members 
Mstep: Class 2 contains 151762 members 
Entering Unmasked Estep 
Score: -24330676.000000 Penalty: 6061.066406
	Iteration 9F: 3 clusters Score -2.433068e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 154727 members 
Entering Unmasked Estep 
Score: -24335536.000000 Penalty: 6061.066406
	Iteration 10Q: 3 clusters Score -2.433554e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46005 members 
Mstep: Class 2 contains 156778 members 
Entering Unmasked Estep 
Score: -24338212.000000 Penalty: 6061.066406
	Iteration 11Q: 3 clusters Score -2.433821e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 158227 members 
Entering Unmasked Estep 
Score: -24339826.000000 Penalty: 6061.066406
	Iteration 12Q: 3 clusters Score -2.433983e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43498 members 
Mstep: Class 2 contains 159285 members 
Entering Unmasked Estep 
Score: -24340796.000000 Penalty: 6061.066406
	Iteration 13Q: 3 clusters Score -2.43408e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42743 members 
Mstep: Class 2 contains 160040 members 
Entering Unmasked Estep 
Score: -24341378.000000 Penalty: 6061.066406
	Iteration 14Q: 3 clusters Score -2.434138e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 160665 members 
Entering Unmasked Estep 
Score: -24341686.000000 Penalty: 6061.066406
	Iteration 15Q: 3 clusters Score -2.434169e+07 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 161201 members 
Entering Unmasked Estep 
Score: -24341896.000000 Penalty: 6061.066406
	Iteration 16Q: 3 clusters Score -2.43419e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 161716 members 
Entering Unmasked Estep 
Score: -24341994.000000 Penalty: 6061.066406
	Iteration 17Q: 3 clusters Score -2.434199e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 162182 members 
Entering Unmasked Estep 
Score: -24342098.000000 Penalty: 6061.066406
	Iteration 18Q: 3 clusters Score -2.43421e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40103 members 
Mstep: Class 2 contains 162680 members 
Entering Unmasked Estep 
Score: -24342124.000000 Penalty: 6061.066406
	Iteration 19Q: 3 clusters Score -2.434212e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 163174 members 
Entering Unmasked Estep 
Score: -24342162.000000 Penalty: 6061.066406
	Iteration 20F: 3 clusters Score -2.434216e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39127 members 
Mstep: Class 2 contains 163656 members 
Entering Unmasked Estep 
Score: -24342210.000000 Penalty: 6061.066406
	Iteration 21Q: 3 clusters Score -2.434221e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38667 members 
Mstep: Class 2 contains 164116 members 
Entering Unmasked Estep 
Score: -24342282.000000 Penalty: 6061.066406
	Iteration 22Q: 3 clusters Score -2.434228e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 164537 members 
Entering Unmasked Estep 
Score: -24342250.000000 Penalty: 6061.066406
	Iteration 23Q: 3 clusters Score -2.434225e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37831 members 
Mstep: Class 2 contains 164952 members 
Entering Unmasked Estep 
Score: -24342300.000000 Penalty: 6061.066406
	Iteration 24Q: 3 clusters Score -2.43423e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 165340 members 
Entering Unmasked Estep 
Score: -24342294.000000 Penalty: 6061.066406
	Iteration 25Q: 3 clusters Score -2.434229e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 165730 members 
Entering Unmasked Estep 
Score: -24342296.000000 Penalty: 6061.066406
	Iteration 26Q: 3 clusters Score -2.43423e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 166086 members 
Entering Unmasked Estep 
Score: -24342346.000000 Penalty: 6061.066406
	Iteration 27Q: 3 clusters Score -2.434235e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36340 members 
Mstep: Class 2 contains 166443 members 
Entering Unmasked Estep 
Score: -24342358.000000 Penalty: 6061.066406
	Iteration 28Q: 3 clusters Score -2.434236e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 166757 members 
Entering Unmasked Estep 
Score: -24342346.000000 Penalty: 6061.066406
	Iteration 29Q: 3 clusters Score -2.434235e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 167054 members 
Entering Unmasked Estep 
Score: -24342448.000000 Penalty: 6061.066406
	Iteration 30Q: 3 clusters Score -2.434245e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35426 members 
Mstep: Class 2 contains 167357 members 
Entering Unmasked Estep 
Score: -24342454.000000 Penalty: 6061.066406
	Iteration 31Q: 3 clusters Score -2.434245e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 167680 members 
Entering Unmasked Estep 
Score: -24342544.000000 Penalty: 6061.066406
	Iteration 32Q: 3 clusters Score -2.434254e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 167994 members 
Entering Unmasked Estep 
Score: -24342576.000000 Penalty: 6061.066406
	Iteration 33Q: 3 clusters Score -2.434258e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Mstep: Class 2 contains 168284 members 
Entering Unmasked Estep 
Score: -24342556.000000 Penalty: 6061.066406
	Iteration 34Q: 3 clusters Score -2.434256e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34218 members 
Mstep: Class 2 contains 168565 members 
Entering Unmasked Estep 
Score: -24342514.000000 Penalty: 6061.066406
	Iteration 35Q: 3 clusters Score -2.434251e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 168836 members 
Entering Unmasked Estep 
Score: -24342520.000000 Penalty: 6061.066406
	Iteration 36Q: 3 clusters Score -2.434252e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33653 members 
Mstep: Class 2 contains 169130 members 
Entering Unmasked Estep 
Score: -24342548.000000 Penalty: 6061.066406
	Iteration 37Q: 3 clusters Score -2.434255e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33375 members 
Mstep: Class 2 contains 169408 members 
Entering Unmasked Estep 
Score: -24342602.000000 Penalty: 6061.066406
	Iteration 38Q: 3 clusters Score -2.43426e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33100 members 
Mstep: Class 2 contains 169683 members 
Entering Unmasked Estep 
Score: -24342578.000000 Penalty: 6061.066406
	Iteration 39Q: 3 clusters Score -2.434258e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 169973 members 
Entering Unmasked Estep 
Score: -24342574.000000 Penalty: 6061.066406
	Iteration 40F: 3 clusters Score -2.434257e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 170216 members 
Entering Unmasked Estep 
Score: -24342660.000000 Penalty: 6061.066406
	Iteration 41Q: 3 clusters Score -2.434266e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32308 members 
Mstep: Class 2 contains 170475 members 
Entering Unmasked Estep 
Score: -24342644.000000 Penalty: 6061.066406
	Iteration 42Q: 3 clusters Score -2.434264e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 170718 members 
Entering Unmasked Estep 
Score: -24342664.000000 Penalty: 6061.066406
	Iteration 43Q: 3 clusters Score -2.434266e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31845 members 
Mstep: Class 2 contains 170938 members 
Entering Unmasked Estep 
Score: -24342672.000000 Penalty: 6061.066406
	Iteration 44Q: 3 clusters Score -2.434267e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 171191 members 
Entering Unmasked Estep 
Score: -24342740.000000 Penalty: 6061.066406
	Iteration 45Q: 3 clusters Score -2.434274e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31367 members 
Mstep: Class 2 contains 171416 members 
Entering Unmasked Estep 
Score: -24342760.000000 Penalty: 6061.066406
	Iteration 46Q: 3 clusters Score -2.434276e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31146 members 
Mstep: Class 2 contains 171637 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 47Q: 3 clusters Score -2.434276e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 171861 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 48Q: 3 clusters Score -2.434276e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 172061 members 
Entering Unmasked Estep 
Score: -24342762.000000 Penalty: 6061.066406
	Iteration 49Q: 3 clusters Score -2.434276e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30542 members 
Mstep: Class 2 contains 172241 members 
Entering Unmasked Estep 
Score: -24342790.000000 Penalty: 6061.066406
	Iteration 50Q: 3 clusters Score -2.434279e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30361 members 
Mstep: Class 2 contains 172422 members 
Entering Unmasked Estep 
Score: -24342816.000000 Penalty: 6061.066406
	Iteration 51Q: 3 clusters Score -2.434282e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30190 members 
Mstep: Class 2 contains 172593 members 
Entering Unmasked Estep 
Score: -24342808.000000 Penalty: 6061.066406
	Iteration 52Q: 3 clusters Score -2.434281e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 172761 members 
Entering Unmasked Estep 
Score: -24342808.000000 Penalty: 6061.066406
	Iteration 53Q: 3 clusters Score -2.434281e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29839 members 
Mstep: Class 2 contains 172944 members 
Entering Unmasked Estep 
Score: -24342832.000000 Penalty: 6061.066406
	Iteration 54Q: 3 clusters Score -2.434283e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 173123 members 
Entering Unmasked Estep 
Score: -24342836.000000 Penalty: 6061.066406
	Iteration 55Q: 3 clusters Score -2.434284e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 173309 members 
Entering Unmasked Estep 
Score: -24342808.000000 Penalty: 6061.066406
	Iteration 56Q: 3 clusters Score -2.434281e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 173498 members 
Entering Unmasked Estep 
Score: -24342794.000000 Penalty: 6061.066406
	Iteration 57Q: 3 clusters Score -2.434279e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 173678 members 
Entering Unmasked Estep 
Score: -24342770.000000 Penalty: 6061.066406
	Iteration 58Q: 3 clusters Score -2.434277e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 173870 members 
Entering Unmasked Estep 
Score: -24342804.000000 Penalty: 6061.066406
	Iteration 59Q: 3 clusters Score -2.43428e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28731 members 
Mstep: Class 2 contains 174052 members 
Entering Unmasked Estep 
Score: -24342830.000000 Penalty: 6061.066406
	Iteration 60F: 3 clusters Score -2.434283e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 174236 members 
Entering Unmasked Estep 
Score: -24342816.000000 Penalty: 6061.066406
	Iteration 61Q: 3 clusters Score -2.434282e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28361 members 
Mstep: Class 2 contains 174422 members 
Entering Unmasked Estep 
Score: -24342860.000000 Penalty: 6061.066406
	Iteration 62Q: 3 clusters Score -2.434286e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28176 members 
Mstep: Class 2 contains 174607 members 
Entering Unmasked Estep 
Score: -24342894.000000 Penalty: 6061.066406
	Iteration 63Q: 3 clusters Score -2.434289e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 174758 members 
Entering Unmasked Estep 
Score: -24342872.000000 Penalty: 6061.066406
	Iteration 64Q: 3 clusters Score -2.434287e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 174897 members 
Entering Unmasked Estep 
Score: -24342898.000000 Penalty: 6061.066406
	Iteration 65Q: 3 clusters Score -2.43429e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 175040 members 
Entering Unmasked Estep 
Score: -24342864.000000 Penalty: 6061.066406
	Iteration 66Q: 3 clusters Score -2.434286e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27597 members 
Mstep: Class 2 contains 175186 members 
Entering Unmasked Estep 
Score: -24342856.000000 Penalty: 6061.066406
	Iteration 67Q: 3 clusters Score -2.434286e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 175310 members 
Entering Unmasked Estep 
Score: -24342846.000000 Penalty: 6061.066406
	Iteration 68Q: 3 clusters Score -2.434285e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27319 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -24342876.000000 Penalty: 6061.066406
	Iteration 69Q: 3 clusters Score -2.434288e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 175603 members 
Entering Unmasked Estep 
Score: -24342850.000000 Penalty: 6061.066406
	Iteration 70Q: 3 clusters Score -2.434285e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27031 members 
Mstep: Class 2 contains 175752 members 
Entering Unmasked Estep 
Score: -24342860.000000 Penalty: 6061.066406
	Iteration 71Q: 3 clusters Score -2.434286e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 175916 members 
Entering Unmasked Estep 
Score: -24342806.000000 Penalty: 6061.066406
	Iteration 72Q: 3 clusters Score -2.434281e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 176064 members 
Entering Unmasked Estep 
Score: -24342826.000000 Penalty: 6061.066406
	Iteration 73Q: 3 clusters Score -2.434283e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 176221 members 
Entering Unmasked Estep 
Score: -24342872.000000 Penalty: 6061.066406
	Iteration 74Q: 3 clusters Score -2.434287e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 176401 members 
Entering Unmasked Estep 
Score: -24342872.000000 Penalty: 6061.066406
	Iteration 75Q: 3 clusters Score -2.434287e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 176584 members 
Entering Unmasked Estep 
Score: -24342792.000000 Penalty: 6061.066406
	Iteration 76Q: 3 clusters Score -2.434279e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 176771 members 
Entering Unmasked Estep 
Score: -24342806.000000 Penalty: 6061.066406
	Iteration 77Q: 3 clusters Score -2.434281e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 176936 members 
Entering Unmasked Estep 
Score: -24342784.000000 Penalty: 6061.066406
	Iteration 78Q: 3 clusters Score -2.434278e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 177096 members 
Entering Unmasked Estep 
Score: -24342748.000000 Penalty: 6061.066406
	Iteration 79Q: 3 clusters Score -2.434275e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25547 members 
Mstep: Class 2 contains 177236 members 
Entering Unmasked Estep 
Score: -24342772.000000 Penalty: 6061.066406
	Iteration 80F: 3 clusters Score -2.434277e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 177384 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 81Q: 3 clusters Score -2.434276e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 177532 members 
Entering Unmasked Estep 
Score: -24342776.000000 Penalty: 6061.066406
	Iteration 82Q: 3 clusters Score -2.434278e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 177703 members 
Entering Unmasked Estep 
Score: -24342744.000000 Penalty: 6061.066406
	Iteration 83Q: 3 clusters Score -2.434274e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 177850 members 
Entering Unmasked Estep 
Score: -24342768.000000 Penalty: 6061.066406
	Iteration 84Q: 3 clusters Score -2.434277e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24814 members 
Mstep: Class 2 contains 177969 members 
Entering Unmasked Estep 
Score: -24342762.000000 Penalty: 6061.066406
	Iteration 85Q: 3 clusters Score -2.434276e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 178104 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 86Q: 3 clusters Score -2.434276e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24532 members 
Mstep: Class 2 contains 178251 members 
Entering Unmasked Estep 
Score: -24342764.000000 Penalty: 6061.066406
	Iteration 87Q: 3 clusters Score -2.434276e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 178413 members 
Entering Unmasked Estep 
Score: -24342766.000000 Penalty: 6061.066406
	Iteration 88Q: 3 clusters Score -2.434277e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 178587 members 
Entering Unmasked Estep 
Score: -24342776.000000 Penalty: 6061.066406
	Iteration 89Q: 3 clusters Score -2.434278e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24048 members 
Mstep: Class 2 contains 178735 members 
Entering Unmasked Estep 
Score: -24342800.000000 Penalty: 6061.066406
	Iteration 90Q: 3 clusters Score -2.43428e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 178892 members 
Entering Unmasked Estep 
Score: -24342792.000000 Penalty: 6061.066406
	Iteration 91Q: 3 clusters Score -2.434279e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 179039 members 
Entering Unmasked Estep 
Score: -24342800.000000 Penalty: 6061.066406
	Iteration 92Q: 3 clusters Score -2.43428e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 179198 members 
Entering Unmasked Estep 
Score: -24342790.000000 Penalty: 6061.066406
	Iteration 93Q: 3 clusters Score -2.434279e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23439 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -24342718.000000 Penalty: 6061.066406
	Iteration 94Q: 3 clusters Score -2.434272e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -24342790.000000 Penalty: 6061.066406
	Iteration 95Q: 3 clusters Score -2.434279e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 179633 members 
Entering Unmasked Estep 
Score: -24342790.000000 Penalty: 6061.066406
	Iteration 96Q: 3 clusters Score -2.434279e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 179791 members 
Entering Unmasked Estep 
Score: -24342746.000000 Penalty: 6061.066406
	Iteration 97Q: 3 clusters Score -2.434275e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 179934 members 
Entering Unmasked Estep 
Score: -24342720.000000 Penalty: 6061.066406
	Iteration 98Q: 3 clusters Score -2.434272e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 180051 members 
Entering Unmasked Estep 
Score: -24342706.000000 Penalty: 6061.066406
	Iteration 99Q: 3 clusters Score -2.434271e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22608 members 
Mstep: Class 2 contains 180175 members 
Entering Unmasked Estep 
Score: -24342712.000000 Penalty: 6061.066406
	Iteration 100F: 3 clusters Score -2.434271e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 180306 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 101Q: 3 clusters Score -2.434276e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 180427 members 
Entering Unmasked Estep 
Score: -24342762.000000 Penalty: 6061.066406
	Iteration 102Q: 3 clusters Score -2.434276e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 180539 members 
Entering Unmasked Estep 
Score: -24342752.000000 Penalty: 6061.066406
	Iteration 103Q: 3 clusters Score -2.434275e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 180662 members 
Entering Unmasked Estep 
Score: -24342758.000000 Penalty: 6061.066406
	Iteration 104Q: 3 clusters Score -2.434276e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 180795 members 
Entering Unmasked Estep 
Score: -24342774.000000 Penalty: 6061.066406
	Iteration 105Q: 3 clusters Score -2.434277e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21887 members 
Mstep: Class 2 contains 180896 members 
Entering Unmasked Estep 
Score: -24342766.000000 Penalty: 6061.066406
	Iteration 106Q: 3 clusters Score -2.434277e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 180999 members 
Entering Unmasked Estep 
Score: -24342786.000000 Penalty: 6061.066406
	Iteration 107Q: 3 clusters Score -2.434279e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21688 members 
Mstep: Class 2 contains 181095 members 
Entering Unmasked Estep 
Score: -24342814.000000 Penalty: 6061.066406
	Iteration 108Q: 3 clusters Score -2.434281e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 181204 members 
Entering Unmasked Estep 
Score: -24342792.000000 Penalty: 6061.066406
	Iteration 109Q: 3 clusters Score -2.434279e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 181299 members 
Entering Unmasked Estep 
Score: -24342798.000000 Penalty: 6061.066406
	Iteration 110Q: 3 clusters Score -2.43428e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 181378 members 
Entering Unmasked Estep 
Score: -24342856.000000 Penalty: 6061.066406
	Iteration 111Q: 3 clusters Score -2.434286e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 181465 members 
Entering Unmasked Estep 
Score: -24342870.000000 Penalty: 6061.066406
	Iteration 112Q: 3 clusters Score -2.434287e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 181554 members 
Entering Unmasked Estep 
Score: -24342850.000000 Penalty: 6061.066406
	Iteration 113Q: 3 clusters Score -2.434285e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 181650 members 
Entering Unmasked Estep 
Score: -24342860.000000 Penalty: 6061.066406
	Iteration 114Q: 3 clusters Score -2.434286e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 181755 members 
Entering Unmasked Estep 
Score: -24342842.000000 Penalty: 6061.066406
	Iteration 115Q: 3 clusters Score -2.434284e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 181870 members 
Entering Unmasked Estep 
Score: -24342828.000000 Penalty: 6061.066406
	Iteration 116Q: 3 clusters Score -2.434283e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20787 members 
Mstep: Class 2 contains 181996 members 
Entering Unmasked Estep 
Score: -24342812.000000 Penalty: 6061.066406
	Iteration 117Q: 3 clusters Score -2.434281e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 182104 members 
Entering Unmasked Estep 
Score: -24342808.000000 Penalty: 6061.066406
	Iteration 118Q: 3 clusters Score -2.434281e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 182229 members 
Entering Unmasked Estep 
Score: -24342820.000000 Penalty: 6061.066406
	Iteration 119Q: 3 clusters Score -2.434282e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 182331 members 
Entering Unmasked Estep 
Score: -24342804.000000 Penalty: 6061.066406
	Iteration 120F: 3 clusters Score -2.43428e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 182431 members 
Entering Unmasked Estep 
Score: -24342858.000000 Penalty: 6061.066406
	Iteration 121Q: 3 clusters Score -2.434286e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 182545 members 
Entering Unmasked Estep 
Score: -24342850.000000 Penalty: 6061.066406
	Iteration 122Q: 3 clusters Score -2.434285e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 182671 members 
Entering Unmasked Estep 
Score: -24342806.000000 Penalty: 6061.066406
	Iteration 123Q: 3 clusters Score -2.434281e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 182779 members 
Entering Unmasked Estep 
Score: -24342804.000000 Penalty: 6061.066406
	Iteration 124Q: 3 clusters Score -2.43428e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 182903 members 
Entering Unmasked Estep 
Score: -24342798.000000 Penalty: 6061.066406
	Iteration 125Q: 3 clusters Score -2.43428e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19759 members 
Mstep: Class 2 contains 183024 members 
Entering Unmasked Estep 
Score: -24342770.000000 Penalty: 6061.066406
	Iteration 126Q: 3 clusters Score -2.434277e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 183145 members 
Entering Unmasked Estep 
Score: -24342792.000000 Penalty: 6061.066406
	Iteration 127Q: 3 clusters Score -2.434279e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 183246 members 
Entering Unmasked Estep 
Score: -24342818.000000 Penalty: 6061.066406
	Iteration 128Q: 3 clusters Score -2.434282e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 183334 members 
Entering Unmasked Estep 
Score: -24342834.000000 Penalty: 6061.066406
	Iteration 129Q: 3 clusters Score -2.434283e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 183431 members 
Entering Unmasked Estep 
Score: -24342828.000000 Penalty: 6061.066406
	Iteration 130Q: 3 clusters Score -2.434283e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 183526 members 
Entering Unmasked Estep 
Score: -24342828.000000 Penalty: 6061.066406
	Iteration 131Q: 3 clusters Score -2.434283e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 183614 members 
Entering Unmasked Estep 
Score: -24342810.000000 Penalty: 6061.066406
	Iteration 132Q: 3 clusters Score -2.434281e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 183690 members 
Entering Unmasked Estep 
Score: -24342818.000000 Penalty: 6061.066406
	Iteration 133Q: 3 clusters Score -2.434282e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 183760 members 
Entering Unmasked Estep 
Score: -24342786.000000 Penalty: 6061.066406
	Iteration 134Q: 3 clusters Score -2.434279e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 183840 members 
Entering Unmasked Estep 
Score: -24342784.000000 Penalty: 6061.066406
	Iteration 135Q: 3 clusters Score -2.434278e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 183935 members 
Entering Unmasked Estep 
Score: -24342826.000000 Penalty: 6061.066406
	Iteration 136Q: 3 clusters Score -2.434283e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 184044 members 
Entering Unmasked Estep 
Score: -24342800.000000 Penalty: 6061.066406
	Iteration 137Q: 3 clusters Score -2.43428e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 184152 members 
Entering Unmasked Estep 
Score: -24342786.000000 Penalty: 6061.066406
	Iteration 138Q: 3 clusters Score -2.434279e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 184268 members 
Entering Unmasked Estep 
Score: -24342826.000000 Penalty: 6061.066406
	Iteration 139Q: 3 clusters Score -2.434283e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 184383 members 
Entering Unmasked Estep 
Score: -24342806.000000 Penalty: 6061.066406
	Iteration 140F: 3 clusters Score -2.434281e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 184516 members 
Entering Unmasked Estep 
Score: -24342794.000000 Penalty: 6061.066406
	Iteration 141Q: 3 clusters Score -2.434279e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 184653 members 
Entering Unmasked Estep 
Score: -24342804.000000 Penalty: 6061.066406
	Iteration 142Q: 3 clusters Score -2.43428e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 184807 members 
Entering Unmasked Estep 
Score: -24342828.000000 Penalty: 6061.066406
	Iteration 143Q: 3 clusters Score -2.434283e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 184972 members 
Entering Unmasked Estep 
Score: -24342830.000000 Penalty: 6061.066406
	Iteration 144Q: 3 clusters Score -2.434283e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 185146 members 
Entering Unmasked Estep 
Score: -24342826.000000 Penalty: 6061.066406
	Iteration 145Q: 3 clusters Score -2.434283e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 185321 members 
Entering Unmasked Estep 
Score: -24342842.000000 Penalty: 6061.066406
	Iteration 146Q: 3 clusters Score -2.434284e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 185486 members 
Entering Unmasked Estep 
Score: -24342796.000000 Penalty: 6061.066406
	Iteration 147Q: 3 clusters Score -2.43428e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 185629 members 
Entering Unmasked Estep 
Score: -24342786.000000 Penalty: 6061.066406
	Iteration 148Q: 3 clusters Score -2.434279e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 185764 members 
Entering Unmasked Estep 
Score: -24342816.000000 Penalty: 6061.066406
	Iteration 149Q: 3 clusters Score -2.434282e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 185908 members 
Entering Unmasked Estep 
Score: -24342794.000000 Penalty: 6061.066406
	Iteration 150Q: 3 clusters Score -2.434279e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 186047 members 
Entering Unmasked Estep 
Score: -24342790.000000 Penalty: 6061.066406
	Iteration 151Q: 3 clusters Score -2.434279e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 186186 members 
Entering Unmasked Estep 
Score: -24342812.000000 Penalty: 6061.066406
	Iteration 152Q: 3 clusters Score -2.434281e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 186326 members 
Entering Unmasked Estep 
Score: -24342838.000000 Penalty: 6061.066406
	Iteration 153Q: 3 clusters Score -2.434284e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 186447 members 
Entering Unmasked Estep 
Score: -24342846.000000 Penalty: 6061.066406
	Iteration 154Q: 3 clusters Score -2.434285e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 186561 members 
Entering Unmasked Estep 
Score: -24342766.000000 Penalty: 6061.066406
	Iteration 155Q: 3 clusters Score -2.434277e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 186680 members 
Entering Unmasked Estep 
Score: -24342794.000000 Penalty: 6061.066406
	Iteration 156Q: 3 clusters Score -2.434279e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 186803 members 
Entering Unmasked Estep 
Score: -24342800.000000 Penalty: 6061.066406
	Iteration 157Q: 3 clusters Score -2.43428e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 186915 members 
Entering Unmasked Estep 
Score: -24342832.000000 Penalty: 6061.066406
	Iteration 158Q: 3 clusters Score -2.434283e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 187030 members 
Entering Unmasked Estep 
Score: -24342840.000000 Penalty: 6061.066406
	Iteration 159Q: 3 clusters Score -2.434284e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 187142 members 
Entering Unmasked Estep 
Score: -24342818.000000 Penalty: 6061.066406
	Iteration 160F: 3 clusters Score -2.434282e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 187256 members 
Entering Unmasked Estep 
Score: -24342816.000000 Penalty: 6061.066406
	Iteration 161Q: 3 clusters Score -2.434282e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 187377 members 
Entering Unmasked Estep 
Score: -24342840.000000 Penalty: 6061.066406
	Iteration 162Q: 3 clusters Score -2.434284e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 187495 members 
Entering Unmasked Estep 
Score: -24342828.000000 Penalty: 6061.066406
	Iteration 163Q: 3 clusters Score -2.434283e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 187619 members 
Entering Unmasked Estep 
Score: -24342862.000000 Penalty: 6061.066406
	Iteration 164Q: 3 clusters Score -2.434286e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 187725 members 
Entering Unmasked Estep 
Score: -24342830.000000 Penalty: 6061.066406
	Iteration 165Q: 3 clusters Score -2.434283e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 187833 members 
Entering Unmasked Estep 
Score: -24342780.000000 Penalty: 6061.066406
	Iteration 166Q: 3 clusters Score -2.434278e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 187941 members 
Entering Unmasked Estep 
Score: -24342758.000000 Penalty: 6061.066406
	Iteration 167Q: 3 clusters Score -2.434276e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 188040 members 
Entering Unmasked Estep 
Score: -24342768.000000 Penalty: 6061.066406
	Iteration 168Q: 3 clusters Score -2.434277e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 188110 members 
Entering Unmasked Estep 
Score: -24342754.000000 Penalty: 6061.066406
	Iteration 169Q: 3 clusters Score -2.434275e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 188186 members 
Entering Unmasked Estep 
Score: -24342758.000000 Penalty: 6061.066406
	Iteration 170Q: 3 clusters Score -2.434276e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 188250 members 
Entering Unmasked Estep 
Score: -24342738.000000 Penalty: 6061.066406
	Iteration 171Q: 3 clusters Score -2.434274e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 188314 members 
Entering Unmasked Estep 
Score: -24342724.000000 Penalty: 6061.066406
	Iteration 172Q: 3 clusters Score -2.434272e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 188374 members 
Entering Unmasked Estep 
Score: -24342742.000000 Penalty: 6061.066406
	Iteration 173Q: 3 clusters Score -2.434274e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 188441 members 
Entering Unmasked Estep 
Score: -24342746.000000 Penalty: 6061.066406
	Iteration 174Q: 3 clusters Score -2.434275e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 188502 members 
Entering Unmasked Estep 
Score: -24342750.000000 Penalty: 6061.066406
	Iteration 175Q: 3 clusters Score -2.434275e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 188570 members 
Entering Unmasked Estep 
Score: -24342788.000000 Penalty: 6061.066406
	Iteration 176Q: 3 clusters Score -2.434279e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 188647 members 
Entering Unmasked Estep 
Score: -24342790.000000 Penalty: 6061.066406
	Iteration 177Q: 3 clusters Score -2.434279e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 188725 members 
Entering Unmasked Estep 
Score: -24342762.000000 Penalty: 6061.066406
	Iteration 178Q: 3 clusters Score -2.434276e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 188804 members 
Entering Unmasked Estep 
Score: -24342724.000000 Penalty: 6061.066406
	Iteration 179Q: 3 clusters Score -2.434272e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 188884 members 
Entering Unmasked Estep 
Score: -24342744.000000 Penalty: 6061.066406
	Iteration 180F: 3 clusters Score -2.434274e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 188945 members 
Entering Unmasked Estep 
Score: -24342740.000000 Penalty: 6061.066406
	Iteration 181Q: 3 clusters Score -2.434274e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 189007 members 
Entering Unmasked Estep 
Score: -24342708.000000 Penalty: 6061.066406
	Iteration 182Q: 3 clusters Score -2.434271e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 189067 members 
Entering Unmasked Estep 
Score: -24342718.000000 Penalty: 6061.066406
	Iteration 183Q: 3 clusters Score -2.434272e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 189124 members 
Entering Unmasked Estep 
Score: -24342726.000000 Penalty: 6061.066406
	Iteration 184Q: 3 clusters Score -2.434273e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 189190 members 
Entering Unmasked Estep 
Score: -24342758.000000 Penalty: 6061.066406
	Iteration 185Q: 3 clusters Score -2.434276e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 189257 members 
Entering Unmasked Estep 
Score: -24342726.000000 Penalty: 6061.066406
	Iteration 186Q: 3 clusters Score -2.434273e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 189334 members 
Entering Unmasked Estep 
Score: -24342728.000000 Penalty: 6061.066406
	Iteration 187Q: 3 clusters Score -2.434273e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 189409 members 
Entering Unmasked Estep 
Score: -24342744.000000 Penalty: 6061.066406
	Iteration 188Q: 3 clusters Score -2.434274e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 189491 members 
Entering Unmasked Estep 
Score: -24342750.000000 Penalty: 6061.066406
	Iteration 189Q: 3 clusters Score -2.434275e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 189572 members 
Entering Unmasked Estep 
Score: -24342754.000000 Penalty: 6061.066406
	Iteration 190Q: 3 clusters Score -2.434275e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 189650 members 
Entering Unmasked Estep 
Score: -24342738.000000 Penalty: 6061.066406
	Iteration 191Q: 3 clusters Score -2.434274e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13060 members 
Mstep: Class 2 contains 189723 members 
Entering Unmasked Estep 
Score: -24342732.000000 Penalty: 6061.066406
	Iteration 192Q: 3 clusters Score -2.434273e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 189792 members 
Entering Unmasked Estep 
Score: -24342738.000000 Penalty: 6061.066406
	Iteration 193Q: 3 clusters Score -2.434274e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 189869 members 
Entering Unmasked Estep 
Score: -24342750.000000 Penalty: 6061.066406
	Iteration 194Q: 3 clusters Score -2.434275e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 189943 members 
Entering Unmasked Estep 
Score: -24342722.000000 Penalty: 6061.066406
	Iteration 195Q: 3 clusters Score -2.434272e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -24342724.000000 Penalty: 6061.066406
	Iteration 196Q: 3 clusters Score -2.434272e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 190109 members 
Entering Unmasked Estep 
Score: -24342686.000000 Penalty: 6061.066406
	Iteration 197Q: 3 clusters Score -2.434269e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 190197 members 
Entering Unmasked Estep 
Score: -24342690.000000 Penalty: 6061.066406
	Iteration 198Q: 3 clusters Score -2.434269e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 190278 members 
Entering Unmasked Estep 
Score: -24342692.000000 Penalty: 6061.066406
	Iteration 199Q: 3 clusters Score -2.434269e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 190352 members 
Entering Unmasked Estep 
Score: -24342720.000000 Penalty: 6061.066406
	Iteration 200F: 3 clusters Score -2.434272e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 190435 members 
Entering Unmasked Estep 
Score: -24342730.000000 Penalty: 6061.066406
	Iteration 201Q: 3 clusters Score -2.434273e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 190522 members 
Entering Unmasked Estep 
Score: -24342746.000000 Penalty: 6061.066406
	Iteration 202Q: 3 clusters Score -2.434275e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 190606 members 
Entering Unmasked Estep 
Score: -24342740.000000 Penalty: 6061.066406
	Iteration 203Q: 3 clusters Score -2.434274e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 190684 members 
Entering Unmasked Estep 
Score: -24342738.000000 Penalty: 6061.066406
	Iteration 204Q: 3 clusters Score -2.434274e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 190768 members 
Entering Unmasked Estep 
Score: -24342738.000000 Penalty: 6061.066406
	Iteration 205Q: 3 clusters Score -2.434274e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 190847 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 206Q: 3 clusters Score -2.434276e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 190925 members 
Entering Unmasked Estep 
Score: -24342772.000000 Penalty: 6061.066406
	Iteration 207Q: 3 clusters Score -2.434277e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 191004 members 
Entering Unmasked Estep 
Score: -24342796.000000 Penalty: 6061.066406
	Iteration 208Q: 3 clusters Score -2.43428e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 191088 members 
Entering Unmasked Estep 
Score: -24342796.000000 Penalty: 6061.066406
	Iteration 209Q: 3 clusters Score -2.43428e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 191181 members 
Entering Unmasked Estep 
Score: -24342794.000000 Penalty: 6061.066406
	Iteration 210Q: 3 clusters Score -2.434279e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 191282 members 
Entering Unmasked Estep 
Score: -24342758.000000 Penalty: 6061.066406
	Iteration 211Q: 3 clusters Score -2.434276e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 191387 members 
Entering Unmasked Estep 
Score: -24342768.000000 Penalty: 6061.066406
	Iteration 212Q: 3 clusters Score -2.434277e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 191484 members 
Entering Unmasked Estep 
Score: -24342778.000000 Penalty: 6061.066406
	Iteration 213Q: 3 clusters Score -2.434278e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 191575 members 
Entering Unmasked Estep 
Score: -24342762.000000 Penalty: 6061.066406
	Iteration 214Q: 3 clusters Score -2.434276e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 191652 members 
Entering Unmasked Estep 
Score: -24342748.000000 Penalty: 6061.066406
	Iteration 215Q: 3 clusters Score -2.434275e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 191725 members 
Entering Unmasked Estep 
Score: -24342746.000000 Penalty: 6061.066406
	Iteration 216Q: 3 clusters Score -2.434275e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 191810 members 
Entering Unmasked Estep 
Score: -24342738.000000 Penalty: 6061.066406
	Iteration 217Q: 3 clusters Score -2.434274e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 191887 members 
Entering Unmasked Estep 
Score: -24342760.000000 Penalty: 6061.066406
	Iteration 218Q: 3 clusters Score -2.434276e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 191955 members 
Entering Unmasked Estep 
Score: -24342778.000000 Penalty: 6061.066406
	Iteration 219Q: 3 clusters Score -2.434278e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 192010 members 
Entering Unmasked Estep 
Score: -24342762.000000 Penalty: 6061.066406
	Iteration 220F: 3 clusters Score -2.434276e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 192071 members 
Entering Unmasked Estep 
Score: -24342816.000000 Penalty: 6061.066406
	Iteration 221Q: 3 clusters Score -2.434282e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 192125 members 
Entering Unmasked Estep 
Score: -24342790.000000 Penalty: 6061.066406
	Iteration 222Q: 3 clusters Score -2.434279e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 192176 members 
Entering Unmasked Estep 
Score: -24342798.000000 Penalty: 6061.066406
	Iteration 223Q: 3 clusters Score -2.43428e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 192218 members 
Entering Unmasked Estep 
Score: -24342798.000000 Penalty: 6061.066406
	Iteration 224Q: 3 clusters Score -2.43428e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 192272 members 
Entering Unmasked Estep 
Score: -24342788.000000 Penalty: 6061.066406
	Iteration 225Q: 3 clusters Score -2.434279e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 192328 members 
Entering Unmasked Estep 
Score: -24342762.000000 Penalty: 6061.066406
	Iteration 226Q: 3 clusters Score -2.434276e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 192376 members 
Entering Unmasked Estep 
Score: -24342786.000000 Penalty: 6061.066406
	Iteration 227Q: 3 clusters Score -2.434279e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 192427 members 
Entering Unmasked Estep 
Score: -24342806.000000 Penalty: 6061.066406
	Iteration 228Q: 3 clusters Score -2.434281e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 192488 members 
Entering Unmasked Estep 
Score: -24342824.000000 Penalty: 6061.066406
	Iteration 229Q: 3 clusters Score -2.434282e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 192545 members 
Entering Unmasked Estep 
Score: -24342848.000000 Penalty: 6061.066406
	Iteration 230Q: 3 clusters Score -2.434285e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 192594 members 
Entering Unmasked Estep 
Score: -24342844.000000 Penalty: 6061.066406
	Iteration 231Q: 3 clusters Score -2.434284e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 192643 members 
Entering Unmasked Estep 
Score: -24342856.000000 Penalty: 6061.066406
	Iteration 232Q: 3 clusters Score -2.434286e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 192692 members 
Entering Unmasked Estep 
Score: -24342838.000000 Penalty: 6061.066406
	Iteration 233Q: 3 clusters Score -2.434284e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 192723 members 
Entering Unmasked Estep 
Score: -24342814.000000 Penalty: 6061.066406
	Iteration 234Q: 3 clusters Score -2.434281e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 192754 members 
Entering Unmasked Estep 
Score: -24342818.000000 Penalty: 6061.066406
	Iteration 235Q: 3 clusters Score -2.434282e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 192786 members 
Entering Unmasked Estep 
Score: -24342842.000000 Penalty: 6061.066406
	Iteration 236Q: 3 clusters Score -2.434284e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 192808 members 
Entering Unmasked Estep 
Score: -24342846.000000 Penalty: 6061.066406
	Iteration 237Q: 3 clusters Score -2.434285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 192829 members 
Entering Unmasked Estep 
Score: -24342842.000000 Penalty: 6061.066406
	Iteration 238Q: 3 clusters Score -2.434284e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 192853 members 
Entering Unmasked Estep 
Score: -24342836.000000 Penalty: 6061.066406
	Iteration 239Q: 3 clusters Score -2.434284e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 192881 members 
Entering Unmasked Estep 
Score: -24342846.000000 Penalty: 6061.066406
	Iteration 240F: 3 clusters Score -2.434285e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 192902 members 
Entering Unmasked Estep 
Score: -24342828.000000 Penalty: 6061.066406
	Iteration 241Q: 3 clusters Score -2.434283e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 192922 members 
Entering Unmasked Estep 
Score: -24342842.000000 Penalty: 6061.066406
	Iteration 242Q: 3 clusters Score -2.434284e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 192940 members 
Entering Unmasked Estep 
Score: -24342824.000000 Penalty: 6061.066406
	Iteration 243Q: 3 clusters Score -2.434282e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 192966 members 
Entering Unmasked Estep 
Score: -24342826.000000 Penalty: 6061.066406
	Iteration 244Q: 3 clusters Score -2.434283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 192984 members 
Entering Unmasked Estep 
Score: -24342834.000000 Penalty: 6061.066406
	Iteration 245Q: 3 clusters Score -2.434283e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 193000 members 
Entering Unmasked Estep 
Score: -24342850.000000 Penalty: 6061.066406
	Iteration 246Q: 3 clusters Score -2.434285e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 193015 members 
Entering Unmasked Estep 
Score: -24342826.000000 Penalty: 6061.066406
	Iteration 247Q: 3 clusters Score -2.434283e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 193035 members 
Entering Unmasked Estep 
Score: -24342822.000000 Penalty: 6061.066406
	Iteration 248Q: 3 clusters Score -2.434282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9731 members 
Mstep: Class 2 contains 193052 members 
Entering Unmasked Estep 
Score: -24342842.000000 Penalty: 6061.066406
	Iteration 249Q: 3 clusters Score -2.434284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 193064 members 
Entering Unmasked Estep 
Score: -24342848.000000 Penalty: 6061.066406
	Iteration 250Q: 3 clusters Score -2.434285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 193077 members 
Entering Unmasked Estep 
Score: -24342844.000000 Penalty: 6061.066406
	Iteration 251Q: 3 clusters Score -2.434284e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 193089 members 
Entering Unmasked Estep 
Score: -24342836.000000 Penalty: 6061.066406
	Iteration 252Q: 3 clusters Score -2.434284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 193098 members 
Entering Unmasked Estep 
Score: -24342808.000000 Penalty: 6061.066406
	Iteration 253Q: 3 clusters Score -2.434281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 193104 members 
Entering Unmasked Estep 
Score: -24342822.000000 Penalty: 6061.066406
	Iteration 254Q: 3 clusters Score -2.434282e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 193114 members 
Entering Unmasked Estep 
Score: -24342802.000000 Penalty: 6061.066406
	Iteration 255Q: 3 clusters Score -2.43428e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 193130 members 
Entering Unmasked Estep 
Score: -24342800.000000 Penalty: 6061.066406
	Iteration 256Q: 3 clusters Score -2.43428e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 193145 members 
Entering Unmasked Estep 
Score: -24342784.000000 Penalty: 6061.066406
	Iteration 257Q: 3 clusters Score -2.434278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 193165 members 
Entering Unmasked Estep 
Score: -24342776.000000 Penalty: 6061.066406
	Iteration 258Q: 3 clusters Score -2.434278e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 193187 members 
Entering Unmasked Estep 
Score: -24342768.000000 Penalty: 6061.066406
	Iteration 259Q: 3 clusters Score -2.434277e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9572 members 
Mstep: Class 2 contains 193211 members 
Entering Unmasked Estep 
Score: -24342716.000000 Penalty: 6061.066406
	Iteration 260F: 3 clusters Score -2.434272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 193227 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 261Q: 3 clusters Score -2.434276e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 193246 members 
Entering Unmasked Estep 
Score: -24342770.000000 Penalty: 6061.066406
	Iteration 262Q: 3 clusters Score -2.434277e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 193267 members 
Entering Unmasked Estep 
Score: -24342742.000000 Penalty: 6061.066406
	Iteration 263Q: 3 clusters Score -2.434274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 193283 members 
Entering Unmasked Estep 
Score: -24342740.000000 Penalty: 6061.066406
	Iteration 264Q: 3 clusters Score -2.434274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 193297 members 
Entering Unmasked Estep 
Score: -24342736.000000 Penalty: 6061.066406
	Iteration 265Q: 3 clusters Score -2.434274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 193310 members 
Entering Unmasked Estep 
Score: -24342740.000000 Penalty: 6061.066406
	Iteration 266Q: 3 clusters Score -2.434274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 193328 members 
Entering Unmasked Estep 
Score: -24342722.000000 Penalty: 6061.066406
	Iteration 267Q: 3 clusters Score -2.434272e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 193343 members 
Entering Unmasked Estep 
Score: -24342742.000000 Penalty: 6061.066406
	Iteration 268Q: 3 clusters Score -2.434274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 193355 members 
Entering Unmasked Estep 
Score: -24342734.000000 Penalty: 6061.066406
	Iteration 269Q: 3 clusters Score -2.434273e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 193369 members 
Entering Unmasked Estep 
Score: -24342736.000000 Penalty: 6061.066406
	Iteration 270Q: 3 clusters Score -2.434274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 193381 members 
Entering Unmasked Estep 
Score: -24342732.000000 Penalty: 6061.066406
	Iteration 271Q: 3 clusters Score -2.434273e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 193399 members 
Entering Unmasked Estep 
Score: -24342744.000000 Penalty: 6061.066406
	Iteration 272Q: 3 clusters Score -2.434274e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 193412 members 
Entering Unmasked Estep 
Score: -24342734.000000 Penalty: 6061.066406
	Iteration 273Q: 3 clusters Score -2.434273e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 193428 members 
Entering Unmasked Estep 
Score: -24342758.000000 Penalty: 6061.066406
	Iteration 274Q: 3 clusters Score -2.434276e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 193438 members 
Entering Unmasked Estep 
Score: -24342752.000000 Penalty: 6061.066406
	Iteration 275Q: 3 clusters Score -2.434275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 193450 members 
Entering Unmasked Estep 
Score: -24342724.000000 Penalty: 6061.066406
	Iteration 276Q: 3 clusters Score -2.434272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 193464 members 
Entering Unmasked Estep 
Score: -24342712.000000 Penalty: 6061.066406
	Iteration 277Q: 3 clusters Score -2.434271e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 193477 members 
Entering Unmasked Estep 
Score: -24342718.000000 Penalty: 6061.066406
	Iteration 278Q: 3 clusters Score -2.434272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -24342710.000000 Penalty: 6061.066406
	Iteration 279Q: 3 clusters Score -2.434271e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 193509 members 
Entering Unmasked Estep 
Score: -24342722.000000 Penalty: 6061.066406
	Iteration 280F: 3 clusters Score -2.434272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 193522 members 
Entering Unmasked Estep 
Score: -24342708.000000 Penalty: 6061.066406
	Iteration 281Q: 3 clusters Score -2.434271e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 193546 members 
Entering Unmasked Estep 
Score: -24342728.000000 Penalty: 6061.066406
	Iteration 282Q: 3 clusters Score -2.434273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 193559 members 
Entering Unmasked Estep 
Score: -24342730.000000 Penalty: 6061.066406
	Iteration 283Q: 3 clusters Score -2.434273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 193569 members 
Entering Unmasked Estep 
Score: -24342730.000000 Penalty: 6061.066406
	Iteration 284Q: 3 clusters Score -2.434273e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 193579 members 
Entering Unmasked Estep 
Score: -24342712.000000 Penalty: 6061.066406
	Iteration 285Q: 3 clusters Score -2.434271e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 193594 members 
Entering Unmasked Estep 
Score: -24342732.000000 Penalty: 6061.066406
	Iteration 286Q: 3 clusters Score -2.434273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 193606 members 
Entering Unmasked Estep 
Score: -24342748.000000 Penalty: 6061.066406
	Iteration 287Q: 3 clusters Score -2.434275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 193613 members 
Entering Unmasked Estep 
Score: -24342748.000000 Penalty: 6061.066406
	Iteration 288Q: 3 clusters Score -2.434275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 193622 members 
Entering Unmasked Estep 
Score: -24342744.000000 Penalty: 6061.066406
	Iteration 289Q: 3 clusters Score -2.434274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 193629 members 
Entering Unmasked Estep 
Score: -24342746.000000 Penalty: 6061.066406
	Iteration 290Q: 3 clusters Score -2.434275e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 193638 members 
Entering Unmasked Estep 
Score: -24342746.000000 Penalty: 6061.066406
	Iteration 291Q: 3 clusters Score -2.434275e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 193648 members 
Entering Unmasked Estep 
Score: -24342752.000000 Penalty: 6061.066406
	Iteration 292Q: 3 clusters Score -2.434275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 193662 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 293Q: 3 clusters Score -2.434276e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 193676 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 294Q: 3 clusters Score -2.434276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 193691 members 
Entering Unmasked Estep 
Score: -24342756.000000 Penalty: 6061.066406
	Iteration 295Q: 3 clusters Score -2.434276e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 193708 members 
Entering Unmasked Estep 
Score: -24342766.000000 Penalty: 6061.066406
	Iteration 296Q: 3 clusters Score -2.434277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 193730 members 
Entering Unmasked Estep 
Score: -24342758.000000 Penalty: 6061.066406
	Iteration 297Q: 3 clusters Score -2.434276e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 193752 members 
Entering Unmasked Estep 
Score: -24342746.000000 Penalty: 6061.066406
	Iteration 298Q: 3 clusters Score -2.434275e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 193774 members 
Entering Unmasked Estep 
Score: -24342724.000000 Penalty: 6061.066406
	Iteration 299Q: 3 clusters Score -2.434272e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 193794 members 
Entering Unmasked Estep 
Score: -24342724.000000 Penalty: 6061.066406
	Iteration 300F: 3 clusters Score -2.434272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 193815 members 
Entering Unmasked Estep 
Score: -24342738.000000 Penalty: 6061.066406
	Iteration 301Q: 3 clusters Score -2.434274e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 193842 members 
Entering Unmasked Estep 
Score: -24342734.000000 Penalty: 6061.066406
	Iteration 302Q: 3 clusters Score -2.434273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 193862 members 
Entering Unmasked Estep 
Score: -24342744.000000 Penalty: 6061.066406
	Iteration 303Q: 3 clusters Score -2.434274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 193877 members 
Entering Unmasked Estep 
Score: -24342750.000000 Penalty: 6061.066406
	Iteration 304Q: 3 clusters Score -2.434275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 193894 members 
Entering Unmasked Estep 
Score: -24342718.000000 Penalty: 6061.066406
	Iteration 305Q: 3 clusters Score -2.434272e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 193915 members 
Entering Unmasked Estep 
Score: -24342724.000000 Penalty: 6061.066406
	Iteration 306Q: 3 clusters Score -2.434272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 193933 members 
Entering Unmasked Estep 
Score: -24342698.000000 Penalty: 6061.066406
	Iteration 307Q: 3 clusters Score -2.43427e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 193954 members 
Entering Unmasked Estep 
Score: -24342722.000000 Penalty: 6061.066406
	Iteration 308Q: 3 clusters Score -2.434272e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 193980 members 
Entering Unmasked Estep 
Score: -24342732.000000 Penalty: 6061.066406
	Iteration 309Q: 3 clusters Score -2.434273e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 194010 members 
Entering Unmasked Estep 
Score: -24342714.000000 Penalty: 6061.066406
	Iteration 310Q: 3 clusters Score -2.434271e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 194033 members 
Entering Unmasked Estep 
Score: -24342728.000000 Penalty: 6061.066406
	Iteration 311Q: 3 clusters Score -2.434273e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 194068 members 
Entering Unmasked Estep 
Score: -24342726.000000 Penalty: 6061.066406
	Iteration 312Q: 3 clusters Score -2.434273e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 194104 members 
Entering Unmasked Estep 
Score: -24342728.000000 Penalty: 6061.066406
	Iteration 313Q: 3 clusters Score -2.434273e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 194141 members 
Entering Unmasked Estep 
Score: -24342740.000000 Penalty: 6061.066406
	Iteration 314Q: 3 clusters Score -2.434274e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 194184 members 
Entering Unmasked Estep 
Score: -24342702.000000 Penalty: 6061.066406
	Iteration 315Q: 3 clusters Score -2.43427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 194212 members 
Entering Unmasked Estep 
Score: -24342700.000000 Penalty: 6061.066406
	Iteration 316Q: 3 clusters Score -2.43427e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 194238 members 
Entering Unmasked Estep 
Score: -24342708.000000 Penalty: 6061.066406
	Iteration 317Q: 3 clusters Score -2.434271e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 194267 members 
Entering Unmasked Estep 
Score: -24342746.000000 Penalty: 6061.066406
	Iteration 318Q: 3 clusters Score -2.434275e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 194291 members 
Entering Unmasked Estep 
Score: -24342742.000000 Penalty: 6061.066406
	Iteration 319Q: 3 clusters Score -2.434274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 194315 members 
Entering Unmasked Estep 
Score: -24342740.000000 Penalty: 6061.066406
	Iteration 320F: 3 clusters Score -2.434274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 194333 members 
Entering Unmasked Estep 
Score: -24342716.000000 Penalty: 6061.066406
	Iteration 321Q: 3 clusters Score -2.434272e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 194351 members 
Entering Unmasked Estep 
Score: -24342732.000000 Penalty: 6061.066406
	Iteration 322Q: 3 clusters Score -2.434273e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 194362 members 
Entering Unmasked Estep 
Score: -24342724.000000 Penalty: 6061.066406
	Iteration 323Q: 3 clusters Score -2.434272e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 194373 members 
Entering Unmasked Estep 
Score: -24342736.000000 Penalty: 6061.066406
	Iteration 324Q: 3 clusters Score -2.434274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 194389 members 
Entering Unmasked Estep 
Score: -24342744.000000 Penalty: 6061.066406
	Iteration 325Q: 3 clusters Score -2.434274e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 194403 members 
Entering Unmasked Estep 
Score: -24342730.000000 Penalty: 6061.066406
	Iteration 326Q: 3 clusters Score -2.434273e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 194416 members 
Entering Unmasked Estep 
Score: -24342746.000000 Penalty: 6061.066406
	Iteration 327Q: 3 clusters Score -2.434275e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 194429 members 
Entering Unmasked Estep 
Score: -24342726.000000 Penalty: 6061.066406
	Iteration 328Q: 3 clusters Score -2.434273e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 194448 members 
Entering Unmasked Estep 
Score: -24342744.000000 Penalty: 6061.066406
	Iteration 329Q: 3 clusters Score -2.434274e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 194466 members 
Entering Unmasked Estep 
Score: -24342720.000000 Penalty: 6061.066406
	Iteration 330Q: 3 clusters Score -2.434272e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 194485 members 
Entering Unmasked Estep 
Score: -24342720.000000 Penalty: 6061.066406
	Iteration 331Q: 3 clusters Score -2.434272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 194496 members 
Entering Unmasked Estep 
Score: -24342742.000000 Penalty: 6061.066406
	Iteration 332Q: 3 clusters Score -2.434274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 194508 members 
Entering Unmasked Estep 
Score: -24342730.000000 Penalty: 6061.066406
	Iteration 333Q: 3 clusters Score -2.434273e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 194523 members 
Entering Unmasked Estep 
Score: -24342744.000000 Penalty: 6061.066406
	Iteration 334Q: 3 clusters Score -2.434274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 194535 members 
Entering Unmasked Estep 
Score: -24342742.000000 Penalty: 6061.066406
	Iteration 335Q: 3 clusters Score -2.434274e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 194541 members 
Entering Unmasked Estep 
Score: -24342740.000000 Penalty: 6061.066406
	Iteration 336Q: 3 clusters Score -2.434274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 194545 members 
Entering Unmasked Estep 
Score: -24342742.000000 Penalty: 6061.066406
	Iteration 337Q: 3 clusters Score -2.434274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 194549 members 
Entering Unmasked Estep 
Score: -24342742.000000 Penalty: 6061.066406
	Iteration 338Q: 3 clusters Score -2.434274e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 194554 members 
Entering Unmasked Estep 
Score: -24342716.000000 Penalty: 6061.066406
	Iteration 339Q: 3 clusters Score -2.434272e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 194558 members 
Entering Unmasked Estep 
Score: -24342702.000000 Penalty: 6061.066406
	Iteration 340F: 3 clusters Score -2.43427e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 194559 members 
Entering Unmasked Estep 
Score: -24342718.000000 Penalty: 6061.066406
	Iteration 341Q: 3 clusters Score -2.434272e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 194559 members 
Entering Unmasked Estep 
Score: -24342718.000000 Penalty: 6061.066406
	Iteration 342F: 3 clusters Score -2.434272e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Entering Unmasked Estep 
Score: -308014.187500 Penalty: 1963.548950
	Iteration 0F: 2 clusters Score -308014.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -304900.250000 Penalty: 3927.097900
	Iteration 0F: 3 clusters Score -304900.2 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -305537.937500 Penalty: 3927.097900
	Iteration 1F: 3 clusters Score -305537.9 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -305722.937500 Penalty: 3927.097900
	Iteration 2F: 3 clusters Score -305722.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -305835.937500 Penalty: 3927.097900
	Iteration 3F: 3 clusters Score -305835.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -305902.437500 Penalty: 3927.097900
	Iteration 4Q: 3 clusters Score -305902.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -305940.093750 Penalty: 3927.097900
	Iteration 5Q: 3 clusters Score -305940.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -305966.687500 Penalty: 3927.097900
	Iteration 6Q: 3 clusters Score -305966.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -305985.843750 Penalty: 3927.097900
	Iteration 7Q: 3 clusters Score -305985.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -305998.218750 Penalty: 3927.097900
	Iteration 8Q: 3 clusters Score -305998.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -306007.718750 Penalty: 3927.097900
	Iteration 9Q: 3 clusters Score -306007.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -306016.250000 Penalty: 3927.097900
	Iteration 10Q: 3 clusters Score -306016.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -306022.218750 Penalty: 3927.097900
	Iteration 11Q: 3 clusters Score -306022.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -306029.281250 Penalty: 3927.097900
	Iteration 12Q: 3 clusters Score -306029.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -306035.750000 Penalty: 3927.097900
	Iteration 13Q: 3 clusters Score -306035.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -306040.406250 Penalty: 3927.097900
	Iteration 14Q: 3 clusters Score -306040.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -306042.437500 Penalty: 3927.097900
	Iteration 15Q: 3 clusters Score -306042.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306046.031250 Penalty: 3927.097900
	Iteration 16Q: 3 clusters Score -306046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306048.312500 Penalty: 3927.097900
	Iteration 17Q: 3 clusters Score -306048.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -306052.218750 Penalty: 3927.097900
	Iteration 18Q: 3 clusters Score -306052.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -306056.093750 Penalty: 3927.097900
	Iteration 19Q: 3 clusters Score -306056.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -306059.593750 Penalty: 3927.097900
	Iteration 20F: 3 clusters Score -306059.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -306065.062500 Penalty: 3927.097900
	Iteration 21Q: 3 clusters Score -306065.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -306069.625000 Penalty: 3927.097900
	Iteration 22Q: 3 clusters Score -306069.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -306071.218750 Penalty: 3927.097900
	Iteration 23Q: 3 clusters Score -306071.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -306071.562500 Penalty: 3927.097900
	Iteration 24Q: 3 clusters Score -306071.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -306074.406250 Penalty: 3927.097900
	Iteration 25Q: 3 clusters Score -306074.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -306077.093750 Penalty: 3927.097900
	Iteration 26Q: 3 clusters Score -306077.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -306082.593750 Penalty: 3927.097900
	Iteration 27Q: 3 clusters Score -306082.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -306088.968750 Penalty: 3927.097900
	Iteration 28Q: 3 clusters Score -306089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -306097.343750 Penalty: 3927.097900
	Iteration 29Q: 3 clusters Score -306097.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306103.250000 Penalty: 3927.097900
	Iteration 30Q: 3 clusters Score -306103.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306105.687500 Penalty: 3927.097900
	Iteration 31Q: 3 clusters Score -306105.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -306108.343750 Penalty: 3927.097900
	Iteration 32Q: 3 clusters Score -306108.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -306111.406250 Penalty: 3927.097900
	Iteration 33Q: 3 clusters Score -306111.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -306114.562500 Penalty: 3927.097900
	Iteration 34Q: 3 clusters Score -306114.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306120.750000 Penalty: 3927.097900
	Iteration 35Q: 3 clusters Score -306120.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -306126.781250 Penalty: 3927.097900
	Iteration 36Q: 3 clusters Score -306126.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -306132.468750 Penalty: 3927.097900
	Iteration 37Q: 3 clusters Score -306132.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -306133.968750 Penalty: 3927.097900
	Iteration 38Q: 3 clusters Score -306134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -306138.593750 Penalty: 3927.097900
	Iteration 39Q: 3 clusters Score -306138.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306140.593750 Penalty: 3927.097900
	Iteration 40F: 3 clusters Score -306140.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306143.968750 Penalty: 3927.097900
	Iteration 41Q: 3 clusters Score -306144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306146.937500 Penalty: 3927.097900
	Iteration 42Q: 3 clusters Score -306146.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -306149.312500 Penalty: 3927.097900
	Iteration 43Q: 3 clusters Score -306149.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -306153.281250 Penalty: 3927.097900
	Iteration 44Q: 3 clusters Score -306153.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -306157.875000 Penalty: 3927.097900
	Iteration 45Q: 3 clusters Score -306157.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -306161.718750 Penalty: 3927.097900
	Iteration 46Q: 3 clusters Score -306161.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -306162.531250 Penalty: 3927.097900
	Iteration 47Q: 3 clusters Score -306162.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -306162.531250 Penalty: 3927.097900
	Iteration 48F: 3 clusters Score -306162.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -33580.703125 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -33580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32312.601562 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -32312.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32494.365234 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -32494.37 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32529.082031 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -32529.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32533.289062 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -32533.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -32533.289062 Penalty: 2902.692383
	Iteration 4F: 3 clusters Score -32533.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Entering Unmasked Estep 
Score: -467764.781250 Penalty: 2061.835449
	Iteration 0F: 2 clusters Score -467764.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -463849.093750 Penalty: 4123.670898
	Iteration 0F: 3 clusters Score -463849.1 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -464745.406250 Penalty: 4123.670898
	Iteration 1F: 3 clusters Score -464745.4 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -465029.781250 Penalty: 4123.670898
	Iteration 2F: 3 clusters Score -465029.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -465275.531250 Penalty: 4123.670898
	Iteration 3F: 3 clusters Score -465275.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -465504.562500 Penalty: 4123.670898
	Iteration 4F: 3 clusters Score -465504.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -465705.906250 Penalty: 4123.670898
	Iteration 5F: 3 clusters Score -465705.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -465893.937500 Penalty: 4123.670898
	Iteration 6F: 3 clusters Score -465893.9 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -466028.062500 Penalty: 4123.670898
	Iteration 7Q: 3 clusters Score -466028.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -466138.406250 Penalty: 4123.670898
	Iteration 8Q: 3 clusters Score -466138.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -466237.562500 Penalty: 4123.670898
	Iteration 9Q: 3 clusters Score -466237.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -466320.718750 Penalty: 4123.670898
	Iteration 10Q: 3 clusters Score -466320.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -466386.000000 Penalty: 4123.670898
	Iteration 11Q: 3 clusters Score -466386 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -466436.437500 Penalty: 4123.670898
	Iteration 12Q: 3 clusters Score -466436.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -466474.625000 Penalty: 4123.670898
	Iteration 13Q: 3 clusters Score -466474.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -466505.625000 Penalty: 4123.670898
	Iteration 14Q: 3 clusters Score -466505.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -466529.218750 Penalty: 4123.670898
	Iteration 15Q: 3 clusters Score -466529.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -466543.093750 Penalty: 4123.670898
	Iteration 16Q: 3 clusters Score -466543.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -466552.468750 Penalty: 4123.670898
	Iteration 17Q: 3 clusters Score -466552.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -466565.968750 Penalty: 4123.670898
	Iteration 18Q: 3 clusters Score -466566 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -466582.093750 Penalty: 4123.670898
	Iteration 19Q: 3 clusters Score -466582.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -466597.375000 Penalty: 4123.670898
	Iteration 20F: 3 clusters Score -466597.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -466603.656250 Penalty: 4123.670898
	Iteration 21Q: 3 clusters Score -466603.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -466613.031250 Penalty: 4123.670898
	Iteration 22Q: 3 clusters Score -466613 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -466621.437500 Penalty: 4123.670898
	Iteration 23Q: 3 clusters Score -466621.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -466627.750000 Penalty: 4123.670898
	Iteration 24Q: 3 clusters Score -466627.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -466631.031250 Penalty: 4123.670898
	Iteration 25Q: 3 clusters Score -466631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -466632.218750 Penalty: 4123.670898
	Iteration 26Q: 3 clusters Score -466632.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -466633.968750 Penalty: 4123.670898
	Iteration 27Q: 3 clusters Score -466634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -466635.687500 Penalty: 4123.670898
	Iteration 28Q: 3 clusters Score -466635.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -466637.468750 Penalty: 4123.670898
	Iteration 29Q: 3 clusters Score -466637.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -466639.625000 Penalty: 4123.670898
	Iteration 30Q: 3 clusters Score -466639.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -466641.156250 Penalty: 4123.670898
	Iteration 31Q: 3 clusters Score -466641.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -466641.625000 Penalty: 4123.670898
	Iteration 32Q: 3 clusters Score -466641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -466643.750000 Penalty: 4123.670898
	Iteration 33Q: 3 clusters Score -466643.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -466645.218750 Penalty: 4123.670898
	Iteration 34Q: 3 clusters Score -466645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -466645.843750 Penalty: 4123.670898
	Iteration 35Q: 3 clusters Score -466645.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -466645.843750 Penalty: 4123.670898
	Iteration 36F: 3 clusters Score -466645.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (160648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160648 members 
Entering Unmasked Estep 
Score: -19378640.000000 Penalty: 2972.768799
	Iteration 0F: 2 clusters Score -1.937864e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80107 members 
Mstep: Class 2 contains 80541 members 
Entering Unmasked Estep 
Score: -19273026.000000 Penalty: 5945.537598
	Iteration 0F: 3 clusters Score -1.927303e+07 nChanged 76883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76368 members 
Mstep: Class 2 contains 84280 members 
Entering Unmasked Estep 
Score: -19318270.000000 Penalty: 5945.537598
	Iteration 1F: 3 clusters Score -1.931827e+07 nChanged 5361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74179 members 
Mstep: Class 2 contains 86469 members 
Entering Unmasked Estep 
Score: -19319828.000000 Penalty: 5945.537598
	Iteration 2Q: 3 clusters Score -1.931983e+07 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70771 members 
Mstep: Class 2 contains 89877 members 
Entering Unmasked Estep 
Score: -19321948.000000 Penalty: 5945.537598
	Iteration 3Q: 3 clusters Score -1.932195e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65744 members 
Mstep: Class 2 contains 94904 members 
Entering Unmasked Estep 
Score: -19324990.000000 Penalty: 5945.537598
	Iteration 4Q: 3 clusters Score -1.932499e+07 nChanged 8393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58709 members 
Mstep: Class 2 contains 101939 members 
Entering Unmasked Estep 
Score: -19329308.000000 Penalty: 5945.537598
	Iteration 5F: 3 clusters Score -1.932931e+07 nChanged 10177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49264 members 
Mstep: Class 2 contains 111384 members 
Entering Unmasked Estep 
Score: -19336240.000000 Penalty: 5945.537598
	Iteration 6F: 3 clusters Score -1.933624e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37990 members 
Mstep: Class 2 contains 122658 members 
Entering Unmasked Estep 
Score: -19345366.000000 Penalty: 5945.537598
	Iteration 7F: 3 clusters Score -1.934537e+07 nChanged 11461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 2 contains 134005 members 
Entering Unmasked Estep 
Score: -19355244.000000 Penalty: 5945.537598
	Iteration 8F: 3 clusters Score -1.935524e+07 nChanged 9598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 143565 members 
Entering Unmasked Estep 
Score: -19363718.000000 Penalty: 5945.537598
	Iteration 9F: 3 clusters Score -1.936372e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 150653 members 
Entering Unmasked Estep 
Score: -19369572.000000 Penalty: 5945.537598
	Iteration 10Q: 3 clusters Score -1.936957e+07 nChanged 4564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 155215 members 
Entering Unmasked Estep 
Score: -19372910.000000 Penalty: 5945.537598
	Iteration 11Q: 3 clusters Score -1.937291e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 157850 members 
Entering Unmasked Estep 
Score: -19374526.000000 Penalty: 5945.537598
	Iteration 12Q: 3 clusters Score -1.937453e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 159122 members 
Entering Unmasked Estep 
Score: -19375368.000000 Penalty: 5945.537598
	Iteration 13Q: 3 clusters Score -1.937537e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 159700 members 
Entering Unmasked Estep 
Score: -19375694.000000 Penalty: 5945.537598
	Iteration 14Q: 3 clusters Score -1.937569e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 159994 members 
Entering Unmasked Estep 
Score: -19375864.000000 Penalty: 5945.537598
	Iteration 15Q: 3 clusters Score -1.937586e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 160119 members 
Entering Unmasked Estep 
Score: -19375990.000000 Penalty: 5945.537598
	Iteration 16Q: 3 clusters Score -1.937599e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 160190 members 
Entering Unmasked Estep 
Score: -19376034.000000 Penalty: 5945.537598
	Iteration 17Q: 3 clusters Score -1.937603e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 160233 members 
Entering Unmasked Estep 
Score: -19376058.000000 Penalty: 5945.537598
	Iteration 18Q: 3 clusters Score -1.937606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 160251 members 
Entering Unmasked Estep 
Score: -19376124.000000 Penalty: 5945.537598
	Iteration 19Q: 3 clusters Score -1.937612e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 160269 members 
Entering Unmasked Estep 
Score: -19376138.000000 Penalty: 5945.537598
	Iteration 20F: 3 clusters Score -1.937614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 160283 members 
Entering Unmasked Estep 
Score: -19376134.000000 Penalty: 5945.537598
	Iteration 21Q: 3 clusters Score -1.937613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 160291 members 
Entering Unmasked Estep 
Score: -19376160.000000 Penalty: 5945.537598
	Iteration 22Q: 3 clusters Score -1.937616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 160301 members 
Entering Unmasked Estep 
Score: -19376160.000000 Penalty: 5945.537598
	Iteration 23Q: 3 clusters Score -1.937616e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 160308 members 
Entering Unmasked Estep 
Score: -19376174.000000 Penalty: 5945.537598
	Iteration 24Q: 3 clusters Score -1.937617e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 160313 members 
Entering Unmasked Estep 
Score: -19376170.000000 Penalty: 5945.537598
	Iteration 25Q: 3 clusters Score -1.937617e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 160319 members 
Entering Unmasked Estep 
Score: -19376184.000000 Penalty: 5945.537598
	Iteration 26Q: 3 clusters Score -1.937618e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 160323 members 
Entering Unmasked Estep 
Score: -19376188.000000 Penalty: 5945.537598
	Iteration 27Q: 3 clusters Score -1.937619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 160325 members 
Entering Unmasked Estep 
Score: -19376176.000000 Penalty: 5945.537598
	Iteration 28Q: 3 clusters Score -1.937618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 160327 members 
Entering Unmasked Estep 
Score: -19376186.000000 Penalty: 5945.537598
	Iteration 29Q: 3 clusters Score -1.937619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 160329 members 
Entering Unmasked Estep 
Score: -19376178.000000 Penalty: 5945.537598
	Iteration 30Q: 3 clusters Score -1.937618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 160330 members 
Entering Unmasked Estep 
Score: -19376184.000000 Penalty: 5945.537598
	Iteration 31Q: 3 clusters Score -1.937618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 160331 members 
Entering Unmasked Estep 
Score: -19376186.000000 Penalty: 5945.537598
	Iteration 32Q: 3 clusters Score -1.937619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -19376174.000000 Penalty: 5945.537598
	Iteration 33Q: 3 clusters Score -1.937617e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 160332 members 
Entering Unmasked Estep 
Score: -19376174.000000 Penalty: 5945.537598
	Iteration 34F: 3 clusters Score -1.937617e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Entering Unmasked Estep 
Score: -3119767.250000 Penalty: 2514.783936
	Iteration 0F: 2 clusters Score -3119767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -3102228.250000 Penalty: 5029.567871
	Iteration 0F: 3 clusters Score -3102228 nChanged 11314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -3108106.500000 Penalty: 5029.567871
	Iteration 1F: 3 clusters Score -3108106 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -3108509.000000 Penalty: 5029.567871
	Iteration 2Q: 3 clusters Score -3108509 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -3108847.500000 Penalty: 5029.567871
	Iteration 3Q: 3 clusters Score -3108848 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3109208.250000 Penalty: 5029.567871
	Iteration 4Q: 3 clusters Score -3109208 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -3109569.750000 Penalty: 5029.567871
	Iteration 5Q: 3 clusters Score -3109570 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3110040.500000 Penalty: 5029.567871
	Iteration 6Q: 3 clusters Score -3110040 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3110766.250000 Penalty: 5029.567871
	Iteration 7F: 3 clusters Score -3110766 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18944 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -3111789.000000 Penalty: 5029.567871
	Iteration 8F: 3 clusters Score -3111789 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3113183.750000 Penalty: 5029.567871
	Iteration 9F: 3 clusters Score -3113184 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22424 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -3114768.750000 Penalty: 5029.567871
	Iteration 10F: 3 clusters Score -3114769 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3116002.000000 Penalty: 5029.567871
	Iteration 11F: 3 clusters Score -3116002 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3116777.000000 Penalty: 5029.567871
	Iteration 12Q: 3 clusters Score -3116777 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -3117155.000000 Penalty: 5029.567871
	Iteration 13Q: 3 clusters Score -3117155 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -3117328.500000 Penalty: 5029.567871
	Iteration 14Q: 3 clusters Score -3117328 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -3117405.250000 Penalty: 5029.567871
	Iteration 15Q: 3 clusters Score -3117405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3117439.500000 Penalty: 5029.567871
	Iteration 16Q: 3 clusters Score -3117440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -3117468.250000 Penalty: 5029.567871
	Iteration 17Q: 3 clusters Score -3117468 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25121 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -3117489.250000 Penalty: 5029.567871
	Iteration 18Q: 3 clusters Score -3117489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -3117508.750000 Penalty: 5029.567871
	Iteration 19Q: 3 clusters Score -3117509 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -3117518.250000 Penalty: 5029.567871
	Iteration 20F: 3 clusters Score -3117518 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -3117519.500000 Penalty: 5029.567871
	Iteration 21Q: 3 clusters Score -3117520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3117523.250000 Penalty: 5029.567871
	Iteration 22Q: 3 clusters Score -3117523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -3117523.250000 Penalty: 5029.567871
	Iteration 23F: 3 clusters Score -3117523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54867 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Entering Unmasked Estep 
Score: -6429886.500000 Penalty: 2706.341553
	Iteration 0F: 2 clusters Score -6429886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -6392968.500000 Penalty: 5412.683105
	Iteration 0F: 3 clusters Score -6392968 nChanged 25587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -6407175.000000 Penalty: 5412.683105
	Iteration 1F: 3 clusters Score -6407175 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -6407658.000000 Penalty: 5412.683105
	Iteration 2Q: 3 clusters Score -6407658 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -6408105.500000 Penalty: 5412.683105
	Iteration 3Q: 3 clusters Score -6408106 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -6408529.500000 Penalty: 5412.683105
	Iteration 4Q: 3 clusters Score -6408530 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -6408887.000000 Penalty: 5412.683105
	Iteration 5Q: 3 clusters Score -6408887 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -6409280.000000 Penalty: 5412.683105
	Iteration 6Q: 3 clusters Score -6409280 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 28645 members 
Entering Unmasked Estep 
Score: -6409598.000000 Penalty: 5412.683105
	Iteration 7Q: 3 clusters Score -6409598 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 29305 members 
Entering Unmasked Estep 
Score: -6410094.500000 Penalty: 5412.683105
	Iteration 8Q: 3 clusters Score -6410094 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 30279 members 
Entering Unmasked Estep 
Score: -6410763.000000 Penalty: 5412.683105
	Iteration 9Q: 3 clusters Score -6410763 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -6411527.500000 Penalty: 5412.683105
	Iteration 10Q: 3 clusters Score -6411528 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -6412510.500000 Penalty: 5412.683105
	Iteration 11Q: 3 clusters Score -6412510 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 34765 members 
Entering Unmasked Estep 
Score: -6413689.500000 Penalty: 5412.683105
	Iteration 12Q: 3 clusters Score -6413690 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -6414928.000000 Penalty: 5412.683105
	Iteration 13Q: 3 clusters Score -6414928 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -6416111.500000 Penalty: 5412.683105
	Iteration 14Q: 3 clusters Score -6416112 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 40363 members 
Entering Unmasked Estep 
Score: -6417450.500000 Penalty: 5412.683105
	Iteration 15Q: 3 clusters Score -6417450 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 42084 members 
Entering Unmasked Estep 
Score: -6418798.500000 Penalty: 5412.683105
	Iteration 16Q: 3 clusters Score -6418798 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -6420177.500000 Penalty: 5412.683105
	Iteration 17Q: 3 clusters Score -6420178 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 45117 members 
Entering Unmasked Estep 
Score: -6421462.000000 Penalty: 5412.683105
	Iteration 18Q: 3 clusters Score -6421462 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 46430 members 
Entering Unmasked Estep 
Score: -6422522.000000 Penalty: 5412.683105
	Iteration 19Q: 3 clusters Score -6422522 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -6423275.000000 Penalty: 5412.683105
	Iteration 20F: 3 clusters Score -6423275 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 48538 members 
Entering Unmasked Estep 
Score: -6423932.000000 Penalty: 5412.683105
	Iteration 21Q: 3 clusters Score -6423932 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 49482 members 
Entering Unmasked Estep 
Score: -6424583.500000 Penalty: 5412.683105
	Iteration 22Q: 3 clusters Score -6424584 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 50313 members 
Entering Unmasked Estep 
Score: -6425170.000000 Penalty: 5412.683105
	Iteration 23Q: 3 clusters Score -6425170 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 51017 members 
Entering Unmasked Estep 
Score: -6425710.000000 Penalty: 5412.683105
	Iteration 24Q: 3 clusters Score -6425710 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -6426109.000000 Penalty: 5412.683105
	Iteration 25Q: 3 clusters Score -6426109 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 52063 members 
Entering Unmasked Estep 
Score: -6426437.500000 Penalty: 5412.683105
	Iteration 26Q: 3 clusters Score -6426438 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 52428 members 
Entering Unmasked Estep 
Score: -6426686.500000 Penalty: 5412.683105
	Iteration 27Q: 3 clusters Score -6426686 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 52736 members 
Entering Unmasked Estep 
Score: -6426877.000000 Penalty: 5412.683105
	Iteration 28Q: 3 clusters Score -6426877 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -6427043.500000 Penalty: 5412.683105
	Iteration 29Q: 3 clusters Score -6427044 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 53156 members 
Entering Unmasked Estep 
Score: -6427133.000000 Penalty: 5412.683105
	Iteration 30Q: 3 clusters Score -6427133 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -6427250.500000 Penalty: 5412.683105
	Iteration 31Q: 3 clusters Score -6427250 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 53454 members 
Entering Unmasked Estep 
Score: -6427307.000000 Penalty: 5412.683105
	Iteration 32Q: 3 clusters Score -6427307 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 53553 members 
Entering Unmasked Estep 
Score: -6427363.500000 Penalty: 5412.683105
	Iteration 33Q: 3 clusters Score -6427364 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -6427420.500000 Penalty: 5412.683105
	Iteration 34Q: 3 clusters Score -6427420 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 53667 members 
Entering Unmasked Estep 
Score: -6427447.000000 Penalty: 5412.683105
	Iteration 35Q: 3 clusters Score -6427447 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -6427457.500000 Penalty: 5412.683105
	Iteration 36Q: 3 clusters Score -6427458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -6427463.000000 Penalty: 5412.683105
	Iteration 37Q: 3 clusters Score -6427463 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 53768 members 
Entering Unmasked Estep 
Score: -6427485.000000 Penalty: 5412.683105
	Iteration 38Q: 3 clusters Score -6427485 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -6427497.000000 Penalty: 5412.683105
	Iteration 39Q: 3 clusters Score -6427497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 53804 members 
Entering Unmasked Estep 
Score: -6427508.500000 Penalty: 5412.683105
	Iteration 40F: 3 clusters Score -6427508 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -6427504.000000 Penalty: 5412.683105
	Iteration 41Q: 3 clusters Score -6427504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 53835 members 
Entering Unmasked Estep 
Score: -6427517.000000 Penalty: 5412.683105
	Iteration 42Q: 3 clusters Score -6427517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 53844 members 
Entering Unmasked Estep 
Score: -6427516.000000 Penalty: 5412.683105
	Iteration 43Q: 3 clusters Score -6427516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -6427532.500000 Penalty: 5412.683105
	Iteration 44Q: 3 clusters Score -6427532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 53860 members 
Entering Unmasked Estep 
Score: -6427536.500000 Penalty: 5412.683105
	Iteration 45Q: 3 clusters Score -6427536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 53870 members 
Entering Unmasked Estep 
Score: -6427539.000000 Penalty: 5412.683105
	Iteration 46Q: 3 clusters Score -6427539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 53879 members 
Entering Unmasked Estep 
Score: -6427542.000000 Penalty: 5412.683105
	Iteration 47Q: 3 clusters Score -6427542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 53884 members 
Entering Unmasked Estep 
Score: -6427544.000000 Penalty: 5412.683105
	Iteration 48Q: 3 clusters Score -6427544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 53888 members 
Entering Unmasked Estep 
Score: -6427551.000000 Penalty: 5412.683105
	Iteration 49Q: 3 clusters Score -6427551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -6427553.000000 Penalty: 5412.683105
	Iteration 50Q: 3 clusters Score -6427553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 53893 members 
Entering Unmasked Estep 
Score: -6427559.000000 Penalty: 5412.683105
	Iteration 51Q: 3 clusters Score -6427559 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 53894 members 
Entering Unmasked Estep 
Score: -6427557.000000 Penalty: 5412.683105
	Iteration 52Q: 3 clusters Score -6427557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -6427557.500000 Penalty: 5412.683105
	Iteration 53Q: 3 clusters Score -6427558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -6427556.000000 Penalty: 5412.683105
	Iteration 54Q: 3 clusters Score -6427556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -6427556.000000 Penalty: 5412.683105
	Iteration 55F: 3 clusters Score -6427556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (17170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Entering Unmasked Estep 
Score: -2077494.500000 Penalty: 2418.228027
	Iteration 0F: 2 clusters Score -2077494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -2065245.500000 Penalty: 4836.456055
	Iteration 0F: 3 clusters Score -2065246 nChanged 7371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -2069127.125000 Penalty: 4836.456055
	Iteration 1F: 3 clusters Score -2069127 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2069629.875000 Penalty: 4836.456055
	Iteration 2F: 3 clusters Score -2069630 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2070302.875000 Penalty: 4836.456055
	Iteration 3F: 3 clusters Score -2070303 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2071182.250000 Penalty: 4836.456055
	Iteration 4F: 3 clusters Score -2071182 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -2072282.000000 Penalty: 4836.456055
	Iteration 5F: 3 clusters Score -2072282 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -2073533.375000 Penalty: 4836.456055
	Iteration 6F: 3 clusters Score -2073533 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -2074824.250000 Penalty: 4836.456055
	Iteration 7F: 3 clusters Score -2074824 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -2075808.625000 Penalty: 4836.456055
	Iteration 8F: 3 clusters Score -2075809 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2076254.875000 Penalty: 4836.456055
	Iteration 9Q: 3 clusters Score -2076255 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2076422.375000 Penalty: 4836.456055
	Iteration 10Q: 3 clusters Score -2076422 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -2076489.125000 Penalty: 4836.456055
	Iteration 11Q: 3 clusters Score -2076489 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13416 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -2076515.875000 Penalty: 4836.456055
	Iteration 12Q: 3 clusters Score -2076516 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -2076535.000000 Penalty: 4836.456055
	Iteration 13Q: 3 clusters Score -2076535 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2076541.750000 Penalty: 4836.456055
	Iteration 14Q: 3 clusters Score -2076542 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2076551.125000 Penalty: 4836.456055
	Iteration 15Q: 3 clusters Score -2076551 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2076556.625000 Penalty: 4836.456055
	Iteration 16Q: 3 clusters Score -2076557 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2076556.500000 Penalty: 4836.456055
	Iteration 17Q: 3 clusters Score -2076556 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2076556.875000 Penalty: 4836.456055
	Iteration 18Q: 3 clusters Score -2076557 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -2076561.125000 Penalty: 4836.456055
	Iteration 19Q: 3 clusters Score -2076561 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2076568.750000 Penalty: 4836.456055
	Iteration 20F: 3 clusters Score -2076569 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2076569.750000 Penalty: 4836.456055
	Iteration 21Q: 3 clusters Score -2076570 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2076568.500000 Penalty: 4836.456055
	Iteration 22Q: 3 clusters Score -2076568 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13558 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -2076574.125000 Penalty: 4836.456055
	Iteration 23Q: 3 clusters Score -2076574 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2076575.375000 Penalty: 4836.456055
	Iteration 24Q: 3 clusters Score -2076575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2076575.000000 Penalty: 4836.456055
	Iteration 25Q: 3 clusters Score -2076575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2076574.625000 Penalty: 4836.456055
	Iteration 26Q: 3 clusters Score -2076575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -2076574.625000 Penalty: 4836.456055
	Iteration 27F: 3 clusters Score -2076575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 195833 members 
Mstep: Class 3 contains 202783 members 
Mstep: Class 4 contains 2745 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 160648 members 
Mstep: Class 14 contains 25343 members 
Mstep: Class 20 contains 54867 members 
Mstep: Class 22 contains 17170 members 
Entering Unmasked Estep 
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Iteration 159Q: 11 clusters Score -8.111018e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 195746 members 
Mstep: Class 3 contains 202756 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 160744 members 
Mstep: Class 14 contains 25312 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 17217 members 
Entering Unmasked Estep 
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Iteration 160F: 11 clusters Score -8.111037e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 195678 members 
Mstep: Class 3 contains 202704 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 160833 members 
Mstep: Class 14 contains 25298 members 
Mstep: Class 20 contains 54867 members 
Mstep: Class 22 contains 17263 members 
Entering Unmasked Estep 
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Iteration 161Q: 11 clusters Score -8.111042e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 195616 members 
Mstep: Class 3 contains 202663 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 160903 members 
Mstep: Class 14 contains 25282 members 
Mstep: Class 20 contains 54862 members 
Mstep: Class 22 contains 17321 members 
Entering Unmasked Estep 
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Iteration 162Q: 11 clusters Score -8.111042e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 195606 members 
Mstep: Class 3 contains 202615 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 160977 members 
Mstep: Class 14 contains 25246 members 
Mstep: Class 20 contains 54856 members 
Mstep: Class 22 contains 17356 members 
Entering Unmasked Estep 
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Iteration 163Q: 11 clusters Score -8.111033e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 195582 members 
Mstep: Class 3 contains 202552 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4080 members 
Mstep: Class 8 contains 161039 members 
Mstep: Class 14 contains 25232 members 
Mstep: Class 20 contains 54856 members 
Mstep: Class 22 contains 17397 members 
Entering Unmasked Estep 
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Iteration 164Q: 11 clusters Score -8.11103e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 195591 members 
Mstep: Class 3 contains 202453 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161094 members 
Mstep: Class 14 contains 25220 members 
Mstep: Class 20 contains 54853 members 
Mstep: Class 22 contains 17444 members 
Entering Unmasked Estep 
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Iteration 165Q: 11 clusters Score -8.111042e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 195586 members 
Mstep: Class 3 contains 202340 members 
Mstep: Class 4 contains 2746 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161179 members 
Mstep: Class 14 contains 25207 members 
Mstep: Class 20 contains 54860 members 
Mstep: Class 22 contains 17482 members 
Entering Unmasked Estep 
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Iteration 166Q: 11 clusters Score -8.111037e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 195548 members 
Mstep: Class 3 contains 202251 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161263 members 
Mstep: Class 14 contains 25203 members 
Mstep: Class 20 contains 54872 members 
Mstep: Class 22 contains 17519 members 
Entering Unmasked Estep 
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Iteration 167Q: 11 clusters Score -8.111046e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 195546 members 
Mstep: Class 3 contains 202172 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161319 members 
Mstep: Class 14 contains 25203 members 
Mstep: Class 20 contains 54874 members 
Mstep: Class 22 contains 17541 members 
Entering Unmasked Estep 
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Iteration 168Q: 11 clusters Score -8.111039e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 195558 members 
Mstep: Class 3 contains 202107 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161359 members 
Mstep: Class 14 contains 25193 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 17577 members 
Entering Unmasked Estep 
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Iteration 169Q: 11 clusters Score -8.11105e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 195549 members 
Mstep: Class 3 contains 202035 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161416 members 
Mstep: Class 14 contains 25175 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 17615 members 
Entering Unmasked Estep 
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Score: -81110632.000000 Penalty: 33322.019531
Iteration 170Q: 11 clusters Score -8.111063e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 195514 members 
Mstep: Class 3 contains 201990 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161490 members 
Mstep: Class 14 contains 25162 members 
Mstep: Class 20 contains 54855 members 
Mstep: Class 22 contains 17641 members 
Entering Unmasked Estep 
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Iteration 171Q: 11 clusters Score -8.111054e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 195492 members 
Mstep: Class 3 contains 201934 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161558 members 
Mstep: Class 14 contains 25159 members 
Mstep: Class 20 contains 54834 members 
Mstep: Class 22 contains 17671 members 
Entering Unmasked Estep 
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Iteration 172Q: 11 clusters Score -8.111052e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 195492 members 
Mstep: Class 3 contains 201858 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161622 members 
Mstep: Class 14 contains 25152 members 
Mstep: Class 20 contains 54820 members 
Mstep: Class 22 contains 17697 members 
Entering Unmasked Estep 
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Iteration 173Q: 11 clusters Score -8.111052e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 195513 members 
Mstep: Class 3 contains 201769 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161680 members 
Mstep: Class 14 contains 25145 members 
Mstep: Class 20 contains 54813 members 
Mstep: Class 22 contains 17722 members 
Entering Unmasked Estep 
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Iteration 174Q: 11 clusters Score -8.111061e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 195516 members 
Mstep: Class 3 contains 201698 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161732 members 
Mstep: Class 14 contains 25138 members 
Mstep: Class 20 contains 54806 members 
Mstep: Class 22 contains 17750 members 
Entering Unmasked Estep 
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Iteration 175Q: 11 clusters Score -8.111065e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 195517 members 
Mstep: Class 3 contains 201641 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161791 members 
Mstep: Class 14 contains 25135 members 
Mstep: Class 20 contains 54792 members 
Mstep: Class 22 contains 17765 members 
Entering Unmasked Estep 
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Iteration 176Q: 11 clusters Score -8.111064e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 195537 members 
Mstep: Class 3 contains 201593 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161824 members 
Mstep: Class 14 contains 25136 members 
Mstep: Class 20 contains 54781 members 
Mstep: Class 22 contains 17771 members 
Entering Unmasked Estep 
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Iteration 177Q: 11 clusters Score -8.111079e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 195525 members 
Mstep: Class 3 contains 201582 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161830 members 
Mstep: Class 14 contains 25130 members 
Mstep: Class 20 contains 54778 members 
Mstep: Class 22 contains 17798 members 
Entering Unmasked Estep 
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Iteration 178Q: 11 clusters Score -8.111083e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 195500 members 
Mstep: Class 3 contains 201589 members 
Mstep: Class 4 contains 2747 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161834 members 
Mstep: Class 14 contains 25126 members 
Mstep: Class 20 contains 54775 members 
Mstep: Class 22 contains 17819 members 
Entering Unmasked Estep 
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Iteration 179Q: 11 clusters Score -8.111078e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 195449 members 
Mstep: Class 3 contains 201612 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161855 members 
Mstep: Class 14 contains 25123 members 
Mstep: Class 20 contains 54767 members 
Mstep: Class 22 contains 17834 members 
Entering Unmasked Estep 
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Iteration 180F: 11 clusters Score -8.111079e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 195373 members 
Mstep: Class 3 contains 201666 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161868 members 
Mstep: Class 14 contains 25117 members 
Mstep: Class 20 contains 54762 members 
Mstep: Class 22 contains 17857 members 
Entering Unmasked Estep 
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Iteration 181Q: 11 clusters Score -8.111093e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 195288 members 
Mstep: Class 3 contains 201767 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161829 members 
Mstep: Class 14 contains 25115 members 
Mstep: Class 20 contains 54757 members 
Mstep: Class 22 contains 17885 members 
Entering Unmasked Estep 
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Iteration 182Q: 11 clusters Score -8.111089e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 195212 members 
Mstep: Class 3 contains 201838 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161800 members 
Mstep: Class 14 contains 25112 members 
Mstep: Class 20 contains 54759 members 
Mstep: Class 22 contains 17919 members 
Entering Unmasked Estep 
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Iteration 183Q: 11 clusters Score -8.111105e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 195136 members 
Mstep: Class 3 contains 201901 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161799 members 
Mstep: Class 14 contains 25111 members 
Mstep: Class 20 contains 54750 members 
Mstep: Class 22 contains 17941 members 
Entering Unmasked Estep 
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Iteration 184Q: 11 clusters Score -8.11111e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 195064 members 
Mstep: Class 3 contains 201950 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161780 members 
Mstep: Class 14 contains 25110 members 
Mstep: Class 20 contains 54757 members 
Mstep: Class 22 contains 17975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111176.000000 Penalty: 33322.019531
Iteration 185Q: 11 clusters Score -8.111118e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 195024 members 
Mstep: Class 3 contains 201977 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161762 members 
Mstep: Class 14 contains 25106 members 
Mstep: Class 20 contains 54771 members 
Mstep: Class 22 contains 17995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111312.000000 Penalty: 33322.019531
Iteration 186Q: 11 clusters Score -8.111131e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 194961 members 
Mstep: Class 3 contains 202042 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161734 members 
Mstep: Class 14 contains 25095 members 
Mstep: Class 20 contains 54783 members 
Mstep: Class 22 contains 18017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111272.000000 Penalty: 33322.019531
Iteration 187Q: 11 clusters Score -8.111127e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 194883 members 
Mstep: Class 3 contains 202147 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161681 members 
Mstep: Class 14 contains 25088 members 
Mstep: Class 20 contains 54791 members 
Mstep: Class 22 contains 18042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111312.000000 Penalty: 33322.019531
Iteration 188Q: 11 clusters Score -8.111131e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 194847 members 
Mstep: Class 3 contains 202234 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161612 members 
Mstep: Class 14 contains 25082 members 
Mstep: Class 20 contains 54795 members 
Mstep: Class 22 contains 18064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111272.000000 Penalty: 33322.019531
Iteration 189Q: 11 clusters Score -8.111127e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 194812 members 
Mstep: Class 3 contains 202330 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161534 members 
Mstep: Class 14 contains 25073 members 
Mstep: Class 20 contains 54806 members 
Mstep: Class 22 contains 18085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111408.000000 Penalty: 33322.019531
Iteration 190Q: 11 clusters Score -8.111141e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 194770 members 
Mstep: Class 3 contains 202432 members 
Mstep: Class 4 contains 2748 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161451 members 
Mstep: Class 14 contains 25067 members 
Mstep: Class 20 contains 54822 members 
Mstep: Class 22 contains 18099 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111368.000000 Penalty: 33322.019531
Iteration 191Q: 11 clusters Score -8.111137e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20578 members 
Mstep: Class 2 contains 194703 members 
Mstep: Class 3 contains 202526 members 
Mstep: Class 4 contains 2749 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161412 members 
Mstep: Class 14 contains 25054 members 
Mstep: Class 20 contains 54832 members 
Mstep: Class 22 contains 18110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111488.000000 Penalty: 33322.019531
Iteration 192Q: 11 clusters Score -8.111149e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 194652 members 
Mstep: Class 3 contains 202611 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161368 members 
Mstep: Class 14 contains 25040 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 22 contains 18129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111432.000000 Penalty: 33322.019531
Iteration 193Q: 11 clusters Score -8.111143e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 194617 members 
Mstep: Class 3 contains 202681 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161319 members 
Mstep: Class 14 contains 25028 members 
Mstep: Class 20 contains 54845 members 
Mstep: Class 22 contains 18149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111336.000000 Penalty: 33322.019531
Iteration 194Q: 11 clusters Score -8.111134e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 194582 members 
Mstep: Class 3 contains 202753 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161262 members 
Mstep: Class 14 contains 25019 members 
Mstep: Class 20 contains 54853 members 
Mstep: Class 22 contains 18170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111336.000000 Penalty: 33322.019531
Iteration 195Q: 11 clusters Score -8.111134e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 194526 members 
Mstep: Class 3 contains 202828 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161211 members 
Mstep: Class 14 contains 25016 members 
Mstep: Class 20 contains 54867 members 
Mstep: Class 22 contains 18192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111528.000000 Penalty: 33322.019531
Iteration 196Q: 11 clusters Score -8.111153e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 194520 members 
Mstep: Class 3 contains 202865 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161164 members 
Mstep: Class 14 contains 25005 members 
Mstep: Class 20 contains 54883 members 
Mstep: Class 22 contains 18205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111624.000000 Penalty: 33322.019531
Iteration 197Q: 11 clusters Score -8.111162e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 194507 members 
Mstep: Class 3 contains 202903 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161114 members 
Mstep: Class 14 contains 25008 members 
Mstep: Class 20 contains 54893 members 
Mstep: Class 22 contains 18219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111704.000000 Penalty: 33322.019531
Iteration 198Q: 11 clusters Score -8.11117e+07 nChanged 359
Entering ConstructFrom: 
Score: -81111704.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Entering Unmasked Estep 
Score: -2473669.000000 Penalty: 2463.058105
	Iteration 0F: 2 clusters Score -2473669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2459279.250000 Penalty: 4926.116211
	Iteration 0F: 3 clusters Score -2459279 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2464010.500000 Penalty: 4926.116211
	Iteration 1F: 3 clusters Score -2464010 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10072 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2464309.750000 Penalty: 4926.116211
	Iteration 2Q: 3 clusters Score -2464310 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2464572.750000 Penalty: 4926.116211
	Iteration 3Q: 3 clusters Score -2464573 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -2464863.000000 Penalty: 4926.116211
	Iteration 4Q: 3 clusters Score -2464863 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2465223.750000 Penalty: 4926.116211
	Iteration 5Q: 3 clusters Score -2465224 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2465800.750000 Penalty: 4926.116211
	Iteration 6Q: 3 clusters Score -2465801 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -2466529.500000 Penalty: 4926.116211
	Iteration 7F: 3 clusters Score -2466530 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 12981 members 
Entering Unmasked Estep 
Score: -2467419.500000 Penalty: 4926.116211
	Iteration 8F: 3 clusters Score -2467420 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2468460.750000 Penalty: 4926.116211
	Iteration 9F: 3 clusters Score -2468461 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -2469573.250000 Penalty: 4926.116211
	Iteration 10F: 3 clusters Score -2469573 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2470606.500000 Penalty: 4926.116211
	Iteration 11F: 3 clusters Score -2470606 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -2471416.250000 Penalty: 4926.116211
	Iteration 12Q: 3 clusters Score -2471416 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2471969.500000 Penalty: 4926.116211
	Iteration 13Q: 3 clusters Score -2471970 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 18158 members 
Entering Unmasked Estep 
Score: -2472306.500000 Penalty: 4926.116211
	Iteration 14Q: 3 clusters Score -2472306 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2472517.250000 Penalty: 4926.116211
	Iteration 15Q: 3 clusters Score -2472517 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2472652.000000 Penalty: 4926.116211
	Iteration 16Q: 3 clusters Score -2472652 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -2472745.750000 Penalty: 4926.116211
	Iteration 17Q: 3 clusters Score -2472746 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 18931 members 
Entering Unmasked Estep 
Score: -2472799.500000 Penalty: 4926.116211
	Iteration 18Q: 3 clusters Score -2472800 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2472840.750000 Penalty: 4926.116211
	Iteration 19Q: 3 clusters Score -2472841 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2472875.500000 Penalty: 4926.116211
	Iteration 20F: 3 clusters Score -2472876 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2472908.500000 Penalty: 4926.116211
	Iteration 21Q: 3 clusters Score -2472908 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2472929.750000 Penalty: 4926.116211
	Iteration 22Q: 3 clusters Score -2472930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2472936.000000 Penalty: 4926.116211
	Iteration 23Q: 3 clusters Score -2472936 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -2472943.250000 Penalty: 4926.116211
	Iteration 24Q: 3 clusters Score -2472943 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 19239 members 
Entering Unmasked Estep 
Score: -2472944.500000 Penalty: 4926.116211
	Iteration 25Q: 3 clusters Score -2472944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -2472949.000000 Penalty: 4926.116211
	Iteration 26Q: 3 clusters Score -2472949 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2472957.500000 Penalty: 4926.116211
	Iteration 27Q: 3 clusters Score -2472958 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2472959.000000 Penalty: 4926.116211
	Iteration 28Q: 3 clusters Score -2472959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -2472960.500000 Penalty: 4926.116211
	Iteration 29Q: 3 clusters Score -2472960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 19272 members 
Entering Unmasked Estep 
Score: -2472958.750000 Penalty: 4926.116211
	Iteration 30Q: 3 clusters Score -2472959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -2472963.000000 Penalty: 4926.116211
	Iteration 31Q: 3 clusters Score -2472963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2472962.500000 Penalty: 4926.116211
	Iteration 32Q: 3 clusters Score -2472962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2472962.500000 Penalty: 4926.116211
	Iteration 33F: 3 clusters Score -2472962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (194517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194517 members 
Entering Unmasked Estep 
Score: -23459136.000000 Penalty: 3020.212158
	Iteration 0F: 2 clusters Score -2.345914e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 97165 members 
Entering Unmasked Estep 
Score: -23332644.000000 Penalty: 6040.424316
	Iteration 0F: 3 clusters Score -2.333264e+07 nChanged 93680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99252 members 
Mstep: Class 2 contains 95265 members 
Entering Unmasked Estep 
Score: -23387856.000000 Penalty: 6040.424316
	Iteration 1F: 3 clusters Score -2.338786e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100421 members 
Mstep: Class 2 contains 94096 members 
Entering Unmasked Estep 
Score: -23389014.000000 Penalty: 6040.424316
	Iteration 2Q: 3 clusters Score -2.338901e+07 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102286 members 
Mstep: Class 2 contains 92231 members 
Entering Unmasked Estep 
Score: -23390248.000000 Penalty: 6040.424316
	Iteration 3Q: 3 clusters Score -2.339025e+07 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105050 members 
Mstep: Class 2 contains 89467 members 
Entering Unmasked Estep 
Score: -23392212.000000 Penalty: 6040.424316
	Iteration 4Q: 3 clusters Score -2.339221e+07 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109112 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -23394572.000000 Penalty: 6040.424316
	Iteration 5Q: 3 clusters Score -2.339457e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114984 members 
Mstep: Class 2 contains 79533 members 
Entering Unmasked Estep 
Score: -23398088.000000 Penalty: 6040.424316
	Iteration 6Q: 3 clusters Score -2.339809e+07 nChanged 10145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123157 members 
Mstep: Class 2 contains 71360 members 
Entering Unmasked Estep 
Score: -23403628.000000 Penalty: 6040.424316
	Iteration 7F: 3 clusters Score -2.340363e+07 nChanged 11950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133789 members 
Mstep: Class 2 contains 60728 members 
Entering Unmasked Estep 
Score: -23411928.000000 Penalty: 6040.424316
	Iteration 8F: 3 clusters Score -2.341193e+07 nChanged 13030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145937 members 
Mstep: Class 2 contains 48580 members 
Entering Unmasked Estep 
Score: -23422524.000000 Penalty: 6040.424316
	Iteration 9F: 3 clusters Score -2.342252e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157539 members 
Mstep: Class 2 contains 36978 members 
Entering Unmasked Estep 
Score: -23432930.000000 Penalty: 6040.424316
	Iteration 10F: 3 clusters Score -2.343293e+07 nChanged 9645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166498 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -23440322.000000 Penalty: 6040.424316
	Iteration 11Q: 3 clusters Score -2.344032e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172884 members 
Mstep: Class 2 contains 21633 members 
Entering Unmasked Estep 
Score: -23445454.000000 Penalty: 6040.424316
	Iteration 12Q: 3 clusters Score -2.344545e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177505 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -23448604.000000 Penalty: 6040.424316
	Iteration 13Q: 3 clusters Score -2.34486e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181165 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -23450846.000000 Penalty: 6040.424316
	Iteration 14Q: 3 clusters Score -2.345085e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183989 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -23452284.000000 Penalty: 6040.424316
	Iteration 15Q: 3 clusters Score -2.345228e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186254 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -23453374.000000 Penalty: 6040.424316
	Iteration 16Q: 3 clusters Score -2.345337e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188001 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -23454366.000000 Penalty: 6040.424316
	Iteration 17Q: 3 clusters Score -2.345437e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189351 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -23455054.000000 Penalty: 6040.424316
	Iteration 18Q: 3 clusters Score -2.345505e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190404 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -23455526.000000 Penalty: 6040.424316
	Iteration 19Q: 3 clusters Score -2.345553e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191144 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -23455804.000000 Penalty: 6040.424316
	Iteration 20F: 3 clusters Score -2.34558e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191727 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -23455970.000000 Penalty: 6040.424316
	Iteration 21Q: 3 clusters Score -2.345597e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192161 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -23456138.000000 Penalty: 6040.424316
	Iteration 22Q: 3 clusters Score -2.345614e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192476 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -23456320.000000 Penalty: 6040.424316
	Iteration 23Q: 3 clusters Score -2.345632e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192703 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -23456374.000000 Penalty: 6040.424316
	Iteration 24Q: 3 clusters Score -2.345637e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192874 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -23456416.000000 Penalty: 6040.424316
	Iteration 25Q: 3 clusters Score -2.345642e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193003 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -23456530.000000 Penalty: 6040.424316
	Iteration 26Q: 3 clusters Score -2.345653e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193107 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -23456592.000000 Penalty: 6040.424316
	Iteration 27Q: 3 clusters Score -2.345659e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193182 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -23456640.000000 Penalty: 6040.424316
	Iteration 28Q: 3 clusters Score -2.345664e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193239 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -23456690.000000 Penalty: 6040.424316
	Iteration 29Q: 3 clusters Score -2.345669e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193273 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -23456702.000000 Penalty: 6040.424316
	Iteration 30Q: 3 clusters Score -2.34567e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193296 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -23456712.000000 Penalty: 6040.424316
	Iteration 31Q: 3 clusters Score -2.345671e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193326 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -23456702.000000 Penalty: 6040.424316
	Iteration 32Q: 3 clusters Score -2.34567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193349 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -23456736.000000 Penalty: 6040.424316
	Iteration 33Q: 3 clusters Score -2.345674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193372 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -23456728.000000 Penalty: 6040.424316
	Iteration 34Q: 3 clusters Score -2.345673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193400 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23456722.000000 Penalty: 6040.424316
	Iteration 35Q: 3 clusters Score -2.345672e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193426 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -23456738.000000 Penalty: 6040.424316
	Iteration 36Q: 3 clusters Score -2.345674e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193437 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23456748.000000 Penalty: 6040.424316
	Iteration 37Q: 3 clusters Score -2.345675e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193454 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -23456754.000000 Penalty: 6040.424316
	Iteration 38Q: 3 clusters Score -2.345675e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -23456738.000000 Penalty: 6040.424316
	Iteration 39Q: 3 clusters Score -2.345674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193476 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -23456764.000000 Penalty: 6040.424316
	Iteration 40F: 3 clusters Score -2.345676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193483 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -23456766.000000 Penalty: 6040.424316
	Iteration 41Q: 3 clusters Score -2.345677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193490 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -23456774.000000 Penalty: 6040.424316
	Iteration 42Q: 3 clusters Score -2.345677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193497 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -23456780.000000 Penalty: 6040.424316
	Iteration 43Q: 3 clusters Score -2.345678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193505 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -23456782.000000 Penalty: 6040.424316
	Iteration 44Q: 3 clusters Score -2.345678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193512 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -23456782.000000 Penalty: 6040.424316
	Iteration 45Q: 3 clusters Score -2.345678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193514 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -23456794.000000 Penalty: 6040.424316
	Iteration 46Q: 3 clusters Score -2.345679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193517 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -23456800.000000 Penalty: 6040.424316
	Iteration 47Q: 3 clusters Score -2.34568e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193521 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -23456786.000000 Penalty: 6040.424316
	Iteration 48Q: 3 clusters Score -2.345679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193527 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -23456804.000000 Penalty: 6040.424316
	Iteration 49Q: 3 clusters Score -2.34568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193529 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -23456804.000000 Penalty: 6040.424316
	Iteration 50Q: 3 clusters Score -2.34568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193530 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -23456796.000000 Penalty: 6040.424316
	Iteration 51Q: 3 clusters Score -2.34568e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193531 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -23456796.000000 Penalty: 6040.424316
	Iteration 52Q: 3 clusters Score -2.34568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193533 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -23456800.000000 Penalty: 6040.424316
	Iteration 53Q: 3 clusters Score -2.34568e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193533 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -23456800.000000 Penalty: 6040.424316
	Iteration 54F: 3 clusters Score -2.34568e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202928 members 
Entering Unmasked Estep 
Score: -24361218.000000 Penalty: 3030.710449
	Iteration 0F: 2 clusters Score -2.436122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101267 members 
Mstep: Class 2 contains 101661 members 
Entering Unmasked Estep 
Score: -24228008.000000 Penalty: 6061.420898
	Iteration 0F: 3 clusters Score -2.422801e+07 nChanged 97174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98271 members 
Mstep: Class 2 contains 104657 members 
Entering Unmasked Estep 
Score: -24285290.000000 Penalty: 6061.420898
	Iteration 1F: 3 clusters Score -2.428529e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96286 members 
Mstep: Class 2 contains 106642 members 
Entering Unmasked Estep 
Score: -24286914.000000 Penalty: 6061.420898
	Iteration 2Q: 3 clusters Score -2.428691e+07 nChanged 6858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93396 members 
Mstep: Class 2 contains 109532 members 
Entering Unmasked Estep 
Score: -24289288.000000 Penalty: 6061.420898
	Iteration 3Q: 3 clusters Score -2.428929e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89390 members 
Mstep: Class 2 contains 113538 members 
Entering Unmasked Estep 
Score: -24293092.000000 Penalty: 6061.420898
	Iteration 4Q: 3 clusters Score -2.429309e+07 nChanged 9910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84086 members 
Mstep: Class 2 contains 118842 members 
Entering Unmasked Estep 
Score: -24299450.000000 Penalty: 6061.420898
	Iteration 5Q: 3 clusters Score -2.429945e+07 nChanged 11512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78030 members 
Mstep: Class 2 contains 124898 members 
Entering Unmasked Estep 
Score: -24308006.000000 Penalty: 6061.420898
	Iteration 6F: 3 clusters Score -2.430801e+07 nChanged 12994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72332 members 
Mstep: Class 2 contains 130596 members 
Entering Unmasked Estep 
Score: -24319036.000000 Penalty: 6061.420898
	Iteration 7F: 3 clusters Score -2.431904e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68186 members 
Mstep: Class 2 contains 134742 members 
Entering Unmasked Estep 
Score: -24330094.000000 Penalty: 6061.420898
	Iteration 8F: 3 clusters Score -2.433009e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66210 members 
Mstep: Class 2 contains 136718 members 
Entering Unmasked Estep 
Score: -24338608.000000 Penalty: 6061.420898
	Iteration 9F: 3 clusters Score -2.433861e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65272 members 
Mstep: Class 2 contains 137656 members 
Entering Unmasked Estep 
Score: -24342672.000000 Penalty: 6061.420898
	Iteration 10Q: 3 clusters Score -2.434267e+07 nChanged 5858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64492 members 
Mstep: Class 2 contains 138436 members 
Entering Unmasked Estep 
Score: -24344796.000000 Penalty: 6061.420898
	Iteration 11Q: 3 clusters Score -2.43448e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63704 members 
Mstep: Class 2 contains 139224 members 
Entering Unmasked Estep 
Score: -24345938.000000 Penalty: 6061.420898
	Iteration 12Q: 3 clusters Score -2.434594e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62968 members 
Mstep: Class 2 contains 139960 members 
Entering Unmasked Estep 
Score: -24346876.000000 Penalty: 6061.420898
	Iteration 13Q: 3 clusters Score -2.434688e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62395 members 
Mstep: Class 2 contains 140533 members 
Entering Unmasked Estep 
Score: -24347510.000000 Penalty: 6061.420898
	Iteration 14Q: 3 clusters Score -2.434751e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 141058 members 
Entering Unmasked Estep 
Score: -24348048.000000 Penalty: 6061.420898
	Iteration 15Q: 3 clusters Score -2.434805e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61460 members 
Mstep: Class 2 contains 141468 members 
Entering Unmasked Estep 
Score: -24348680.000000 Penalty: 6061.420898
	Iteration 16Q: 3 clusters Score -2.434868e+07 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61160 members 
Mstep: Class 2 contains 141768 members 
Entering Unmasked Estep 
Score: -24349218.000000 Penalty: 6061.420898
	Iteration 17Q: 3 clusters Score -2.434922e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60931 members 
Mstep: Class 2 contains 141997 members 
Entering Unmasked Estep 
Score: -24349570.000000 Penalty: 6061.420898
	Iteration 18Q: 3 clusters Score -2.434957e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60784 members 
Mstep: Class 2 contains 142144 members 
Entering Unmasked Estep 
Score: -24350034.000000 Penalty: 6061.420898
	Iteration 19Q: 3 clusters Score -2.435003e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60807 members 
Mstep: Class 2 contains 142121 members 
Entering Unmasked Estep 
Score: -24350510.000000 Penalty: 6061.420898
	Iteration 20F: 3 clusters Score -2.435051e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60899 members 
Mstep: Class 2 contains 142029 members 
Entering Unmasked Estep 
Score: -24350982.000000 Penalty: 6061.420898
	Iteration 21Q: 3 clusters Score -2.435098e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61059 members 
Mstep: Class 2 contains 141869 members 
Entering Unmasked Estep 
Score: -24351436.000000 Penalty: 6061.420898
	Iteration 22Q: 3 clusters Score -2.435144e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61331 members 
Mstep: Class 2 contains 141597 members 
Entering Unmasked Estep 
Score: -24351984.000000 Penalty: 6061.420898
	Iteration 23Q: 3 clusters Score -2.435198e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 141223 members 
Entering Unmasked Estep 
Score: -24352402.000000 Penalty: 6061.420898
	Iteration 24Q: 3 clusters Score -2.43524e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62188 members 
Mstep: Class 2 contains 140740 members 
Entering Unmasked Estep 
Score: -24352804.000000 Penalty: 6061.420898
	Iteration 25Q: 3 clusters Score -2.43528e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62883 members 
Mstep: Class 2 contains 140045 members 
Entering Unmasked Estep 
Score: -24353398.000000 Penalty: 6061.420898
	Iteration 26Q: 3 clusters Score -2.43534e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63644 members 
Mstep: Class 2 contains 139284 members 
Entering Unmasked Estep 
Score: -24354078.000000 Penalty: 6061.420898
	Iteration 27Q: 3 clusters Score -2.435408e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64367 members 
Mstep: Class 2 contains 138561 members 
Entering Unmasked Estep 
Score: -24354706.000000 Penalty: 6061.420898
	Iteration 28Q: 3 clusters Score -2.435471e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64854 members 
Mstep: Class 2 contains 138074 members 
Entering Unmasked Estep 
Score: -24355290.000000 Penalty: 6061.420898
	Iteration 29Q: 3 clusters Score -2.435529e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65173 members 
Mstep: Class 2 contains 137755 members 
Entering Unmasked Estep 
Score: -24355736.000000 Penalty: 6061.420898
	Iteration 30Q: 3 clusters Score -2.435574e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65375 members 
Mstep: Class 2 contains 137553 members 
Entering Unmasked Estep 
Score: -24355900.000000 Penalty: 6061.420898
	Iteration 31Q: 3 clusters Score -2.43559e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65552 members 
Mstep: Class 2 contains 137376 members 
Entering Unmasked Estep 
Score: -24356036.000000 Penalty: 6061.420898
	Iteration 32Q: 3 clusters Score -2.435604e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -24356172.000000 Penalty: 6061.420898
	Iteration 33Q: 3 clusters Score -2.435617e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65681 members 
Mstep: Class 2 contains 137247 members 
Entering Unmasked Estep 
Score: -24356118.000000 Penalty: 6061.420898
	Iteration 34Q: 3 clusters Score -2.435612e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65685 members 
Mstep: Class 2 contains 137243 members 
Entering Unmasked Estep 
Score: -24356120.000000 Penalty: 6061.420898
	Iteration 35Q: 3 clusters Score -2.435612e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65674 members 
Mstep: Class 2 contains 137254 members 
Entering Unmasked Estep 
Score: -24356144.000000 Penalty: 6061.420898
	Iteration 36Q: 3 clusters Score -2.435614e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65667 members 
Mstep: Class 2 contains 137261 members 
Entering Unmasked Estep 
Score: -24356128.000000 Penalty: 6061.420898
	Iteration 37Q: 3 clusters Score -2.435613e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65634 members 
Mstep: Class 2 contains 137294 members 
Entering Unmasked Estep 
Score: -24356116.000000 Penalty: 6061.420898
	Iteration 38Q: 3 clusters Score -2.435612e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65620 members 
Mstep: Class 2 contains 137308 members 
Entering Unmasked Estep 
Score: -24356116.000000 Penalty: 6061.420898
	Iteration 39Q: 3 clusters Score -2.435612e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65603 members 
Mstep: Class 2 contains 137325 members 
Entering Unmasked Estep 
Score: -24356112.000000 Penalty: 6061.420898
	Iteration 40F: 3 clusters Score -2.435611e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65601 members 
Mstep: Class 2 contains 137327 members 
Entering Unmasked Estep 
Score: -24356112.000000 Penalty: 6061.420898
	Iteration 41Q: 3 clusters Score -2.435611e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65616 members 
Mstep: Class 2 contains 137312 members 
Entering Unmasked Estep 
Score: -24356106.000000 Penalty: 6061.420898
	Iteration 42Q: 3 clusters Score -2.435611e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65629 members 
Mstep: Class 2 contains 137299 members 
Entering Unmasked Estep 
Score: -24356116.000000 Penalty: 6061.420898
	Iteration 43Q: 3 clusters Score -2.435612e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65650 members 
Mstep: Class 2 contains 137278 members 
Entering Unmasked Estep 
Score: -24356114.000000 Penalty: 6061.420898
	Iteration 44Q: 3 clusters Score -2.435611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65668 members 
Mstep: Class 2 contains 137260 members 
Entering Unmasked Estep 
Score: -24356120.000000 Penalty: 6061.420898
	Iteration 45Q: 3 clusters Score -2.435612e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 137252 members 
Entering Unmasked Estep 
Score: -24356104.000000 Penalty: 6061.420898
	Iteration 46Q: 3 clusters Score -2.43561e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65684 members 
Mstep: Class 2 contains 137244 members 
Entering Unmasked Estep 
Score: -24356114.000000 Penalty: 6061.420898
	Iteration 47Q: 3 clusters Score -2.435611e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65691 members 
Mstep: Class 2 contains 137237 members 
Entering Unmasked Estep 
Score: -24356092.000000 Penalty: 6061.420898
	Iteration 48Q: 3 clusters Score -2.435609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65697 members 
Mstep: Class 2 contains 137231 members 
Entering Unmasked Estep 
Score: -24356066.000000 Penalty: 6061.420898
	Iteration 49Q: 3 clusters Score -2.435607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65705 members 
Mstep: Class 2 contains 137223 members 
Entering Unmasked Estep 
Score: -24356074.000000 Penalty: 6061.420898
	Iteration 50Q: 3 clusters Score -2.435607e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65710 members 
Mstep: Class 2 contains 137218 members 
Entering Unmasked Estep 
Score: -24356058.000000 Penalty: 6061.420898
	Iteration 51Q: 3 clusters Score -2.435606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65712 members 
Mstep: Class 2 contains 137216 members 
Entering Unmasked Estep 
Score: -24356068.000000 Penalty: 6061.420898
	Iteration 52Q: 3 clusters Score -2.435607e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65714 members 
Mstep: Class 2 contains 137214 members 
Entering Unmasked Estep 
Score: -24356062.000000 Penalty: 6061.420898
	Iteration 53Q: 3 clusters Score -2.435606e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65718 members 
Mstep: Class 2 contains 137210 members 
Entering Unmasked Estep 
Score: -24356074.000000 Penalty: 6061.420898
	Iteration 54Q: 3 clusters Score -2.435607e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65725 members 
Mstep: Class 2 contains 137203 members 
Entering Unmasked Estep 
Score: -24356056.000000 Penalty: 6061.420898
	Iteration 55Q: 3 clusters Score -2.435606e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65730 members 
Mstep: Class 2 contains 137198 members 
Entering Unmasked Estep 
Score: -24356056.000000 Penalty: 6061.420898
	Iteration 56Q: 3 clusters Score -2.435606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 137193 members 
Entering Unmasked Estep 
Score: -24356052.000000 Penalty: 6061.420898
	Iteration 57Q: 3 clusters Score -2.435605e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65739 members 
Mstep: Class 2 contains 137189 members 
Entering Unmasked Estep 
Score: -24356058.000000 Penalty: 6061.420898
	Iteration 58Q: 3 clusters Score -2.435606e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65735 members 
Mstep: Class 2 contains 137193 members 
Entering Unmasked Estep 
Score: -24356044.000000 Penalty: 6061.420898
	Iteration 59Q: 3 clusters Score -2.435604e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65738 members 
Mstep: Class 2 contains 137190 members 
Entering Unmasked Estep 
Score: -24356064.000000 Penalty: 6061.420898
	Iteration 60F: 3 clusters Score -2.435606e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 137191 members 
Entering Unmasked Estep 
Score: -24356064.000000 Penalty: 6061.420898
	Iteration 61Q: 3 clusters Score -2.435606e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65737 members 
Mstep: Class 2 contains 137191 members 
Entering Unmasked Estep 
Score: -24356064.000000 Penalty: 6061.420898
	Iteration 62F: 3 clusters Score -2.435606e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Entering Unmasked Estep 
Score: -308591.812500 Penalty: 1964.000366
	Iteration 0F: 2 clusters Score -308591.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -305499.593750 Penalty: 3928.000732
	Iteration 0F: 3 clusters Score -305499.6 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -306110.000000 Penalty: 3928.000732
	Iteration 1F: 3 clusters Score -306110 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -306289.843750 Penalty: 3928.000732
	Iteration 2F: 3 clusters Score -306289.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -306406.437500 Penalty: 3928.000732
	Iteration 3Q: 3 clusters Score -306406.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -306482.906250 Penalty: 3928.000732
	Iteration 4Q: 3 clusters Score -306482.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -306534.343750 Penalty: 3928.000732
	Iteration 5Q: 3 clusters Score -306534.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -306570.000000 Penalty: 3928.000732
	Iteration 6Q: 3 clusters Score -306570 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -306593.750000 Penalty: 3928.000732
	Iteration 7Q: 3 clusters Score -306593.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -306613.187500 Penalty: 3928.000732
	Iteration 8Q: 3 clusters Score -306613.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -306625.562500 Penalty: 3928.000732
	Iteration 9Q: 3 clusters Score -306625.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -306640.218750 Penalty: 3928.000732
	Iteration 10Q: 3 clusters Score -306640.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -306668.625000 Penalty: 3928.000732
	Iteration 11Q: 3 clusters Score -306668.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -306689.718750 Penalty: 3928.000732
	Iteration 12Q: 3 clusters Score -306689.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -306708.656250 Penalty: 3928.000732
	Iteration 13Q: 3 clusters Score -306708.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -306720.531250 Penalty: 3928.000732
	Iteration 14Q: 3 clusters Score -306720.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -306728.531250 Penalty: 3928.000732
	Iteration 15Q: 3 clusters Score -306728.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -306734.406250 Penalty: 3928.000732
	Iteration 16Q: 3 clusters Score -306734.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -306738.531250 Penalty: 3928.000732
	Iteration 17Q: 3 clusters Score -306738.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -306745.750000 Penalty: 3928.000732
	Iteration 18Q: 3 clusters Score -306745.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -306757.218750 Penalty: 3928.000732
	Iteration 19Q: 3 clusters Score -306757.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -306771.718750 Penalty: 3928.000732
	Iteration 20F: 3 clusters Score -306771.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -306783.187500 Penalty: 3928.000732
	Iteration 21Q: 3 clusters Score -306783.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -306793.406250 Penalty: 3928.000732
	Iteration 22Q: 3 clusters Score -306793.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -306804.156250 Penalty: 3928.000732
	Iteration 23Q: 3 clusters Score -306804.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -306818.687500 Penalty: 3928.000732
	Iteration 24Q: 3 clusters Score -306818.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -306831.593750 Penalty: 3928.000732
	Iteration 25Q: 3 clusters Score -306831.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -306841.968750 Penalty: 3928.000732
	Iteration 26Q: 3 clusters Score -306842 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -306849.718750 Penalty: 3928.000732
	Iteration 27Q: 3 clusters Score -306849.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -306857.750000 Penalty: 3928.000732
	Iteration 28Q: 3 clusters Score -306857.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -306863.906250 Penalty: 3928.000732
	Iteration 29Q: 3 clusters Score -306863.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -306868.875000 Penalty: 3928.000732
	Iteration 30Q: 3 clusters Score -306868.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -306873.562500 Penalty: 3928.000732
	Iteration 31Q: 3 clusters Score -306873.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -306878.281250 Penalty: 3928.000732
	Iteration 32Q: 3 clusters Score -306878.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -306882.218750 Penalty: 3928.000732
	Iteration 33Q: 3 clusters Score -306882.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -306885.437500 Penalty: 3928.000732
	Iteration 34Q: 3 clusters Score -306885.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -306888.937500 Penalty: 3928.000732
	Iteration 35Q: 3 clusters Score -306888.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -306891.125000 Penalty: 3928.000732
	Iteration 36Q: 3 clusters Score -306891.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -306892.593750 Penalty: 3928.000732
	Iteration 37Q: 3 clusters Score -306892.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -306893.593750 Penalty: 3928.000732
	Iteration 38Q: 3 clusters Score -306893.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -306895.937500 Penalty: 3928.000732
	Iteration 39Q: 3 clusters Score -306895.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -306897.968750 Penalty: 3928.000732
	Iteration 40F: 3 clusters Score -306898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -306899.937500 Penalty: 3928.000732
	Iteration 41Q: 3 clusters Score -306899.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -306904.343750 Penalty: 3928.000732
	Iteration 42Q: 3 clusters Score -306904.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -306911.062500 Penalty: 3928.000732
	Iteration 43Q: 3 clusters Score -306911.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -306915.750000 Penalty: 3928.000732
	Iteration 44Q: 3 clusters Score -306915.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -306919.062500 Penalty: 3928.000732
	Iteration 45Q: 3 clusters Score -306919.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -306924.343750 Penalty: 3928.000732
	Iteration 46Q: 3 clusters Score -306924.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -306930.125000 Penalty: 3928.000732
	Iteration 47Q: 3 clusters Score -306930.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -306935.218750 Penalty: 3928.000732
	Iteration 48Q: 3 clusters Score -306935.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -306939.375000 Penalty: 3928.000732
	Iteration 49Q: 3 clusters Score -306939.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -306943.031250 Penalty: 3928.000732
	Iteration 50Q: 3 clusters Score -306943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -306950.187500 Penalty: 3928.000732
	Iteration 51Q: 3 clusters Score -306950.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -306954.625000 Penalty: 3928.000732
	Iteration 52Q: 3 clusters Score -306954.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -306958.281250 Penalty: 3928.000732
	Iteration 53Q: 3 clusters Score -306958.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -306961.250000 Penalty: 3928.000732
	Iteration 54Q: 3 clusters Score -306961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -306963.156250 Penalty: 3928.000732
	Iteration 55Q: 3 clusters Score -306963.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -306964.843750 Penalty: 3928.000732
	Iteration 56Q: 3 clusters Score -306964.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -306966.812500 Penalty: 3928.000732
	Iteration 57Q: 3 clusters Score -306966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -306967.843750 Penalty: 3928.000732
	Iteration 58Q: 3 clusters Score -306967.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -306968.375000 Penalty: 3928.000732
	Iteration 59Q: 3 clusters Score -306968.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -306968.375000 Penalty: 3928.000732
	Iteration 60F: 3 clusters Score -306968.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (348 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Entering Unmasked Estep 
Score: -33580.703125 Penalty: 1451.346191
	Iteration 0F: 2 clusters Score -33580.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -32296.591797 Penalty: 2902.692383
	Iteration 0F: 3 clusters Score -32296.59 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32426.849609 Penalty: 2902.692383
	Iteration 1F: 3 clusters Score -32426.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32447.291016 Penalty: 2902.692383
	Iteration 2Q: 3 clusters Score -32447.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -32455.912109 Penalty: 2902.692383
	Iteration 3Q: 3 clusters Score -32455.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32463.341797 Penalty: 2902.692383
	Iteration 4Q: 3 clusters Score -32463.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32469.384766 Penalty: 2902.692383
	Iteration 5Q: 3 clusters Score -32469.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32470.289062 Penalty: 2902.692383
	Iteration 6Q: 3 clusters Score -32470.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32470.289062 Penalty: 2902.692383
	Iteration 7F: 3 clusters Score -32470.29 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Entering Unmasked Estep 
Score: -468078.812500 Penalty: 2062.017822
	Iteration 0F: 2 clusters Score -468078.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -464099.687500 Penalty: 4124.035645
	Iteration 0F: 3 clusters Score -464099.7 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -465119.875000 Penalty: 4124.035645
	Iteration 1F: 3 clusters Score -465119.9 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -465532.781250 Penalty: 4124.035645
	Iteration 2F: 3 clusters Score -465532.8 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -465848.031250 Penalty: 4124.035645
	Iteration 3F: 3 clusters Score -465848 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -466103.312500 Penalty: 4124.035645
	Iteration 4F: 3 clusters Score -466103.3 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -466306.375000 Penalty: 4124.035645
	Iteration 5F: 3 clusters Score -466306.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -466461.343750 Penalty: 4124.035645
	Iteration 6Q: 3 clusters Score -466461.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -466557.562500 Penalty: 4124.035645
	Iteration 7Q: 3 clusters Score -466557.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -466619.031250 Penalty: 4124.035645
	Iteration 8Q: 3 clusters Score -466619 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -466664.906250 Penalty: 4124.035645
	Iteration 9Q: 3 clusters Score -466664.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -466697.843750 Penalty: 4124.035645
	Iteration 10Q: 3 clusters Score -466697.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -466722.968750 Penalty: 4124.035645
	Iteration 11Q: 3 clusters Score -466723 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -466742.937500 Penalty: 4124.035645
	Iteration 12Q: 3 clusters Score -466742.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -466764.156250 Penalty: 4124.035645
	Iteration 13Q: 3 clusters Score -466764.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -466786.625000 Penalty: 4124.035645
	Iteration 14Q: 3 clusters Score -466786.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -466799.031250 Penalty: 4124.035645
	Iteration 15Q: 3 clusters Score -466799 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -466807.625000 Penalty: 4124.035645
	Iteration 16Q: 3 clusters Score -466807.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -466813.125000 Penalty: 4124.035645
	Iteration 17Q: 3 clusters Score -466813.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -466820.000000 Penalty: 4124.035645
	Iteration 18Q: 3 clusters Score -466820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -466827.875000 Penalty: 4124.035645
	Iteration 19Q: 3 clusters Score -466827.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -466836.406250 Penalty: 4124.035645
	Iteration 20F: 3 clusters Score -466836.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -466846.250000 Penalty: 4124.035645
	Iteration 21Q: 3 clusters Score -466846.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -466859.437500 Penalty: 4124.035645
	Iteration 22Q: 3 clusters Score -466859.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -466871.750000 Penalty: 4124.035645
	Iteration 23Q: 3 clusters Score -466871.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -466879.468750 Penalty: 4124.035645
	Iteration 24Q: 3 clusters Score -466879.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -466885.937500 Penalty: 4124.035645
	Iteration 25Q: 3 clusters Score -466885.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -466887.937500 Penalty: 4124.035645
	Iteration 26Q: 3 clusters Score -466887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -466890.937500 Penalty: 4124.035645
	Iteration 27Q: 3 clusters Score -466890.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -466891.687500 Penalty: 4124.035645
	Iteration 28Q: 3 clusters Score -466891.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -466892.656250 Penalty: 4124.035645
	Iteration 29Q: 3 clusters Score -466892.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -466893.312500 Penalty: 4124.035645
	Iteration 30Q: 3 clusters Score -466893.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -466893.312500 Penalty: 4124.035645
	Iteration 31F: 3 clusters Score -466893.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161065 members 
Entering Unmasked Estep 
Score: -19429496.000000 Penalty: 2973.411621
	Iteration 0F: 2 clusters Score -1.94295e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80423 members 
Mstep: Class 2 contains 80642 members 
Entering Unmasked Estep 
Score: -19323886.000000 Penalty: 5946.823242
	Iteration 0F: 3 clusters Score -1.932389e+07 nChanged 76728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76413 members 
Mstep: Class 2 contains 84652 members 
Entering Unmasked Estep 
Score: -19368534.000000 Penalty: 5946.823242
	Iteration 1F: 3 clusters Score -1.936853e+07 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74056 members 
Mstep: Class 2 contains 87009 members 
Entering Unmasked Estep 
Score: -19370072.000000 Penalty: 5946.823242
	Iteration 2Q: 3 clusters Score -1.937007e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 90734 members 
Entering Unmasked Estep 
Score: -19372204.000000 Penalty: 5946.823242
	Iteration 3Q: 3 clusters Score -1.93722e+07 nChanged 7969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64606 members 
Mstep: Class 2 contains 96459 members 
Entering Unmasked Estep 
Score: -19375722.000000 Penalty: 5946.823242
	Iteration 4Q: 3 clusters Score -1.937572e+07 nChanged 9758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56602 members 
Mstep: Class 2 contains 104463 members 
Entering Unmasked Estep 
Score: -19381224.000000 Penalty: 5946.823242
	Iteration 5F: 3 clusters Score -1.938122e+07 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46313 members 
Mstep: Class 2 contains 114752 members 
Entering Unmasked Estep 
Score: -19389078.000000 Penalty: 5946.823242
	Iteration 6F: 3 clusters Score -1.938908e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34663 members 
Mstep: Class 2 contains 126402 members 
Entering Unmasked Estep 
Score: -19399032.000000 Penalty: 5946.823242
	Iteration 7F: 3 clusters Score -1.939903e+07 nChanged 11631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 137799 members 
Entering Unmasked Estep 
Score: -19409240.000000 Penalty: 5946.823242
	Iteration 8F: 3 clusters Score -1.940924e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 147127 members 
Entering Unmasked Estep 
Score: -19417416.000000 Penalty: 5946.823242
	Iteration 9F: 3 clusters Score -1.941742e+07 nChanged 6223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 153340 members 
Entering Unmasked Estep 
Score: -19422702.000000 Penalty: 5946.823242
	Iteration 10Q: 3 clusters Score -1.94227e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 156806 members 
Entering Unmasked Estep 
Score: -19425132.000000 Penalty: 5946.823242
	Iteration 11Q: 3 clusters Score -1.942513e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 158373 members 
Entering Unmasked Estep 
Score: -19426152.000000 Penalty: 5946.823242
	Iteration 12Q: 3 clusters Score -1.942615e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 159104 members 
Entering Unmasked Estep 
Score: -19426638.000000 Penalty: 5946.823242
	Iteration 13Q: 3 clusters Score -1.942664e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 159459 members 
Entering Unmasked Estep 
Score: -19426914.000000 Penalty: 5946.823242
	Iteration 14Q: 3 clusters Score -1.942691e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 159637 members 
Entering Unmasked Estep 
Score: -19427090.000000 Penalty: 5946.823242
	Iteration 15Q: 3 clusters Score -1.942709e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 159709 members 
Entering Unmasked Estep 
Score: -19427218.000000 Penalty: 5946.823242
	Iteration 16Q: 3 clusters Score -1.942722e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 159752 members 
Entering Unmasked Estep 
Score: -19427276.000000 Penalty: 5946.823242
	Iteration 17Q: 3 clusters Score -1.942728e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 159774 members 
Entering Unmasked Estep 
Score: -19427334.000000 Penalty: 5946.823242
	Iteration 18Q: 3 clusters Score -1.942733e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 159782 members 
Entering Unmasked Estep 
Score: -19427400.000000 Penalty: 5946.823242
	Iteration 19Q: 3 clusters Score -1.94274e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 159791 members 
Entering Unmasked Estep 
Score: -19427420.000000 Penalty: 5946.823242
	Iteration 20F: 3 clusters Score -1.942742e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 159797 members 
Entering Unmasked Estep 
Score: -19427468.000000 Penalty: 5946.823242
	Iteration 21Q: 3 clusters Score -1.942747e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 159811 members 
Entering Unmasked Estep 
Score: -19427476.000000 Penalty: 5946.823242
	Iteration 22Q: 3 clusters Score -1.942748e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -19427488.000000 Penalty: 5946.823242
	Iteration 23Q: 3 clusters Score -1.942749e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 159804 members 
Entering Unmasked Estep 
Score: -19427510.000000 Penalty: 5946.823242
	Iteration 24Q: 3 clusters Score -1.942751e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 159802 members 
Entering Unmasked Estep 
Score: -19427532.000000 Penalty: 5946.823242
	Iteration 25Q: 3 clusters Score -1.942753e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 159809 members 
Entering Unmasked Estep 
Score: -19427544.000000 Penalty: 5946.823242
	Iteration 26Q: 3 clusters Score -1.942754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 159814 members 
Entering Unmasked Estep 
Score: -19427544.000000 Penalty: 5946.823242
	Iteration 27Q: 3 clusters Score -1.942754e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 159820 members 
Entering Unmasked Estep 
Score: -19427548.000000 Penalty: 5946.823242
	Iteration 28Q: 3 clusters Score -1.942755e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 159823 members 
Entering Unmasked Estep 
Score: -19427570.000000 Penalty: 5946.823242
	Iteration 29Q: 3 clusters Score -1.942757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -19427570.000000 Penalty: 5946.823242
	Iteration 30Q: 3 clusters Score -1.942757e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -19427568.000000 Penalty: 5946.823242
	Iteration 31Q: 3 clusters Score -1.942757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -19427572.000000 Penalty: 5946.823242
	Iteration 32Q: 3 clusters Score -1.942757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 159825 members 
Entering Unmasked Estep 
Score: -19427576.000000 Penalty: 5946.823242
	Iteration 33Q: 3 clusters Score -1.942758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -19427576.000000 Penalty: 5946.823242
	Iteration 34Q: 3 clusters Score -1.942758e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 159824 members 
Entering Unmasked Estep 
Score: -19427576.000000 Penalty: 5946.823242
	Iteration 35F: 3 clusters Score -1.942758e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (25011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Entering Unmasked Estep 
Score: -3079425.000000 Penalty: 2511.513672
	Iteration 0F: 2 clusters Score -3079425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 12551 members 
Entering Unmasked Estep 
Score: -3062046.750000 Penalty: 5023.027344
	Iteration 0F: 3 clusters Score -3062047 nChanged 11224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -3068207.000000 Penalty: 5023.027344
	Iteration 1F: 3 clusters Score -3068207 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -3068634.750000 Penalty: 5023.027344
	Iteration 2Q: 3 clusters Score -3068635 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3069035.000000 Penalty: 5023.027344
	Iteration 3Q: 3 clusters Score -3069035 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -3069446.500000 Penalty: 5023.027344
	Iteration 4Q: 3 clusters Score -3069446 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -3069843.500000 Penalty: 5023.027344
	Iteration 5Q: 3 clusters Score -3069844 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3070342.500000 Penalty: 5023.027344
	Iteration 6Q: 3 clusters Score -3070342 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -3070977.250000 Penalty: 5023.027344
	Iteration 7Q: 3 clusters Score -3070977 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 12176 members 
Entering Unmasked Estep 
Score: -3071793.500000 Penalty: 5023.027344
	Iteration 8F: 3 clusters Score -3071794 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -3072905.750000 Penalty: 5023.027344
	Iteration 9F: 3 clusters Score -3072906 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -3074089.750000 Penalty: 5023.027344
	Iteration 10F: 3 clusters Score -3074090 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -3074933.750000 Penalty: 5023.027344
	Iteration 11F: 3 clusters Score -3074934 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -3075264.750000 Penalty: 5023.027344
	Iteration 12Q: 3 clusters Score -3075265 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -3075404.250000 Penalty: 5023.027344
	Iteration 13Q: 3 clusters Score -3075404 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -3075471.250000 Penalty: 5023.027344
	Iteration 14Q: 3 clusters Score -3075471 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -3075530.000000 Penalty: 5023.027344
	Iteration 15Q: 3 clusters Score -3075530 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3075578.250000 Penalty: 5023.027344
	Iteration 16Q: 3 clusters Score -3075578 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -3075626.750000 Penalty: 5023.027344
	Iteration 17Q: 3 clusters Score -3075627 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -3075687.500000 Penalty: 5023.027344
	Iteration 18Q: 3 clusters Score -3075688 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -3075727.750000 Penalty: 5023.027344
	Iteration 19Q: 3 clusters Score -3075728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -3075764.250000 Penalty: 5023.027344
	Iteration 20F: 3 clusters Score -3075764 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -3075799.250000 Penalty: 5023.027344
	Iteration 21Q: 3 clusters Score -3075799 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16019 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -3075835.250000 Penalty: 5023.027344
	Iteration 22Q: 3 clusters Score -3075835 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -3075879.000000 Penalty: 5023.027344
	Iteration 23Q: 3 clusters Score -3075879 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16330 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -3075895.000000 Penalty: 5023.027344
	Iteration 24Q: 3 clusters Score -3075895 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -3075921.250000 Penalty: 5023.027344
	Iteration 25Q: 3 clusters Score -3075921 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16614 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -3075948.250000 Penalty: 5023.027344
	Iteration 26Q: 3 clusters Score -3075948 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -3075973.500000 Penalty: 5023.027344
	Iteration 27Q: 3 clusters Score -3075974 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -3075996.750000 Penalty: 5023.027344
	Iteration 28Q: 3 clusters Score -3075997 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -3076015.750000 Penalty: 5023.027344
	Iteration 29Q: 3 clusters Score -3076016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3076026.750000 Penalty: 5023.027344
	Iteration 30Q: 3 clusters Score -3076027 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -3076046.250000 Penalty: 5023.027344
	Iteration 31Q: 3 clusters Score -3076046 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -3076056.000000 Penalty: 5023.027344
	Iteration 32Q: 3 clusters Score -3076056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3076076.000000 Penalty: 5023.027344
	Iteration 33Q: 3 clusters Score -3076076 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -3076097.000000 Penalty: 5023.027344
	Iteration 34Q: 3 clusters Score -3076097 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3076119.000000 Penalty: 5023.027344
	Iteration 35Q: 3 clusters Score -3076119 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17716 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -3076139.000000 Penalty: 5023.027344
	Iteration 36Q: 3 clusters Score -3076139 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -3076149.750000 Penalty: 5023.027344
	Iteration 37Q: 3 clusters Score -3076150 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -3076166.000000 Penalty: 5023.027344
	Iteration 38Q: 3 clusters Score -3076166 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -3076174.750000 Penalty: 5023.027344
	Iteration 39Q: 3 clusters Score -3076175 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -3076189.500000 Penalty: 5023.027344
	Iteration 40F: 3 clusters Score -3076190 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -3076218.000000 Penalty: 5023.027344
	Iteration 41Q: 3 clusters Score -3076218 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -3076229.250000 Penalty: 5023.027344
	Iteration 42Q: 3 clusters Score -3076229 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -3076249.000000 Penalty: 5023.027344
	Iteration 43Q: 3 clusters Score -3076249 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3076253.000000 Penalty: 5023.027344
	Iteration 44Q: 3 clusters Score -3076253 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -3076264.500000 Penalty: 5023.027344
	Iteration 45Q: 3 clusters Score -3076264 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -3076271.750000 Penalty: 5023.027344
	Iteration 46Q: 3 clusters Score -3076272 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -3076294.250000 Penalty: 5023.027344
	Iteration 47Q: 3 clusters Score -3076294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -3076306.000000 Penalty: 5023.027344
	Iteration 48Q: 3 clusters Score -3076306 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -3076317.750000 Penalty: 5023.027344
	Iteration 49Q: 3 clusters Score -3076318 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -3076325.250000 Penalty: 5023.027344
	Iteration 50Q: 3 clusters Score -3076325 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -3076335.750000 Penalty: 5023.027344
	Iteration 51Q: 3 clusters Score -3076336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -3076356.250000 Penalty: 5023.027344
	Iteration 52Q: 3 clusters Score -3076356 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19160 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3076371.250000 Penalty: 5023.027344
	Iteration 53Q: 3 clusters Score -3076371 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3076378.750000 Penalty: 5023.027344
	Iteration 54Q: 3 clusters Score -3076379 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -3076401.250000 Penalty: 5023.027344
	Iteration 55Q: 3 clusters Score -3076401 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -3076426.250000 Penalty: 5023.027344
	Iteration 56Q: 3 clusters Score -3076426 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -3076437.000000 Penalty: 5023.027344
	Iteration 57Q: 3 clusters Score -3076437 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -3076455.500000 Penalty: 5023.027344
	Iteration 58Q: 3 clusters Score -3076456 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -3076475.500000 Penalty: 5023.027344
	Iteration 59Q: 3 clusters Score -3076476 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -3076477.250000 Penalty: 5023.027344
	Iteration 60F: 3 clusters Score -3076477 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -3076485.250000 Penalty: 5023.027344
	Iteration 61Q: 3 clusters Score -3076485 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3076494.500000 Penalty: 5023.027344
	Iteration 62Q: 3 clusters Score -3076494 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -3076510.000000 Penalty: 5023.027344
	Iteration 63Q: 3 clusters Score -3076510 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -3076517.000000 Penalty: 5023.027344
	Iteration 64Q: 3 clusters Score -3076517 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -3076526.000000 Penalty: 5023.027344
	Iteration 65Q: 3 clusters Score -3076526 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -3076535.500000 Penalty: 5023.027344
	Iteration 66Q: 3 clusters Score -3076536 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20206 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -3076552.500000 Penalty: 5023.027344
	Iteration 67Q: 3 clusters Score -3076552 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -3076570.500000 Penalty: 5023.027344
	Iteration 68Q: 3 clusters Score -3076570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20365 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -3076597.000000 Penalty: 5023.027344
	Iteration 69Q: 3 clusters Score -3076597 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20458 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -3076603.000000 Penalty: 5023.027344
	Iteration 70Q: 3 clusters Score -3076603 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -3076616.750000 Penalty: 5023.027344
	Iteration 71Q: 3 clusters Score -3076617 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -3076636.500000 Penalty: 5023.027344
	Iteration 72Q: 3 clusters Score -3076636 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -3076639.500000 Penalty: 5023.027344
	Iteration 73Q: 3 clusters Score -3076640 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20716 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -3076641.000000 Penalty: 5023.027344
	Iteration 74Q: 3 clusters Score -3076641 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -3076646.500000 Penalty: 5023.027344
	Iteration 75Q: 3 clusters Score -3076646 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -3076653.250000 Penalty: 5023.027344
	Iteration 76Q: 3 clusters Score -3076653 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -3076669.000000 Penalty: 5023.027344
	Iteration 77Q: 3 clusters Score -3076669 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -3076673.500000 Penalty: 5023.027344
	Iteration 78Q: 3 clusters Score -3076674 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20907 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -3076679.250000 Penalty: 5023.027344
	Iteration 79Q: 3 clusters Score -3076679 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3076678.500000 Penalty: 5023.027344
	Iteration 80F: 3 clusters Score -3076678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20985 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -3076683.250000 Penalty: 5023.027344
	Iteration 81Q: 3 clusters Score -3076683 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21024 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -3076695.000000 Penalty: 5023.027344
	Iteration 82Q: 3 clusters Score -3076695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21071 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -3076706.750000 Penalty: 5023.027344
	Iteration 83Q: 3 clusters Score -3076707 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -3076712.000000 Penalty: 5023.027344
	Iteration 84Q: 3 clusters Score -3076712 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -3076715.500000 Penalty: 5023.027344
	Iteration 85Q: 3 clusters Score -3076716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21213 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -3076736.250000 Penalty: 5023.027344
	Iteration 86Q: 3 clusters Score -3076736 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -3076747.500000 Penalty: 5023.027344
	Iteration 87Q: 3 clusters Score -3076748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -3076757.500000 Penalty: 5023.027344
	Iteration 88Q: 3 clusters Score -3076758 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21323 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -3076761.750000 Penalty: 5023.027344
	Iteration 89Q: 3 clusters Score -3076762 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -3076764.750000 Penalty: 5023.027344
	Iteration 90Q: 3 clusters Score -3076765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -3076771.750000 Penalty: 5023.027344
	Iteration 91Q: 3 clusters Score -3076772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -3076769.500000 Penalty: 5023.027344
	Iteration 92Q: 3 clusters Score -3076770 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21450 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -3076781.000000 Penalty: 5023.027344
	Iteration 93Q: 3 clusters Score -3076781 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3076793.000000 Penalty: 5023.027344
	Iteration 94Q: 3 clusters Score -3076793 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3076798.250000 Penalty: 5023.027344
	Iteration 95Q: 3 clusters Score -3076798 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -3076806.500000 Penalty: 5023.027344
	Iteration 96Q: 3 clusters Score -3076806 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3076818.750000 Penalty: 5023.027344
	Iteration 97Q: 3 clusters Score -3076819 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -3076832.000000 Penalty: 5023.027344
	Iteration 98Q: 3 clusters Score -3076832 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21716 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3076842.000000 Penalty: 5023.027344
	Iteration 99Q: 3 clusters Score -3076842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21757 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -3076853.000000 Penalty: 5023.027344
	Iteration 100F: 3 clusters Score -3076853 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -3076862.250000 Penalty: 5023.027344
	Iteration 101Q: 3 clusters Score -3076862 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -3076868.250000 Penalty: 5023.027344
	Iteration 102Q: 3 clusters Score -3076868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3076878.500000 Penalty: 5023.027344
	Iteration 103Q: 3 clusters Score -3076878 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -3076882.250000 Penalty: 5023.027344
	Iteration 104Q: 3 clusters Score -3076882 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3076887.250000 Penalty: 5023.027344
	Iteration 105Q: 3 clusters Score -3076887 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22039 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3076895.500000 Penalty: 5023.027344
	Iteration 106Q: 3 clusters Score -3076896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -3076916.000000 Penalty: 5023.027344
	Iteration 107Q: 3 clusters Score -3076916 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -3076942.000000 Penalty: 5023.027344
	Iteration 108Q: 3 clusters Score -3076942 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -3076959.250000 Penalty: 5023.027344
	Iteration 109Q: 3 clusters Score -3076959 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3076961.500000 Penalty: 5023.027344
	Iteration 110Q: 3 clusters Score -3076962 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3076979.250000 Penalty: 5023.027344
	Iteration 111Q: 3 clusters Score -3076979 nChanged 42
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Mstep: Class 1 contains 22399 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3076981.500000 Penalty: 5023.027344
	Iteration 112Q: 3 clusters Score -3076982 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3076990.000000 Penalty: 5023.027344
	Iteration 113Q: 3 clusters Score -3076990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -3077003.750000 Penalty: 5023.027344
	Iteration 114Q: 3 clusters Score -3077004 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3077028.250000 Penalty: 5023.027344
	Iteration 115Q: 3 clusters Score -3077028 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -3077036.250000 Penalty: 5023.027344
	Iteration 116Q: 3 clusters Score -3077036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3077053.750000 Penalty: 5023.027344
	Iteration 117Q: 3 clusters Score -3077054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -3077045.750000 Penalty: 5023.027344
	Iteration 118Q: 3 clusters Score -3077046 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22652 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -3077056.750000 Penalty: 5023.027344
	Iteration 119Q: 3 clusters Score -3077057 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3077053.250000 Penalty: 5023.027344
	Iteration 120F: 3 clusters Score -3077053 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -3077050.750000 Penalty: 5023.027344
	Iteration 121Q: 3 clusters Score -3077051 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3077056.000000 Penalty: 5023.027344
	Iteration 122Q: 3 clusters Score -3077056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -3077056.500000 Penalty: 5023.027344
	Iteration 123Q: 3 clusters Score -3077056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3077060.750000 Penalty: 5023.027344
	Iteration 124Q: 3 clusters Score -3077061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3077059.500000 Penalty: 5023.027344
	Iteration 125Q: 3 clusters Score -3077060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -3077062.250000 Penalty: 5023.027344
	Iteration 126Q: 3 clusters Score -3077062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -3077061.750000 Penalty: 5023.027344
	Iteration 127Q: 3 clusters Score -3077062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22791 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3077075.250000 Penalty: 5023.027344
	Iteration 128Q: 3 clusters Score -3077075 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3077073.250000 Penalty: 5023.027344
	Iteration 129Q: 3 clusters Score -3077073 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -3077089.000000 Penalty: 5023.027344
	Iteration 130Q: 3 clusters Score -3077089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3077085.750000 Penalty: 5023.027344
	Iteration 131Q: 3 clusters Score -3077086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -3077093.500000 Penalty: 5023.027344
	Iteration 132Q: 3 clusters Score -3077094 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -3077096.000000 Penalty: 5023.027344
	Iteration 133Q: 3 clusters Score -3077096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -3077104.750000 Penalty: 5023.027344
	Iteration 134Q: 3 clusters Score -3077105 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3077105.000000 Penalty: 5023.027344
	Iteration 135Q: 3 clusters Score -3077105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3077114.750000 Penalty: 5023.027344
	Iteration 136Q: 3 clusters Score -3077115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3077120.250000 Penalty: 5023.027344
	Iteration 137Q: 3 clusters Score -3077120 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -3077128.750000 Penalty: 5023.027344
	Iteration 138Q: 3 clusters Score -3077129 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -3077130.500000 Penalty: 5023.027344
	Iteration 139Q: 3 clusters Score -3077130 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -3077136.500000 Penalty: 5023.027344
	Iteration 140F: 3 clusters Score -3077136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3077145.250000 Penalty: 5023.027344
	Iteration 141Q: 3 clusters Score -3077145 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -3077143.500000 Penalty: 5023.027344
	Iteration 142Q: 3 clusters Score -3077144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -3077150.250000 Penalty: 5023.027344
	Iteration 143Q: 3 clusters Score -3077150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -3077153.750000 Penalty: 5023.027344
	Iteration 144Q: 3 clusters Score -3077154 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3077159.000000 Penalty: 5023.027344
	Iteration 145Q: 3 clusters Score -3077159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3077166.500000 Penalty: 5023.027344
	Iteration 146Q: 3 clusters Score -3077166 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23136 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3077165.250000 Penalty: 5023.027344
	Iteration 147Q: 3 clusters Score -3077165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -3077169.250000 Penalty: 5023.027344
	Iteration 148Q: 3 clusters Score -3077169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23160 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -3077170.000000 Penalty: 5023.027344
	Iteration 149Q: 3 clusters Score -3077170 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23179 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -3077175.000000 Penalty: 5023.027344
	Iteration 150Q: 3 clusters Score -3077175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -3077178.750000 Penalty: 5023.027344
	Iteration 151Q: 3 clusters Score -3077179 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -3077176.750000 Penalty: 5023.027344
	Iteration 152Q: 3 clusters Score -3077177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3077178.750000 Penalty: 5023.027344
	Iteration 153Q: 3 clusters Score -3077179 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -3077180.000000 Penalty: 5023.027344
	Iteration 154Q: 3 clusters Score -3077180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23239 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -3077180.000000 Penalty: 5023.027344
	Iteration 155Q: 3 clusters Score -3077180 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -3077182.000000 Penalty: 5023.027344
	Iteration 156Q: 3 clusters Score -3077182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3077186.500000 Penalty: 5023.027344
	Iteration 157Q: 3 clusters Score -3077186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23261 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -3077186.000000 Penalty: 5023.027344
	Iteration 158Q: 3 clusters Score -3077186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3077188.250000 Penalty: 5023.027344
	Iteration 159Q: 3 clusters Score -3077188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -3077192.000000 Penalty: 5023.027344
	Iteration 160F: 3 clusters Score -3077192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23282 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -3077189.250000 Penalty: 5023.027344
	Iteration 161Q: 3 clusters Score -3077189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -3077192.000000 Penalty: 5023.027344
	Iteration 162Q: 3 clusters Score -3077192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -3077197.000000 Penalty: 5023.027344
	Iteration 163Q: 3 clusters Score -3077197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -3077200.250000 Penalty: 5023.027344
	Iteration 164Q: 3 clusters Score -3077200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -3077197.500000 Penalty: 5023.027344
	Iteration 165Q: 3 clusters Score -3077198 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -3077202.750000 Penalty: 5023.027344
	Iteration 166Q: 3 clusters Score -3077203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -3077203.750000 Penalty: 5023.027344
	Iteration 167Q: 3 clusters Score -3077204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3077199.250000 Penalty: 5023.027344
	Iteration 168Q: 3 clusters Score -3077199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -3077208.000000 Penalty: 5023.027344
	Iteration 169Q: 3 clusters Score -3077208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -3077207.250000 Penalty: 5023.027344
	Iteration 170Q: 3 clusters Score -3077207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3077204.750000 Penalty: 5023.027344
	Iteration 171Q: 3 clusters Score -3077205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -3077204.750000 Penalty: 5023.027344
	Iteration 172Q: 3 clusters Score -3077205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -3077205.500000 Penalty: 5023.027344
	Iteration 173Q: 3 clusters Score -3077206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -3077204.750000 Penalty: 5023.027344
	Iteration 174Q: 3 clusters Score -3077205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -3077206.750000 Penalty: 5023.027344
	Iteration 175Q: 3 clusters Score -3077207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -3077206.750000 Penalty: 5023.027344
	Iteration 176Q: 3 clusters Score -3077207 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3077209.500000 Penalty: 5023.027344
	Iteration 177Q: 3 clusters Score -3077210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -3077207.250000 Penalty: 5023.027344
	Iteration 178Q: 3 clusters Score -3077207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3077208.250000 Penalty: 5023.027344
	Iteration 179Q: 3 clusters Score -3077208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23343 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -3077208.250000 Penalty: 5023.027344
	Iteration 180F: 3 clusters Score -3077208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54896 members 
Entering Unmasked Estep 
Score: -6433530.000000 Penalty: 2706.472412
	Iteration 0F: 2 clusters Score -6433530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -6396749.500000 Penalty: 5412.944824
	Iteration 0F: 3 clusters Score -6396750 nChanged 25291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -6411058.500000 Penalty: 5412.944824
	Iteration 1F: 3 clusters Score -6411058 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -6411715.000000 Penalty: 5412.944824
	Iteration 2Q: 3 clusters Score -6411715 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -6412335.500000 Penalty: 5412.944824
	Iteration 3Q: 3 clusters Score -6412336 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 24505 members 
Entering Unmasked Estep 
Score: -6413094.000000 Penalty: 5412.944824
	Iteration 4Q: 3 clusters Score -6413094 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -6414036.000000 Penalty: 5412.944824
	Iteration 5Q: 3 clusters Score -6414036 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33582 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -6415381.500000 Penalty: 5412.944824
	Iteration 6Q: 3 clusters Score -6415382 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6417215.500000 Penalty: 5412.944824
	Iteration 7F: 3 clusters Score -6417216 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38907 members 
Mstep: Class 2 contains 15989 members 
Entering Unmasked Estep 
Score: -6419658.500000 Penalty: 5412.944824
	Iteration 8F: 3 clusters Score -6419658 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -6422620.000000 Penalty: 5412.944824
	Iteration 9F: 3 clusters Score -6422620 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -6425457.500000 Penalty: 5412.944824
	Iteration 10F: 3 clusters Score -6425458 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47009 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -6427611.500000 Penalty: 5412.944824
	Iteration 11Q: 3 clusters Score -6427612 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48616 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -6429070.500000 Penalty: 5412.944824
	Iteration 12Q: 3 clusters Score -6429070 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49745 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -6429947.000000 Penalty: 5412.944824
	Iteration 13Q: 3 clusters Score -6429947 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50556 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6430491.000000 Penalty: 5412.944824
	Iteration 14Q: 3 clusters Score -6430491 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51105 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -6430803.500000 Penalty: 5412.944824
	Iteration 15Q: 3 clusters Score -6430804 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6431031.500000 Penalty: 5412.944824
	Iteration 16Q: 3 clusters Score -6431032 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51834 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -6431156.500000 Penalty: 5412.944824
	Iteration 17Q: 3 clusters Score -6431156 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52095 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -6431278.500000 Penalty: 5412.944824
	Iteration 18Q: 3 clusters Score -6431278 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52302 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -6431362.000000 Penalty: 5412.944824
	Iteration 19Q: 3 clusters Score -6431362 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -6431411.000000 Penalty: 5412.944824
	Iteration 20F: 3 clusters Score -6431411 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52579 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6431448.500000 Penalty: 5412.944824
	Iteration 21Q: 3 clusters Score -6431448 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52673 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -6431476.000000 Penalty: 5412.944824
	Iteration 22Q: 3 clusters Score -6431476 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52736 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -6431494.000000 Penalty: 5412.944824
	Iteration 23Q: 3 clusters Score -6431494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -6431512.000000 Penalty: 5412.944824
	Iteration 24Q: 3 clusters Score -6431512 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -6431526.000000 Penalty: 5412.944824
	Iteration 25Q: 3 clusters Score -6431526 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6431527.500000 Penalty: 5412.944824
	Iteration 26Q: 3 clusters Score -6431528 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6431545.000000 Penalty: 5412.944824
	Iteration 27Q: 3 clusters Score -6431545 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -6431557.500000 Penalty: 5412.944824
	Iteration 28Q: 3 clusters Score -6431558 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -6431567.000000 Penalty: 5412.944824
	Iteration 29Q: 3 clusters Score -6431567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52995 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -6431567.000000 Penalty: 5412.944824
	Iteration 30Q: 3 clusters Score -6431567 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6431574.500000 Penalty: 5412.944824
	Iteration 31Q: 3 clusters Score -6431574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53034 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6431593.500000 Penalty: 5412.944824
	Iteration 32Q: 3 clusters Score -6431594 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -6431585.500000 Penalty: 5412.944824
	Iteration 33Q: 3 clusters Score -6431586 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53058 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6431586.500000 Penalty: 5412.944824
	Iteration 34Q: 3 clusters Score -6431586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -6431593.000000 Penalty: 5412.944824
	Iteration 35Q: 3 clusters Score -6431593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6431591.000000 Penalty: 5412.944824
	Iteration 36Q: 3 clusters Score -6431591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53071 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -6431593.500000 Penalty: 5412.944824
	Iteration 37Q: 3 clusters Score -6431594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -6431596.500000 Penalty: 5412.944824
	Iteration 38Q: 3 clusters Score -6431596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -6431593.500000 Penalty: 5412.944824
	Iteration 39Q: 3 clusters Score -6431594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6431599.000000 Penalty: 5412.944824
	Iteration 40F: 3 clusters Score -6431599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53094 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -6431597.500000 Penalty: 5412.944824
	Iteration 41Q: 3 clusters Score -6431598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -6431597.500000 Penalty: 5412.944824
	Iteration 42Q: 3 clusters Score -6431598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6431600.000000 Penalty: 5412.944824
	Iteration 43Q: 3 clusters Score -6431600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6431597.500000 Penalty: 5412.944824
	Iteration 44Q: 3 clusters Score -6431598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53114 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6431593.000000 Penalty: 5412.944824
	Iteration 45Q: 3 clusters Score -6431593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6431594.000000 Penalty: 5412.944824
	Iteration 46Q: 3 clusters Score -6431594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53115 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6431594.000000 Penalty: 5412.944824
	Iteration 47F: 3 clusters Score -6431594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18225 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Entering Unmasked Estep 
Score: -2205201.750000 Penalty: 2433.016357
	Iteration 0F: 2 clusters Score -2205202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2192337.000000 Penalty: 4866.032715
	Iteration 0F: 3 clusters Score -2192337 nChanged 7872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2196517.250000 Penalty: 4866.032715
	Iteration 1F: 3 clusters Score -2196517 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -2196862.250000 Penalty: 4866.032715
	Iteration 2F: 3 clusters Score -2196862 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2197168.500000 Penalty: 4866.032715
	Iteration 3Q: 3 clusters Score -2197168 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2197543.500000 Penalty: 4866.032715
	Iteration 4Q: 3 clusters Score -2197544 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2198018.250000 Penalty: 4866.032715
	Iteration 5Q: 3 clusters Score -2198018 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2198791.500000 Penalty: 4866.032715
	Iteration 6F: 3 clusters Score -2198792 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2199847.750000 Penalty: 4866.032715
	Iteration 7F: 3 clusters Score -2199848 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2201122.750000 Penalty: 4866.032715
	Iteration 8F: 3 clusters Score -2201123 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -2202362.250000 Penalty: 4866.032715
	Iteration 9F: 3 clusters Score -2202362 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2203245.750000 Penalty: 4866.032715
	Iteration 10F: 3 clusters Score -2203246 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -2203760.250000 Penalty: 4866.032715
	Iteration 11Q: 3 clusters Score -2203760 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -2204006.750000 Penalty: 4866.032715
	Iteration 12Q: 3 clusters Score -2204007 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2204125.250000 Penalty: 4866.032715
	Iteration 13Q: 3 clusters Score -2204125 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2204200.000000 Penalty: 4866.032715
	Iteration 14Q: 3 clusters Score -2204200 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -2204231.500000 Penalty: 4866.032715
	Iteration 15Q: 3 clusters Score -2204232 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2204245.500000 Penalty: 4866.032715
	Iteration 16Q: 3 clusters Score -2204246 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -2204250.750000 Penalty: 4866.032715
	Iteration 17Q: 3 clusters Score -2204251 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -2204256.250000 Penalty: 4866.032715
	Iteration 18Q: 3 clusters Score -2204256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2204262.750000 Penalty: 4866.032715
	Iteration 19Q: 3 clusters Score -2204263 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2204267.500000 Penalty: 4866.032715
	Iteration 20F: 3 clusters Score -2204268 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 14775 members 
Entering Unmasked Estep 
Score: -2204272.250000 Penalty: 4866.032715
	Iteration 21Q: 3 clusters Score -2204272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2204271.250000 Penalty: 4866.032715
	Iteration 22Q: 3 clusters Score -2204271 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -2204278.000000 Penalty: 4866.032715
	Iteration 23Q: 3 clusters Score -2204278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2204283.750000 Penalty: 4866.032715
	Iteration 24Q: 3 clusters Score -2204284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2204280.250000 Penalty: 4866.032715
	Iteration 25Q: 3 clusters Score -2204280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -2204280.250000 Penalty: 4866.032715
	Iteration 26F: 3 clusters Score -2204280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 194517 members 
Mstep: Class 3 contains 202928 members 
Mstep: Class 4 contains 2750 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161065 members 
Mstep: Class 14 contains 25011 members 
Mstep: Class 20 contains 54896 members 
Mstep: Class 22 contains 18225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111768.000000 Penalty: 33322.019531
Iteration 199Q: 11 clusters Score -8.111177e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 194538 members 
Mstep: Class 3 contains 202925 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161043 members 
Mstep: Class 14 contains 25001 members 
Mstep: Class 20 contains 54906 members 
Mstep: Class 22 contains 18230 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111744.000000 Penalty: 33322.019531
Iteration 200F: 11 clusters Score -8.111174e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 194566 members 
Mstep: Class 3 contains 202922 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160991 members 
Mstep: Class 14 contains 25002 members 
Mstep: Class 20 contains 54920 members 
Mstep: Class 22 contains 18241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111696.000000 Penalty: 33322.019531
Iteration 201Q: 11 clusters Score -8.11117e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 194601 members 
Mstep: Class 3 contains 202912 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160954 members 
Mstep: Class 14 contains 25000 members 
Mstep: Class 20 contains 54925 members 
Mstep: Class 22 contains 18249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111680.000000 Penalty: 33322.019531
Iteration 202Q: 11 clusters Score -8.111168e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 194630 members 
Mstep: Class 3 contains 202906 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160923 members 
Mstep: Class 14 contains 24999 members 
Mstep: Class 20 contains 54928 members 
Mstep: Class 22 contains 18258 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111720.000000 Penalty: 33322.019531
Iteration 203Q: 11 clusters Score -8.111172e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 194641 members 
Mstep: Class 3 contains 202907 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160894 members 
Mstep: Class 14 contains 25002 members 
Mstep: Class 20 contains 54930 members 
Mstep: Class 22 contains 18271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111704.000000 Penalty: 33322.019531
Iteration 204Q: 11 clusters Score -8.11117e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 194662 members 
Mstep: Class 3 contains 202908 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160879 members 
Mstep: Class 14 contains 24992 members 
Mstep: Class 20 contains 54926 members 
Mstep: Class 22 contains 18278 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111720.000000 Penalty: 33322.019531
Iteration 205Q: 11 clusters Score -8.111172e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 194674 members 
Mstep: Class 3 contains 202908 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160863 members 
Mstep: Class 14 contains 24986 members 
Mstep: Class 20 contains 54931 members 
Mstep: Class 22 contains 18281 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111704.000000 Penalty: 33322.019531
Iteration 206Q: 11 clusters Score -8.11117e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 194687 members 
Mstep: Class 3 contains 202912 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160844 members 
Mstep: Class 14 contains 24980 members 
Mstep: Class 20 contains 54935 members 
Mstep: Class 22 contains 18285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111768.000000 Penalty: 33322.019531
Iteration 207Q: 11 clusters Score -8.111177e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194719 members 
Mstep: Class 3 contains 202909 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160818 members 
Mstep: Class 14 contains 24975 members 
Mstep: Class 20 contains 54938 members 
Mstep: Class 22 contains 18287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 208Q: 11 clusters Score -8.11119e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194713 members 
Mstep: Class 3 contains 202911 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160825 members 
Mstep: Class 14 contains 24972 members 
Mstep: Class 20 contains 54937 members 
Mstep: Class 22 contains 18288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 209Q: 11 clusters Score -8.11119e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 194698 members 
Mstep: Class 3 contains 202914 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160833 members 
Mstep: Class 14 contains 24975 members 
Mstep: Class 20 contains 54938 members 
Mstep: Class 22 contains 18290 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111776.000000 Penalty: 33322.019531
Iteration 210Q: 11 clusters Score -8.111178e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 194671 members 
Mstep: Class 3 contains 202919 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160846 members 
Mstep: Class 14 contains 24973 members 
Mstep: Class 20 contains 54938 members 
Mstep: Class 22 contains 18299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111840.000000 Penalty: 33322.019531
Iteration 211Q: 11 clusters Score -8.111184e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 194652 members 
Mstep: Class 3 contains 202921 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160865 members 
Mstep: Class 14 contains 24970 members 
Mstep: Class 20 contains 54942 members 
Mstep: Class 22 contains 18298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111984.000000 Penalty: 33322.019531
Iteration 212Q: 11 clusters Score -8.111198e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 194646 members 
Mstep: Class 3 contains 202921 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160877 members 
Mstep: Class 14 contains 24968 members 
Mstep: Class 20 contains 54941 members 
Mstep: Class 22 contains 18296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111880.000000 Penalty: 33322.019531
Iteration 213Q: 11 clusters Score -8.111188e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 194631 members 
Mstep: Class 3 contains 202925 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160891 members 
Mstep: Class 14 contains 24968 members 
Mstep: Class 20 contains 54940 members 
Mstep: Class 22 contains 18295 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111808.000000 Penalty: 33322.019531
Iteration 214Q: 11 clusters Score -8.111181e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 194608 members 
Mstep: Class 3 contains 202942 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160903 members 
Mstep: Class 14 contains 24964 members 
Mstep: Class 20 contains 54931 members 
Mstep: Class 22 contains 18298 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111872.000000 Penalty: 33322.019531
Iteration 215Q: 11 clusters Score -8.111187e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194552 members 
Mstep: Class 3 contains 202964 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160929 members 
Mstep: Class 14 contains 24970 members 
Mstep: Class 20 contains 54930 members 
Mstep: Class 22 contains 18299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111864.000000 Penalty: 33322.019531
Iteration 216Q: 11 clusters Score -8.111186e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194510 members 
Mstep: Class 3 contains 202979 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160951 members 
Mstep: Class 14 contains 24975 members 
Mstep: Class 20 contains 54929 members 
Mstep: Class 22 contains 18301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111880.000000 Penalty: 33322.019531
Iteration 217Q: 11 clusters Score -8.111188e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194466 members 
Mstep: Class 3 contains 202982 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160993 members 
Mstep: Class 14 contains 24977 members 
Mstep: Class 20 contains 54925 members 
Mstep: Class 22 contains 18302 members 
Entering Unmasked Estep 
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Iteration 218Q: 11 clusters Score -8.11117e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 194441 members 
Mstep: Class 3 contains 202963 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161040 members 
Mstep: Class 14 contains 24978 members 
Mstep: Class 20 contains 54923 members 
Mstep: Class 22 contains 18297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111560.000000 Penalty: 33322.019531
Iteration 219Q: 11 clusters Score -8.111156e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 194422 members 
Mstep: Class 3 contains 202932 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161100 members 
Mstep: Class 14 contains 24977 members 
Mstep: Class 20 contains 54919 members 
Mstep: Class 22 contains 18291 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111568.000000 Penalty: 33322.019531
Iteration 220F: 11 clusters Score -8.111157e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 194401 members 
Mstep: Class 3 contains 202905 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161143 members 
Mstep: Class 14 contains 24982 members 
Mstep: Class 20 contains 54919 members 
Mstep: Class 22 contains 18290 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 221Q: 11 clusters Score -8.11115e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 194386 members 
Mstep: Class 3 contains 202878 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161173 members 
Mstep: Class 14 contains 24982 members 
Mstep: Class 20 contains 54916 members 
Mstep: Class 22 contains 18306 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 222Q: 11 clusters Score -8.111158e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 194389 members 
Mstep: Class 3 contains 202861 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161187 members 
Mstep: Class 14 contains 24979 members 
Mstep: Class 20 contains 54909 members 
Mstep: Class 22 contains 18317 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111560.000000 Penalty: 33322.019531
Iteration 223Q: 11 clusters Score -8.111156e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 194408 members 
Mstep: Class 3 contains 202834 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161184 members 
Mstep: Class 14 contains 24982 members 
Mstep: Class 20 contains 54901 members 
Mstep: Class 22 contains 18330 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 224Q: 11 clusters Score -8.11115e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 194426 members 
Mstep: Class 3 contains 202804 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161187 members 
Mstep: Class 14 contains 24986 members 
Mstep: Class 20 contains 54899 members 
Mstep: Class 22 contains 18338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111576.000000 Penalty: 33322.019531
Iteration 225Q: 11 clusters Score -8.111158e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 194455 members 
Mstep: Class 3 contains 202761 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161206 members 
Mstep: Class 14 contains 24986 members 
Mstep: Class 20 contains 54897 members 
Mstep: Class 22 contains 18338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111528.000000 Penalty: 33322.019531
Iteration 226Q: 11 clusters Score -8.111153e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 194475 members 
Mstep: Class 3 contains 202709 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161235 members 
Mstep: Class 14 contains 24984 members 
Mstep: Class 20 contains 54901 members 
Mstep: Class 22 contains 18339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111504.000000 Penalty: 33322.019531
Iteration 227Q: 11 clusters Score -8.11115e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194496 members 
Mstep: Class 3 contains 202664 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161258 members 
Mstep: Class 14 contains 24980 members 
Mstep: Class 20 contains 54899 members 
Mstep: Class 22 contains 18344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111544.000000 Penalty: 33322.019531
Iteration 228Q: 11 clusters Score -8.111154e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 194515 members 
Mstep: Class 3 contains 202628 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 348 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161266 members 
Mstep: Class 14 contains 24981 members 
Mstep: Class 20 contains 54899 members 
Mstep: Class 22 contains 18351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111544.000000 Penalty: 33322.019531
Iteration 229Q: 11 clusters Score -8.111154e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 194523 members 
Mstep: Class 3 contains 202596 members 
Mstep: Class 4 contains 2759 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161280 members 
Mstep: Class 14 contains 24985 members 
Mstep: Class 20 contains 54895 members 
Mstep: Class 22 contains 18360 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111624.000000 Penalty: 33322.019531
Iteration 230Q: 11 clusters Score -8.111162e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 194536 members 
Mstep: Class 3 contains 202558 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161307 members 
Mstep: Class 14 contains 24982 members 
Mstep: Class 20 contains 54894 members 
Mstep: Class 22 contains 18367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111632.000000 Penalty: 33322.019531
Iteration 231Q: 11 clusters Score -8.111163e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 194559 members 
Mstep: Class 3 contains 202514 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161322 members 
Mstep: Class 14 contains 24979 members 
Mstep: Class 20 contains 54893 members 
Mstep: Class 22 contains 18378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111664.000000 Penalty: 33322.019531
Iteration 232Q: 11 clusters Score -8.111166e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 194587 members 
Mstep: Class 3 contains 202483 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161331 members 
Mstep: Class 14 contains 24977 members 
Mstep: Class 20 contains 54886 members 
Mstep: Class 22 contains 18380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111616.000000 Penalty: 33322.019531
Iteration 233Q: 11 clusters Score -8.111162e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 194632 members 
Mstep: Class 3 contains 202444 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161332 members 
Mstep: Class 14 contains 24971 members 
Mstep: Class 20 contains 54885 members 
Mstep: Class 22 contains 18378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111624.000000 Penalty: 33322.019531
Iteration 234Q: 11 clusters Score -8.111162e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194666 members 
Mstep: Class 3 contains 202410 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161329 members 
Mstep: Class 14 contains 24970 members 
Mstep: Class 20 contains 54887 members 
Mstep: Class 22 contains 18379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111640.000000 Penalty: 33322.019531
Iteration 235Q: 11 clusters Score -8.111164e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194702 members 
Mstep: Class 3 contains 202378 members 
Mstep: Class 4 contains 2758 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161324 members 
Mstep: Class 14 contains 24967 members 
Mstep: Class 20 contains 54889 members 
Mstep: Class 22 contains 18381 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111592.000000 Penalty: 33322.019531
Iteration 236Q: 11 clusters Score -8.111159e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 194724 members 
Mstep: Class 3 contains 202367 members 
Mstep: Class 4 contains 2757 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161307 members 
Mstep: Class 14 contains 24970 members 
Mstep: Class 20 contains 54886 members 
Mstep: Class 22 contains 18390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111608.000000 Penalty: 33322.019531
Iteration 237Q: 11 clusters Score -8.111161e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 194771 members 
Mstep: Class 3 contains 202337 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161279 members 
Mstep: Class 14 contains 24969 members 
Mstep: Class 20 contains 54884 members 
Mstep: Class 22 contains 18404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111616.000000 Penalty: 33322.019531
Iteration 238Q: 11 clusters Score -8.111162e+07 nChanged 190
Entering ConstructFrom: 
Score: -81111616.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Entering Unmasked Estep 
Score: -2472549.750000 Penalty: 2462.937500
	Iteration 0F: 2 clusters Score -2472550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2458084.000000 Penalty: 4925.875000
	Iteration 0F: 3 clusters Score -2458084 nChanged 9060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -2462996.250000 Penalty: 4925.875000
	Iteration 1F: 3 clusters Score -2462996 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -2463582.500000 Penalty: 4925.875000
	Iteration 2F: 3 clusters Score -2463582 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -2464342.250000 Penalty: 4925.875000
	Iteration 3F: 3 clusters Score -2464342 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7615 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2465318.750000 Penalty: 4925.875000
	Iteration 4F: 3 clusters Score -2465319 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -2466470.750000 Penalty: 4925.875000
	Iteration 5F: 3 clusters Score -2466471 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -2467728.000000 Penalty: 4925.875000
	Iteration 6F: 3 clusters Score -2467728 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2469050.250000 Penalty: 4925.875000
	Iteration 7F: 3 clusters Score -2469050 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2470140.500000 Penalty: 4925.875000
	Iteration 8F: 3 clusters Score -2470140 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2470976.750000 Penalty: 4925.875000
	Iteration 9Q: 3 clusters Score -2470977 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -2471436.500000 Penalty: 4925.875000
	Iteration 10Q: 3 clusters Score -2471436 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2471630.500000 Penalty: 4925.875000
	Iteration 11Q: 3 clusters Score -2471630 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -2471739.000000 Penalty: 4925.875000
	Iteration 12Q: 3 clusters Score -2471739 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -2471787.000000 Penalty: 4925.875000
	Iteration 13Q: 3 clusters Score -2471787 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2471814.750000 Penalty: 4925.875000
	Iteration 14Q: 3 clusters Score -2471815 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -2471827.000000 Penalty: 4925.875000
	Iteration 15Q: 3 clusters Score -2471827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -2471836.250000 Penalty: 4925.875000
	Iteration 16Q: 3 clusters Score -2471836 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2471841.250000 Penalty: 4925.875000
	Iteration 17Q: 3 clusters Score -2471841 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2471850.500000 Penalty: 4925.875000
	Iteration 18Q: 3 clusters Score -2471850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 19335 members 
Entering Unmasked Estep 
Score: -2471856.500000 Penalty: 4925.875000
	Iteration 19Q: 3 clusters Score -2471856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 19343 members 
Entering Unmasked Estep 
Score: -2471858.750000 Penalty: 4925.875000
	Iteration 20F: 3 clusters Score -2471859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -2471860.500000 Penalty: 4925.875000
	Iteration 21Q: 3 clusters Score -2471860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 19356 members 
Entering Unmasked Estep 
Score: -2471860.750000 Penalty: 4925.875000
	Iteration 22Q: 3 clusters Score -2471861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2471862.750000 Penalty: 4925.875000
	Iteration 23Q: 3 clusters Score -2471863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -2471862.750000 Penalty: 4925.875000
	Iteration 24F: 3 clusters Score -2471863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (194777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194777 members 
Entering Unmasked Estep 
Score: -23489116.000000 Penalty: 3020.543457
	Iteration 0F: 2 clusters Score -2.348912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97664 members 
Mstep: Class 2 contains 97113 members 
Entering Unmasked Estep 
Score: -23362686.000000 Penalty: 6041.086914
	Iteration 0F: 3 clusters Score -2.336269e+07 nChanged 93733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103257 members 
Mstep: Class 2 contains 91520 members 
Entering Unmasked Estep 
Score: -23417824.000000 Penalty: 6041.086914
	Iteration 1F: 3 clusters Score -2.341782e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106584 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -23419356.000000 Penalty: 6041.086914
	Iteration 2Q: 3 clusters Score -2.341936e+07 nChanged 7386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111792 members 
Mstep: Class 2 contains 82985 members 
Entering Unmasked Estep 
Score: -23421966.000000 Penalty: 6041.086914
	Iteration 3Q: 3 clusters Score -2.342197e+07 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119559 members 
Mstep: Class 2 contains 75218 members 
Entering Unmasked Estep 
Score: -23425990.000000 Penalty: 6041.086914
	Iteration 4Q: 3 clusters Score -2.342599e+07 nChanged 12146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130737 members 
Mstep: Class 2 contains 64040 members 
Entering Unmasked Estep 
Score: -23433310.000000 Penalty: 6041.086914
	Iteration 5F: 3 clusters Score -2.343331e+07 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145514 members 
Mstep: Class 2 contains 49263 members 
Entering Unmasked Estep 
Score: -23445186.000000 Penalty: 6041.086914
	Iteration 6F: 3 clusters Score -2.344519e+07 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162077 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -23459572.000000 Penalty: 6041.086914
	Iteration 7F: 3 clusters Score -2.345957e+07 nChanged 14275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176268 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -23472296.000000 Penalty: 6041.086914
	Iteration 8F: 3 clusters Score -2.34723e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185186 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -23479984.000000 Penalty: 6041.086914
	Iteration 9Q: 3 clusters Score -2.347998e+07 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189586 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -23483736.000000 Penalty: 6041.086914
	Iteration 10Q: 3 clusters Score -2.348374e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191572 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -23485402.000000 Penalty: 6041.086914
	Iteration 11Q: 3 clusters Score -2.34854e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192429 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -23486008.000000 Penalty: 6041.086914
	Iteration 12Q: 3 clusters Score -2.348601e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192845 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -23486304.000000 Penalty: 6041.086914
	Iteration 13Q: 3 clusters Score -2.34863e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193105 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -23486480.000000 Penalty: 6041.086914
	Iteration 14Q: 3 clusters Score -2.348648e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193260 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -23486590.000000 Penalty: 6041.086914
	Iteration 15Q: 3 clusters Score -2.348659e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193372 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -23486632.000000 Penalty: 6041.086914
	Iteration 16Q: 3 clusters Score -2.348663e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193450 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -23486696.000000 Penalty: 6041.086914
	Iteration 17Q: 3 clusters Score -2.34867e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193509 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -23486754.000000 Penalty: 6041.086914
	Iteration 18Q: 3 clusters Score -2.348675e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193549 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -23486786.000000 Penalty: 6041.086914
	Iteration 19Q: 3 clusters Score -2.348679e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193572 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -23486794.000000 Penalty: 6041.086914
	Iteration 20F: 3 clusters Score -2.348679e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193594 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -23486804.000000 Penalty: 6041.086914
	Iteration 21Q: 3 clusters Score -2.34868e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193607 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -23486800.000000 Penalty: 6041.086914
	Iteration 22Q: 3 clusters Score -2.34868e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193619 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -23486810.000000 Penalty: 6041.086914
	Iteration 23Q: 3 clusters Score -2.348681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193630 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23486820.000000 Penalty: 6041.086914
	Iteration 24Q: 3 clusters Score -2.348682e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193638 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -23486832.000000 Penalty: 6041.086914
	Iteration 25Q: 3 clusters Score -2.348683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193641 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -23486838.000000 Penalty: 6041.086914
	Iteration 26Q: 3 clusters Score -2.348684e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193643 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23486832.000000 Penalty: 6041.086914
	Iteration 27Q: 3 clusters Score -2.348683e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193643 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -23486832.000000 Penalty: 6041.086914
	Iteration 28F: 3 clusters Score -2.348683e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (202326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202326 members 
Entering Unmasked Estep 
Score: -24290456.000000 Penalty: 3029.973633
	Iteration 0F: 2 clusters Score -2.429046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101001 members 
Mstep: Class 2 contains 101325 members 
Entering Unmasked Estep 
Score: -24157606.000000 Penalty: 6059.947266
	Iteration 0F: 3 clusters Score -2.415761e+07 nChanged 97188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99263 members 
Mstep: Class 2 contains 103063 members 
Entering Unmasked Estep 
Score: -24214360.000000 Penalty: 6059.947266
	Iteration 1F: 3 clusters Score -2.421436e+07 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98308 members 
Mstep: Class 2 contains 104018 members 
Entering Unmasked Estep 
Score: -24215604.000000 Penalty: 6059.947266
	Iteration 2Q: 3 clusters Score -2.42156e+07 nChanged 5950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96782 members 
Mstep: Class 2 contains 105544 members 
Entering Unmasked Estep 
Score: -24217060.000000 Penalty: 6059.947266
	Iteration 3Q: 3 clusters Score -2.421706e+07 nChanged 6987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94451 members 
Mstep: Class 2 contains 107875 members 
Entering Unmasked Estep 
Score: -24219588.000000 Penalty: 6059.947266
	Iteration 4Q: 3 clusters Score -2.421959e+07 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90819 members 
Mstep: Class 2 contains 111507 members 
Entering Unmasked Estep 
Score: -24224264.000000 Penalty: 6059.947266
	Iteration 5Q: 3 clusters Score -2.422426e+07 nChanged 11544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85311 members 
Mstep: Class 2 contains 117015 members 
Entering Unmasked Estep 
Score: -24231320.000000 Penalty: 6059.947266
	Iteration 6F: 3 clusters Score -2.423132e+07 nChanged 14486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77777 members 
Mstep: Class 2 contains 124549 members 
Entering Unmasked Estep 
Score: -24243446.000000 Penalty: 6059.947266
	Iteration 7F: 3 clusters Score -2.424345e+07 nChanged 16222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69463 members 
Mstep: Class 2 contains 132863 members 
Entering Unmasked Estep 
Score: -24258978.000000 Penalty: 6059.947266
	Iteration 8F: 3 clusters Score -2.425898e+07 nChanged 15009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63120 members 
Mstep: Class 2 contains 139206 members 
Entering Unmasked Estep 
Score: -24272174.000000 Penalty: 6059.947266
	Iteration 9F: 3 clusters Score -2.427217e+07 nChanged 10211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 142877 members 
Entering Unmasked Estep 
Score: -24278556.000000 Penalty: 6059.947266
	Iteration 10F: 3 clusters Score -2.427856e+07 nChanged 5899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 145362 members 
Entering Unmasked Estep 
Score: -24282286.000000 Penalty: 6059.947266
	Iteration 11Q: 3 clusters Score -2.428229e+07 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Mstep: Class 2 contains 147454 members 
Entering Unmasked Estep 
Score: -24284450.000000 Penalty: 6059.947266
	Iteration 12Q: 3 clusters Score -2.428445e+07 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53280 members 
Mstep: Class 2 contains 149046 members 
Entering Unmasked Estep 
Score: -24286188.000000 Penalty: 6059.947266
	Iteration 13Q: 3 clusters Score -2.428619e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52042 members 
Mstep: Class 2 contains 150284 members 
Entering Unmasked Estep 
Score: -24287214.000000 Penalty: 6059.947266
	Iteration 14Q: 3 clusters Score -2.428721e+07 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51007 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -24287844.000000 Penalty: 6059.947266
	Iteration 15Q: 3 clusters Score -2.428784e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50209 members 
Mstep: Class 2 contains 152117 members 
Entering Unmasked Estep 
Score: -24288356.000000 Penalty: 6059.947266
	Iteration 16Q: 3 clusters Score -2.428836e+07 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49527 members 
Mstep: Class 2 contains 152799 members 
Entering Unmasked Estep 
Score: -24288628.000000 Penalty: 6059.947266
	Iteration 17Q: 3 clusters Score -2.428863e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48916 members 
Mstep: Class 2 contains 153410 members 
Entering Unmasked Estep 
Score: -24288908.000000 Penalty: 6059.947266
	Iteration 18Q: 3 clusters Score -2.428891e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48336 members 
Mstep: Class 2 contains 153990 members 
Entering Unmasked Estep 
Score: -24288964.000000 Penalty: 6059.947266
	Iteration 19Q: 3 clusters Score -2.428896e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47829 members 
Mstep: Class 2 contains 154497 members 
Entering Unmasked Estep 
Score: -24289044.000000 Penalty: 6059.947266
	Iteration 20F: 3 clusters Score -2.428904e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 155001 members 
Entering Unmasked Estep 
Score: -24289088.000000 Penalty: 6059.947266
	Iteration 21Q: 3 clusters Score -2.428909e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46862 members 
Mstep: Class 2 contains 155464 members 
Entering Unmasked Estep 
Score: -24289106.000000 Penalty: 6059.947266
	Iteration 22Q: 3 clusters Score -2.428911e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46413 members 
Mstep: Class 2 contains 155913 members 
Entering Unmasked Estep 
Score: -24289186.000000 Penalty: 6059.947266
	Iteration 23Q: 3 clusters Score -2.428919e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45970 members 
Mstep: Class 2 contains 156356 members 
Entering Unmasked Estep 
Score: -24289222.000000 Penalty: 6059.947266
	Iteration 24Q: 3 clusters Score -2.428922e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 156800 members 
Entering Unmasked Estep 
Score: -24289222.000000 Penalty: 6059.947266
	Iteration 25Q: 3 clusters Score -2.428922e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 157218 members 
Entering Unmasked Estep 
Score: -24289248.000000 Penalty: 6059.947266
	Iteration 26Q: 3 clusters Score -2.428925e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 157637 members 
Entering Unmasked Estep 
Score: -24289258.000000 Penalty: 6059.947266
	Iteration 27Q: 3 clusters Score -2.428926e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44281 members 
Mstep: Class 2 contains 158045 members 
Entering Unmasked Estep 
Score: -24289248.000000 Penalty: 6059.947266
	Iteration 28Q: 3 clusters Score -2.428925e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43885 members 
Mstep: Class 2 contains 158441 members 
Entering Unmasked Estep 
Score: -24289272.000000 Penalty: 6059.947266
	Iteration 29Q: 3 clusters Score -2.428927e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43467 members 
Mstep: Class 2 contains 158859 members 
Entering Unmasked Estep 
Score: -24289250.000000 Penalty: 6059.947266
	Iteration 30Q: 3 clusters Score -2.428925e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43077 members 
Mstep: Class 2 contains 159249 members 
Entering Unmasked Estep 
Score: -24289266.000000 Penalty: 6059.947266
	Iteration 31Q: 3 clusters Score -2.428927e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42676 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -24289270.000000 Penalty: 6059.947266
	Iteration 32Q: 3 clusters Score -2.428927e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42285 members 
Mstep: Class 2 contains 160041 members 
Entering Unmasked Estep 
Score: -24289236.000000 Penalty: 6059.947266
	Iteration 33Q: 3 clusters Score -2.428924e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 160400 members 
Entering Unmasked Estep 
Score: -24289300.000000 Penalty: 6059.947266
	Iteration 34Q: 3 clusters Score -2.42893e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41608 members 
Mstep: Class 2 contains 160718 members 
Entering Unmasked Estep 
Score: -24289286.000000 Penalty: 6059.947266
	Iteration 35Q: 3 clusters Score -2.428929e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 161031 members 
Entering Unmasked Estep 
Score: -24289292.000000 Penalty: 6059.947266
	Iteration 36Q: 3 clusters Score -2.428929e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40999 members 
Mstep: Class 2 contains 161327 members 
Entering Unmasked Estep 
Score: -24289290.000000 Penalty: 6059.947266
	Iteration 37Q: 3 clusters Score -2.428929e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 161624 members 
Entering Unmasked Estep 
Score: -24289274.000000 Penalty: 6059.947266
	Iteration 38Q: 3 clusters Score -2.428927e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 161922 members 
Entering Unmasked Estep 
Score: -24289268.000000 Penalty: 6059.947266
	Iteration 39Q: 3 clusters Score -2.428927e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 162209 members 
Entering Unmasked Estep 
Score: -24289318.000000 Penalty: 6059.947266
	Iteration 40F: 3 clusters Score -2.428932e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 162485 members 
Entering Unmasked Estep 
Score: -24289356.000000 Penalty: 6059.947266
	Iteration 41Q: 3 clusters Score -2.428936e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 162760 members 
Entering Unmasked Estep 
Score: -24289342.000000 Penalty: 6059.947266
	Iteration 42Q: 3 clusters Score -2.428934e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39286 members 
Mstep: Class 2 contains 163040 members 
Entering Unmasked Estep 
Score: -24289336.000000 Penalty: 6059.947266
	Iteration 43Q: 3 clusters Score -2.428934e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 163345 members 
Entering Unmasked Estep 
Score: -24289352.000000 Penalty: 6059.947266
	Iteration 44Q: 3 clusters Score -2.428935e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38671 members 
Mstep: Class 2 contains 163655 members 
Entering Unmasked Estep 
Score: -24289404.000000 Penalty: 6059.947266
	Iteration 45Q: 3 clusters Score -2.42894e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38380 members 
Mstep: Class 2 contains 163946 members 
Entering Unmasked Estep 
Score: -24289404.000000 Penalty: 6059.947266
	Iteration 46Q: 3 clusters Score -2.42894e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38061 members 
Mstep: Class 2 contains 164265 members 
Entering Unmasked Estep 
Score: -24289434.000000 Penalty: 6059.947266
	Iteration 47Q: 3 clusters Score -2.428943e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37767 members 
Mstep: Class 2 contains 164559 members 
Entering Unmasked Estep 
Score: -24289460.000000 Penalty: 6059.947266
	Iteration 48Q: 3 clusters Score -2.428946e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37481 members 
Mstep: Class 2 contains 164845 members 
Entering Unmasked Estep 
Score: -24289506.000000 Penalty: 6059.947266
	Iteration 49Q: 3 clusters Score -2.428951e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 165131 members 
Entering Unmasked Estep 
Score: -24289530.000000 Penalty: 6059.947266
	Iteration 50Q: 3 clusters Score -2.428953e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36948 members 
Mstep: Class 2 contains 165378 members 
Entering Unmasked Estep 
Score: -24289594.000000 Penalty: 6059.947266
	Iteration 51Q: 3 clusters Score -2.428959e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 165610 members 
Entering Unmasked Estep 
Score: -24289562.000000 Penalty: 6059.947266
	Iteration 52Q: 3 clusters Score -2.428956e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36492 members 
Mstep: Class 2 contains 165834 members 
Entering Unmasked Estep 
Score: -24289638.000000 Penalty: 6059.947266
	Iteration 53Q: 3 clusters Score -2.428964e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 166043 members 
Entering Unmasked Estep 
Score: -24289688.000000 Penalty: 6059.947266
	Iteration 54Q: 3 clusters Score -2.428969e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Mstep: Class 2 contains 166239 members 
Entering Unmasked Estep 
Score: -24289694.000000 Penalty: 6059.947266
	Iteration 55Q: 3 clusters Score -2.428969e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35861 members 
Mstep: Class 2 contains 166465 members 
Entering Unmasked Estep 
Score: -24289730.000000 Penalty: 6059.947266
	Iteration 56Q: 3 clusters Score -2.428973e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35621 members 
Mstep: Class 2 contains 166705 members 
Entering Unmasked Estep 
Score: -24289688.000000 Penalty: 6059.947266
	Iteration 57Q: 3 clusters Score -2.428969e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 166934 members 
Entering Unmasked Estep 
Score: -24289682.000000 Penalty: 6059.947266
	Iteration 58Q: 3 clusters Score -2.428968e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 167166 members 
Entering Unmasked Estep 
Score: -24289704.000000 Penalty: 6059.947266
	Iteration 59Q: 3 clusters Score -2.42897e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34907 members 
Mstep: Class 2 contains 167419 members 
Entering Unmasked Estep 
Score: -24289654.000000 Penalty: 6059.947266
	Iteration 60F: 3 clusters Score -2.428965e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 167660 members 
Entering Unmasked Estep 
Score: -24289640.000000 Penalty: 6059.947266
	Iteration 61Q: 3 clusters Score -2.428964e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 167891 members 
Entering Unmasked Estep 
Score: -24289664.000000 Penalty: 6059.947266
	Iteration 62Q: 3 clusters Score -2.428966e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 168107 members 
Entering Unmasked Estep 
Score: -24289618.000000 Penalty: 6059.947266
	Iteration 63Q: 3 clusters Score -2.428962e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 168321 members 
Entering Unmasked Estep 
Score: -24289646.000000 Penalty: 6059.947266
	Iteration 64Q: 3 clusters Score -2.428965e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 168550 members 
Entering Unmasked Estep 
Score: -24289630.000000 Penalty: 6059.947266
	Iteration 65Q: 3 clusters Score -2.428963e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 168766 members 
Entering Unmasked Estep 
Score: -24289658.000000 Penalty: 6059.947266
	Iteration 66Q: 3 clusters Score -2.428966e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33333 members 
Mstep: Class 2 contains 168993 members 
Entering Unmasked Estep 
Score: -24289642.000000 Penalty: 6059.947266
	Iteration 67Q: 3 clusters Score -2.428964e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33127 members 
Mstep: Class 2 contains 169199 members 
Entering Unmasked Estep 
Score: -24289640.000000 Penalty: 6059.947266
	Iteration 68Q: 3 clusters Score -2.428964e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32915 members 
Mstep: Class 2 contains 169411 members 
Entering Unmasked Estep 
Score: -24289656.000000 Penalty: 6059.947266
	Iteration 69Q: 3 clusters Score -2.428966e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32722 members 
Mstep: Class 2 contains 169604 members 
Entering Unmasked Estep 
Score: -24289696.000000 Penalty: 6059.947266
	Iteration 70Q: 3 clusters Score -2.42897e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 169783 members 
Entering Unmasked Estep 
Score: -24289716.000000 Penalty: 6059.947266
	Iteration 71Q: 3 clusters Score -2.428972e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 169987 members 
Entering Unmasked Estep 
Score: -24289716.000000 Penalty: 6059.947266
	Iteration 72Q: 3 clusters Score -2.428972e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 170189 members 
Entering Unmasked Estep 
Score: -24289680.000000 Penalty: 6059.947266
	Iteration 73Q: 3 clusters Score -2.428968e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31932 members 
Mstep: Class 2 contains 170394 members 
Entering Unmasked Estep 
Score: -24289634.000000 Penalty: 6059.947266
	Iteration 74Q: 3 clusters Score -2.428963e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 170588 members 
Entering Unmasked Estep 
Score: -24289668.000000 Penalty: 6059.947266
	Iteration 75Q: 3 clusters Score -2.428967e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 170773 members 
Entering Unmasked Estep 
Score: -24289720.000000 Penalty: 6059.947266
	Iteration 76Q: 3 clusters Score -2.428972e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 170972 members 
Entering Unmasked Estep 
Score: -24289758.000000 Penalty: 6059.947266
	Iteration 77Q: 3 clusters Score -2.428976e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 171175 members 
Entering Unmasked Estep 
Score: -24289736.000000 Penalty: 6059.947266
	Iteration 78Q: 3 clusters Score -2.428974e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Mstep: Class 2 contains 171375 members 
Entering Unmasked Estep 
Score: -24289738.000000 Penalty: 6059.947266
	Iteration 79Q: 3 clusters Score -2.428974e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30749 members 
Mstep: Class 2 contains 171577 members 
Entering Unmasked Estep 
Score: -24289730.000000 Penalty: 6059.947266
	Iteration 80F: 3 clusters Score -2.428973e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 171763 members 
Entering Unmasked Estep 
Score: -24289718.000000 Penalty: 6059.947266
	Iteration 81Q: 3 clusters Score -2.428972e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 171923 members 
Entering Unmasked Estep 
Score: -24289738.000000 Penalty: 6059.947266
	Iteration 82Q: 3 clusters Score -2.428974e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 172105 members 
Entering Unmasked Estep 
Score: -24289744.000000 Penalty: 6059.947266
	Iteration 83Q: 3 clusters Score -2.428974e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 172280 members 
Entering Unmasked Estep 
Score: -24289764.000000 Penalty: 6059.947266
	Iteration 84Q: 3 clusters Score -2.428976e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29875 members 
Mstep: Class 2 contains 172451 members 
Entering Unmasked Estep 
Score: -24289776.000000 Penalty: 6059.947266
	Iteration 85Q: 3 clusters Score -2.428978e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29707 members 
Mstep: Class 2 contains 172619 members 
Entering Unmasked Estep 
Score: -24289808.000000 Penalty: 6059.947266
	Iteration 86Q: 3 clusters Score -2.428981e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 172776 members 
Entering Unmasked Estep 
Score: -24289800.000000 Penalty: 6059.947266
	Iteration 87Q: 3 clusters Score -2.42898e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 172931 members 
Entering Unmasked Estep 
Score: -24289844.000000 Penalty: 6059.947266
	Iteration 88Q: 3 clusters Score -2.428984e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 173073 members 
Entering Unmasked Estep 
Score: -24289844.000000 Penalty: 6059.947266
	Iteration 89Q: 3 clusters Score -2.428984e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 173234 members 
Entering Unmasked Estep 
Score: -24289798.000000 Penalty: 6059.947266
	Iteration 90Q: 3 clusters Score -2.42898e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 173371 members 
Entering Unmasked Estep 
Score: -24289788.000000 Penalty: 6059.947266
	Iteration 91Q: 3 clusters Score -2.428979e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 173488 members 
Entering Unmasked Estep 
Score: -24289778.000000 Penalty: 6059.947266
	Iteration 92Q: 3 clusters Score -2.428978e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28709 members 
Mstep: Class 2 contains 173617 members 
Entering Unmasked Estep 
Score: -24289802.000000 Penalty: 6059.947266
	Iteration 93Q: 3 clusters Score -2.42898e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28571 members 
Mstep: Class 2 contains 173755 members 
Entering Unmasked Estep 
Score: -24289852.000000 Penalty: 6059.947266
	Iteration 94Q: 3 clusters Score -2.428985e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28422 members 
Mstep: Class 2 contains 173904 members 
Entering Unmasked Estep 
Score: -24289882.000000 Penalty: 6059.947266
	Iteration 95Q: 3 clusters Score -2.428988e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28285 members 
Mstep: Class 2 contains 174041 members 
Entering Unmasked Estep 
Score: -24289852.000000 Penalty: 6059.947266
	Iteration 96Q: 3 clusters Score -2.428985e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 174183 members 
Entering Unmasked Estep 
Score: -24289856.000000 Penalty: 6059.947266
	Iteration 97Q: 3 clusters Score -2.428986e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 174348 members 
Entering Unmasked Estep 
Score: -24289876.000000 Penalty: 6059.947266
	Iteration 98Q: 3 clusters Score -2.428988e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 174524 members 
Entering Unmasked Estep 
Score: -24289868.000000 Penalty: 6059.947266
	Iteration 99Q: 3 clusters Score -2.428987e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 174690 members 
Entering Unmasked Estep 
Score: -24289878.000000 Penalty: 6059.947266
	Iteration 100F: 3 clusters Score -2.428988e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 174842 members 
Entering Unmasked Estep 
Score: -24289894.000000 Penalty: 6059.947266
	Iteration 101Q: 3 clusters Score -2.428989e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 174997 members 
Entering Unmasked Estep 
Score: -24289874.000000 Penalty: 6059.947266
	Iteration 102Q: 3 clusters Score -2.428987e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 175165 members 
Entering Unmasked Estep 
Score: -24289862.000000 Penalty: 6059.947266
	Iteration 103Q: 3 clusters Score -2.428986e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26992 members 
Mstep: Class 2 contains 175334 members 
Entering Unmasked Estep 
Score: -24289850.000000 Penalty: 6059.947266
	Iteration 104Q: 3 clusters Score -2.428985e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 175487 members 
Entering Unmasked Estep 
Score: -24289924.000000 Penalty: 6059.947266
	Iteration 105Q: 3 clusters Score -2.428992e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 175653 members 
Entering Unmasked Estep 
Score: -24289894.000000 Penalty: 6059.947266
	Iteration 106Q: 3 clusters Score -2.428989e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26518 members 
Mstep: Class 2 contains 175808 members 
Entering Unmasked Estep 
Score: -24289842.000000 Penalty: 6059.947266
	Iteration 107Q: 3 clusters Score -2.428984e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 175970 members 
Entering Unmasked Estep 
Score: -24289864.000000 Penalty: 6059.947266
	Iteration 108Q: 3 clusters Score -2.428986e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 176126 members 
Entering Unmasked Estep 
Score: -24289848.000000 Penalty: 6059.947266
	Iteration 109Q: 3 clusters Score -2.428985e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 176279 members 
Entering Unmasked Estep 
Score: -24289838.000000 Penalty: 6059.947266
	Iteration 110Q: 3 clusters Score -2.428984e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 176409 members 
Entering Unmasked Estep 
Score: -24289844.000000 Penalty: 6059.947266
	Iteration 111Q: 3 clusters Score -2.428984e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 176526 members 
Entering Unmasked Estep 
Score: -24289778.000000 Penalty: 6059.947266
	Iteration 112Q: 3 clusters Score -2.428978e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25684 members 
Mstep: Class 2 contains 176642 members 
Entering Unmasked Estep 
Score: -24289816.000000 Penalty: 6059.947266
	Iteration 113Q: 3 clusters Score -2.428982e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 176753 members 
Entering Unmasked Estep 
Score: -24289818.000000 Penalty: 6059.947266
	Iteration 114Q: 3 clusters Score -2.428982e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25461 members 
Mstep: Class 2 contains 176865 members 
Entering Unmasked Estep 
Score: -24289854.000000 Penalty: 6059.947266
	Iteration 115Q: 3 clusters Score -2.428985e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 176982 members 
Entering Unmasked Estep 
Score: -24289810.000000 Penalty: 6059.947266
	Iteration 116Q: 3 clusters Score -2.428981e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 177108 members 
Entering Unmasked Estep 
Score: -24289814.000000 Penalty: 6059.947266
	Iteration 117Q: 3 clusters Score -2.428981e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 177256 members 
Entering Unmasked Estep 
Score: -24289788.000000 Penalty: 6059.947266
	Iteration 118Q: 3 clusters Score -2.428979e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 177393 members 
Entering Unmasked Estep 
Score: -24289810.000000 Penalty: 6059.947266
	Iteration 119Q: 3 clusters Score -2.428981e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Mstep: Class 2 contains 177539 members 
Entering Unmasked Estep 
Score: -24289832.000000 Penalty: 6059.947266
	Iteration 120F: 3 clusters Score -2.428983e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 177665 members 
Entering Unmasked Estep 
Score: -24289834.000000 Penalty: 6059.947266
	Iteration 121Q: 3 clusters Score -2.428983e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 177795 members 
Entering Unmasked Estep 
Score: -24289832.000000 Penalty: 6059.947266
	Iteration 122Q: 3 clusters Score -2.428983e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 177925 members 
Entering Unmasked Estep 
Score: -24289816.000000 Penalty: 6059.947266
	Iteration 123Q: 3 clusters Score -2.428982e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24292 members 
Mstep: Class 2 contains 178034 members 
Entering Unmasked Estep 
Score: -24289828.000000 Penalty: 6059.947266
	Iteration 124Q: 3 clusters Score -2.428983e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 178140 members 
Entering Unmasked Estep 
Score: -24289808.000000 Penalty: 6059.947266
	Iteration 125Q: 3 clusters Score -2.428981e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 178243 members 
Entering Unmasked Estep 
Score: -24289794.000000 Penalty: 6059.947266
	Iteration 126Q: 3 clusters Score -2.428979e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 178339 members 
Entering Unmasked Estep 
Score: -24289788.000000 Penalty: 6059.947266
	Iteration 127Q: 3 clusters Score -2.428979e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 178431 members 
Entering Unmasked Estep 
Score: -24289836.000000 Penalty: 6059.947266
	Iteration 128Q: 3 clusters Score -2.428984e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 178522 members 
Entering Unmasked Estep 
Score: -24289790.000000 Penalty: 6059.947266
	Iteration 129Q: 3 clusters Score -2.428979e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 178601 members 
Entering Unmasked Estep 
Score: -24289802.000000 Penalty: 6059.947266
	Iteration 130Q: 3 clusters Score -2.42898e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23638 members 
Mstep: Class 2 contains 178688 members 
Entering Unmasked Estep 
Score: -24289794.000000 Penalty: 6059.947266
	Iteration 131Q: 3 clusters Score -2.428979e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 178778 members 
Entering Unmasked Estep 
Score: -24289778.000000 Penalty: 6059.947266
	Iteration 132Q: 3 clusters Score -2.428978e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 178877 members 
Entering Unmasked Estep 
Score: -24289824.000000 Penalty: 6059.947266
	Iteration 133Q: 3 clusters Score -2.428982e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23347 members 
Mstep: Class 2 contains 178979 members 
Entering Unmasked Estep 
Score: -24289822.000000 Penalty: 6059.947266
	Iteration 134Q: 3 clusters Score -2.428982e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 179091 members 
Entering Unmasked Estep 
Score: -24289836.000000 Penalty: 6059.947266
	Iteration 135Q: 3 clusters Score -2.428984e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 179202 members 
Entering Unmasked Estep 
Score: -24289842.000000 Penalty: 6059.947266
	Iteration 136Q: 3 clusters Score -2.428984e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23019 members 
Mstep: Class 2 contains 179307 members 
Entering Unmasked Estep 
Score: -24289840.000000 Penalty: 6059.947266
	Iteration 137Q: 3 clusters Score -2.428984e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22937 members 
Mstep: Class 2 contains 179389 members 
Entering Unmasked Estep 
Score: -24289878.000000 Penalty: 6059.947266
	Iteration 138Q: 3 clusters Score -2.428988e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 179482 members 
Entering Unmasked Estep 
Score: -24289912.000000 Penalty: 6059.947266
	Iteration 139Q: 3 clusters Score -2.428991e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22763 members 
Mstep: Class 2 contains 179563 members 
Entering Unmasked Estep 
Score: -24289890.000000 Penalty: 6059.947266
	Iteration 140F: 3 clusters Score -2.428989e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 179672 members 
Entering Unmasked Estep 
Score: -24289938.000000 Penalty: 6059.947266
	Iteration 141Q: 3 clusters Score -2.428994e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 179765 members 
Entering Unmasked Estep 
Score: -24289910.000000 Penalty: 6059.947266
	Iteration 142Q: 3 clusters Score -2.428991e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22459 members 
Mstep: Class 2 contains 179867 members 
Entering Unmasked Estep 
Score: -24289920.000000 Penalty: 6059.947266
	Iteration 143Q: 3 clusters Score -2.428992e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 179980 members 
Entering Unmasked Estep 
Score: -24289940.000000 Penalty: 6059.947266
	Iteration 144Q: 3 clusters Score -2.428994e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 180089 members 
Entering Unmasked Estep 
Score: -24289936.000000 Penalty: 6059.947266
	Iteration 145Q: 3 clusters Score -2.428994e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 180204 members 
Entering Unmasked Estep 
Score: -24289946.000000 Penalty: 6059.947266
	Iteration 146Q: 3 clusters Score -2.428995e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 180315 members 
Entering Unmasked Estep 
Score: -24289976.000000 Penalty: 6059.947266
	Iteration 147Q: 3 clusters Score -2.428998e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 180411 members 
Entering Unmasked Estep 
Score: -24289976.000000 Penalty: 6059.947266
	Iteration 148Q: 3 clusters Score -2.428998e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21809 members 
Mstep: Class 2 contains 180517 members 
Entering Unmasked Estep 
Score: -24289990.000000 Penalty: 6059.947266
	Iteration 149Q: 3 clusters Score -2.428999e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 180618 members 
Entering Unmasked Estep 
Score: -24290016.000000 Penalty: 6059.947266
	Iteration 150Q: 3 clusters Score -2.429002e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21613 members 
Mstep: Class 2 contains 180713 members 
Entering Unmasked Estep 
Score: -24290048.000000 Penalty: 6059.947266
	Iteration 151Q: 3 clusters Score -2.429005e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21514 members 
Mstep: Class 2 contains 180812 members 
Entering Unmasked Estep 
Score: -24290062.000000 Penalty: 6059.947266
	Iteration 152Q: 3 clusters Score -2.429006e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 180919 members 
Entering Unmasked Estep 
Score: -24290026.000000 Penalty: 6059.947266
	Iteration 153Q: 3 clusters Score -2.429003e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21301 members 
Mstep: Class 2 contains 181025 members 
Entering Unmasked Estep 
Score: -24290058.000000 Penalty: 6059.947266
	Iteration 154Q: 3 clusters Score -2.429006e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 181137 members 
Entering Unmasked Estep 
Score: -24290050.000000 Penalty: 6059.947266
	Iteration 155Q: 3 clusters Score -2.429005e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 181261 members 
Entering Unmasked Estep 
Score: -24290062.000000 Penalty: 6059.947266
	Iteration 156Q: 3 clusters Score -2.429006e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 181366 members 
Entering Unmasked Estep 
Score: -24290028.000000 Penalty: 6059.947266
	Iteration 157Q: 3 clusters Score -2.429003e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 181461 members 
Entering Unmasked Estep 
Score: -24290038.000000 Penalty: 6059.947266
	Iteration 158Q: 3 clusters Score -2.429004e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 181555 members 
Entering Unmasked Estep 
Score: -24290028.000000 Penalty: 6059.947266
	Iteration 159Q: 3 clusters Score -2.429003e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 181650 members 
Entering Unmasked Estep 
Score: -24289998.000000 Penalty: 6059.947266
	Iteration 160F: 3 clusters Score -2.429e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 181741 members 
Entering Unmasked Estep 
Score: -24290020.000000 Penalty: 6059.947266
	Iteration 161Q: 3 clusters Score -2.429002e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 181838 members 
Entering Unmasked Estep 
Score: -24289992.000000 Penalty: 6059.947266
	Iteration 162Q: 3 clusters Score -2.428999e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 181931 members 
Entering Unmasked Estep 
Score: -24290034.000000 Penalty: 6059.947266
	Iteration 163Q: 3 clusters Score -2.429003e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20299 members 
Mstep: Class 2 contains 182027 members 
Entering Unmasked Estep 
Score: -24290030.000000 Penalty: 6059.947266
	Iteration 164Q: 3 clusters Score -2.429003e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 182116 members 
Entering Unmasked Estep 
Score: -24290032.000000 Penalty: 6059.947266
	Iteration 165Q: 3 clusters Score -2.429003e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20119 members 
Mstep: Class 2 contains 182207 members 
Entering Unmasked Estep 
Score: -24290054.000000 Penalty: 6059.947266
	Iteration 166Q: 3 clusters Score -2.429005e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 182307 members 
Entering Unmasked Estep 
Score: -24290070.000000 Penalty: 6059.947266
	Iteration 167Q: 3 clusters Score -2.429007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Mstep: Class 2 contains 182397 members 
Entering Unmasked Estep 
Score: -24290038.000000 Penalty: 6059.947266
	Iteration 168Q: 3 clusters Score -2.429004e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 182484 members 
Entering Unmasked Estep 
Score: -24290040.000000 Penalty: 6059.947266
	Iteration 169Q: 3 clusters Score -2.429004e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 182558 members 
Entering Unmasked Estep 
Score: -24290056.000000 Penalty: 6059.947266
	Iteration 170Q: 3 clusters Score -2.429006e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 182640 members 
Entering Unmasked Estep 
Score: -24290046.000000 Penalty: 6059.947266
	Iteration 171Q: 3 clusters Score -2.429005e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 182727 members 
Entering Unmasked Estep 
Score: -24290018.000000 Penalty: 6059.947266
	Iteration 172Q: 3 clusters Score -2.429002e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 182821 members 
Entering Unmasked Estep 
Score: -24289996.000000 Penalty: 6059.947266
	Iteration 173Q: 3 clusters Score -2.429e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 182925 members 
Entering Unmasked Estep 
Score: -24289976.000000 Penalty: 6059.947266
	Iteration 174Q: 3 clusters Score -2.428998e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 183026 members 
Entering Unmasked Estep 
Score: -24289976.000000 Penalty: 6059.947266
	Iteration 175Q: 3 clusters Score -2.428998e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 183124 members 
Entering Unmasked Estep 
Score: -24289992.000000 Penalty: 6059.947266
	Iteration 176Q: 3 clusters Score -2.428999e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19108 members 
Mstep: Class 2 contains 183218 members 
Entering Unmasked Estep 
Score: -24289992.000000 Penalty: 6059.947266
	Iteration 177Q: 3 clusters Score -2.428999e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 183310 members 
Entering Unmasked Estep 
Score: -24289968.000000 Penalty: 6059.947266
	Iteration 178Q: 3 clusters Score -2.428997e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 183418 members 
Entering Unmasked Estep 
Score: -24290006.000000 Penalty: 6059.947266
	Iteration 179Q: 3 clusters Score -2.429001e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18784 members 
Mstep: Class 2 contains 183542 members 
Entering Unmasked Estep 
Score: -24290020.000000 Penalty: 6059.947266
	Iteration 180F: 3 clusters Score -2.429002e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 183665 members 
Entering Unmasked Estep 
Score: -24289996.000000 Penalty: 6059.947266
	Iteration 181Q: 3 clusters Score -2.429e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 183769 members 
Entering Unmasked Estep 
Score: -24289988.000000 Penalty: 6059.947266
	Iteration 182Q: 3 clusters Score -2.428999e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 183882 members 
Entering Unmasked Estep 
Score: -24290000.000000 Penalty: 6059.947266
	Iteration 183Q: 3 clusters Score -2.429e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 183998 members 
Entering Unmasked Estep 
Score: -24289974.000000 Penalty: 6059.947266
	Iteration 184Q: 3 clusters Score -2.428997e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 184124 members 
Entering Unmasked Estep 
Score: -24289940.000000 Penalty: 6059.947266
	Iteration 185Q: 3 clusters Score -2.428994e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 184251 members 
Entering Unmasked Estep 
Score: -24289904.000000 Penalty: 6059.947266
	Iteration 186Q: 3 clusters Score -2.42899e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 184365 members 
Entering Unmasked Estep 
Score: -24289888.000000 Penalty: 6059.947266
	Iteration 187Q: 3 clusters Score -2.428989e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 184465 members 
Entering Unmasked Estep 
Score: -24289876.000000 Penalty: 6059.947266
	Iteration 188Q: 3 clusters Score -2.428988e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17761 members 
Mstep: Class 2 contains 184565 members 
Entering Unmasked Estep 
Score: -24289878.000000 Penalty: 6059.947266
	Iteration 189Q: 3 clusters Score -2.428988e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 184667 members 
Entering Unmasked Estep 
Score: -24289906.000000 Penalty: 6059.947266
	Iteration 190Q: 3 clusters Score -2.428991e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 184760 members 
Entering Unmasked Estep 
Score: -24289932.000000 Penalty: 6059.947266
	Iteration 191Q: 3 clusters Score -2.428993e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 184855 members 
Entering Unmasked Estep 
Score: -24289898.000000 Penalty: 6059.947266
	Iteration 192Q: 3 clusters Score -2.42899e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 184977 members 
Entering Unmasked Estep 
Score: -24289920.000000 Penalty: 6059.947266
	Iteration 193Q: 3 clusters Score -2.428992e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 185098 members 
Entering Unmasked Estep 
Score: -24289940.000000 Penalty: 6059.947266
	Iteration 194Q: 3 clusters Score -2.428994e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 185226 members 
Entering Unmasked Estep 
Score: -24289956.000000 Penalty: 6059.947266
	Iteration 195Q: 3 clusters Score -2.428996e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 185350 members 
Entering Unmasked Estep 
Score: -24289926.000000 Penalty: 6059.947266
	Iteration 196Q: 3 clusters Score -2.428993e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 185463 members 
Entering Unmasked Estep 
Score: -24289946.000000 Penalty: 6059.947266
	Iteration 197Q: 3 clusters Score -2.428995e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 185577 members 
Entering Unmasked Estep 
Score: -24289924.000000 Penalty: 6059.947266
	Iteration 198Q: 3 clusters Score -2.428992e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16625 members 
Mstep: Class 2 contains 185701 members 
Entering Unmasked Estep 
Score: -24289924.000000 Penalty: 6059.947266
	Iteration 199Q: 3 clusters Score -2.428992e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 185825 members 
Entering Unmasked Estep 
Score: -24289950.000000 Penalty: 6059.947266
	Iteration 200F: 3 clusters Score -2.428995e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16373 members 
Mstep: Class 2 contains 185953 members 
Entering Unmasked Estep 
Score: -24289936.000000 Penalty: 6059.947266
	Iteration 201Q: 3 clusters Score -2.428994e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 186071 members 
Entering Unmasked Estep 
Score: -24289948.000000 Penalty: 6059.947266
	Iteration 202Q: 3 clusters Score -2.428995e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 186182 members 
Entering Unmasked Estep 
Score: -24289950.000000 Penalty: 6059.947266
	Iteration 203Q: 3 clusters Score -2.428995e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 186298 members 
Entering Unmasked Estep 
Score: -24289938.000000 Penalty: 6059.947266
	Iteration 204Q: 3 clusters Score -2.428994e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 186417 members 
Entering Unmasked Estep 
Score: -24289956.000000 Penalty: 6059.947266
	Iteration 205Q: 3 clusters Score -2.428996e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15797 members 
Mstep: Class 2 contains 186529 members 
Entering Unmasked Estep 
Score: -24289962.000000 Penalty: 6059.947266
	Iteration 206Q: 3 clusters Score -2.428996e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 186634 members 
Entering Unmasked Estep 
Score: -24289946.000000 Penalty: 6059.947266
	Iteration 207Q: 3 clusters Score -2.428995e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 186741 members 
Entering Unmasked Estep 
Score: -24289930.000000 Penalty: 6059.947266
	Iteration 208Q: 3 clusters Score -2.428993e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15477 members 
Mstep: Class 2 contains 186849 members 
Entering Unmasked Estep 
Score: -24289934.000000 Penalty: 6059.947266
	Iteration 209Q: 3 clusters Score -2.428993e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 186940 members 
Entering Unmasked Estep 
Score: -24289954.000000 Penalty: 6059.947266
	Iteration 210Q: 3 clusters Score -2.428995e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 187014 members 
Entering Unmasked Estep 
Score: -24289948.000000 Penalty: 6059.947266
	Iteration 211Q: 3 clusters Score -2.428995e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 187074 members 
Entering Unmasked Estep 
Score: -24289932.000000 Penalty: 6059.947266
	Iteration 212Q: 3 clusters Score -2.428993e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 187141 members 
Entering Unmasked Estep 
Score: -24289906.000000 Penalty: 6059.947266
	Iteration 213Q: 3 clusters Score -2.428991e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15116 members 
Mstep: Class 2 contains 187210 members 
Entering Unmasked Estep 
Score: -24289926.000000 Penalty: 6059.947266
	Iteration 214Q: 3 clusters Score -2.428993e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 187295 members 
Entering Unmasked Estep 
Score: -24289950.000000 Penalty: 6059.947266
	Iteration 215Q: 3 clusters Score -2.428995e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 187367 members 
Entering Unmasked Estep 
Score: -24289952.000000 Penalty: 6059.947266
	Iteration 216Q: 3 clusters Score -2.428995e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 187439 members 
Entering Unmasked Estep 
Score: -24289972.000000 Penalty: 6059.947266
	Iteration 217Q: 3 clusters Score -2.428997e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 187500 members 
Entering Unmasked Estep 
Score: -24289988.000000 Penalty: 6059.947266
	Iteration 218Q: 3 clusters Score -2.428999e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 187559 members 
Entering Unmasked Estep 
Score: -24289962.000000 Penalty: 6059.947266
	Iteration 219Q: 3 clusters Score -2.428996e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14705 members 
Mstep: Class 2 contains 187621 members 
Entering Unmasked Estep 
Score: -24289952.000000 Penalty: 6059.947266
	Iteration 220F: 3 clusters Score -2.428995e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 187688 members 
Entering Unmasked Estep 
Score: -24289972.000000 Penalty: 6059.947266
	Iteration 221Q: 3 clusters Score -2.428997e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 187747 members 
Entering Unmasked Estep 
Score: -24289964.000000 Penalty: 6059.947266
	Iteration 222Q: 3 clusters Score -2.428996e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 187808 members 
Entering Unmasked Estep 
Score: -24289960.000000 Penalty: 6059.947266
	Iteration 223Q: 3 clusters Score -2.428996e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14470 members 
Mstep: Class 2 contains 187856 members 
Entering Unmasked Estep 
Score: -24289972.000000 Penalty: 6059.947266
	Iteration 224Q: 3 clusters Score -2.428997e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 187912 members 
Entering Unmasked Estep 
Score: -24289958.000000 Penalty: 6059.947266
	Iteration 225Q: 3 clusters Score -2.428996e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 187956 members 
Entering Unmasked Estep 
Score: -24289954.000000 Penalty: 6059.947266
	Iteration 226Q: 3 clusters Score -2.428995e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 188008 members 
Entering Unmasked Estep 
Score: -24289960.000000 Penalty: 6059.947266
	Iteration 227Q: 3 clusters Score -2.428996e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 188048 members 
Entering Unmasked Estep 
Score: -24289930.000000 Penalty: 6059.947266
	Iteration 228Q: 3 clusters Score -2.428993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 188091 members 
Entering Unmasked Estep 
Score: -24289930.000000 Penalty: 6059.947266
	Iteration 229Q: 3 clusters Score -2.428993e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 188137 members 
Entering Unmasked Estep 
Score: -24289948.000000 Penalty: 6059.947266
	Iteration 230Q: 3 clusters Score -2.428995e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 188176 members 
Entering Unmasked Estep 
Score: -24289958.000000 Penalty: 6059.947266
	Iteration 231Q: 3 clusters Score -2.428996e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 188216 members 
Entering Unmasked Estep 
Score: -24289952.000000 Penalty: 6059.947266
	Iteration 232Q: 3 clusters Score -2.428995e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 188259 members 
Entering Unmasked Estep 
Score: -24289934.000000 Penalty: 6059.947266
	Iteration 233Q: 3 clusters Score -2.428993e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 188302 members 
Entering Unmasked Estep 
Score: -24289926.000000 Penalty: 6059.947266
	Iteration 234Q: 3 clusters Score -2.428993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 188331 members 
Entering Unmasked Estep 
Score: -24289924.000000 Penalty: 6059.947266
	Iteration 235Q: 3 clusters Score -2.428992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 188359 members 
Entering Unmasked Estep 
Score: -24289930.000000 Penalty: 6059.947266
	Iteration 236Q: 3 clusters Score -2.428993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 188380 members 
Entering Unmasked Estep 
Score: -24289950.000000 Penalty: 6059.947266
	Iteration 237Q: 3 clusters Score -2.428995e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 188404 members 
Entering Unmasked Estep 
Score: -24289954.000000 Penalty: 6059.947266
	Iteration 238Q: 3 clusters Score -2.428995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 188425 members 
Entering Unmasked Estep 
Score: -24289936.000000 Penalty: 6059.947266
	Iteration 239Q: 3 clusters Score -2.428994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 188444 members 
Entering Unmasked Estep 
Score: -24289948.000000 Penalty: 6059.947266
	Iteration 240F: 3 clusters Score -2.428995e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 188472 members 
Entering Unmasked Estep 
Score: -24289938.000000 Penalty: 6059.947266
	Iteration 241Q: 3 clusters Score -2.428994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 188492 members 
Entering Unmasked Estep 
Score: -24289918.000000 Penalty: 6059.947266
	Iteration 242Q: 3 clusters Score -2.428992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 188508 members 
Entering Unmasked Estep 
Score: -24289928.000000 Penalty: 6059.947266
	Iteration 243Q: 3 clusters Score -2.428993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13802 members 
Mstep: Class 2 contains 188524 members 
Entering Unmasked Estep 
Score: -24289926.000000 Penalty: 6059.947266
	Iteration 244Q: 3 clusters Score -2.428993e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 188539 members 
Entering Unmasked Estep 
Score: -24289942.000000 Penalty: 6059.947266
	Iteration 245Q: 3 clusters Score -2.428994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 188563 members 
Entering Unmasked Estep 
Score: -24289924.000000 Penalty: 6059.947266
	Iteration 246Q: 3 clusters Score -2.428992e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 188586 members 
Entering Unmasked Estep 
Score: -24289904.000000 Penalty: 6059.947266
	Iteration 247Q: 3 clusters Score -2.42899e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 188599 members 
Entering Unmasked Estep 
Score: -24289918.000000 Penalty: 6059.947266
	Iteration 248Q: 3 clusters Score -2.428992e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 188615 members 
Entering Unmasked Estep 
Score: -24289948.000000 Penalty: 6059.947266
	Iteration 249Q: 3 clusters Score -2.428995e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 188625 members 
Entering Unmasked Estep 
Score: -24289924.000000 Penalty: 6059.947266
	Iteration 250Q: 3 clusters Score -2.428992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 188639 members 
Entering Unmasked Estep 
Score: -24289922.000000 Penalty: 6059.947266
	Iteration 251Q: 3 clusters Score -2.428992e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 188650 members 
Entering Unmasked Estep 
Score: -24289904.000000 Penalty: 6059.947266
	Iteration 252Q: 3 clusters Score -2.42899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 188660 members 
Entering Unmasked Estep 
Score: -24289904.000000 Penalty: 6059.947266
	Iteration 253Q: 3 clusters Score -2.42899e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 188670 members 
Entering Unmasked Estep 
Score: -24289920.000000 Penalty: 6059.947266
	Iteration 254Q: 3 clusters Score -2.428992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 188683 members 
Entering Unmasked Estep 
Score: -24289912.000000 Penalty: 6059.947266
	Iteration 255Q: 3 clusters Score -2.428991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 188696 members 
Entering Unmasked Estep 
Score: -24289892.000000 Penalty: 6059.947266
	Iteration 256Q: 3 clusters Score -2.428989e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 188711 members 
Entering Unmasked Estep 
Score: -24289892.000000 Penalty: 6059.947266
	Iteration 257Q: 3 clusters Score -2.428989e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 188728 members 
Entering Unmasked Estep 
Score: -24289880.000000 Penalty: 6059.947266
	Iteration 258Q: 3 clusters Score -2.428988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 188752 members 
Entering Unmasked Estep 
Score: -24289914.000000 Penalty: 6059.947266
	Iteration 259Q: 3 clusters Score -2.428991e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 188771 members 
Entering Unmasked Estep 
Score: -24289892.000000 Penalty: 6059.947266
	Iteration 260F: 3 clusters Score -2.428989e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 188792 members 
Entering Unmasked Estep 
Score: -24289904.000000 Penalty: 6059.947266
	Iteration 261Q: 3 clusters Score -2.42899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 188810 members 
Entering Unmasked Estep 
Score: -24289904.000000 Penalty: 6059.947266
	Iteration 262Q: 3 clusters Score -2.42899e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 188827 members 
Entering Unmasked Estep 
Score: -24289904.000000 Penalty: 6059.947266
	Iteration 263Q: 3 clusters Score -2.42899e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 188853 members 
Entering Unmasked Estep 
Score: -24289916.000000 Penalty: 6059.947266
	Iteration 264Q: 3 clusters Score -2.428992e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 188877 members 
Entering Unmasked Estep 
Score: -24289918.000000 Penalty: 6059.947266
	Iteration 265Q: 3 clusters Score -2.428992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 188893 members 
Entering Unmasked Estep 
Score: -24289918.000000 Penalty: 6059.947266
	Iteration 266Q: 3 clusters Score -2.428992e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 188919 members 
Entering Unmasked Estep 
Score: -24289934.000000 Penalty: 6059.947266
	Iteration 267Q: 3 clusters Score -2.428993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 188946 members 
Entering Unmasked Estep 
Score: -24289906.000000 Penalty: 6059.947266
	Iteration 268Q: 3 clusters Score -2.428991e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 188977 members 
Entering Unmasked Estep 
Score: -24289894.000000 Penalty: 6059.947266
	Iteration 269Q: 3 clusters Score -2.428989e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 188998 members 
Entering Unmasked Estep 
Score: -24289884.000000 Penalty: 6059.947266
	Iteration 270Q: 3 clusters Score -2.428988e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 189014 members 
Entering Unmasked Estep 
Score: -24289906.000000 Penalty: 6059.947266
	Iteration 271Q: 3 clusters Score -2.428991e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 189030 members 
Entering Unmasked Estep 
Score: -24289878.000000 Penalty: 6059.947266
	Iteration 272Q: 3 clusters Score -2.428988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 189044 members 
Entering Unmasked Estep 
Score: -24289852.000000 Penalty: 6059.947266
	Iteration 273Q: 3 clusters Score -2.428985e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 189065 members 
Entering Unmasked Estep 
Score: -24289862.000000 Penalty: 6059.947266
	Iteration 274Q: 3 clusters Score -2.428986e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 189085 members 
Entering Unmasked Estep 
Score: -24289866.000000 Penalty: 6059.947266
	Iteration 275Q: 3 clusters Score -2.428987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 189108 members 
Entering Unmasked Estep 
Score: -24289900.000000 Penalty: 6059.947266
	Iteration 276Q: 3 clusters Score -2.42899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 189131 members 
Entering Unmasked Estep 
Score: -24289898.000000 Penalty: 6059.947266
	Iteration 277Q: 3 clusters Score -2.42899e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 189154 members 
Entering Unmasked Estep 
Score: -24289914.000000 Penalty: 6059.947266
	Iteration 278Q: 3 clusters Score -2.428991e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 189168 members 
Entering Unmasked Estep 
Score: -24289918.000000 Penalty: 6059.947266
	Iteration 279Q: 3 clusters Score -2.428992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 189179 members 
Entering Unmasked Estep 
Score: -24289924.000000 Penalty: 6059.947266
	Iteration 280F: 3 clusters Score -2.428992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 189199 members 
Entering Unmasked Estep 
Score: -24289960.000000 Penalty: 6059.947266
	Iteration 281Q: 3 clusters Score -2.428996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 189212 members 
Entering Unmasked Estep 
Score: -24289962.000000 Penalty: 6059.947266
	Iteration 282Q: 3 clusters Score -2.428996e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 189225 members 
Entering Unmasked Estep 
Score: -24289950.000000 Penalty: 6059.947266
	Iteration 283Q: 3 clusters Score -2.428995e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 189243 members 
Entering Unmasked Estep 
Score: -24289940.000000 Penalty: 6059.947266
	Iteration 284Q: 3 clusters Score -2.428994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 189257 members 
Entering Unmasked Estep 
Score: -24289914.000000 Penalty: 6059.947266
	Iteration 285Q: 3 clusters Score -2.428991e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 189277 members 
Entering Unmasked Estep 
Score: -24289950.000000 Penalty: 6059.947266
	Iteration 286Q: 3 clusters Score -2.428995e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 189298 members 
Entering Unmasked Estep 
Score: -24289942.000000 Penalty: 6059.947266
	Iteration 287Q: 3 clusters Score -2.428994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 189325 members 
Entering Unmasked Estep 
Score: -24289968.000000 Penalty: 6059.947266
	Iteration 288Q: 3 clusters Score -2.428997e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 189349 members 
Entering Unmasked Estep 
Score: -24289928.000000 Penalty: 6059.947266
	Iteration 289Q: 3 clusters Score -2.428993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 189370 members 
Entering Unmasked Estep 
Score: -24289940.000000 Penalty: 6059.947266
	Iteration 290Q: 3 clusters Score -2.428994e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 189394 members 
Entering Unmasked Estep 
Score: -24289932.000000 Penalty: 6059.947266
	Iteration 291Q: 3 clusters Score -2.428993e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 189412 members 
Entering Unmasked Estep 
Score: -24289932.000000 Penalty: 6059.947266
	Iteration 292Q: 3 clusters Score -2.428993e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 189422 members 
Entering Unmasked Estep 
Score: -24289922.000000 Penalty: 6059.947266
	Iteration 293Q: 3 clusters Score -2.428992e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 189435 members 
Entering Unmasked Estep 
Score: -24289914.000000 Penalty: 6059.947266
	Iteration 294Q: 3 clusters Score -2.428991e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 189449 members 
Entering Unmasked Estep 
Score: -24289900.000000 Penalty: 6059.947266
	Iteration 295Q: 3 clusters Score -2.42899e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 189460 members 
Entering Unmasked Estep 
Score: -24289910.000000 Penalty: 6059.947266
	Iteration 296Q: 3 clusters Score -2.428991e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 189482 members 
Entering Unmasked Estep 
Score: -24289878.000000 Penalty: 6059.947266
	Iteration 297Q: 3 clusters Score -2.428988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 189504 members 
Entering Unmasked Estep 
Score: -24289872.000000 Penalty: 6059.947266
	Iteration 298Q: 3 clusters Score -2.428987e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 189527 members 
Entering Unmasked Estep 
Score: -24289882.000000 Penalty: 6059.947266
	Iteration 299Q: 3 clusters Score -2.428988e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 189551 members 
Entering Unmasked Estep 
Score: -24289894.000000 Penalty: 6059.947266
	Iteration 300F: 3 clusters Score -2.428989e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 189578 members 
Entering Unmasked Estep 
Score: -24289894.000000 Penalty: 6059.947266
	Iteration 301Q: 3 clusters Score -2.428989e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 189611 members 
Entering Unmasked Estep 
Score: -24289870.000000 Penalty: 6059.947266
	Iteration 302Q: 3 clusters Score -2.428987e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 189643 members 
Entering Unmasked Estep 
Score: -24289878.000000 Penalty: 6059.947266
	Iteration 303Q: 3 clusters Score -2.428988e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 189678 members 
Entering Unmasked Estep 
Score: -24289868.000000 Penalty: 6059.947266
	Iteration 304Q: 3 clusters Score -2.428987e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 189711 members 
Entering Unmasked Estep 
Score: -24289876.000000 Penalty: 6059.947266
	Iteration 305Q: 3 clusters Score -2.428988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 189744 members 
Entering Unmasked Estep 
Score: -24289888.000000 Penalty: 6059.947266
	Iteration 306Q: 3 clusters Score -2.428989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 189774 members 
Entering Unmasked Estep 
Score: -24289892.000000 Penalty: 6059.947266
	Iteration 307Q: 3 clusters Score -2.428989e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 189800 members 
Entering Unmasked Estep 
Score: -24289898.000000 Penalty: 6059.947266
	Iteration 308Q: 3 clusters Score -2.42899e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 189833 members 
Entering Unmasked Estep 
Score: -24289910.000000 Penalty: 6059.947266
	Iteration 309Q: 3 clusters Score -2.428991e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 189857 members 
Entering Unmasked Estep 
Score: -24289928.000000 Penalty: 6059.947266
	Iteration 310Q: 3 clusters Score -2.428993e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 189871 members 
Entering Unmasked Estep 
Score: -24289922.000000 Penalty: 6059.947266
	Iteration 311Q: 3 clusters Score -2.428992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 189883 members 
Entering Unmasked Estep 
Score: -24289918.000000 Penalty: 6059.947266
	Iteration 312Q: 3 clusters Score -2.428992e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12437 members 
Mstep: Class 2 contains 189889 members 
Entering Unmasked Estep 
Score: -24289918.000000 Penalty: 6059.947266
	Iteration 313Q: 3 clusters Score -2.428992e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 189901 members 
Entering Unmasked Estep 
Score: -24289932.000000 Penalty: 6059.947266
	Iteration 314Q: 3 clusters Score -2.428993e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 189908 members 
Entering Unmasked Estep 
Score: -24289922.000000 Penalty: 6059.947266
	Iteration 315Q: 3 clusters Score -2.428992e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 189913 members 
Entering Unmasked Estep 
Score: -24289916.000000 Penalty: 6059.947266
	Iteration 316Q: 3 clusters Score -2.428992e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12410 members 
Mstep: Class 2 contains 189916 members 
Entering Unmasked Estep 
Score: -24289914.000000 Penalty: 6059.947266
	Iteration 317Q: 3 clusters Score -2.428991e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 189919 members 
Entering Unmasked Estep 
Score: -24289926.000000 Penalty: 6059.947266
	Iteration 318Q: 3 clusters Score -2.428993e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 189923 members 
Entering Unmasked Estep 
Score: -24289928.000000 Penalty: 6059.947266
	Iteration 319Q: 3 clusters Score -2.428993e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 189924 members 
Entering Unmasked Estep 
Score: -24289942.000000 Penalty: 6059.947266
	Iteration 320F: 3 clusters Score -2.428994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 189925 members 
Entering Unmasked Estep 
Score: -24289936.000000 Penalty: 6059.947266
	Iteration 321Q: 3 clusters Score -2.428994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -24289936.000000 Penalty: 6059.947266
	Iteration 322Q: 3 clusters Score -2.428994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -24289936.000000 Penalty: 6059.947266
	Iteration 323F: 3 clusters Score -2.428994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Entering Unmasked Estep 
Score: -309205.875000 Penalty: 1964.540771
	Iteration 0F: 2 clusters Score -309205.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -306103.687500 Penalty: 3929.081543
	Iteration 0F: 3 clusters Score -306103.7 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -306712.781250 Penalty: 3929.081543
	Iteration 1F: 3 clusters Score -306712.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -306846.062500 Penalty: 3929.081543
	Iteration 2F: 3 clusters Score -306846.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -306920.281250 Penalty: 3929.081543
	Iteration 3Q: 3 clusters Score -306920.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -306976.906250 Penalty: 3929.081543
	Iteration 4Q: 3 clusters Score -306976.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -307013.500000 Penalty: 3929.081543
	Iteration 5Q: 3 clusters Score -307013.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -307055.343750 Penalty: 3929.081543
	Iteration 6Q: 3 clusters Score -307055.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -307094.250000 Penalty: 3929.081543
	Iteration 7Q: 3 clusters Score -307094.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -307137.906250 Penalty: 3929.081543
	Iteration 8Q: 3 clusters Score -307137.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -307179.156250 Penalty: 3929.081543
	Iteration 9Q: 3 clusters Score -307179.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -307197.156250 Penalty: 3929.081543
	Iteration 10Q: 3 clusters Score -307197.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -307210.718750 Penalty: 3929.081543
	Iteration 11Q: 3 clusters Score -307210.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -307225.750000 Penalty: 3929.081543
	Iteration 12Q: 3 clusters Score -307225.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -307240.093750 Penalty: 3929.081543
	Iteration 13Q: 3 clusters Score -307240.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -307251.656250 Penalty: 3929.081543
	Iteration 14Q: 3 clusters Score -307251.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -307267.687500 Penalty: 3929.081543
	Iteration 15Q: 3 clusters Score -307267.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -307280.937500 Penalty: 3929.081543
	Iteration 16Q: 3 clusters Score -307280.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -307298.218750 Penalty: 3929.081543
	Iteration 17Q: 3 clusters Score -307298.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -307317.062500 Penalty: 3929.081543
	Iteration 18Q: 3 clusters Score -307317.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -307337.093750 Penalty: 3929.081543
	Iteration 19Q: 3 clusters Score -307337.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -307357.687500 Penalty: 3929.081543
	Iteration 20F: 3 clusters Score -307357.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -307374.062500 Penalty: 3929.081543
	Iteration 21Q: 3 clusters Score -307374.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -307388.843750 Penalty: 3929.081543
	Iteration 22Q: 3 clusters Score -307388.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -307396.843750 Penalty: 3929.081543
	Iteration 23Q: 3 clusters Score -307396.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -307405.531250 Penalty: 3929.081543
	Iteration 24Q: 3 clusters Score -307405.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -307413.156250 Penalty: 3929.081543
	Iteration 25Q: 3 clusters Score -307413.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -307419.812500 Penalty: 3929.081543
	Iteration 26Q: 3 clusters Score -307419.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -307425.687500 Penalty: 3929.081543
	Iteration 27Q: 3 clusters Score -307425.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -307431.593750 Penalty: 3929.081543
	Iteration 28Q: 3 clusters Score -307431.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -307437.000000 Penalty: 3929.081543
	Iteration 29Q: 3 clusters Score -307437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -307445.375000 Penalty: 3929.081543
	Iteration 30Q: 3 clusters Score -307445.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -307454.875000 Penalty: 3929.081543
	Iteration 31Q: 3 clusters Score -307454.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -307465.062500 Penalty: 3929.081543
	Iteration 32Q: 3 clusters Score -307465.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -307469.937500 Penalty: 3929.081543
	Iteration 33Q: 3 clusters Score -307469.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -307471.906250 Penalty: 3929.081543
	Iteration 34Q: 3 clusters Score -307471.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307474.031250 Penalty: 3929.081543
	Iteration 35Q: 3 clusters Score -307474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -307474.031250 Penalty: 3929.081543
	Iteration 36F: 3 clusters Score -307474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Entering Unmasked Estep 
Score: -33686.574219 Penalty: 1452.057861
	Iteration 0F: 2 clusters Score -33686.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -32389.326172 Penalty: 2904.115723
	Iteration 0F: 3 clusters Score -32389.33 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32563.720703 Penalty: 2904.115723
	Iteration 1F: 3 clusters Score -32563.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -32636.677734 Penalty: 2904.115723
	Iteration 2F: 3 clusters Score -32636.68 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -32663.138672 Penalty: 2904.115723
	Iteration 3Q: 3 clusters Score -32663.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -32673.574219 Penalty: 2904.115723
	Iteration 4Q: 3 clusters Score -32673.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32678.009766 Penalty: 2904.115723
	Iteration 5Q: 3 clusters Score -32678.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32685.640625 Penalty: 2904.115723
	Iteration 6Q: 3 clusters Score -32685.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -32685.640625 Penalty: 2904.115723
	Iteration 7F: 3 clusters Score -32685.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Entering Unmasked Estep 
Score: -468074.625000 Penalty: 2062.017822
	Iteration 0F: 2 clusters Score -468074.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -464138.000000 Penalty: 4124.035645
	Iteration 0F: 3 clusters Score -464138 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -465038.625000 Penalty: 4124.035645
	Iteration 1F: 3 clusters Score -465038.6 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -465238.437500 Penalty: 4124.035645
	Iteration 2F: 3 clusters Score -465238.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -465421.312500 Penalty: 4124.035645
	Iteration 3Q: 3 clusters Score -465421.3 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -465608.468750 Penalty: 4124.035645
	Iteration 4Q: 3 clusters Score -465608.5 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -465822.343750 Penalty: 4124.035645
	Iteration 5Q: 3 clusters Score -465822.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -466033.062500 Penalty: 4124.035645
	Iteration 6F: 3 clusters Score -466033.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -466199.812500 Penalty: 4124.035645
	Iteration 7F: 3 clusters Score -466199.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -466352.843750 Penalty: 4124.035645
	Iteration 8Q: 3 clusters Score -466352.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -466484.812500 Penalty: 4124.035645
	Iteration 9Q: 3 clusters Score -466484.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -466591.718750 Penalty: 4124.035645
	Iteration 10Q: 3 clusters Score -466591.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -466668.281250 Penalty: 4124.035645
	Iteration 11Q: 3 clusters Score -466668.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -466724.875000 Penalty: 4124.035645
	Iteration 12Q: 3 clusters Score -466724.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -466768.437500 Penalty: 4124.035645
	Iteration 13Q: 3 clusters Score -466768.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -466796.562500 Penalty: 4124.035645
	Iteration 14Q: 3 clusters Score -466796.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -466817.062500 Penalty: 4124.035645
	Iteration 15Q: 3 clusters Score -466817.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -466831.843750 Penalty: 4124.035645
	Iteration 16Q: 3 clusters Score -466831.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -466845.156250 Penalty: 4124.035645
	Iteration 17Q: 3 clusters Score -466845.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -466856.468750 Penalty: 4124.035645
	Iteration 18Q: 3 clusters Score -466856.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -466870.906250 Penalty: 4124.035645
	Iteration 19Q: 3 clusters Score -466870.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -466879.781250 Penalty: 4124.035645
	Iteration 20F: 3 clusters Score -466879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -466884.500000 Penalty: 4124.035645
	Iteration 21Q: 3 clusters Score -466884.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -466893.718750 Penalty: 4124.035645
	Iteration 22Q: 3 clusters Score -466893.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -466896.406250 Penalty: 4124.035645
	Iteration 23Q: 3 clusters Score -466896.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -466896.875000 Penalty: 4124.035645
	Iteration 24Q: 3 clusters Score -466896.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -466899.062500 Penalty: 4124.035645
	Iteration 25Q: 3 clusters Score -466899.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -466900.093750 Penalty: 4124.035645
	Iteration 26Q: 3 clusters Score -466900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -466901.500000 Penalty: 4124.035645
	Iteration 27Q: 3 clusters Score -466901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -466903.562500 Penalty: 4124.035645
	Iteration 28Q: 3 clusters Score -466903.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -466905.750000 Penalty: 4124.035645
	Iteration 29Q: 3 clusters Score -466905.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -466908.156250 Penalty: 4124.035645
	Iteration 30Q: 3 clusters Score -466908.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -466907.718750 Penalty: 4124.035645
	Iteration 31Q: 3 clusters Score -466907.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -466907.718750 Penalty: 4124.035645
	Iteration 32F: 3 clusters Score -466907.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161270 members 
Entering Unmasked Estep 
Score: -19454348.000000 Penalty: 2973.727051
	Iteration 0F: 2 clusters Score -1.945435e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80680 members 
Mstep: Class 2 contains 80590 members 
Entering Unmasked Estep 
Score: -19348620.000000 Penalty: 5947.454102
	Iteration 0F: 3 clusters Score -1.934862e+07 nChanged 77008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79364 members 
Mstep: Class 2 contains 81906 members 
Entering Unmasked Estep 
Score: -19393386.000000 Penalty: 5947.454102
	Iteration 1F: 3 clusters Score -1.939339e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78553 members 
Mstep: Class 2 contains 82717 members 
Entering Unmasked Estep 
Score: -19394516.000000 Penalty: 5947.454102
	Iteration 2Q: 3 clusters Score -1.939452e+07 nChanged 4843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77336 members 
Mstep: Class 2 contains 83934 members 
Entering Unmasked Estep 
Score: -19395568.000000 Penalty: 5947.454102
	Iteration 3Q: 3 clusters Score -1.939557e+07 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75641 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -19396894.000000 Penalty: 5947.454102
	Iteration 4Q: 3 clusters Score -1.939689e+07 nChanged 6058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73193 members 
Mstep: Class 2 contains 88077 members 
Entering Unmasked Estep 
Score: -19398828.000000 Penalty: 5947.454102
	Iteration 5Q: 3 clusters Score -1.939883e+07 nChanged 6848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69921 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -19401378.000000 Penalty: 5947.454102
	Iteration 6Q: 3 clusters Score -1.940138e+07 nChanged 8039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 95592 members 
Entering Unmasked Estep 
Score: -19405228.000000 Penalty: 5947.454102
	Iteration 7Q: 3 clusters Score -1.940523e+07 nChanged 9278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60478 members 
Mstep: Class 2 contains 100792 members 
Entering Unmasked Estep 
Score: -19410890.000000 Penalty: 5947.454102
	Iteration 8F: 3 clusters Score -1.941089e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54867 members 
Mstep: Class 2 contains 106403 members 
Entering Unmasked Estep 
Score: -19419146.000000 Penalty: 5947.454102
	Iteration 9F: 3 clusters Score -1.941915e+07 nChanged 10278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50093 members 
Mstep: Class 2 contains 111177 members 
Entering Unmasked Estep 
Score: -19429362.000000 Penalty: 5947.454102
	Iteration 10F: 3 clusters Score -1.942936e+07 nChanged 8978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Mstep: Class 2 contains 113865 members 
Entering Unmasked Estep 
Score: -19437342.000000 Penalty: 5947.454102
	Iteration 11F: 3 clusters Score -1.943734e+07 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46108 members 
Mstep: Class 2 contains 115162 members 
Entering Unmasked Estep 
Score: -19442080.000000 Penalty: 5947.454102
	Iteration 12Q: 3 clusters Score -1.944208e+07 nChanged 4378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45118 members 
Mstep: Class 2 contains 116152 members 
Entering Unmasked Estep 
Score: -19445104.000000 Penalty: 5947.454102
	Iteration 13Q: 3 clusters Score -1.94451e+07 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 116957 members 
Entering Unmasked Estep 
Score: -19447608.000000 Penalty: 5947.454102
	Iteration 14Q: 3 clusters Score -1.944761e+07 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 117563 members 
Entering Unmasked Estep 
Score: -19449770.000000 Penalty: 5947.454102
	Iteration 15Q: 3 clusters Score -1.944977e+07 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43366 members 
Mstep: Class 2 contains 117904 members 
Entering Unmasked Estep 
Score: -19451050.000000 Penalty: 5947.454102
	Iteration 16Q: 3 clusters Score -1.945105e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43170 members 
Mstep: Class 2 contains 118100 members 
Entering Unmasked Estep 
Score: -19451896.000000 Penalty: 5947.454102
	Iteration 17Q: 3 clusters Score -1.94519e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42959 members 
Mstep: Class 2 contains 118311 members 
Entering Unmasked Estep 
Score: -19452360.000000 Penalty: 5947.454102
	Iteration 18Q: 3 clusters Score -1.945236e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 118532 members 
Entering Unmasked Estep 
Score: -19452508.000000 Penalty: 5947.454102
	Iteration 19Q: 3 clusters Score -1.945251e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42519 members 
Mstep: Class 2 contains 118751 members 
Entering Unmasked Estep 
Score: -19452616.000000 Penalty: 5947.454102
	Iteration 20F: 3 clusters Score -1.945262e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 118932 members 
Entering Unmasked Estep 
Score: -19452698.000000 Penalty: 5947.454102
	Iteration 21Q: 3 clusters Score -1.94527e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 119082 members 
Entering Unmasked Estep 
Score: -19452704.000000 Penalty: 5947.454102
	Iteration 22Q: 3 clusters Score -1.94527e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 119226 members 
Entering Unmasked Estep 
Score: -19452700.000000 Penalty: 5947.454102
	Iteration 23Q: 3 clusters Score -1.94527e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 119344 members 
Entering Unmasked Estep 
Score: -19452710.000000 Penalty: 5947.454102
	Iteration 24Q: 3 clusters Score -1.945271e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41822 members 
Mstep: Class 2 contains 119448 members 
Entering Unmasked Estep 
Score: -19452712.000000 Penalty: 5947.454102
	Iteration 25Q: 3 clusters Score -1.945271e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 119525 members 
Entering Unmasked Estep 
Score: -19452724.000000 Penalty: 5947.454102
	Iteration 26Q: 3 clusters Score -1.945272e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41675 members 
Mstep: Class 2 contains 119595 members 
Entering Unmasked Estep 
Score: -19452734.000000 Penalty: 5947.454102
	Iteration 27Q: 3 clusters Score -1.945273e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 119668 members 
Entering Unmasked Estep 
Score: -19452730.000000 Penalty: 5947.454102
	Iteration 28Q: 3 clusters Score -1.945273e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 119723 members 
Entering Unmasked Estep 
Score: -19452706.000000 Penalty: 5947.454102
	Iteration 29Q: 3 clusters Score -1.945271e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 119785 members 
Entering Unmasked Estep 
Score: -19452728.000000 Penalty: 5947.454102
	Iteration 30Q: 3 clusters Score -1.945273e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 119837 members 
Entering Unmasked Estep 
Score: -19452702.000000 Penalty: 5947.454102
	Iteration 31Q: 3 clusters Score -1.94527e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 119898 members 
Entering Unmasked Estep 
Score: -19452710.000000 Penalty: 5947.454102
	Iteration 32Q: 3 clusters Score -1.945271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Mstep: Class 2 contains 119955 members 
Entering Unmasked Estep 
Score: -19452694.000000 Penalty: 5947.454102
	Iteration 33Q: 3 clusters Score -1.945269e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41260 members 
Mstep: Class 2 contains 120010 members 
Entering Unmasked Estep 
Score: -19452714.000000 Penalty: 5947.454102
	Iteration 34Q: 3 clusters Score -1.945271e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41203 members 
Mstep: Class 2 contains 120067 members 
Entering Unmasked Estep 
Score: -19452688.000000 Penalty: 5947.454102
	Iteration 35Q: 3 clusters Score -1.945269e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41131 members 
Mstep: Class 2 contains 120139 members 
Entering Unmasked Estep 
Score: -19452688.000000 Penalty: 5947.454102
	Iteration 36Q: 3 clusters Score -1.945269e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 120197 members 
Entering Unmasked Estep 
Score: -19452666.000000 Penalty: 5947.454102
	Iteration 37Q: 3 clusters Score -1.945267e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41005 members 
Mstep: Class 2 contains 120265 members 
Entering Unmasked Estep 
Score: -19452668.000000 Penalty: 5947.454102
	Iteration 38Q: 3 clusters Score -1.945267e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 120324 members 
Entering Unmasked Estep 
Score: -19452686.000000 Penalty: 5947.454102
	Iteration 39Q: 3 clusters Score -1.945269e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 120365 members 
Entering Unmasked Estep 
Score: -19452682.000000 Penalty: 5947.454102
	Iteration 40F: 3 clusters Score -1.945268e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40865 members 
Mstep: Class 2 contains 120405 members 
Entering Unmasked Estep 
Score: -19452668.000000 Penalty: 5947.454102
	Iteration 41Q: 3 clusters Score -1.945267e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 120445 members 
Entering Unmasked Estep 
Score: -19452666.000000 Penalty: 5947.454102
	Iteration 42Q: 3 clusters Score -1.945267e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 120483 members 
Entering Unmasked Estep 
Score: -19452644.000000 Penalty: 5947.454102
	Iteration 43Q: 3 clusters Score -1.945264e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 120522 members 
Entering Unmasked Estep 
Score: -19452656.000000 Penalty: 5947.454102
	Iteration 44Q: 3 clusters Score -1.945266e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40711 members 
Mstep: Class 2 contains 120559 members 
Entering Unmasked Estep 
Score: -19452662.000000 Penalty: 5947.454102
	Iteration 45Q: 3 clusters Score -1.945266e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 120599 members 
Entering Unmasked Estep 
Score: -19452660.000000 Penalty: 5947.454102
	Iteration 46Q: 3 clusters Score -1.945266e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40636 members 
Mstep: Class 2 contains 120634 members 
Entering Unmasked Estep 
Score: -19452702.000000 Penalty: 5947.454102
	Iteration 47Q: 3 clusters Score -1.94527e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 120677 members 
Entering Unmasked Estep 
Score: -19452694.000000 Penalty: 5947.454102
	Iteration 48Q: 3 clusters Score -1.945269e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 120726 members 
Entering Unmasked Estep 
Score: -19452706.000000 Penalty: 5947.454102
	Iteration 49Q: 3 clusters Score -1.945271e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 120780 members 
Entering Unmasked Estep 
Score: -19452702.000000 Penalty: 5947.454102
	Iteration 50Q: 3 clusters Score -1.94527e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 120826 members 
Entering Unmasked Estep 
Score: -19452720.000000 Penalty: 5947.454102
	Iteration 51Q: 3 clusters Score -1.945272e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 120869 members 
Entering Unmasked Estep 
Score: -19452720.000000 Penalty: 5947.454102
	Iteration 52Q: 3 clusters Score -1.945272e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 120909 members 
Entering Unmasked Estep 
Score: -19452698.000000 Penalty: 5947.454102
	Iteration 53Q: 3 clusters Score -1.94527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 120951 members 
Entering Unmasked Estep 
Score: -19452708.000000 Penalty: 5947.454102
	Iteration 54Q: 3 clusters Score -1.945271e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 120982 members 
Entering Unmasked Estep 
Score: -19452698.000000 Penalty: 5947.454102
	Iteration 55Q: 3 clusters Score -1.94527e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 121009 members 
Entering Unmasked Estep 
Score: -19452690.000000 Penalty: 5947.454102
	Iteration 56Q: 3 clusters Score -1.945269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 121046 members 
Entering Unmasked Estep 
Score: -19452712.000000 Penalty: 5947.454102
	Iteration 57Q: 3 clusters Score -1.945271e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 121079 members 
Entering Unmasked Estep 
Score: -19452686.000000 Penalty: 5947.454102
	Iteration 58Q: 3 clusters Score -1.945269e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 121109 members 
Entering Unmasked Estep 
Score: -19452702.000000 Penalty: 5947.454102
	Iteration 59Q: 3 clusters Score -1.94527e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 121137 members 
Entering Unmasked Estep 
Score: -19452736.000000 Penalty: 5947.454102
	Iteration 60F: 3 clusters Score -1.945274e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40104 members 
Mstep: Class 2 contains 121166 members 
Entering Unmasked Estep 
Score: -19452736.000000 Penalty: 5947.454102
	Iteration 61Q: 3 clusters Score -1.945274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 121196 members 
Entering Unmasked Estep 
Score: -19452730.000000 Penalty: 5947.454102
	Iteration 62Q: 3 clusters Score -1.945273e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 121227 members 
Entering Unmasked Estep 
Score: -19452722.000000 Penalty: 5947.454102
	Iteration 63Q: 3 clusters Score -1.945272e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 121268 members 
Entering Unmasked Estep 
Score: -19452728.000000 Penalty: 5947.454102
	Iteration 64Q: 3 clusters Score -1.945273e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39955 members 
Mstep: Class 2 contains 121315 members 
Entering Unmasked Estep 
Score: -19452728.000000 Penalty: 5947.454102
	Iteration 65Q: 3 clusters Score -1.945273e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39917 members 
Mstep: Class 2 contains 121353 members 
Entering Unmasked Estep 
Score: -19452704.000000 Penalty: 5947.454102
	Iteration 66Q: 3 clusters Score -1.94527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 121380 members 
Entering Unmasked Estep 
Score: -19452718.000000 Penalty: 5947.454102
	Iteration 67Q: 3 clusters Score -1.945272e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 121407 members 
Entering Unmasked Estep 
Score: -19452732.000000 Penalty: 5947.454102
	Iteration 68Q: 3 clusters Score -1.945273e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39838 members 
Mstep: Class 2 contains 121432 members 
Entering Unmasked Estep 
Score: -19452736.000000 Penalty: 5947.454102
	Iteration 69Q: 3 clusters Score -1.945274e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 121452 members 
Entering Unmasked Estep 
Score: -19452760.000000 Penalty: 5947.454102
	Iteration 70Q: 3 clusters Score -1.945276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39794 members 
Mstep: Class 2 contains 121476 members 
Entering Unmasked Estep 
Score: -19452744.000000 Penalty: 5947.454102
	Iteration 71Q: 3 clusters Score -1.945274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 121502 members 
Entering Unmasked Estep 
Score: -19452712.000000 Penalty: 5947.454102
	Iteration 72Q: 3 clusters Score -1.945271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39738 members 
Mstep: Class 2 contains 121532 members 
Entering Unmasked Estep 
Score: -19452716.000000 Penalty: 5947.454102
	Iteration 73Q: 3 clusters Score -1.945272e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 121569 members 
Entering Unmasked Estep 
Score: -19452742.000000 Penalty: 5947.454102
	Iteration 74Q: 3 clusters Score -1.945274e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 121606 members 
Entering Unmasked Estep 
Score: -19452722.000000 Penalty: 5947.454102
	Iteration 75Q: 3 clusters Score -1.945272e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 121652 members 
Entering Unmasked Estep 
Score: -19452736.000000 Penalty: 5947.454102
	Iteration 76Q: 3 clusters Score -1.945274e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 121712 members 
Entering Unmasked Estep 
Score: -19452710.000000 Penalty: 5947.454102
	Iteration 77Q: 3 clusters Score -1.945271e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 121769 members 
Entering Unmasked Estep 
Score: -19452728.000000 Penalty: 5947.454102
	Iteration 78Q: 3 clusters Score -1.945273e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 121827 members 
Entering Unmasked Estep 
Score: -19452710.000000 Penalty: 5947.454102
	Iteration 79Q: 3 clusters Score -1.945271e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 121889 members 
Entering Unmasked Estep 
Score: -19452722.000000 Penalty: 5947.454102
	Iteration 80F: 3 clusters Score -1.945272e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39312 members 
Mstep: Class 2 contains 121958 members 
Entering Unmasked Estep 
Score: -19452736.000000 Penalty: 5947.454102
	Iteration 81Q: 3 clusters Score -1.945274e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 122023 members 
Entering Unmasked Estep 
Score: -19452732.000000 Penalty: 5947.454102
	Iteration 82Q: 3 clusters Score -1.945273e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39183 members 
Mstep: Class 2 contains 122087 members 
Entering Unmasked Estep 
Score: -19452760.000000 Penalty: 5947.454102
	Iteration 83Q: 3 clusters Score -1.945276e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 122148 members 
Entering Unmasked Estep 
Score: -19452750.000000 Penalty: 5947.454102
	Iteration 84Q: 3 clusters Score -1.945275e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 122200 members 
Entering Unmasked Estep 
Score: -19452764.000000 Penalty: 5947.454102
	Iteration 85Q: 3 clusters Score -1.945276e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39012 members 
Mstep: Class 2 contains 122258 members 
Entering Unmasked Estep 
Score: -19452764.000000 Penalty: 5947.454102
	Iteration 86Q: 3 clusters Score -1.945276e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38944 members 
Mstep: Class 2 contains 122326 members 
Entering Unmasked Estep 
Score: -19452772.000000 Penalty: 5947.454102
	Iteration 87Q: 3 clusters Score -1.945277e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 122390 members 
Entering Unmasked Estep 
Score: -19452772.000000 Penalty: 5947.454102
	Iteration 88Q: 3 clusters Score -1.945277e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 122446 members 
Entering Unmasked Estep 
Score: -19452762.000000 Penalty: 5947.454102
	Iteration 89Q: 3 clusters Score -1.945276e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38773 members 
Mstep: Class 2 contains 122497 members 
Entering Unmasked Estep 
Score: -19452776.000000 Penalty: 5947.454102
	Iteration 90Q: 3 clusters Score -1.945278e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38738 members 
Mstep: Class 2 contains 122532 members 
Entering Unmasked Estep 
Score: -19452756.000000 Penalty: 5947.454102
	Iteration 91Q: 3 clusters Score -1.945276e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 122586 members 
Entering Unmasked Estep 
Score: -19452792.000000 Penalty: 5947.454102
	Iteration 92Q: 3 clusters Score -1.945279e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 122640 members 
Entering Unmasked Estep 
Score: -19452796.000000 Penalty: 5947.454102
	Iteration 93Q: 3 clusters Score -1.94528e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 122696 members 
Entering Unmasked Estep 
Score: -19452798.000000 Penalty: 5947.454102
	Iteration 94Q: 3 clusters Score -1.94528e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38524 members 
Mstep: Class 2 contains 122746 members 
Entering Unmasked Estep 
Score: -19452788.000000 Penalty: 5947.454102
	Iteration 95Q: 3 clusters Score -1.945279e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38475 members 
Mstep: Class 2 contains 122795 members 
Entering Unmasked Estep 
Score: -19452780.000000 Penalty: 5947.454102
	Iteration 96Q: 3 clusters Score -1.945278e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38428 members 
Mstep: Class 2 contains 122842 members 
Entering Unmasked Estep 
Score: -19452756.000000 Penalty: 5947.454102
	Iteration 97Q: 3 clusters Score -1.945276e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38391 members 
Mstep: Class 2 contains 122879 members 
Entering Unmasked Estep 
Score: -19452762.000000 Penalty: 5947.454102
	Iteration 98Q: 3 clusters Score -1.945276e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38356 members 
Mstep: Class 2 contains 122914 members 
Entering Unmasked Estep 
Score: -19452788.000000 Penalty: 5947.454102
	Iteration 99Q: 3 clusters Score -1.945279e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 122952 members 
Entering Unmasked Estep 
Score: -19452792.000000 Penalty: 5947.454102
	Iteration 100F: 3 clusters Score -1.945279e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 122983 members 
Entering Unmasked Estep 
Score: -19452792.000000 Penalty: 5947.454102
	Iteration 101Q: 3 clusters Score -1.945279e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 123017 members 
Entering Unmasked Estep 
Score: -19452798.000000 Penalty: 5947.454102
	Iteration 102Q: 3 clusters Score -1.94528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38227 members 
Mstep: Class 2 contains 123043 members 
Entering Unmasked Estep 
Score: -19452820.000000 Penalty: 5947.454102
	Iteration 103Q: 3 clusters Score -1.945282e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38206 members 
Mstep: Class 2 contains 123064 members 
Entering Unmasked Estep 
Score: -19452788.000000 Penalty: 5947.454102
	Iteration 104Q: 3 clusters Score -1.945279e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 123093 members 
Entering Unmasked Estep 
Score: -19452792.000000 Penalty: 5947.454102
	Iteration 105Q: 3 clusters Score -1.945279e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 123118 members 
Entering Unmasked Estep 
Score: -19452802.000000 Penalty: 5947.454102
	Iteration 106Q: 3 clusters Score -1.94528e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38141 members 
Mstep: Class 2 contains 123129 members 
Entering Unmasked Estep 
Score: -19452802.000000 Penalty: 5947.454102
	Iteration 107Q: 3 clusters Score -1.94528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38129 members 
Mstep: Class 2 contains 123141 members 
Entering Unmasked Estep 
Score: -19452798.000000 Penalty: 5947.454102
	Iteration 108Q: 3 clusters Score -1.94528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 123154 members 
Entering Unmasked Estep 
Score: -19452786.000000 Penalty: 5947.454102
	Iteration 109Q: 3 clusters Score -1.945279e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38106 members 
Mstep: Class 2 contains 123164 members 
Entering Unmasked Estep 
Score: -19452808.000000 Penalty: 5947.454102
	Iteration 110Q: 3 clusters Score -1.945281e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38096 members 
Mstep: Class 2 contains 123174 members 
Entering Unmasked Estep 
Score: -19452808.000000 Penalty: 5947.454102
	Iteration 111Q: 3 clusters Score -1.945281e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38083 members 
Mstep: Class 2 contains 123187 members 
Entering Unmasked Estep 
Score: -19452818.000000 Penalty: 5947.454102
	Iteration 112Q: 3 clusters Score -1.945282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 123195 members 
Entering Unmasked Estep 
Score: -19452824.000000 Penalty: 5947.454102
	Iteration 113Q: 3 clusters Score -1.945282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38060 members 
Mstep: Class 2 contains 123210 members 
Entering Unmasked Estep 
Score: -19452830.000000 Penalty: 5947.454102
	Iteration 114Q: 3 clusters Score -1.945283e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38046 members 
Mstep: Class 2 contains 123224 members 
Entering Unmasked Estep 
Score: -19452846.000000 Penalty: 5947.454102
	Iteration 115Q: 3 clusters Score -1.945285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38036 members 
Mstep: Class 2 contains 123234 members 
Entering Unmasked Estep 
Score: -19452834.000000 Penalty: 5947.454102
	Iteration 116Q: 3 clusters Score -1.945283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38028 members 
Mstep: Class 2 contains 123242 members 
Entering Unmasked Estep 
Score: -19452820.000000 Penalty: 5947.454102
	Iteration 117Q: 3 clusters Score -1.945282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38019 members 
Mstep: Class 2 contains 123251 members 
Entering Unmasked Estep 
Score: -19452832.000000 Penalty: 5947.454102
	Iteration 118Q: 3 clusters Score -1.945283e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38006 members 
Mstep: Class 2 contains 123264 members 
Entering Unmasked Estep 
Score: -19452836.000000 Penalty: 5947.454102
	Iteration 119Q: 3 clusters Score -1.945284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37993 members 
Mstep: Class 2 contains 123277 members 
Entering Unmasked Estep 
Score: -19452838.000000 Penalty: 5947.454102
	Iteration 120F: 3 clusters Score -1.945284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 123290 members 
Entering Unmasked Estep 
Score: -19452826.000000 Penalty: 5947.454102
	Iteration 121Q: 3 clusters Score -1.945283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 123297 members 
Entering Unmasked Estep 
Score: -19452812.000000 Penalty: 5947.454102
	Iteration 122Q: 3 clusters Score -1.945281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37969 members 
Mstep: Class 2 contains 123301 members 
Entering Unmasked Estep 
Score: -19452822.000000 Penalty: 5947.454102
	Iteration 123Q: 3 clusters Score -1.945282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 123307 members 
Entering Unmasked Estep 
Score: -19452824.000000 Penalty: 5947.454102
	Iteration 124Q: 3 clusters Score -1.945282e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37959 members 
Mstep: Class 2 contains 123311 members 
Entering Unmasked Estep 
Score: -19452832.000000 Penalty: 5947.454102
	Iteration 125Q: 3 clusters Score -1.945283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37954 members 
Mstep: Class 2 contains 123316 members 
Entering Unmasked Estep 
Score: -19452834.000000 Penalty: 5947.454102
	Iteration 126Q: 3 clusters Score -1.945283e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 123320 members 
Entering Unmasked Estep 
Score: -19452836.000000 Penalty: 5947.454102
	Iteration 127Q: 3 clusters Score -1.945284e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
Score: -19452840.000000 Penalty: 5947.454102
	Iteration 128Q: 3 clusters Score -1.945284e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37948 members 
Mstep: Class 2 contains 123322 members 
Entering Unmasked Estep 
Score: -19452840.000000 Penalty: 5947.454102
	Iteration 129F: 3 clusters Score -1.945284e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24972 members 
Entering Unmasked Estep 
Score: -3074503.750000 Penalty: 2511.126465
	Iteration 0F: 2 clusters Score -3074504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -3057259.750000 Penalty: 5022.252930
	Iteration 0F: 3 clusters Score -3057260 nChanged 11007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3062934.500000 Penalty: 5022.252930
	Iteration 1F: 3 clusters Score -3062934 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3063266.250000 Penalty: 5022.252930
	Iteration 2Q: 3 clusters Score -3063266 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -3063558.750000 Penalty: 5022.252930
	Iteration 3Q: 3 clusters Score -3063559 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -3063778.750000 Penalty: 5022.252930
	Iteration 4Q: 3 clusters Score -3063779 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 11429 members 
Entering Unmasked Estep 
Score: -3063984.500000 Penalty: 5022.252930
	Iteration 5Q: 3 clusters Score -3063984 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 11086 members 
Entering Unmasked Estep 
Score: -3064205.000000 Penalty: 5022.252930
	Iteration 6Q: 3 clusters Score -3064205 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -3064460.000000 Penalty: 5022.252930
	Iteration 7Q: 3 clusters Score -3064460 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3064761.500000 Penalty: 5022.252930
	Iteration 8Q: 3 clusters Score -3064762 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -3065153.250000 Penalty: 5022.252930
	Iteration 9Q: 3 clusters Score -3065153 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -3065711.750000 Penalty: 5022.252930
	Iteration 10Q: 3 clusters Score -3065712 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -3066503.000000 Penalty: 5022.252930
	Iteration 11Q: 3 clusters Score -3066503 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19256 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -3067528.500000 Penalty: 5022.252930
	Iteration 12F: 3 clusters Score -3067528 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3068725.500000 Penalty: 5022.252930
	Iteration 13F: 3 clusters Score -3068726 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -3069840.500000 Penalty: 5022.252930
	Iteration 14F: 3 clusters Score -3069840 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -3070740.750000 Penalty: 5022.252930
	Iteration 15Q: 3 clusters Score -3070741 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3071341.500000 Penalty: 5022.252930
	Iteration 16Q: 3 clusters Score -3071342 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -3071736.500000 Penalty: 5022.252930
	Iteration 17Q: 3 clusters Score -3071736 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -3071964.000000 Penalty: 5022.252930
	Iteration 18Q: 3 clusters Score -3071964 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3072090.500000 Penalty: 5022.252930
	Iteration 19Q: 3 clusters Score -3072090 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3072164.250000 Penalty: 5022.252930
	Iteration 20F: 3 clusters Score -3072164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -3072230.000000 Penalty: 5022.252930
	Iteration 21Q: 3 clusters Score -3072230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24529 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3072270.750000 Penalty: 5022.252930
	Iteration 22Q: 3 clusters Score -3072271 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -3072309.250000 Penalty: 5022.252930
	Iteration 23Q: 3 clusters Score -3072309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -3072333.500000 Penalty: 5022.252930
	Iteration 24Q: 3 clusters Score -3072334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -3072343.250000 Penalty: 5022.252930
	Iteration 25Q: 3 clusters Score -3072343 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -3072356.500000 Penalty: 5022.252930
	Iteration 26Q: 3 clusters Score -3072356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -3072362.000000 Penalty: 5022.252930
	Iteration 27Q: 3 clusters Score -3072362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24601 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3072366.750000 Penalty: 5022.252930
	Iteration 28Q: 3 clusters Score -3072367 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -3072370.250000 Penalty: 5022.252930
	Iteration 29Q: 3 clusters Score -3072370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24607 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -3072371.250000 Penalty: 5022.252930
	Iteration 30Q: 3 clusters Score -3072371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3072372.000000 Penalty: 5022.252930
	Iteration 31Q: 3 clusters Score -3072372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24608 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -3072372.000000 Penalty: 5022.252930
	Iteration 32F: 3 clusters Score -3072372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Entering Unmasked Estep 
Score: -6431968.500000 Penalty: 2706.409424
	Iteration 0F: 2 clusters Score -6431968 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 27508 members 
Entering Unmasked Estep 
Score: -6395134.500000 Penalty: 5412.818848
	Iteration 0F: 3 clusters Score -6395134 nChanged 25430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -6409272.000000 Penalty: 5412.818848
	Iteration 1F: 3 clusters Score -6409272 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -6409764.500000 Penalty: 5412.818848
	Iteration 2Q: 3 clusters Score -6409764 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -6410286.500000 Penalty: 5412.818848
	Iteration 3Q: 3 clusters Score -6410286 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -6410917.500000 Penalty: 5412.818848
	Iteration 4Q: 3 clusters Score -6410918 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20836 members 
Mstep: Class 2 contains 34046 members 
Entering Unmasked Estep 
Score: -6411913.000000 Penalty: 5412.818848
	Iteration 5Q: 3 clusters Score -6411913 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -6413421.500000 Penalty: 5412.818848
	Iteration 6F: 3 clusters Score -6413422 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14429 members 
Mstep: Class 2 contains 40453 members 
Entering Unmasked Estep 
Score: -6416082.000000 Penalty: 5412.818848
	Iteration 7F: 3 clusters Score -6416082 nChanged 4514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -6419994.000000 Penalty: 5412.818848
	Iteration 8F: 3 clusters Score -6419994 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 49308 members 
Entering Unmasked Estep 
Score: -6424294.500000 Penalty: 5412.818848
	Iteration 9F: 3 clusters Score -6424294 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 52357 members 
Entering Unmasked Estep 
Score: -6427369.500000 Penalty: 5412.818848
	Iteration 10F: 3 clusters Score -6427370 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -6428846.000000 Penalty: 5412.818848
	Iteration 11Q: 3 clusters Score -6428846 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 54389 members 
Entering Unmasked Estep 
Score: -6429321.500000 Penalty: 5412.818848
	Iteration 12Q: 3 clusters Score -6429322 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 54547 members 
Entering Unmasked Estep 
Score: -6429483.000000 Penalty: 5412.818848
	Iteration 13Q: 3 clusters Score -6429483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 54597 members 
Entering Unmasked Estep 
Score: -6429546.000000 Penalty: 5412.818848
	Iteration 14Q: 3 clusters Score -6429546 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 54625 members 
Entering Unmasked Estep 
Score: -6429583.000000 Penalty: 5412.818848
	Iteration 15Q: 3 clusters Score -6429583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54637 members 
Entering Unmasked Estep 
Score: -6429607.500000 Penalty: 5412.818848
	Iteration 16Q: 3 clusters Score -6429608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54643 members 
Entering Unmasked Estep 
Score: -6429622.000000 Penalty: 5412.818848
	Iteration 17Q: 3 clusters Score -6429622 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 54646 members 
Entering Unmasked Estep 
Score: -6429625.000000 Penalty: 5412.818848
	Iteration 18Q: 3 clusters Score -6429625 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54648 members 
Entering Unmasked Estep 
Score: -6429636.500000 Penalty: 5412.818848
	Iteration 19Q: 3 clusters Score -6429636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 54653 members 
Entering Unmasked Estep 
Score: -6429647.500000 Penalty: 5412.818848
	Iteration 20F: 3 clusters Score -6429648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -6429647.500000 Penalty: 5412.818848
	Iteration 21Q: 3 clusters Score -6429648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 54654 members 
Entering Unmasked Estep 
Score: -6429647.500000 Penalty: 5412.818848
	Iteration 22F: 3 clusters Score -6429648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Entering Unmasked Estep 
Score: -2228594.500000 Penalty: 2435.628906
	Iteration 0F: 2 clusters Score -2228594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2215563.500000 Penalty: 4871.257812
	Iteration 0F: 3 clusters Score -2215564 nChanged 8080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2219795.000000 Penalty: 4871.257812
	Iteration 1F: 3 clusters Score -2219795 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -2220293.250000 Penalty: 4871.257812
	Iteration 2F: 3 clusters Score -2220293 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -2220896.750000 Penalty: 4871.257812
	Iteration 3F: 3 clusters Score -2220897 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -2221750.250000 Penalty: 4871.257812
	Iteration 4F: 3 clusters Score -2221750 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2222710.500000 Penalty: 4871.257812
	Iteration 5F: 3 clusters Score -2222710 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2223833.250000 Penalty: 4871.257812
	Iteration 6F: 3 clusters Score -2223833 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2225049.000000 Penalty: 4871.257812
	Iteration 7F: 3 clusters Score -2225049 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2226165.750000 Penalty: 4871.257812
	Iteration 8F: 3 clusters Score -2226166 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2226854.250000 Penalty: 4871.257812
	Iteration 9F: 3 clusters Score -2226854 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2227178.000000 Penalty: 4871.257812
	Iteration 10Q: 3 clusters Score -2227178 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2227354.000000 Penalty: 4871.257812
	Iteration 11Q: 3 clusters Score -2227354 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2227455.000000 Penalty: 4871.257812
	Iteration 12Q: 3 clusters Score -2227455 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2227504.000000 Penalty: 4871.257812
	Iteration 13Q: 3 clusters Score -2227504 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2227523.500000 Penalty: 4871.257812
	Iteration 14Q: 3 clusters Score -2227524 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -2227554.250000 Penalty: 4871.257812
	Iteration 15Q: 3 clusters Score -2227554 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2227561.000000 Penalty: 4871.257812
	Iteration 16Q: 3 clusters Score -2227561 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2227572.750000 Penalty: 4871.257812
	Iteration 17Q: 3 clusters Score -2227573 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -2227574.500000 Penalty: 4871.257812
	Iteration 18Q: 3 clusters Score -2227574 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2227582.750000 Penalty: 4871.257812
	Iteration 19Q: 3 clusters Score -2227583 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2227588.750000 Penalty: 4871.257812
	Iteration 20F: 3 clusters Score -2227589 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -2227587.500000 Penalty: 4871.257812
	Iteration 21Q: 3 clusters Score -2227588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2227597.500000 Penalty: 4871.257812
	Iteration 22Q: 3 clusters Score -2227598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2227601.750000 Penalty: 4871.257812
	Iteration 23Q: 3 clusters Score -2227602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -2227601.250000 Penalty: 4871.257812
	Iteration 24Q: 3 clusters Score -2227601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2227606.250000 Penalty: 4871.257812
	Iteration 25Q: 3 clusters Score -2227606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -2227599.500000 Penalty: 4871.257812
	Iteration 26Q: 3 clusters Score -2227600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2227599.750000 Penalty: 4871.257812
	Iteration 27Q: 3 clusters Score -2227600 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -2227602.250000 Penalty: 4871.257812
	Iteration 28Q: 3 clusters Score -2227602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -2227602.500000 Penalty: 4871.257812
	Iteration 29Q: 3 clusters Score -2227602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2227605.500000 Penalty: 4871.257812
	Iteration 30Q: 3 clusters Score -2227606 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2227605.000000 Penalty: 4871.257812
	Iteration 31Q: 3 clusters Score -2227605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -2227603.750000 Penalty: 4871.257812
	Iteration 32Q: 3 clusters Score -2227604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2227605.500000 Penalty: 4871.257812
	Iteration 33Q: 3 clusters Score -2227606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2227605.500000 Penalty: 4871.257812
	Iteration 34F: 3 clusters Score -2227606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 194777 members 
Mstep: Class 3 contains 202326 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161270 members 
Mstep: Class 14 contains 24972 members 
Mstep: Class 20 contains 54882 members 
Mstep: Class 22 contains 18418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111656.000000 Penalty: 33322.019531
Iteration 239Q: 11 clusters Score -8.111166e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194770 members 
Mstep: Class 3 contains 202317 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 349 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161270 members 
Mstep: Class 14 contains 24971 members 
Mstep: Class 20 contains 54884 members 
Mstep: Class 22 contains 18431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111648.000000 Penalty: 33322.019531
Iteration 240F: 11 clusters Score -8.111165e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 194788 members 
Mstep: Class 3 contains 202286 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 350 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161276 members 
Mstep: Class 14 contains 24972 members 
Mstep: Class 20 contains 54885 members 
Mstep: Class 22 contains 18437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111632.000000 Penalty: 33322.019531
Iteration 241Q: 11 clusters Score -8.111163e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 194793 members 
Mstep: Class 3 contains 202270 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161296 members 
Mstep: Class 14 contains 24974 members 
Mstep: Class 20 contains 54880 members 
Mstep: Class 22 contains 18431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111608.000000 Penalty: 33322.019531
Iteration 242Q: 11 clusters Score -8.111161e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 194787 members 
Mstep: Class 3 contains 202254 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161318 members 
Mstep: Class 14 contains 24975 members 
Mstep: Class 20 contains 54881 members 
Mstep: Class 22 contains 18430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111672.000000 Penalty: 33322.019531
Iteration 243Q: 11 clusters Score -8.111167e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 194802 members 
Mstep: Class 3 contains 202229 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161336 members 
Mstep: Class 14 contains 24978 members 
Mstep: Class 20 contains 54873 members 
Mstep: Class 22 contains 18427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111528.000000 Penalty: 33322.019531
Iteration 244Q: 11 clusters Score -8.111153e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 194821 members 
Mstep: Class 3 contains 202200 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161346 members 
Mstep: Class 14 contains 24982 members 
Mstep: Class 20 contains 54869 members 
Mstep: Class 22 contains 18428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111496.000000 Penalty: 33322.019531
Iteration 245Q: 11 clusters Score -8.11115e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 194853 members 
Mstep: Class 3 contains 202165 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161347 members 
Mstep: Class 14 contains 24984 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111520.000000 Penalty: 33322.019531
Iteration 246Q: 11 clusters Score -8.111152e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 194892 members 
Mstep: Class 3 contains 202130 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161345 members 
Mstep: Class 14 contains 24983 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111512.000000 Penalty: 33322.019531
Iteration 247Q: 11 clusters Score -8.111151e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 194925 members 
Mstep: Class 3 contains 202101 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161336 members 
Mstep: Class 14 contains 24983 members 
Mstep: Class 20 contains 54862 members 
Mstep: Class 22 contains 18435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111496.000000 Penalty: 33322.019531
Iteration 248Q: 11 clusters Score -8.11115e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 194965 members 
Mstep: Class 3 contains 202059 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161335 members 
Mstep: Class 14 contains 24986 members 
Mstep: Class 20 contains 54860 members 
Mstep: Class 22 contains 18436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111464.000000 Penalty: 33322.019531
Iteration 249Q: 11 clusters Score -8.111146e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 194991 members 
Mstep: Class 3 contains 202033 members 
Mstep: Class 4 contains 2756 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161335 members 
Mstep: Class 14 contains 24984 members 
Mstep: Class 20 contains 54851 members 
Mstep: Class 22 contains 18446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111472.000000 Penalty: 33322.019531
Iteration 250Q: 11 clusters Score -8.111147e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 195009 members 
Mstep: Class 3 contains 202010 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161339 members 
Mstep: Class 14 contains 24984 members 
Mstep: Class 20 contains 54848 members 
Mstep: Class 22 contains 18450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111336.000000 Penalty: 33322.019531
Iteration 251Q: 11 clusters Score -8.111134e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 195017 members 
Mstep: Class 3 contains 202003 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161345 members 
Mstep: Class 14 contains 24980 members 
Mstep: Class 20 contains 54845 members 
Mstep: Class 22 contains 18449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111288.000000 Penalty: 33322.019531
Iteration 252Q: 11 clusters Score -8.111129e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 195031 members 
Mstep: Class 3 contains 201995 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161357 members 
Mstep: Class 14 contains 24971 members 
Mstep: Class 20 contains 54841 members 
Mstep: Class 22 contains 18445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111184.000000 Penalty: 33322.019531
Iteration 253Q: 11 clusters Score -8.111118e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 195040 members 
Mstep: Class 3 contains 201984 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161363 members 
Mstep: Class 14 contains 24966 members 
Mstep: Class 20 contains 54839 members 
Mstep: Class 22 contains 18449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111184.000000 Penalty: 33322.019531
Iteration 254Q: 11 clusters Score -8.111118e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 195038 members 
Mstep: Class 3 contains 201972 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161377 members 
Mstep: Class 14 contains 24964 members 
Mstep: Class 20 contains 54831 members 
Mstep: Class 22 contains 18458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111240.000000 Penalty: 33322.019531
Iteration 255Q: 11 clusters Score -8.111124e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 195035 members 
Mstep: Class 3 contains 201948 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161404 members 
Mstep: Class 14 contains 24964 members 
Mstep: Class 20 contains 54828 members 
Mstep: Class 22 contains 18460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111272.000000 Penalty: 33322.019531
Iteration 256Q: 11 clusters Score -8.111127e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 195041 members 
Mstep: Class 3 contains 201927 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161421 members 
Mstep: Class 14 contains 24963 members 
Mstep: Class 20 contains 54825 members 
Mstep: Class 22 contains 18460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111224.000000 Penalty: 33322.019531
Iteration 257Q: 11 clusters Score -8.111122e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 195062 members 
Mstep: Class 3 contains 201890 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161449 members 
Mstep: Class 14 contains 24956 members 
Mstep: Class 20 contains 54824 members 
Mstep: Class 22 contains 18455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111200.000000 Penalty: 33322.019531
Iteration 258Q: 11 clusters Score -8.11112e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 195066 members 
Mstep: Class 3 contains 201860 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 161472 members 
Mstep: Class 14 contains 24956 members 
Mstep: Class 20 contains 54826 members 
Mstep: Class 22 contains 18455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111296.000000 Penalty: 33322.019531
Iteration 259Q: 11 clusters Score -8.11113e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 195063 members 
Mstep: Class 3 contains 201833 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161505 members 
Mstep: Class 14 contains 24951 members 
Mstep: Class 20 contains 54828 members 
Mstep: Class 22 contains 18456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111264.000000 Penalty: 33322.019531
Iteration 260F: 11 clusters Score -8.111126e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 195067 members 
Mstep: Class 3 contains 201810 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161525 members 
Mstep: Class 14 contains 24947 members 
Mstep: Class 20 contains 54829 members 
Mstep: Class 22 contains 18457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111296.000000 Penalty: 33322.019531
Iteration 261Q: 11 clusters Score -8.11113e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 195060 members 
Mstep: Class 3 contains 201796 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161548 members 
Mstep: Class 14 contains 24941 members 
Mstep: Class 20 contains 54831 members 
Mstep: Class 22 contains 18459 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111312.000000 Penalty: 33322.019531
Iteration 262Q: 11 clusters Score -8.111131e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 195057 members 
Mstep: Class 3 contains 201776 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161574 members 
Mstep: Class 14 contains 24931 members 
Mstep: Class 20 contains 54830 members 
Mstep: Class 22 contains 18468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111152.000000 Penalty: 33322.019531
Iteration 263Q: 11 clusters Score -8.111115e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 195062 members 
Mstep: Class 3 contains 201750 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161599 members 
Mstep: Class 14 contains 24925 members 
Mstep: Class 20 contains 54828 members 
Mstep: Class 22 contains 18473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111224.000000 Penalty: 33322.019531
Iteration 264Q: 11 clusters Score -8.111122e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 195070 members 
Mstep: Class 3 contains 201736 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161600 members 
Mstep: Class 14 contains 24925 members 
Mstep: Class 20 contains 54826 members 
Mstep: Class 22 contains 18480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111176.000000 Penalty: 33322.019531
Iteration 265Q: 11 clusters Score -8.111118e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 195087 members 
Mstep: Class 3 contains 201710 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161612 members 
Mstep: Class 14 contains 24918 members 
Mstep: Class 20 contains 54826 members 
Mstep: Class 22 contains 18486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111192.000000 Penalty: 33322.019531
Iteration 266Q: 11 clusters Score -8.111119e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 195118 members 
Mstep: Class 3 contains 201673 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161615 members 
Mstep: Class 14 contains 24920 members 
Mstep: Class 20 contains 54824 members 
Mstep: Class 22 contains 18490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111176.000000 Penalty: 33322.019531
Iteration 267Q: 11 clusters Score -8.111118e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 195132 members 
Mstep: Class 3 contains 201659 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161623 members 
Mstep: Class 14 contains 24915 members 
Mstep: Class 20 contains 54817 members 
Mstep: Class 22 contains 18496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111248.000000 Penalty: 33322.019531
Iteration 268Q: 11 clusters Score -8.111125e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 195145 members 
Mstep: Class 3 contains 201647 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161624 members 
Mstep: Class 14 contains 24916 members 
Mstep: Class 20 contains 54812 members 
Mstep: Class 22 contains 18502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111264.000000 Penalty: 33322.019531
Iteration 269Q: 11 clusters Score -8.111126e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 195152 members 
Mstep: Class 3 contains 201633 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161625 members 
Mstep: Class 14 contains 24918 members 
Mstep: Class 20 contains 54810 members 
Mstep: Class 22 contains 18509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111240.000000 Penalty: 33322.019531
Iteration 270Q: 11 clusters Score -8.111124e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195161 members 
Mstep: Class 3 contains 201620 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161625 members 
Mstep: Class 14 contains 24920 members 
Mstep: Class 20 contains 54804 members 
Mstep: Class 22 contains 18521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111176.000000 Penalty: 33322.019531
Iteration 271Q: 11 clusters Score -8.111118e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195181 members 
Mstep: Class 3 contains 201588 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161627 members 
Mstep: Class 14 contains 24920 members 
Mstep: Class 20 contains 54807 members 
Mstep: Class 22 contains 18528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111184.000000 Penalty: 33322.019531
Iteration 272Q: 11 clusters Score -8.111118e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 195235 members 
Mstep: Class 3 contains 201545 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161618 members 
Mstep: Class 14 contains 24921 members 
Mstep: Class 20 contains 54807 members 
Mstep: Class 22 contains 18530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111160.000000 Penalty: 33322.019531
Iteration 273Q: 11 clusters Score -8.111116e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 195278 members 
Mstep: Class 3 contains 201525 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161594 members 
Mstep: Class 14 contains 24918 members 
Mstep: Class 20 contains 54805 members 
Mstep: Class 22 contains 18538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111224.000000 Penalty: 33322.019531
Iteration 274Q: 11 clusters Score -8.111122e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 195301 members 
Mstep: Class 3 contains 201511 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161595 members 
Mstep: Class 14 contains 24912 members 
Mstep: Class 20 contains 54801 members 
Mstep: Class 22 contains 18538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111288.000000 Penalty: 33322.019531
Iteration 275Q: 11 clusters Score -8.111129e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 195318 members 
Mstep: Class 3 contains 201484 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161597 members 
Mstep: Class 14 contains 24912 members 
Mstep: Class 20 contains 54804 members 
Mstep: Class 22 contains 18542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111224.000000 Penalty: 33322.019531
Iteration 276Q: 11 clusters Score -8.111122e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 195318 members 
Mstep: Class 3 contains 201462 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161616 members 
Mstep: Class 14 contains 24911 members 
Mstep: Class 20 contains 54806 members 
Mstep: Class 22 contains 18546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111328.000000 Penalty: 33322.019531
Iteration 277Q: 11 clusters Score -8.111133e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 195334 members 
Mstep: Class 3 contains 201430 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161628 members 
Mstep: Class 14 contains 24907 members 
Mstep: Class 20 contains 54812 members 
Mstep: Class 22 contains 18549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111296.000000 Penalty: 33322.019531
Iteration 278Q: 11 clusters Score -8.11113e+07 nChanged 166
Entering ConstructFrom: 
Score: -81111296.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20549 members 
Entering Unmasked Estep 
Score: -2471007.000000 Penalty: 2462.780762
	Iteration 0F: 2 clusters Score -2471007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2456641.000000 Penalty: 4925.561523
	Iteration 0F: 3 clusters Score -2456641 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2462287.000000 Penalty: 4925.561523
	Iteration 1F: 3 clusters Score -2462287 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -2463467.500000 Penalty: 4925.561523
	Iteration 2F: 3 clusters Score -2463468 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2464727.000000 Penalty: 4925.561523
	Iteration 3F: 3 clusters Score -2464727 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2465915.500000 Penalty: 4925.561523
	Iteration 4F: 3 clusters Score -2465916 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2466988.250000 Penalty: 4925.561523
	Iteration 5F: 3 clusters Score -2466988 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2467847.750000 Penalty: 4925.561523
	Iteration 6F: 3 clusters Score -2467848 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2468487.750000 Penalty: 4925.561523
	Iteration 7Q: 3 clusters Score -2468488 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -2468930.750000 Penalty: 4925.561523
	Iteration 8Q: 3 clusters Score -2468931 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2469268.250000 Penalty: 4925.561523
	Iteration 9Q: 3 clusters Score -2469268 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2469501.500000 Penalty: 4925.561523
	Iteration 10Q: 3 clusters Score -2469502 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2469661.750000 Penalty: 4925.561523
	Iteration 11Q: 3 clusters Score -2469662 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -2469790.500000 Penalty: 4925.561523
	Iteration 12Q: 3 clusters Score -2469790 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2469872.000000 Penalty: 4925.561523
	Iteration 13Q: 3 clusters Score -2469872 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2469922.500000 Penalty: 4925.561523
	Iteration 14Q: 3 clusters Score -2469922 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2469965.500000 Penalty: 4925.561523
	Iteration 15Q: 3 clusters Score -2469966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2469997.750000 Penalty: 4925.561523
	Iteration 16Q: 3 clusters Score -2469998 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2470030.500000 Penalty: 4925.561523
	Iteration 17Q: 3 clusters Score -2470030 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2470056.500000 Penalty: 4925.561523
	Iteration 18Q: 3 clusters Score -2470056 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2470068.500000 Penalty: 4925.561523
	Iteration 19Q: 3 clusters Score -2470068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2470084.250000 Penalty: 4925.561523
	Iteration 20F: 3 clusters Score -2470084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2470100.500000 Penalty: 4925.561523
	Iteration 21Q: 3 clusters Score -2470100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2470104.000000 Penalty: 4925.561523
	Iteration 22Q: 3 clusters Score -2470104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2470120.750000 Penalty: 4925.561523
	Iteration 23Q: 3 clusters Score -2470121 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -2470123.750000 Penalty: 4925.561523
	Iteration 24Q: 3 clusters Score -2470124 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2470131.500000 Penalty: 4925.561523
	Iteration 25Q: 3 clusters Score -2470132 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2470134.250000 Penalty: 4925.561523
	Iteration 26Q: 3 clusters Score -2470134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2470143.500000 Penalty: 4925.561523
	Iteration 27Q: 3 clusters Score -2470144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2470148.500000 Penalty: 4925.561523
	Iteration 28Q: 3 clusters Score -2470148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2470156.500000 Penalty: 4925.561523
	Iteration 29Q: 3 clusters Score -2470156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19115 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -2470160.000000 Penalty: 4925.561523
	Iteration 30Q: 3 clusters Score -2470160 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19122 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -2470160.250000 Penalty: 4925.561523
	Iteration 31Q: 3 clusters Score -2470160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2470165.750000 Penalty: 4925.561523
	Iteration 32Q: 3 clusters Score -2470166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19130 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2470162.250000 Penalty: 4925.561523
	Iteration 33Q: 3 clusters Score -2470162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2470160.500000 Penalty: 4925.561523
	Iteration 34Q: 3 clusters Score -2470160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -2470163.500000 Penalty: 4925.561523
	Iteration 35Q: 3 clusters Score -2470164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2470173.000000 Penalty: 4925.561523
	Iteration 36Q: 3 clusters Score -2470173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2470173.750000 Penalty: 4925.561523
	Iteration 37Q: 3 clusters Score -2470174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2470177.500000 Penalty: 4925.561523
	Iteration 38Q: 3 clusters Score -2470178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2470178.250000 Penalty: 4925.561523
	Iteration 39Q: 3 clusters Score -2470178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -2470173.250000 Penalty: 4925.561523
	Iteration 40F: 3 clusters Score -2470173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (195357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195357 members 
Entering Unmasked Estep 
Score: -23557832.000000 Penalty: 3021.280762
	Iteration 0F: 2 clusters Score -2.355783e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97565 members 
Mstep: Class 2 contains 97792 members 
Entering Unmasked Estep 
Score: -23431278.000000 Penalty: 6042.561523
	Iteration 0F: 3 clusters Score -2.343128e+07 nChanged 93815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95440 members 
Mstep: Class 2 contains 99917 members 
Entering Unmasked Estep 
Score: -23485818.000000 Penalty: 6042.561523
	Iteration 1F: 3 clusters Score -2.348582e+07 nChanged 5497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94121 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -23486838.000000 Penalty: 6042.561523
	Iteration 2Q: 3 clusters Score -2.348684e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92143 members 
Mstep: Class 2 contains 103214 members 
Entering Unmasked Estep 
Score: -23488136.000000 Penalty: 6042.561523
	Iteration 3Q: 3 clusters Score -2.348814e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89061 members 
Mstep: Class 2 contains 106296 members 
Entering Unmasked Estep 
Score: -23489938.000000 Penalty: 6042.561523
	Iteration 4Q: 3 clusters Score -2.348994e+07 nChanged 7493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84532 members 
Mstep: Class 2 contains 110825 members 
Entering Unmasked Estep 
Score: -23492506.000000 Penalty: 6042.561523
	Iteration 5Q: 3 clusters Score -2.349251e+07 nChanged 8942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78022 members 
Mstep: Class 2 contains 117335 members 
Entering Unmasked Estep 
Score: -23496810.000000 Penalty: 6042.561523
	Iteration 6Q: 3 clusters Score -2.349681e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 126312 members 
Entering Unmasked Estep 
Score: -23503806.000000 Penalty: 6042.561523
	Iteration 7F: 3 clusters Score -2.350381e+07 nChanged 12658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58251 members 
Mstep: Class 2 contains 137106 members 
Entering Unmasked Estep 
Score: -23513652.000000 Penalty: 6042.561523
	Iteration 8F: 3 clusters Score -2.351365e+07 nChanged 12629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47528 members 
Mstep: Class 2 contains 147829 members 
Entering Unmasked Estep 
Score: -23524322.000000 Penalty: 6042.561523
	Iteration 9F: 3 clusters Score -2.352432e+07 nChanged 10719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38571 members 
Mstep: Class 2 contains 156786 members 
Entering Unmasked Estep 
Score: -23532856.000000 Penalty: 6042.561523
	Iteration 10F: 3 clusters Score -2.353286e+07 nChanged 8187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31586 members 
Mstep: Class 2 contains 163771 members 
Entering Unmasked Estep 
Score: -23537978.000000 Penalty: 6042.561523
	Iteration 11Q: 3 clusters Score -2.353798e+07 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 169365 members 
Entering Unmasked Estep 
Score: -23541478.000000 Penalty: 6042.561523
	Iteration 12Q: 3 clusters Score -2.354148e+07 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 174161 members 
Entering Unmasked Estep 
Score: -23544274.000000 Penalty: 6042.561523
	Iteration 13Q: 3 clusters Score -2.354427e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 178384 members 
Entering Unmasked Estep 
Score: -23546696.000000 Penalty: 6042.561523
	Iteration 14Q: 3 clusters Score -2.35467e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13271 members 
Mstep: Class 2 contains 182086 members 
Entering Unmasked Estep 
Score: -23548700.000000 Penalty: 6042.561523
	Iteration 15Q: 3 clusters Score -2.35487e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 185059 members 
Entering Unmasked Estep 
Score: -23550486.000000 Penalty: 6042.561523
	Iteration 16Q: 3 clusters Score -2.355049e+07 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 187433 members 
Entering Unmasked Estep 
Score: -23551868.000000 Penalty: 6042.561523
	Iteration 17Q: 3 clusters Score -2.355187e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 189281 members 
Entering Unmasked Estep 
Score: -23553014.000000 Penalty: 6042.561523
	Iteration 18Q: 3 clusters Score -2.355301e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 190604 members 
Entering Unmasked Estep 
Score: -23553782.000000 Penalty: 6042.561523
	Iteration 19Q: 3 clusters Score -2.355378e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 191537 members 
Entering Unmasked Estep 
Score: -23554264.000000 Penalty: 6042.561523
	Iteration 20F: 3 clusters Score -2.355426e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 192206 members 
Entering Unmasked Estep 
Score: -23554622.000000 Penalty: 6042.561523
	Iteration 21Q: 3 clusters Score -2.355462e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 192684 members 
Entering Unmasked Estep 
Score: -23554940.000000 Penalty: 6042.561523
	Iteration 22Q: 3 clusters Score -2.355494e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 193011 members 
Entering Unmasked Estep 
Score: -23555008.000000 Penalty: 6042.561523
	Iteration 23Q: 3 clusters Score -2.355501e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 193264 members 
Entering Unmasked Estep 
Score: -23555056.000000 Penalty: 6042.561523
	Iteration 24Q: 3 clusters Score -2.355506e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 193459 members 
Entering Unmasked Estep 
Score: -23555126.000000 Penalty: 6042.561523
	Iteration 25Q: 3 clusters Score -2.355513e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 193610 members 
Entering Unmasked Estep 
Score: -23555230.000000 Penalty: 6042.561523
	Iteration 26Q: 3 clusters Score -2.355523e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 193739 members 
Entering Unmasked Estep 
Score: -23555288.000000 Penalty: 6042.561523
	Iteration 27Q: 3 clusters Score -2.355529e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 193830 members 
Entering Unmasked Estep 
Score: -23555320.000000 Penalty: 6042.561523
	Iteration 28Q: 3 clusters Score -2.355532e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 193890 members 
Entering Unmasked Estep 
Score: -23555338.000000 Penalty: 6042.561523
	Iteration 29Q: 3 clusters Score -2.355534e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 193952 members 
Entering Unmasked Estep 
Score: -23555366.000000 Penalty: 6042.561523
	Iteration 30Q: 3 clusters Score -2.355537e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 193998 members 
Entering Unmasked Estep 
Score: -23555380.000000 Penalty: 6042.561523
	Iteration 31Q: 3 clusters Score -2.355538e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 194041 members 
Entering Unmasked Estep 
Score: -23555408.000000 Penalty: 6042.561523
	Iteration 32Q: 3 clusters Score -2.355541e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 194077 members 
Entering Unmasked Estep 
Score: -23555422.000000 Penalty: 6042.561523
	Iteration 33Q: 3 clusters Score -2.355542e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 194114 members 
Entering Unmasked Estep 
Score: -23555444.000000 Penalty: 6042.561523
	Iteration 34Q: 3 clusters Score -2.355544e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 194147 members 
Entering Unmasked Estep 
Score: -23555438.000000 Penalty: 6042.561523
	Iteration 35Q: 3 clusters Score -2.355544e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 194167 members 
Entering Unmasked Estep 
Score: -23555438.000000 Penalty: 6042.561523
	Iteration 36Q: 3 clusters Score -2.355544e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 194179 members 
Entering Unmasked Estep 
Score: -23555436.000000 Penalty: 6042.561523
	Iteration 37Q: 3 clusters Score -2.355544e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 194193 members 
Entering Unmasked Estep 
Score: -23555430.000000 Penalty: 6042.561523
	Iteration 38Q: 3 clusters Score -2.355543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 194207 members 
Entering Unmasked Estep 
Score: -23555434.000000 Penalty: 6042.561523
	Iteration 39Q: 3 clusters Score -2.355543e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 194217 members 
Entering Unmasked Estep 
Score: -23555442.000000 Penalty: 6042.561523
	Iteration 40F: 3 clusters Score -2.355544e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 194222 members 
Entering Unmasked Estep 
Score: -23555436.000000 Penalty: 6042.561523
	Iteration 41Q: 3 clusters Score -2.355544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 194227 members 
Entering Unmasked Estep 
Score: -23555422.000000 Penalty: 6042.561523
	Iteration 42Q: 3 clusters Score -2.355542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 194232 members 
Entering Unmasked Estep 
Score: -23555422.000000 Penalty: 6042.561523
	Iteration 43Q: 3 clusters Score -2.355542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 194233 members 
Entering Unmasked Estep 
Score: -23555428.000000 Penalty: 6042.561523
	Iteration 44Q: 3 clusters Score -2.355543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 194236 members 
Entering Unmasked Estep 
Score: -23555412.000000 Penalty: 6042.561523
	Iteration 45Q: 3 clusters Score -2.355541e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 194245 members 
Entering Unmasked Estep 
Score: -23555406.000000 Penalty: 6042.561523
	Iteration 46Q: 3 clusters Score -2.355541e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 194251 members 
Entering Unmasked Estep 
Score: -23555430.000000 Penalty: 6042.561523
	Iteration 47Q: 3 clusters Score -2.355543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 194254 members 
Entering Unmasked Estep 
Score: -23555418.000000 Penalty: 6042.561523
	Iteration 48Q: 3 clusters Score -2.355542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 194255 members 
Entering Unmasked Estep 
Score: -23555420.000000 Penalty: 6042.561523
	Iteration 49Q: 3 clusters Score -2.355542e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 194255 members 
Entering Unmasked Estep 
Score: -23555420.000000 Penalty: 6042.561523
	Iteration 50F: 3 clusters Score -2.355542e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201394 members 
Entering Unmasked Estep 
Score: -24178988.000000 Penalty: 3028.828613
	Iteration 0F: 2 clusters Score -2.417899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100911 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -24046578.000000 Penalty: 6057.657227
	Iteration 0F: 3 clusters Score -2.404658e+07 nChanged 96882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104985 members 
Mstep: Class 2 contains 96409 members 
Entering Unmasked Estep 
Score: -24103296.000000 Penalty: 6057.657227
	Iteration 1F: 3 clusters Score -2.41033e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107585 members 
Mstep: Class 2 contains 93809 members 
Entering Unmasked Estep 
Score: -24104488.000000 Penalty: 6057.657227
	Iteration 2Q: 3 clusters Score -2.410449e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111509 members 
Mstep: Class 2 contains 89885 members 
Entering Unmasked Estep 
Score: -24106188.000000 Penalty: 6057.657227
	Iteration 3Q: 3 clusters Score -2.410619e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117411 members 
Mstep: Class 2 contains 83983 members 
Entering Unmasked Estep 
Score: -24108766.000000 Penalty: 6057.657227
	Iteration 4Q: 3 clusters Score -2.410877e+07 nChanged 9818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126167 members 
Mstep: Class 2 contains 75227 members 
Entering Unmasked Estep 
Score: -24113624.000000 Penalty: 6057.657227
	Iteration 5Q: 3 clusters Score -2.411362e+07 nChanged 12849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138358 members 
Mstep: Class 2 contains 63036 members 
Entering Unmasked Estep 
Score: -24121642.000000 Penalty: 6057.657227
	Iteration 6F: 3 clusters Score -2.412164e+07 nChanged 15921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153733 members 
Mstep: Class 2 contains 47661 members 
Entering Unmasked Estep 
Score: -24134374.000000 Penalty: 6057.657227
	Iteration 7F: 3 clusters Score -2.413437e+07 nChanged 16981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170268 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -24149924.000000 Penalty: 6057.657227
	Iteration 8F: 3 clusters Score -2.414992e+07 nChanged 13777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183657 members 
Mstep: Class 2 contains 17737 members 
Entering Unmasked Estep 
Score: -24162586.000000 Penalty: 6057.657227
	Iteration 9F: 3 clusters Score -2.416259e+07 nChanged 8323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191782 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -24170024.000000 Penalty: 6057.657227
	Iteration 10Q: 3 clusters Score -2.417002e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195772 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -24173560.000000 Penalty: 6057.657227
	Iteration 11Q: 3 clusters Score -2.417356e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197560 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -24175286.000000 Penalty: 6057.657227
	Iteration 12Q: 3 clusters Score -2.417529e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198300 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -24176186.000000 Penalty: 6057.657227
	Iteration 13Q: 3 clusters Score -2.417619e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198646 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -24176704.000000 Penalty: 6057.657227
	Iteration 14Q: 3 clusters Score -2.41767e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198793 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -24177058.000000 Penalty: 6057.657227
	Iteration 15Q: 3 clusters Score -2.417706e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198857 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -24177246.000000 Penalty: 6057.657227
	Iteration 16Q: 3 clusters Score -2.417725e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198849 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -24177480.000000 Penalty: 6057.657227
	Iteration 17Q: 3 clusters Score -2.417748e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198858 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -24177514.000000 Penalty: 6057.657227
	Iteration 18Q: 3 clusters Score -2.417751e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198824 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -24177606.000000 Penalty: 6057.657227
	Iteration 19Q: 3 clusters Score -2.417761e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198804 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -24177668.000000 Penalty: 6057.657227
	Iteration 20F: 3 clusters Score -2.417767e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198770 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -24177710.000000 Penalty: 6057.657227
	Iteration 21Q: 3 clusters Score -2.417771e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198700 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -24177724.000000 Penalty: 6057.657227
	Iteration 22Q: 3 clusters Score -2.417772e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198627 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -24177772.000000 Penalty: 6057.657227
	Iteration 23Q: 3 clusters Score -2.417777e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198553 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -24177858.000000 Penalty: 6057.657227
	Iteration 24Q: 3 clusters Score -2.417786e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198480 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -24177866.000000 Penalty: 6057.657227
	Iteration 25Q: 3 clusters Score -2.417787e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198407 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -24177892.000000 Penalty: 6057.657227
	Iteration 26Q: 3 clusters Score -2.417789e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198353 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -24177928.000000 Penalty: 6057.657227
	Iteration 27Q: 3 clusters Score -2.417793e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198291 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -24177966.000000 Penalty: 6057.657227
	Iteration 28Q: 3 clusters Score -2.417797e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198231 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -24177966.000000 Penalty: 6057.657227
	Iteration 29Q: 3 clusters Score -2.417797e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198187 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -24177958.000000 Penalty: 6057.657227
	Iteration 30Q: 3 clusters Score -2.417796e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198146 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -24177996.000000 Penalty: 6057.657227
	Iteration 31Q: 3 clusters Score -2.4178e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198113 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -24178000.000000 Penalty: 6057.657227
	Iteration 32Q: 3 clusters Score -2.4178e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198078 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -24178002.000000 Penalty: 6057.657227
	Iteration 33Q: 3 clusters Score -2.4178e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198036 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -24178044.000000 Penalty: 6057.657227
	Iteration 34Q: 3 clusters Score -2.417804e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198007 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -24178056.000000 Penalty: 6057.657227
	Iteration 35Q: 3 clusters Score -2.417806e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197977 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -24178012.000000 Penalty: 6057.657227
	Iteration 36Q: 3 clusters Score -2.417801e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197959 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -24178024.000000 Penalty: 6057.657227
	Iteration 37Q: 3 clusters Score -2.417802e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197937 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -24178016.000000 Penalty: 6057.657227
	Iteration 38Q: 3 clusters Score -2.417802e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197919 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -24178052.000000 Penalty: 6057.657227
	Iteration 39Q: 3 clusters Score -2.417805e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197896 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -24178050.000000 Penalty: 6057.657227
	Iteration 40F: 3 clusters Score -2.417805e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197865 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -24178060.000000 Penalty: 6057.657227
	Iteration 41Q: 3 clusters Score -2.417806e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197843 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -24178070.000000 Penalty: 6057.657227
	Iteration 42Q: 3 clusters Score -2.417807e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197827 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -24178058.000000 Penalty: 6057.657227
	Iteration 43Q: 3 clusters Score -2.417806e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197815 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -24178086.000000 Penalty: 6057.657227
	Iteration 44Q: 3 clusters Score -2.417809e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197810 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -24178074.000000 Penalty: 6057.657227
	Iteration 45Q: 3 clusters Score -2.417807e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197799 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -24178072.000000 Penalty: 6057.657227
	Iteration 46Q: 3 clusters Score -2.417807e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197785 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -24178048.000000 Penalty: 6057.657227
	Iteration 47Q: 3 clusters Score -2.417805e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197769 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -24178058.000000 Penalty: 6057.657227
	Iteration 48Q: 3 clusters Score -2.417806e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197745 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -24178062.000000 Penalty: 6057.657227
	Iteration 49Q: 3 clusters Score -2.417806e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197723 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -24178074.000000 Penalty: 6057.657227
	Iteration 50Q: 3 clusters Score -2.417807e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197698 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -24178048.000000 Penalty: 6057.657227
	Iteration 51Q: 3 clusters Score -2.417805e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197674 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -24178072.000000 Penalty: 6057.657227
	Iteration 52Q: 3 clusters Score -2.417807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197653 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -24178092.000000 Penalty: 6057.657227
	Iteration 53Q: 3 clusters Score -2.417809e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197632 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -24178102.000000 Penalty: 6057.657227
	Iteration 54Q: 3 clusters Score -2.41781e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197612 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -24178086.000000 Penalty: 6057.657227
	Iteration 55Q: 3 clusters Score -2.417809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197593 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -24178102.000000 Penalty: 6057.657227
	Iteration 56Q: 3 clusters Score -2.41781e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197575 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -24178078.000000 Penalty: 6057.657227
	Iteration 57Q: 3 clusters Score -2.417808e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197560 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -24178118.000000 Penalty: 6057.657227
	Iteration 58Q: 3 clusters Score -2.417812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197549 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -24178106.000000 Penalty: 6057.657227
	Iteration 59Q: 3 clusters Score -2.417811e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197539 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -24178112.000000 Penalty: 6057.657227
	Iteration 60F: 3 clusters Score -2.417811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197532 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -24178112.000000 Penalty: 6057.657227
	Iteration 61Q: 3 clusters Score -2.417811e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197522 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -24178130.000000 Penalty: 6057.657227
	Iteration 62Q: 3 clusters Score -2.417813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197512 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -24178128.000000 Penalty: 6057.657227
	Iteration 63Q: 3 clusters Score -2.417813e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197503 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -24178128.000000 Penalty: 6057.657227
	Iteration 64Q: 3 clusters Score -2.417813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197493 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -24178106.000000 Penalty: 6057.657227
	Iteration 65Q: 3 clusters Score -2.417811e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197484 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -24178094.000000 Penalty: 6057.657227
	Iteration 66Q: 3 clusters Score -2.417809e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197478 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -24178122.000000 Penalty: 6057.657227
	Iteration 67Q: 3 clusters Score -2.417812e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197466 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -24178110.000000 Penalty: 6057.657227
	Iteration 68Q: 3 clusters Score -2.417811e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197452 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -24178086.000000 Penalty: 6057.657227
	Iteration 69Q: 3 clusters Score -2.417809e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197442 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -24178116.000000 Penalty: 6057.657227
	Iteration 70Q: 3 clusters Score -2.417812e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197429 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -24178118.000000 Penalty: 6057.657227
	Iteration 71Q: 3 clusters Score -2.417812e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197422 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -24178136.000000 Penalty: 6057.657227
	Iteration 72Q: 3 clusters Score -2.417814e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197413 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -24178136.000000 Penalty: 6057.657227
	Iteration 73Q: 3 clusters Score -2.417814e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197401 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -24178130.000000 Penalty: 6057.657227
	Iteration 74Q: 3 clusters Score -2.417813e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197392 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -24178134.000000 Penalty: 6057.657227
	Iteration 75Q: 3 clusters Score -2.417813e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197384 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -24178148.000000 Penalty: 6057.657227
	Iteration 76Q: 3 clusters Score -2.417815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197372 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -24178146.000000 Penalty: 6057.657227
	Iteration 77Q: 3 clusters Score -2.417815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197360 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -24178132.000000 Penalty: 6057.657227
	Iteration 78Q: 3 clusters Score -2.417813e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197349 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -24178148.000000 Penalty: 6057.657227
	Iteration 79Q: 3 clusters Score -2.417815e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197333 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -24178160.000000 Penalty: 6057.657227
	Iteration 80F: 3 clusters Score -2.417816e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197310 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -24178140.000000 Penalty: 6057.657227
	Iteration 81Q: 3 clusters Score -2.417814e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197289 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -24178142.000000 Penalty: 6057.657227
	Iteration 82Q: 3 clusters Score -2.417814e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197264 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -24178132.000000 Penalty: 6057.657227
	Iteration 83Q: 3 clusters Score -2.417813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197239 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -24178142.000000 Penalty: 6057.657227
	Iteration 84Q: 3 clusters Score -2.417814e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197209 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -24178172.000000 Penalty: 6057.657227
	Iteration 85Q: 3 clusters Score -2.417817e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197179 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -24178156.000000 Penalty: 6057.657227
	Iteration 86Q: 3 clusters Score -2.417816e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197150 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -24178140.000000 Penalty: 6057.657227
	Iteration 87Q: 3 clusters Score -2.417814e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197124 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -24178132.000000 Penalty: 6057.657227
	Iteration 88Q: 3 clusters Score -2.417813e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197087 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -24178158.000000 Penalty: 6057.657227
	Iteration 89Q: 3 clusters Score -2.417816e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197048 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -24178200.000000 Penalty: 6057.657227
	Iteration 90Q: 3 clusters Score -2.41782e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197000 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -24178178.000000 Penalty: 6057.657227
	Iteration 91Q: 3 clusters Score -2.417818e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196946 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -24178184.000000 Penalty: 6057.657227
	Iteration 92Q: 3 clusters Score -2.417818e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196901 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -24178192.000000 Penalty: 6057.657227
	Iteration 93Q: 3 clusters Score -2.417819e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196869 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -24178194.000000 Penalty: 6057.657227
	Iteration 94Q: 3 clusters Score -2.417819e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196848 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -24178170.000000 Penalty: 6057.657227
	Iteration 95Q: 3 clusters Score -2.417817e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196833 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -24178190.000000 Penalty: 6057.657227
	Iteration 96Q: 3 clusters Score -2.417819e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196817 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -24178172.000000 Penalty: 6057.657227
	Iteration 97Q: 3 clusters Score -2.417817e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196803 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -24178180.000000 Penalty: 6057.657227
	Iteration 98Q: 3 clusters Score -2.417818e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196787 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -24178190.000000 Penalty: 6057.657227
	Iteration 99Q: 3 clusters Score -2.417819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196770 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -24178206.000000 Penalty: 6057.657227
	Iteration 100F: 3 clusters Score -2.417821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196754 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -24178230.000000 Penalty: 6057.657227
	Iteration 101Q: 3 clusters Score -2.417823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196738 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -24178236.000000 Penalty: 6057.657227
	Iteration 102Q: 3 clusters Score -2.417824e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196724 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -24178230.000000 Penalty: 6057.657227
	Iteration 103Q: 3 clusters Score -2.417823e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196712 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -24178246.000000 Penalty: 6057.657227
	Iteration 104Q: 3 clusters Score -2.417825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196702 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -24178256.000000 Penalty: 6057.657227
	Iteration 105Q: 3 clusters Score -2.417826e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196689 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -24178272.000000 Penalty: 6057.657227
	Iteration 106Q: 3 clusters Score -2.417827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196670 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -24178282.000000 Penalty: 6057.657227
	Iteration 107Q: 3 clusters Score -2.417828e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196650 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -24178264.000000 Penalty: 6057.657227
	Iteration 108Q: 3 clusters Score -2.417826e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196632 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -24178290.000000 Penalty: 6057.657227
	Iteration 109Q: 3 clusters Score -2.417829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196615 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -24178266.000000 Penalty: 6057.657227
	Iteration 110Q: 3 clusters Score -2.417827e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196593 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -24178256.000000 Penalty: 6057.657227
	Iteration 111Q: 3 clusters Score -2.417826e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196569 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -24178272.000000 Penalty: 6057.657227
	Iteration 112Q: 3 clusters Score -2.417827e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196551 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -24178254.000000 Penalty: 6057.657227
	Iteration 113Q: 3 clusters Score -2.417825e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196531 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -24178292.000000 Penalty: 6057.657227
	Iteration 114Q: 3 clusters Score -2.417829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196514 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -24178306.000000 Penalty: 6057.657227
	Iteration 115Q: 3 clusters Score -2.417831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196497 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -24178286.000000 Penalty: 6057.657227
	Iteration 116Q: 3 clusters Score -2.417829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196487 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -24178304.000000 Penalty: 6057.657227
	Iteration 117Q: 3 clusters Score -2.41783e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196481 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -24178296.000000 Penalty: 6057.657227
	Iteration 118Q: 3 clusters Score -2.41783e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196473 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -24178274.000000 Penalty: 6057.657227
	Iteration 119Q: 3 clusters Score -2.417827e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196468 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -24178294.000000 Penalty: 6057.657227
	Iteration 120F: 3 clusters Score -2.417829e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196461 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -24178286.000000 Penalty: 6057.657227
	Iteration 121Q: 3 clusters Score -2.417829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196453 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -24178278.000000 Penalty: 6057.657227
	Iteration 122Q: 3 clusters Score -2.417828e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196444 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -24178284.000000 Penalty: 6057.657227
	Iteration 123Q: 3 clusters Score -2.417828e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196438 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -24178282.000000 Penalty: 6057.657227
	Iteration 124Q: 3 clusters Score -2.417828e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -24178282.000000 Penalty: 6057.657227
	Iteration 125Q: 3 clusters Score -2.417828e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196427 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -24178272.000000 Penalty: 6057.657227
	Iteration 126Q: 3 clusters Score -2.417827e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196424 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -24178268.000000 Penalty: 6057.657227
	Iteration 127Q: 3 clusters Score -2.417827e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196422 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -24178290.000000 Penalty: 6057.657227
	Iteration 128Q: 3 clusters Score -2.417829e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196421 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -24178282.000000 Penalty: 6057.657227
	Iteration 129Q: 3 clusters Score -2.417828e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196418 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -24178278.000000 Penalty: 6057.657227
	Iteration 130Q: 3 clusters Score -2.417828e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196417 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -24178274.000000 Penalty: 6057.657227
	Iteration 131Q: 3 clusters Score -2.417827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196417 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -24178274.000000 Penalty: 6057.657227
	Iteration 132F: 3 clusters Score -2.417827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -308865.562500 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -308865.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -305730.718750 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -305730.7 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -306383.437500 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -306383.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -306577.562500 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -306577.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -306704.937500 Penalty: 3928.541504
	Iteration 3F: 3 clusters Score -306704.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -306797.031250 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -306797 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -306852.156250 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -306852.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -306895.250000 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -306895.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -306921.687500 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -306921.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -306937.187500 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -306937.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -306957.187500 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -306957.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -306977.500000 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -306977.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -306996.031250 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -306996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -307012.750000 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -307012.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -307028.187500 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -307028.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -307036.437500 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -307036.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -307043.406250 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -307043.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -307051.343750 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -307051.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -307055.437500 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -307055.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -307062.656250 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -307062.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -307069.718750 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -307069.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -307075.062500 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -307075.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -307077.625000 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -307077.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -307079.218750 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -307079.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -307080.281250 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -307080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -307080.343750 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -307080.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -307080.906250 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -307080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -307081.437500 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -307081.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -307081.437500 Penalty: 3928.541504
	Iteration 27F: 3 clusters Score -307081.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -33890.707031 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -33890.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -32605.220703 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -32605.22 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -32772.765625 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -32772.77 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -32825.539062 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -32825.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32856.476562 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -32856.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32864.980469 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -32864.98 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32875.613281 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -32875.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -32879.410156 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -32879.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32881.765625 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -32881.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -32881.765625 Penalty: 2906.950195
	Iteration 8F: 3 clusters Score -32881.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -467951.468750 Penalty: 2061.957031
	Iteration 0F: 2 clusters Score -467951.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -463991.812500 Penalty: 4123.914062
	Iteration 0F: 3 clusters Score -463991.8 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -464999.843750 Penalty: 4123.914062
	Iteration 1F: 3 clusters Score -464999.8 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -465374.062500 Penalty: 4123.914062
	Iteration 2F: 3 clusters Score -465374.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -465615.687500 Penalty: 4123.914062
	Iteration 3F: 3 clusters Score -465615.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -465833.531250 Penalty: 4123.914062
	Iteration 4F: 3 clusters Score -465833.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -466055.531250 Penalty: 4123.914062
	Iteration 5F: 3 clusters Score -466055.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -466232.187500 Penalty: 4123.914062
	Iteration 6Q: 3 clusters Score -466232.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -466375.375000 Penalty: 4123.914062
	Iteration 7Q: 3 clusters Score -466375.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -466479.281250 Penalty: 4123.914062
	Iteration 8Q: 3 clusters Score -466479.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -466554.906250 Penalty: 4123.914062
	Iteration 9Q: 3 clusters Score -466554.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -466612.062500 Penalty: 4123.914062
	Iteration 10Q: 3 clusters Score -466612.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -466653.093750 Penalty: 4123.914062
	Iteration 11Q: 3 clusters Score -466653.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -466674.468750 Penalty: 4123.914062
	Iteration 12Q: 3 clusters Score -466674.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -466694.781250 Penalty: 4123.914062
	Iteration 13Q: 3 clusters Score -466694.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -466708.531250 Penalty: 4123.914062
	Iteration 14Q: 3 clusters Score -466708.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -466713.437500 Penalty: 4123.914062
	Iteration 15Q: 3 clusters Score -466713.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -466720.937500 Penalty: 4123.914062
	Iteration 16Q: 3 clusters Score -466720.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -466725.406250 Penalty: 4123.914062
	Iteration 17Q: 3 clusters Score -466725.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -466730.031250 Penalty: 4123.914062
	Iteration 18Q: 3 clusters Score -466730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -466733.562500 Penalty: 4123.914062
	Iteration 19Q: 3 clusters Score -466733.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -466738.281250 Penalty: 4123.914062
	Iteration 20F: 3 clusters Score -466738.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -466743.000000 Penalty: 4123.914062
	Iteration 21Q: 3 clusters Score -466743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -466747.187500 Penalty: 4123.914062
	Iteration 22Q: 3 clusters Score -466747.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -466747.625000 Penalty: 4123.914062
	Iteration 23Q: 3 clusters Score -466747.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -466747.625000 Penalty: 4123.914062
	Iteration 24F: 3 clusters Score -466747.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161641 members 
Entering Unmasked Estep 
Score: -19499184.000000 Penalty: 2974.297119
	Iteration 0F: 2 clusters Score -1.949918e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81532 members 
Mstep: Class 2 contains 80109 members 
Entering Unmasked Estep 
Score: -19393126.000000 Penalty: 5948.594238
	Iteration 0F: 3 clusters Score -1.939313e+07 nChanged 77418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 69719 members 
Entering Unmasked Estep 
Score: -19439452.000000 Penalty: 5948.594238
	Iteration 1F: 3 clusters Score -1.943945e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98502 members 
Mstep: Class 2 contains 63139 members 
Entering Unmasked Estep 
Score: -19442534.000000 Penalty: 5948.594238
	Iteration 2Q: 3 clusters Score -1.944253e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108253 members 
Mstep: Class 2 contains 53388 members 
Entering Unmasked Estep 
Score: -19448594.000000 Penalty: 5948.594238
	Iteration 3F: 3 clusters Score -1.944859e+07 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121444 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -19459194.000000 Penalty: 5948.594238
	Iteration 4F: 3 clusters Score -1.945919e+07 nChanged 15306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136640 members 
Mstep: Class 2 contains 25001 members 
Entering Unmasked Estep 
Score: -19473736.000000 Penalty: 5948.594238
	Iteration 5F: 3 clusters Score -1.947374e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149727 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -19487058.000000 Penalty: 5948.594238
	Iteration 6F: 3 clusters Score -1.948706e+07 nChanged 7290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156997 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -19493532.000000 Penalty: 5948.594238
	Iteration 7Q: 3 clusters Score -1.949353e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159745 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -19495652.000000 Penalty: 5948.594238
	Iteration 8Q: 3 clusters Score -1.949565e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160604 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -19496270.000000 Penalty: 5948.594238
	Iteration 9Q: 3 clusters Score -1.949627e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160898 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -19496510.000000 Penalty: 5948.594238
	Iteration 10Q: 3 clusters Score -1.949651e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160995 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -19496666.000000 Penalty: 5948.594238
	Iteration 11Q: 3 clusters Score -1.949667e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161040 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -19496728.000000 Penalty: 5948.594238
	Iteration 12Q: 3 clusters Score -1.949673e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161073 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -19496778.000000 Penalty: 5948.594238
	Iteration 13Q: 3 clusters Score -1.949678e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161098 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19496826.000000 Penalty: 5948.594238
	Iteration 14Q: 3 clusters Score -1.949683e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161098 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19496842.000000 Penalty: 5948.594238
	Iteration 15Q: 3 clusters Score -1.949684e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161098 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19496876.000000 Penalty: 5948.594238
	Iteration 16Q: 3 clusters Score -1.949688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -19496882.000000 Penalty: 5948.594238
	Iteration 17Q: 3 clusters Score -1.949688e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161099 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -19496898.000000 Penalty: 5948.594238
	Iteration 18Q: 3 clusters Score -1.94969e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161098 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19496900.000000 Penalty: 5948.594238
	Iteration 19Q: 3 clusters Score -1.94969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161097 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -19496894.000000 Penalty: 5948.594238
	Iteration 20F: 3 clusters Score -1.949689e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19496898.000000 Penalty: 5948.594238
	Iteration 21Q: 3 clusters Score -1.94969e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161096 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -19496898.000000 Penalty: 5948.594238
	Iteration 22F: 3 clusters Score -1.94969e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Entering Unmasked Estep 
Score: -3066736.500000 Penalty: 2510.489990
	Iteration 0F: 2 clusters Score -3066736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -3049505.000000 Penalty: 5020.979980
	Iteration 0F: 3 clusters Score -3049505 nChanged 11076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -3055441.250000 Penalty: 5020.979980
	Iteration 1F: 3 clusters Score -3055441 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13539 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -3055831.250000 Penalty: 5020.979980
	Iteration 2Q: 3 clusters Score -3055831 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -3056197.250000 Penalty: 5020.979980
	Iteration 3Q: 3 clusters Score -3056197 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -3056585.000000 Penalty: 5020.979980
	Iteration 4Q: 3 clusters Score -3056585 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -3057173.000000 Penalty: 5020.979980
	Iteration 5Q: 3 clusters Score -3057173 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -3058002.250000 Penalty: 5020.979980
	Iteration 6F: 3 clusters Score -3058002 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -3059188.250000 Penalty: 5020.979980
	Iteration 7F: 3 clusters Score -3059188 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -3060658.250000 Penalty: 5020.979980
	Iteration 8F: 3 clusters Score -3060658 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -3062086.750000 Penalty: 5020.979980
	Iteration 9F: 3 clusters Score -3062087 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -3063168.500000 Penalty: 5020.979980
	Iteration 10Q: 3 clusters Score -3063168 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3063787.250000 Penalty: 5020.979980
	Iteration 11Q: 3 clusters Score -3063787 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3064131.250000 Penalty: 5020.979980
	Iteration 12Q: 3 clusters Score -3064131 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24528 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3064304.750000 Penalty: 5020.979980
	Iteration 13Q: 3 clusters Score -3064305 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -3064404.000000 Penalty: 5020.979980
	Iteration 14Q: 3 clusters Score -3064404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3064436.000000 Penalty: 5020.979980
	Iteration 15Q: 3 clusters Score -3064436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3064454.250000 Penalty: 5020.979980
	Iteration 16Q: 3 clusters Score -3064454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3064476.000000 Penalty: 5020.979980
	Iteration 17Q: 3 clusters Score -3064476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -3064487.000000 Penalty: 5020.979980
	Iteration 18Q: 3 clusters Score -3064487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24669 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -3064500.000000 Penalty: 5020.979980
	Iteration 19Q: 3 clusters Score -3064500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3064513.000000 Penalty: 5020.979980
	Iteration 20F: 3 clusters Score -3064513 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24675 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -3064516.000000 Penalty: 5020.979980
	Iteration 21Q: 3 clusters Score -3064516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -3064522.250000 Penalty: 5020.979980
	Iteration 22Q: 3 clusters Score -3064522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24678 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -3064524.000000 Penalty: 5020.979980
	Iteration 23Q: 3 clusters Score -3064524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -3064525.250000 Penalty: 5020.979980
	Iteration 24Q: 3 clusters Score -3064525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -3064526.250000 Penalty: 5020.979980
	Iteration 25Q: 3 clusters Score -3064526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3064529.000000 Penalty: 5020.979980
	Iteration 26Q: 3 clusters Score -3064529 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -3064529.000000 Penalty: 5020.979980
	Iteration 27F: 3 clusters Score -3064529 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54809 members 
Entering Unmasked Estep 
Score: -6423446.500000 Penalty: 2706.079102
	Iteration 0F: 2 clusters Score -6423446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -6386583.500000 Penalty: 5412.158203
	Iteration 0F: 3 clusters Score -6386584 nChanged 25355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -6400941.500000 Penalty: 5412.158203
	Iteration 1F: 3 clusters Score -6400942 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 23256 members 
Entering Unmasked Estep 
Score: -6401767.500000 Penalty: 5412.158203
	Iteration 2Q: 3 clusters Score -6401768 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -6402824.000000 Penalty: 5412.158203
	Iteration 3Q: 3 clusters Score -6402824 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -6404675.000000 Penalty: 5412.158203
	Iteration 4F: 3 clusters Score -6404675 nChanged 4215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41044 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -6407813.000000 Penalty: 5412.158203
	Iteration 5F: 3 clusters Score -6407813 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -6412123.000000 Penalty: 5412.158203
	Iteration 6F: 3 clusters Score -6412123 nChanged 4347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50177 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -6416458.500000 Penalty: 5412.158203
	Iteration 7F: 3 clusters Score -6416458 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53006 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6419407.000000 Penalty: 5412.158203
	Iteration 8F: 3 clusters Score -6419407 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54139 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6420534.000000 Penalty: 5412.158203
	Iteration 9Q: 3 clusters Score -6420534 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -6420860.000000 Penalty: 5412.158203
	Iteration 10Q: 3 clusters Score -6420860 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54524 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6420964.500000 Penalty: 5412.158203
	Iteration 11Q: 3 clusters Score -6420964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54559 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -6421022.500000 Penalty: 5412.158203
	Iteration 12Q: 3 clusters Score -6421022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54573 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6421061.500000 Penalty: 5412.158203
	Iteration 13Q: 3 clusters Score -6421062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -6421094.500000 Penalty: 5412.158203
	Iteration 14Q: 3 clusters Score -6421094 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54596 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -6421113.000000 Penalty: 5412.158203
	Iteration 15Q: 3 clusters Score -6421113 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54597 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -6421115.000000 Penalty: 5412.158203
	Iteration 16Q: 3 clusters Score -6421115 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54598 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -6421122.000000 Penalty: 5412.158203
	Iteration 17Q: 3 clusters Score -6421122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54600 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -6421124.500000 Penalty: 5412.158203
	Iteration 18Q: 3 clusters Score -6421124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -6421126.000000 Penalty: 5412.158203
	Iteration 19Q: 3 clusters Score -6421126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54601 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -6421127.000000 Penalty: 5412.158203
	Iteration 20F: 3 clusters Score -6421127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -6421127.500000 Penalty: 5412.158203
	Iteration 21Q: 3 clusters Score -6421128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54603 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -6421127.000000 Penalty: 5412.158203
	Iteration 22Q: 3 clusters Score -6421127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -6421133.000000 Penalty: 5412.158203
	Iteration 23Q: 3 clusters Score -6421133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6421138.500000 Penalty: 5412.158203
	Iteration 24Q: 3 clusters Score -6421138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54606 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -6421136.500000 Penalty: 5412.158203
	Iteration 25Q: 3 clusters Score -6421136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6421141.500000 Penalty: 5412.158203
	Iteration 26Q: 3 clusters Score -6421142 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54605 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -6421141.500000 Penalty: 5412.158203
	Iteration 27F: 3 clusters Score -6421142 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18551 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Entering Unmasked Estep 
Score: -2244771.750000 Penalty: 2437.413086
	Iteration 0F: 2 clusters Score -2244772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2231671.000000 Penalty: 4874.826172
	Iteration 0F: 3 clusters Score -2231671 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -2236118.250000 Penalty: 4874.826172
	Iteration 1F: 3 clusters Score -2236118 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -2236880.000000 Penalty: 4874.826172
	Iteration 2F: 3 clusters Score -2236880 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2237936.750000 Penalty: 4874.826172
	Iteration 3F: 3 clusters Score -2237937 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -2239183.250000 Penalty: 4874.826172
	Iteration 4F: 3 clusters Score -2239183 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11800 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -2240479.000000 Penalty: 4874.826172
	Iteration 5F: 3 clusters Score -2240479 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -2241673.250000 Penalty: 4874.826172
	Iteration 6F: 3 clusters Score -2241673 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2242702.750000 Penalty: 4874.826172
	Iteration 7F: 3 clusters Score -2242703 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2243324.750000 Penalty: 4874.826172
	Iteration 8Q: 3 clusters Score -2243325 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -2243572.250000 Penalty: 4874.826172
	Iteration 9Q: 3 clusters Score -2243572 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2243665.750000 Penalty: 4874.826172
	Iteration 10Q: 3 clusters Score -2243666 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2243743.750000 Penalty: 4874.826172
	Iteration 11Q: 3 clusters Score -2243744 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -2243778.500000 Penalty: 4874.826172
	Iteration 12Q: 3 clusters Score -2243778 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -2243801.000000 Penalty: 4874.826172
	Iteration 13Q: 3 clusters Score -2243801 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2243812.250000 Penalty: 4874.826172
	Iteration 14Q: 3 clusters Score -2243812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2243814.500000 Penalty: 4874.826172
	Iteration 15Q: 3 clusters Score -2243814 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2243816.750000 Penalty: 4874.826172
	Iteration 16Q: 3 clusters Score -2243817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2243819.000000 Penalty: 4874.826172
	Iteration 17Q: 3 clusters Score -2243819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14201 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2243818.250000 Penalty: 4874.826172
	Iteration 18Q: 3 clusters Score -2243818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2243823.000000 Penalty: 4874.826172
	Iteration 19Q: 3 clusters Score -2243823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -2243824.500000 Penalty: 4874.826172
	Iteration 20F: 3 clusters Score -2243824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2243825.000000 Penalty: 4874.826172
	Iteration 21Q: 3 clusters Score -2243825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -2243825.000000 Penalty: 4874.826172
	Iteration 22F: 3 clusters Score -2243825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20549 members 
Mstep: Class 2 contains 195357 members 
Mstep: Class 3 contains 201394 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161641 members 
Mstep: Class 14 contains 24908 members 
Mstep: Class 20 contains 54809 members 
Mstep: Class 22 contains 18551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111320.000000 Penalty: 33322.019531
Iteration 279Q: 11 clusters Score -8.111132e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 195381 members 
Mstep: Class 3 contains 201363 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161654 members 
Mstep: Class 14 contains 24907 members 
Mstep: Class 20 contains 54809 members 
Mstep: Class 22 contains 18545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111400.000000 Penalty: 33322.019531
Iteration 280F: 11 clusters Score -8.11114e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 195401 members 
Mstep: Class 3 contains 201320 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161674 members 
Mstep: Class 14 contains 24907 members 
Mstep: Class 20 contains 54810 members 
Mstep: Class 22 contains 18545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111472.000000 Penalty: 33322.019531
Iteration 281Q: 11 clusters Score -8.111147e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 195401 members 
Mstep: Class 3 contains 201299 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161694 members 
Mstep: Class 14 contains 24905 members 
Mstep: Class 20 contains 54811 members 
Mstep: Class 22 contains 18544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111408.000000 Penalty: 33322.019531
Iteration 282Q: 11 clusters Score -8.111141e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 195406 members 
Mstep: Class 3 contains 201276 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161712 members 
Mstep: Class 14 contains 24899 members 
Mstep: Class 20 contains 54815 members 
Mstep: Class 22 contains 18543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111320.000000 Penalty: 33322.019531
Iteration 283Q: 11 clusters Score -8.111132e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 195429 members 
Mstep: Class 3 contains 201229 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161732 members 
Mstep: Class 14 contains 24895 members 
Mstep: Class 20 contains 54819 members 
Mstep: Class 22 contains 18544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111296.000000 Penalty: 33322.019531
Iteration 284Q: 11 clusters Score -8.11113e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195432 members 
Mstep: Class 3 contains 201206 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161757 members 
Mstep: Class 14 contains 24886 members 
Mstep: Class 20 contains 54821 members 
Mstep: Class 22 contains 18548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111352.000000 Penalty: 33322.019531
Iteration 285Q: 11 clusters Score -8.111135e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 195437 members 
Mstep: Class 3 contains 201186 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161773 members 
Mstep: Class 14 contains 24879 members 
Mstep: Class 20 contains 54822 members 
Mstep: Class 22 contains 18552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111456.000000 Penalty: 33322.019531
Iteration 286Q: 11 clusters Score -8.111146e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 195424 members 
Mstep: Class 3 contains 201185 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161789 members 
Mstep: Class 14 contains 24877 members 
Mstep: Class 20 contains 54821 members 
Mstep: Class 22 contains 18553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111536.000000 Penalty: 33322.019531
Iteration 287Q: 11 clusters Score -8.111154e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 195414 members 
Mstep: Class 3 contains 201195 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161806 members 
Mstep: Class 14 contains 24871 members 
Mstep: Class 20 contains 54816 members 
Mstep: Class 22 contains 18549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111472.000000 Penalty: 33322.019531
Iteration 288Q: 11 clusters Score -8.111147e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195400 members 
Mstep: Class 3 contains 201205 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161813 members 
Mstep: Class 14 contains 24867 members 
Mstep: Class 20 contains 54815 members 
Mstep: Class 22 contains 18549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111432.000000 Penalty: 33322.019531
Iteration 289Q: 11 clusters Score -8.111143e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 195398 members 
Mstep: Class 3 contains 201208 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161825 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 20 contains 54811 members 
Mstep: Class 22 contains 18544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111424.000000 Penalty: 33322.019531
Iteration 290Q: 11 clusters Score -8.111142e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 195389 members 
Mstep: Class 3 contains 201204 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161848 members 
Mstep: Class 14 contains 24865 members 
Mstep: Class 20 contains 54807 members 
Mstep: Class 22 contains 18540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111320.000000 Penalty: 33322.019531
Iteration 291Q: 11 clusters Score -8.111132e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 195378 members 
Mstep: Class 3 contains 201210 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161868 members 
Mstep: Class 14 contains 24861 members 
Mstep: Class 20 contains 54801 members 
Mstep: Class 22 contains 18536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111296.000000 Penalty: 33322.019531
Iteration 292Q: 11 clusters Score -8.11113e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 195366 members 
Mstep: Class 3 contains 201210 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161884 members 
Mstep: Class 14 contains 24861 members 
Mstep: Class 20 contains 54797 members 
Mstep: Class 22 contains 18536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111312.000000 Penalty: 33322.019531
Iteration 293Q: 11 clusters Score -8.111131e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 195348 members 
Mstep: Class 3 contains 201217 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161895 members 
Mstep: Class 14 contains 24861 members 
Mstep: Class 20 contains 54798 members 
Mstep: Class 22 contains 18536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111312.000000 Penalty: 33322.019531
Iteration 294Q: 11 clusters Score -8.111131e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 195348 members 
Mstep: Class 3 contains 201220 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161899 members 
Mstep: Class 14 contains 24861 members 
Mstep: Class 20 contains 54796 members 
Mstep: Class 22 contains 18531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111352.000000 Penalty: 33322.019531
Iteration 295Q: 11 clusters Score -8.111135e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 195349 members 
Mstep: Class 3 contains 201226 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161902 members 
Mstep: Class 14 contains 24860 members 
Mstep: Class 20 contains 54791 members 
Mstep: Class 22 contains 18527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111376.000000 Penalty: 33322.019531
Iteration 296Q: 11 clusters Score -8.111138e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20554 members 
Mstep: Class 2 contains 195337 members 
Mstep: Class 3 contains 201232 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161913 members 
Mstep: Class 14 contains 24861 members 
Mstep: Class 20 contains 54789 members 
Mstep: Class 22 contains 18523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111408.000000 Penalty: 33322.019531
Iteration 297Q: 11 clusters Score -8.111141e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 195328 members 
Mstep: Class 3 contains 201238 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161914 members 
Mstep: Class 14 contains 24859 members 
Mstep: Class 20 contains 54793 members 
Mstep: Class 22 contains 18520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111432.000000 Penalty: 33322.019531
Iteration 298Q: 11 clusters Score -8.111143e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 195318 members 
Mstep: Class 3 contains 201248 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161914 members 
Mstep: Class 14 contains 24860 members 
Mstep: Class 20 contains 54798 members 
Mstep: Class 22 contains 18514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111416.000000 Penalty: 33322.019531
Iteration 299Q: 11 clusters Score -8.111142e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 195331 members 
Mstep: Class 3 contains 201247 members 
Mstep: Class 4 contains 2755 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161904 members 
Mstep: Class 14 contains 24856 members 
Mstep: Class 20 contains 54801 members 
Mstep: Class 22 contains 18513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111472.000000 Penalty: 33322.019531
Iteration 300F: 11 clusters Score -8.111147e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 195350 members 
Mstep: Class 3 contains 201244 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161891 members 
Mstep: Class 14 contains 24857 members 
Mstep: Class 20 contains 54802 members 
Mstep: Class 22 contains 18510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111520.000000 Penalty: 33322.019531
Iteration 301Q: 11 clusters Score -8.111152e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 195357 members 
Mstep: Class 3 contains 201251 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161880 members 
Mstep: Class 14 contains 24855 members 
Mstep: Class 20 contains 54803 members 
Mstep: Class 22 contains 18508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111512.000000 Penalty: 33322.019531
Iteration 302Q: 11 clusters Score -8.111151e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 195368 members 
Mstep: Class 3 contains 201263 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161856 members 
Mstep: Class 14 contains 24854 members 
Mstep: Class 20 contains 54804 members 
Mstep: Class 22 contains 18510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111568.000000 Penalty: 33322.019531
Iteration 303Q: 11 clusters Score -8.111157e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 195387 members 
Mstep: Class 3 contains 201270 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161834 members 
Mstep: Class 14 contains 24854 members 
Mstep: Class 20 contains 54798 members 
Mstep: Class 22 contains 18511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111592.000000 Penalty: 33322.019531
Iteration 304Q: 11 clusters Score -8.111159e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 195402 members 
Mstep: Class 3 contains 201268 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161818 members 
Mstep: Class 14 contains 24857 members 
Mstep: Class 20 contains 54798 members 
Mstep: Class 22 contains 18511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111576.000000 Penalty: 33322.019531
Iteration 305Q: 11 clusters Score -8.111158e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 195417 members 
Mstep: Class 3 contains 201269 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161803 members 
Mstep: Class 14 contains 24860 members 
Mstep: Class 20 contains 54799 members 
Mstep: Class 22 contains 18507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111552.000000 Penalty: 33322.019531
Iteration 306Q: 11 clusters Score -8.111155e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 195428 members 
Mstep: Class 3 contains 201279 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161783 members 
Mstep: Class 14 contains 24858 members 
Mstep: Class 20 contains 54801 members 
Mstep: Class 22 contains 18505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111576.000000 Penalty: 33322.019531
Iteration 307Q: 11 clusters Score -8.111158e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 195446 members 
Mstep: Class 3 contains 201284 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161762 members 
Mstep: Class 14 contains 24858 members 
Mstep: Class 20 contains 54802 members 
Mstep: Class 22 contains 18501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111640.000000 Penalty: 33322.019531
Iteration 308Q: 11 clusters Score -8.111164e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 195468 members 
Mstep: Class 3 contains 201285 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161739 members 
Mstep: Class 14 contains 24854 members 
Mstep: Class 20 contains 54805 members 
Mstep: Class 22 contains 18501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111656.000000 Penalty: 33322.019531
Iteration 309Q: 11 clusters Score -8.111166e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195498 members 
Mstep: Class 3 contains 201278 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161718 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 20 contains 54806 members 
Mstep: Class 22 contains 18499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111672.000000 Penalty: 33322.019531
Iteration 310Q: 11 clusters Score -8.111167e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 195544 members 
Mstep: Class 3 contains 201265 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161689 members 
Mstep: Class 14 contains 24849 members 
Mstep: Class 20 contains 54805 members 
Mstep: Class 22 contains 18500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111592.000000 Penalty: 33322.019531
Iteration 311Q: 11 clusters Score -8.111159e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195583 members 
Mstep: Class 3 contains 201237 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161670 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 20 contains 54811 members 
Mstep: Class 22 contains 18499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111592.000000 Penalty: 33322.019531
Iteration 312Q: 11 clusters Score -8.111159e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 195596 members 
Mstep: Class 3 contains 201222 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161664 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 20 contains 54820 members 
Mstep: Class 22 contains 18497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111608.000000 Penalty: 33322.019531
Iteration 313Q: 11 clusters Score -8.111161e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 195628 members 
Mstep: Class 3 contains 201206 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161648 members 
Mstep: Class 14 contains 24850 members 
Mstep: Class 20 contains 54821 members 
Mstep: Class 22 contains 18498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111632.000000 Penalty: 33322.019531
Iteration 314Q: 11 clusters Score -8.111163e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 195645 members 
Mstep: Class 3 contains 201198 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161635 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 20 contains 54825 members 
Mstep: Class 22 contains 18496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111640.000000 Penalty: 33322.019531
Iteration 315Q: 11 clusters Score -8.111164e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195655 members 
Mstep: Class 3 contains 201200 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161624 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 20 contains 54828 members 
Mstep: Class 22 contains 18493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111680.000000 Penalty: 33322.019531
Iteration 316Q: 11 clusters Score -8.111168e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195673 members 
Mstep: Class 3 contains 201194 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161615 members 
Mstep: Class 14 contains 24854 members 
Mstep: Class 20 contains 54828 members 
Mstep: Class 22 contains 18489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111744.000000 Penalty: 33322.019531
Iteration 317Q: 11 clusters Score -8.111174e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195683 members 
Mstep: Class 3 contains 201200 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161608 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 20 contains 54825 members 
Mstep: Class 22 contains 18485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111752.000000 Penalty: 33322.019531
Iteration 318Q: 11 clusters Score -8.111175e+07 nChanged 55
Entering ConstructFrom: 
Score: -81111752.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Entering Unmasked Estep 
Score: -2472161.250000 Penalty: 2462.901367
	Iteration 0F: 2 clusters Score -2472161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2457713.500000 Penalty: 4925.802734
	Iteration 0F: 3 clusters Score -2457714 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2463026.000000 Penalty: 4925.802734
	Iteration 1F: 3 clusters Score -2463026 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -2464127.000000 Penalty: 4925.802734
	Iteration 2F: 3 clusters Score -2464127 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12460 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -2465265.250000 Penalty: 4925.802734
	Iteration 3F: 3 clusters Score -2465265 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2466445.250000 Penalty: 4925.802734
	Iteration 4F: 3 clusters Score -2466445 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -2467702.750000 Penalty: 4925.802734
	Iteration 5F: 3 clusters Score -2467703 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -2468912.250000 Penalty: 4925.802734
	Iteration 6F: 3 clusters Score -2468912 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2469860.000000 Penalty: 4925.802734
	Iteration 7F: 3 clusters Score -2469860 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2470494.500000 Penalty: 4925.802734
	Iteration 8Q: 3 clusters Score -2470494 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2470824.250000 Penalty: 4925.802734
	Iteration 9Q: 3 clusters Score -2470824 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2470998.000000 Penalty: 4925.802734
	Iteration 10Q: 3 clusters Score -2470998 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -2471097.500000 Penalty: 4925.802734
	Iteration 11Q: 3 clusters Score -2471098 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2471188.000000 Penalty: 4925.802734
	Iteration 12Q: 3 clusters Score -2471188 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -2471224.000000 Penalty: 4925.802734
	Iteration 13Q: 3 clusters Score -2471224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -2471251.500000 Penalty: 4925.802734
	Iteration 14Q: 3 clusters Score -2471252 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2471266.250000 Penalty: 4925.802734
	Iteration 15Q: 3 clusters Score -2471266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2471285.500000 Penalty: 4925.802734
	Iteration 16Q: 3 clusters Score -2471286 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2471300.750000 Penalty: 4925.802734
	Iteration 17Q: 3 clusters Score -2471301 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2471314.000000 Penalty: 4925.802734
	Iteration 18Q: 3 clusters Score -2471314 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18982 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2471325.000000 Penalty: 4925.802734
	Iteration 19Q: 3 clusters Score -2471325 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2471333.250000 Penalty: 4925.802734
	Iteration 20F: 3 clusters Score -2471333 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2471349.500000 Penalty: 4925.802734
	Iteration 21Q: 3 clusters Score -2471350 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2471356.000000 Penalty: 4925.802734
	Iteration 22Q: 3 clusters Score -2471356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2471362.750000 Penalty: 4925.802734
	Iteration 23Q: 3 clusters Score -2471363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2471361.750000 Penalty: 4925.802734
	Iteration 24Q: 3 clusters Score -2471362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2471362.000000 Penalty: 4925.802734
	Iteration 25Q: 3 clusters Score -2471362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2471363.000000 Penalty: 4925.802734
	Iteration 26Q: 3 clusters Score -2471363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -2471366.750000 Penalty: 4925.802734
	Iteration 27Q: 3 clusters Score -2471367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2471365.750000 Penalty: 4925.802734
	Iteration 28Q: 3 clusters Score -2471366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19095 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2471365.750000 Penalty: 4925.802734
	Iteration 29F: 3 clusters Score -2471366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (195696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195696 members 
Entering Unmasked Estep 
Score: -23597916.000000 Penalty: 3021.710693
	Iteration 0F: 2 clusters Score -2.359792e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98287 members 
Mstep: Class 2 contains 97409 members 
Entering Unmasked Estep 
Score: -23471130.000000 Penalty: 6043.421387
	Iteration 0F: 3 clusters Score -2.347113e+07 nChanged 93982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105519 members 
Mstep: Class 2 contains 90177 members 
Entering Unmasked Estep 
Score: -23527092.000000 Penalty: 6043.421387
	Iteration 1F: 3 clusters Score -2.352709e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110136 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -23529124.000000 Penalty: 6043.421387
	Iteration 2Q: 3 clusters Score -2.352912e+07 nChanged 8366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117228 members 
Mstep: Class 2 contains 78468 members 
Entering Unmasked Estep 
Score: -23532608.000000 Penalty: 6043.421387
	Iteration 3Q: 3 clusters Score -2.353261e+07 nChanged 11038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127624 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -23538624.000000 Penalty: 6043.421387
	Iteration 4F: 3 clusters Score -2.353862e+07 nChanged 14543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141845 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -23549120.000000 Penalty: 6043.421387
	Iteration 5F: 3 clusters Score -2.354912e+07 nChanged 17354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159097 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -23564684.000000 Penalty: 6043.421387
	Iteration 6F: 3 clusters Score -2.356468e+07 nChanged 16352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175421 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -23579644.000000 Penalty: 6043.421387
	Iteration 7F: 3 clusters Score -2.357964e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186350 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -23589060.000000 Penalty: 6043.421387
	Iteration 8F: 3 clusters Score -2.358906e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191440 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -23592958.000000 Penalty: 6043.421387
	Iteration 9Q: 3 clusters Score -2.359296e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193543 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -23594382.000000 Penalty: 6043.421387
	Iteration 10Q: 3 clusters Score -2.359438e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194366 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -23594908.000000 Penalty: 6043.421387
	Iteration 11Q: 3 clusters Score -2.359491e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194686 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -23595108.000000 Penalty: 6043.421387
	Iteration 12Q: 3 clusters Score -2.359511e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194838 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -23595198.000000 Penalty: 6043.421387
	Iteration 13Q: 3 clusters Score -2.35952e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194921 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -23595258.000000 Penalty: 6043.421387
	Iteration 14Q: 3 clusters Score -2.359526e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194988 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -23595332.000000 Penalty: 6043.421387
	Iteration 15Q: 3 clusters Score -2.359533e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195038 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -23595360.000000 Penalty: 6043.421387
	Iteration 16Q: 3 clusters Score -2.359536e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195065 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -23595366.000000 Penalty: 6043.421387
	Iteration 17Q: 3 clusters Score -2.359537e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195085 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -23595432.000000 Penalty: 6043.421387
	Iteration 18Q: 3 clusters Score -2.359543e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195100 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -23595440.000000 Penalty: 6043.421387
	Iteration 19Q: 3 clusters Score -2.359544e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195103 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -23595452.000000 Penalty: 6043.421387
	Iteration 20F: 3 clusters Score -2.359545e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195107 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -23595446.000000 Penalty: 6043.421387
	Iteration 21Q: 3 clusters Score -2.359545e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195108 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -23595458.000000 Penalty: 6043.421387
	Iteration 22Q: 3 clusters Score -2.359546e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195115 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -23595478.000000 Penalty: 6043.421387
	Iteration 23Q: 3 clusters Score -2.359548e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195120 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -23595482.000000 Penalty: 6043.421387
	Iteration 24Q: 3 clusters Score -2.359548e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195122 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -23595464.000000 Penalty: 6043.421387
	Iteration 25Q: 3 clusters Score -2.359546e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195123 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -23595470.000000 Penalty: 6043.421387
	Iteration 26Q: 3 clusters Score -2.359547e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195124 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -23595460.000000 Penalty: 6043.421387
	Iteration 27Q: 3 clusters Score -2.359546e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195126 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -23595482.000000 Penalty: 6043.421387
	Iteration 28Q: 3 clusters Score -2.359548e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195129 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -23595482.000000 Penalty: 6043.421387
	Iteration 29Q: 3 clusters Score -2.359548e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195134 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -23595490.000000 Penalty: 6043.421387
	Iteration 30Q: 3 clusters Score -2.359549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195134 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -23595490.000000 Penalty: 6043.421387
	Iteration 31Q: 3 clusters Score -2.359549e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195134 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -23595490.000000 Penalty: 6043.421387
	Iteration 32F: 3 clusters Score -2.359549e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201198 members 
Entering Unmasked Estep 
Score: -24155878.000000 Penalty: 3028.587158
	Iteration 0F: 2 clusters Score -2.415588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100765 members 
Mstep: Class 2 contains 100433 members 
Entering Unmasked Estep 
Score: -24023530.000000 Penalty: 6057.174316
	Iteration 0F: 3 clusters Score -2.402353e+07 nChanged 96665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103904 members 
Mstep: Class 2 contains 97294 members 
Entering Unmasked Estep 
Score: -24080732.000000 Penalty: 6057.174316
	Iteration 1F: 3 clusters Score -2.408073e+07 nChanged 6021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105685 members 
Mstep: Class 2 contains 95513 members 
Entering Unmasked Estep 
Score: -24082310.000000 Penalty: 6057.174316
	Iteration 2Q: 3 clusters Score -2.408231e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108569 members 
Mstep: Class 2 contains 92629 members 
Entering Unmasked Estep 
Score: -24084688.000000 Penalty: 6057.174316
	Iteration 3Q: 3 clusters Score -2.408469e+07 nChanged 9296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113205 members 
Mstep: Class 2 contains 87993 members 
Entering Unmasked Estep 
Score: -24089218.000000 Penalty: 6057.174316
	Iteration 4Q: 3 clusters Score -2.408922e+07 nChanged 12230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120251 members 
Mstep: Class 2 contains 80947 members 
Entering Unmasked Estep 
Score: -24096688.000000 Penalty: 6057.174316
	Iteration 5F: 3 clusters Score -2.409669e+07 nChanged 15255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129850 members 
Mstep: Class 2 contains 71348 members 
Entering Unmasked Estep 
Score: -24109364.000000 Penalty: 6057.174316
	Iteration 6F: 3 clusters Score -2.410936e+07 nChanged 16484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140274 members 
Mstep: Class 2 contains 60924 members 
Entering Unmasked Estep 
Score: -24125460.000000 Penalty: 6057.174316
	Iteration 7F: 3 clusters Score -2.412546e+07 nChanged 13985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147353 members 
Mstep: Class 2 contains 53845 members 
Entering Unmasked Estep 
Score: -24138664.000000 Penalty: 6057.174316
	Iteration 8F: 3 clusters Score -2.413866e+07 nChanged 9506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150811 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -24144894.000000 Penalty: 6057.174316
	Iteration 9Q: 3 clusters Score -2.414489e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152993 members 
Mstep: Class 2 contains 48205 members 
Entering Unmasked Estep 
Score: -24147950.000000 Penalty: 6057.174316
	Iteration 10Q: 3 clusters Score -2.414795e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154719 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -24150128.000000 Penalty: 6057.174316
	Iteration 11Q: 3 clusters Score -2.415013e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156070 members 
Mstep: Class 2 contains 45128 members 
Entering Unmasked Estep 
Score: -24151936.000000 Penalty: 6057.174316
	Iteration 12Q: 3 clusters Score -2.415194e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157090 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -24152986.000000 Penalty: 6057.174316
	Iteration 13Q: 3 clusters Score -2.415299e+07 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157747 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -24153736.000000 Penalty: 6057.174316
	Iteration 14Q: 3 clusters Score -2.415374e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158357 members 
Mstep: Class 2 contains 42841 members 
Entering Unmasked Estep 
Score: -24154212.000000 Penalty: 6057.174316
	Iteration 15Q: 3 clusters Score -2.415421e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158857 members 
Mstep: Class 2 contains 42341 members 
Entering Unmasked Estep 
Score: -24154482.000000 Penalty: 6057.174316
	Iteration 16Q: 3 clusters Score -2.415448e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159271 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -24154596.000000 Penalty: 6057.174316
	Iteration 17Q: 3 clusters Score -2.41546e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159597 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -24154710.000000 Penalty: 6057.174316
	Iteration 18Q: 3 clusters Score -2.415471e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159902 members 
Mstep: Class 2 contains 41296 members 
Entering Unmasked Estep 
Score: -24154758.000000 Penalty: 6057.174316
	Iteration 19Q: 3 clusters Score -2.415476e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160179 members 
Mstep: Class 2 contains 41019 members 
Entering Unmasked Estep 
Score: -24154782.000000 Penalty: 6057.174316
	Iteration 20F: 3 clusters Score -2.415478e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160452 members 
Mstep: Class 2 contains 40746 members 
Entering Unmasked Estep 
Score: -24154924.000000 Penalty: 6057.174316
	Iteration 21Q: 3 clusters Score -2.415492e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160742 members 
Mstep: Class 2 contains 40456 members 
Entering Unmasked Estep 
Score: -24154918.000000 Penalty: 6057.174316
	Iteration 22Q: 3 clusters Score -2.415492e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161029 members 
Mstep: Class 2 contains 40169 members 
Entering Unmasked Estep 
Score: -24154942.000000 Penalty: 6057.174316
	Iteration 23Q: 3 clusters Score -2.415494e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161300 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -24154900.000000 Penalty: 6057.174316
	Iteration 24Q: 3 clusters Score -2.41549e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161557 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -24154874.000000 Penalty: 6057.174316
	Iteration 25Q: 3 clusters Score -2.415487e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161819 members 
Mstep: Class 2 contains 39379 members 
Entering Unmasked Estep 
Score: -24154904.000000 Penalty: 6057.174316
	Iteration 26Q: 3 clusters Score -2.41549e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162087 members 
Mstep: Class 2 contains 39111 members 
Entering Unmasked Estep 
Score: -24154938.000000 Penalty: 6057.174316
	Iteration 27Q: 3 clusters Score -2.415494e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162340 members 
Mstep: Class 2 contains 38858 members 
Entering Unmasked Estep 
Score: -24154928.000000 Penalty: 6057.174316
	Iteration 28Q: 3 clusters Score -2.415493e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162597 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -24155006.000000 Penalty: 6057.174316
	Iteration 29Q: 3 clusters Score -2.415501e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162844 members 
Mstep: Class 2 contains 38354 members 
Entering Unmasked Estep 
Score: -24154966.000000 Penalty: 6057.174316
	Iteration 30Q: 3 clusters Score -2.415497e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163071 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -24155004.000000 Penalty: 6057.174316
	Iteration 31Q: 3 clusters Score -2.4155e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 37905 members 
Entering Unmasked Estep 
Score: -24154980.000000 Penalty: 6057.174316
	Iteration 32Q: 3 clusters Score -2.415498e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163540 members 
Mstep: Class 2 contains 37658 members 
Entering Unmasked Estep 
Score: -24155006.000000 Penalty: 6057.174316
	Iteration 33Q: 3 clusters Score -2.415501e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163793 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -24155064.000000 Penalty: 6057.174316
	Iteration 34Q: 3 clusters Score -2.415506e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164032 members 
Mstep: Class 2 contains 37166 members 
Entering Unmasked Estep 
Score: -24155038.000000 Penalty: 6057.174316
	Iteration 35Q: 3 clusters Score -2.415504e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164262 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -24155092.000000 Penalty: 6057.174316
	Iteration 36Q: 3 clusters Score -2.415509e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164471 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -24155120.000000 Penalty: 6057.174316
	Iteration 37Q: 3 clusters Score -2.415512e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164688 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -24155118.000000 Penalty: 6057.174316
	Iteration 38Q: 3 clusters Score -2.415512e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164901 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -24155118.000000 Penalty: 6057.174316
	Iteration 39Q: 3 clusters Score -2.415512e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165123 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -24155104.000000 Penalty: 6057.174316
	Iteration 40F: 3 clusters Score -2.41551e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165348 members 
Mstep: Class 2 contains 35850 members 
Entering Unmasked Estep 
Score: -24155114.000000 Penalty: 6057.174316
	Iteration 41Q: 3 clusters Score -2.415511e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165580 members 
Mstep: Class 2 contains 35618 members 
Entering Unmasked Estep 
Score: -24155076.000000 Penalty: 6057.174316
	Iteration 42Q: 3 clusters Score -2.415508e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165788 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -24155060.000000 Penalty: 6057.174316
	Iteration 43Q: 3 clusters Score -2.415506e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166006 members 
Mstep: Class 2 contains 35192 members 
Entering Unmasked Estep 
Score: -24155050.000000 Penalty: 6057.174316
	Iteration 44Q: 3 clusters Score -2.415505e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166219 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -24155086.000000 Penalty: 6057.174316
	Iteration 45Q: 3 clusters Score -2.415509e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166429 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -24155084.000000 Penalty: 6057.174316
	Iteration 46Q: 3 clusters Score -2.415508e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166626 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -24155030.000000 Penalty: 6057.174316
	Iteration 47Q: 3 clusters Score -2.415503e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166802 members 
Mstep: Class 2 contains 34396 members 
Entering Unmasked Estep 
Score: -24155080.000000 Penalty: 6057.174316
	Iteration 48Q: 3 clusters Score -2.415508e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166978 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -24155090.000000 Penalty: 6057.174316
	Iteration 49Q: 3 clusters Score -2.415509e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167159 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -24155108.000000 Penalty: 6057.174316
	Iteration 50Q: 3 clusters Score -2.415511e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167356 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -24155104.000000 Penalty: 6057.174316
	Iteration 51Q: 3 clusters Score -2.41551e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167546 members 
Mstep: Class 2 contains 33652 members 
Entering Unmasked Estep 
Score: -24155096.000000 Penalty: 6057.174316
	Iteration 52Q: 3 clusters Score -2.41551e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167744 members 
Mstep: Class 2 contains 33454 members 
Entering Unmasked Estep 
Score: -24155134.000000 Penalty: 6057.174316
	Iteration 53Q: 3 clusters Score -2.415513e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167935 members 
Mstep: Class 2 contains 33263 members 
Entering Unmasked Estep 
Score: -24155136.000000 Penalty: 6057.174316
	Iteration 54Q: 3 clusters Score -2.415514e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168110 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -24155172.000000 Penalty: 6057.174316
	Iteration 55Q: 3 clusters Score -2.415517e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168298 members 
Mstep: Class 2 contains 32900 members 
Entering Unmasked Estep 
Score: -24155136.000000 Penalty: 6057.174316
	Iteration 56Q: 3 clusters Score -2.415514e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168485 members 
Mstep: Class 2 contains 32713 members 
Entering Unmasked Estep 
Score: -24155084.000000 Penalty: 6057.174316
	Iteration 57Q: 3 clusters Score -2.415508e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168673 members 
Mstep: Class 2 contains 32525 members 
Entering Unmasked Estep 
Score: -24155118.000000 Penalty: 6057.174316
	Iteration 58Q: 3 clusters Score -2.415512e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168875 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -24155124.000000 Penalty: 6057.174316
	Iteration 59Q: 3 clusters Score -2.415512e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169070 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -24155084.000000 Penalty: 6057.174316
	Iteration 60F: 3 clusters Score -2.415508e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169276 members 
Mstep: Class 2 contains 31922 members 
Entering Unmasked Estep 
Score: -24155078.000000 Penalty: 6057.174316
	Iteration 61Q: 3 clusters Score -2.415508e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169483 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -24155104.000000 Penalty: 6057.174316
	Iteration 62Q: 3 clusters Score -2.41551e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169678 members 
Mstep: Class 2 contains 31520 members 
Entering Unmasked Estep 
Score: -24155100.000000 Penalty: 6057.174316
	Iteration 63Q: 3 clusters Score -2.41551e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169867 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -24155114.000000 Penalty: 6057.174316
	Iteration 64Q: 3 clusters Score -2.415511e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170039 members 
Mstep: Class 2 contains 31159 members 
Entering Unmasked Estep 
Score: -24155144.000000 Penalty: 6057.174316
	Iteration 65Q: 3 clusters Score -2.415514e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170197 members 
Mstep: Class 2 contains 31001 members 
Entering Unmasked Estep 
Score: -24155146.000000 Penalty: 6057.174316
	Iteration 66Q: 3 clusters Score -2.415515e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170350 members 
Mstep: Class 2 contains 30848 members 
Entering Unmasked Estep 
Score: -24155152.000000 Penalty: 6057.174316
	Iteration 67Q: 3 clusters Score -2.415515e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170515 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -24155190.000000 Penalty: 6057.174316
	Iteration 68Q: 3 clusters Score -2.415519e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170673 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -24155234.000000 Penalty: 6057.174316
	Iteration 69Q: 3 clusters Score -2.415523e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170830 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -24155248.000000 Penalty: 6057.174316
	Iteration 70Q: 3 clusters Score -2.415525e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170966 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -24155202.000000 Penalty: 6057.174316
	Iteration 71Q: 3 clusters Score -2.41552e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171092 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -24155228.000000 Penalty: 6057.174316
	Iteration 72Q: 3 clusters Score -2.415523e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171208 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -24155158.000000 Penalty: 6057.174316
	Iteration 73Q: 3 clusters Score -2.415516e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171324 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -24155194.000000 Penalty: 6057.174316
	Iteration 74Q: 3 clusters Score -2.415519e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171444 members 
Mstep: Class 2 contains 29754 members 
Entering Unmasked Estep 
Score: -24155152.000000 Penalty: 6057.174316
	Iteration 75Q: 3 clusters Score -2.415515e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171556 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -24155128.000000 Penalty: 6057.174316
	Iteration 76Q: 3 clusters Score -2.415513e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171661 members 
Mstep: Class 2 contains 29537 members 
Entering Unmasked Estep 
Score: -24155114.000000 Penalty: 6057.174316
	Iteration 77Q: 3 clusters Score -2.415511e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171761 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -24155118.000000 Penalty: 6057.174316
	Iteration 78Q: 3 clusters Score -2.415512e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171852 members 
Mstep: Class 2 contains 29346 members 
Entering Unmasked Estep 
Score: -24155116.000000 Penalty: 6057.174316
	Iteration 79Q: 3 clusters Score -2.415512e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171931 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -24155114.000000 Penalty: 6057.174316
	Iteration 80F: 3 clusters Score -2.415511e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172019 members 
Mstep: Class 2 contains 29179 members 
Entering Unmasked Estep 
Score: -24155150.000000 Penalty: 6057.174316
	Iteration 81Q: 3 clusters Score -2.415515e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172121 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -24155152.000000 Penalty: 6057.174316
	Iteration 82Q: 3 clusters Score -2.415515e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172227 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -24155178.000000 Penalty: 6057.174316
	Iteration 83Q: 3 clusters Score -2.415518e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172347 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -24155240.000000 Penalty: 6057.174316
	Iteration 84Q: 3 clusters Score -2.415524e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172463 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -24155284.000000 Penalty: 6057.174316
	Iteration 85Q: 3 clusters Score -2.415528e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172579 members 
Mstep: Class 2 contains 28619 members 
Entering Unmasked Estep 
Score: -24155324.000000 Penalty: 6057.174316
	Iteration 86Q: 3 clusters Score -2.415532e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172699 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -24155294.000000 Penalty: 6057.174316
	Iteration 87Q: 3 clusters Score -2.415529e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172833 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -24155290.000000 Penalty: 6057.174316
	Iteration 88Q: 3 clusters Score -2.415529e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -24155282.000000 Penalty: 6057.174316
	Iteration 89Q: 3 clusters Score -2.415528e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173088 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -24155270.000000 Penalty: 6057.174316
	Iteration 90Q: 3 clusters Score -2.415527e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173225 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -24155268.000000 Penalty: 6057.174316
	Iteration 91Q: 3 clusters Score -2.415527e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173365 members 
Mstep: Class 2 contains 27833 members 
Entering Unmasked Estep 
Score: -24155266.000000 Penalty: 6057.174316
	Iteration 92Q: 3 clusters Score -2.415527e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173508 members 
Mstep: Class 2 contains 27690 members 
Entering Unmasked Estep 
Score: -24155274.000000 Penalty: 6057.174316
	Iteration 93Q: 3 clusters Score -2.415527e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173636 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -24155230.000000 Penalty: 6057.174316
	Iteration 94Q: 3 clusters Score -2.415523e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173767 members 
Mstep: Class 2 contains 27431 members 
Entering Unmasked Estep 
Score: -24155194.000000 Penalty: 6057.174316
	Iteration 95Q: 3 clusters Score -2.415519e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173900 members 
Mstep: Class 2 contains 27298 members 
Entering Unmasked Estep 
Score: -24155186.000000 Penalty: 6057.174316
	Iteration 96Q: 3 clusters Score -2.415519e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174026 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -24155200.000000 Penalty: 6057.174316
	Iteration 97Q: 3 clusters Score -2.41552e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174176 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -24155232.000000 Penalty: 6057.174316
	Iteration 98Q: 3 clusters Score -2.415523e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174338 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -24155236.000000 Penalty: 6057.174316
	Iteration 99Q: 3 clusters Score -2.415524e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174526 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -24155248.000000 Penalty: 6057.174316
	Iteration 100F: 3 clusters Score -2.415525e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174713 members 
Mstep: Class 2 contains 26485 members 
Entering Unmasked Estep 
Score: -24155232.000000 Penalty: 6057.174316
	Iteration 101Q: 3 clusters Score -2.415523e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174884 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -24155306.000000 Penalty: 6057.174316
	Iteration 102Q: 3 clusters Score -2.415531e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175072 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -24155274.000000 Penalty: 6057.174316
	Iteration 103Q: 3 clusters Score -2.415527e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175269 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -24155306.000000 Penalty: 6057.174316
	Iteration 104Q: 3 clusters Score -2.415531e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175458 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -24155362.000000 Penalty: 6057.174316
	Iteration 105Q: 3 clusters Score -2.415536e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175638 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -24155372.000000 Penalty: 6057.174316
	Iteration 106Q: 3 clusters Score -2.415537e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175806 members 
Mstep: Class 2 contains 25392 members 
Entering Unmasked Estep 
Score: -24155366.000000 Penalty: 6057.174316
	Iteration 107Q: 3 clusters Score -2.415537e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175969 members 
Mstep: Class 2 contains 25229 members 
Entering Unmasked Estep 
Score: -24155344.000000 Penalty: 6057.174316
	Iteration 108Q: 3 clusters Score -2.415534e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176134 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -24155394.000000 Penalty: 6057.174316
	Iteration 109Q: 3 clusters Score -2.415539e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176299 members 
Mstep: Class 2 contains 24899 members 
Entering Unmasked Estep 
Score: -24155402.000000 Penalty: 6057.174316
	Iteration 110Q: 3 clusters Score -2.41554e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176462 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -24155378.000000 Penalty: 6057.174316
	Iteration 111Q: 3 clusters Score -2.415538e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176620 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -24155416.000000 Penalty: 6057.174316
	Iteration 112Q: 3 clusters Score -2.415542e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176771 members 
Mstep: Class 2 contains 24427 members 
Entering Unmasked Estep 
Score: -24155400.000000 Penalty: 6057.174316
	Iteration 113Q: 3 clusters Score -2.41554e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176902 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -24155422.000000 Penalty: 6057.174316
	Iteration 114Q: 3 clusters Score -2.415542e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177035 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -24155382.000000 Penalty: 6057.174316
	Iteration 115Q: 3 clusters Score -2.415538e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177159 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -24155386.000000 Penalty: 6057.174316
	Iteration 116Q: 3 clusters Score -2.415539e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177273 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -24155402.000000 Penalty: 6057.174316
	Iteration 117Q: 3 clusters Score -2.41554e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177384 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -24155388.000000 Penalty: 6057.174316
	Iteration 118Q: 3 clusters Score -2.415539e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177494 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -24155414.000000 Penalty: 6057.174316
	Iteration 119Q: 3 clusters Score -2.415541e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177617 members 
Mstep: Class 2 contains 23581 members 
Entering Unmasked Estep 
Score: -24155418.000000 Penalty: 6057.174316
	Iteration 120F: 3 clusters Score -2.415542e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177732 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -24155432.000000 Penalty: 6057.174316
	Iteration 121Q: 3 clusters Score -2.415543e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177819 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
Score: -24155394.000000 Penalty: 6057.174316
	Iteration 122Q: 3 clusters Score -2.415539e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177903 members 
Mstep: Class 2 contains 23295 members 
Entering Unmasked Estep 
Score: -24155388.000000 Penalty: 6057.174316
	Iteration 123Q: 3 clusters Score -2.415539e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177961 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -24155402.000000 Penalty: 6057.174316
	Iteration 124Q: 3 clusters Score -2.41554e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178019 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -24155418.000000 Penalty: 6057.174316
	Iteration 125Q: 3 clusters Score -2.415542e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178078 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -24155390.000000 Penalty: 6057.174316
	Iteration 126Q: 3 clusters Score -2.415539e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178132 members 
Mstep: Class 2 contains 23066 members 
Entering Unmasked Estep 
Score: -24155374.000000 Penalty: 6057.174316
	Iteration 127Q: 3 clusters Score -2.415537e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178192 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -24155402.000000 Penalty: 6057.174316
	Iteration 128Q: 3 clusters Score -2.41554e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178253 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -24155390.000000 Penalty: 6057.174316
	Iteration 129Q: 3 clusters Score -2.415539e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178307 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -24155390.000000 Penalty: 6057.174316
	Iteration 130Q: 3 clusters Score -2.415539e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178359 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -24155376.000000 Penalty: 6057.174316
	Iteration 131Q: 3 clusters Score -2.415538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178401 members 
Mstep: Class 2 contains 22797 members 
Entering Unmasked Estep 
Score: -24155384.000000 Penalty: 6057.174316
	Iteration 132Q: 3 clusters Score -2.415538e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178446 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -24155376.000000 Penalty: 6057.174316
	Iteration 133Q: 3 clusters Score -2.415538e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178492 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -24155364.000000 Penalty: 6057.174316
	Iteration 134Q: 3 clusters Score -2.415536e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178539 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -24155370.000000 Penalty: 6057.174316
	Iteration 135Q: 3 clusters Score -2.415537e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178580 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -24155382.000000 Penalty: 6057.174316
	Iteration 136Q: 3 clusters Score -2.415538e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178625 members 
Mstep: Class 2 contains 22573 members 
Entering Unmasked Estep 
Score: -24155404.000000 Penalty: 6057.174316
	Iteration 137Q: 3 clusters Score -2.41554e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178680 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -24155378.000000 Penalty: 6057.174316
	Iteration 138Q: 3 clusters Score -2.415538e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178726 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -24155352.000000 Penalty: 6057.174316
	Iteration 139Q: 3 clusters Score -2.415535e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178766 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -24155330.000000 Penalty: 6057.174316
	Iteration 140F: 3 clusters Score -2.415533e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178807 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -24155338.000000 Penalty: 6057.174316
	Iteration 141Q: 3 clusters Score -2.415534e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178857 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -24155332.000000 Penalty: 6057.174316
	Iteration 142Q: 3 clusters Score -2.415533e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178914 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -24155324.000000 Penalty: 6057.174316
	Iteration 143Q: 3 clusters Score -2.415532e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178975 members 
Mstep: Class 2 contains 22223 members 
Entering Unmasked Estep 
Score: -24155346.000000 Penalty: 6057.174316
	Iteration 144Q: 3 clusters Score -2.415535e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179033 members 
Mstep: Class 2 contains 22165 members 
Entering Unmasked Estep 
Score: -24155326.000000 Penalty: 6057.174316
	Iteration 145Q: 3 clusters Score -2.415533e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179096 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -24155336.000000 Penalty: 6057.174316
	Iteration 146Q: 3 clusters Score -2.415534e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179159 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -24155326.000000 Penalty: 6057.174316
	Iteration 147Q: 3 clusters Score -2.415533e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179225 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -24155300.000000 Penalty: 6057.174316
	Iteration 148Q: 3 clusters Score -2.41553e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179286 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -24155310.000000 Penalty: 6057.174316
	Iteration 149Q: 3 clusters Score -2.415531e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179355 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -24155322.000000 Penalty: 6057.174316
	Iteration 150Q: 3 clusters Score -2.415532e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179431 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -24155346.000000 Penalty: 6057.174316
	Iteration 151Q: 3 clusters Score -2.415535e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179511 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -24155344.000000 Penalty: 6057.174316
	Iteration 152Q: 3 clusters Score -2.415534e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179615 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -24155336.000000 Penalty: 6057.174316
	Iteration 153Q: 3 clusters Score -2.415534e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179702 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -24155324.000000 Penalty: 6057.174316
	Iteration 154Q: 3 clusters Score -2.415532e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179799 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -24155320.000000 Penalty: 6057.174316
	Iteration 155Q: 3 clusters Score -2.415532e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179877 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -24155292.000000 Penalty: 6057.174316
	Iteration 156Q: 3 clusters Score -2.415529e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179940 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -24155266.000000 Penalty: 6057.174316
	Iteration 157Q: 3 clusters Score -2.415527e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180001 members 
Mstep: Class 2 contains 21197 members 
Entering Unmasked Estep 
Score: -24155272.000000 Penalty: 6057.174316
	Iteration 158Q: 3 clusters Score -2.415527e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180070 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -24155266.000000 Penalty: 6057.174316
	Iteration 159Q: 3 clusters Score -2.415527e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180144 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -24155250.000000 Penalty: 6057.174316
	Iteration 160F: 3 clusters Score -2.415525e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180216 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -24155230.000000 Penalty: 6057.174316
	Iteration 161Q: 3 clusters Score -2.415523e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180290 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -24155244.000000 Penalty: 6057.174316
	Iteration 162Q: 3 clusters Score -2.415524e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180369 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -24155254.000000 Penalty: 6057.174316
	Iteration 163Q: 3 clusters Score -2.415525e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180444 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -24155266.000000 Penalty: 6057.174316
	Iteration 164Q: 3 clusters Score -2.415527e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180517 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -24155276.000000 Penalty: 6057.174316
	Iteration 165Q: 3 clusters Score -2.415528e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180593 members 
Mstep: Class 2 contains 20605 members 
Entering Unmasked Estep 
Score: -24155292.000000 Penalty: 6057.174316
	Iteration 166Q: 3 clusters Score -2.415529e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180667 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -24155334.000000 Penalty: 6057.174316
	Iteration 167Q: 3 clusters Score -2.415533e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180747 members 
Mstep: Class 2 contains 20451 members 
Entering Unmasked Estep 
Score: -24155342.000000 Penalty: 6057.174316
	Iteration 168Q: 3 clusters Score -2.415534e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180838 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -24155374.000000 Penalty: 6057.174316
	Iteration 169Q: 3 clusters Score -2.415537e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180936 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -24155400.000000 Penalty: 6057.174316
	Iteration 170Q: 3 clusters Score -2.41554e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181044 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -24155454.000000 Penalty: 6057.174316
	Iteration 171Q: 3 clusters Score -2.415545e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181165 members 
Mstep: Class 2 contains 20033 members 
Entering Unmasked Estep 
Score: -24155404.000000 Penalty: 6057.174316
	Iteration 172Q: 3 clusters Score -2.41554e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181277 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -24155408.000000 Penalty: 6057.174316
	Iteration 173Q: 3 clusters Score -2.415541e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181388 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -24155418.000000 Penalty: 6057.174316
	Iteration 174Q: 3 clusters Score -2.415542e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181512 members 
Mstep: Class 2 contains 19686 members 
Entering Unmasked Estep 
Score: -24155420.000000 Penalty: 6057.174316
	Iteration 175Q: 3 clusters Score -2.415542e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181629 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -24155428.000000 Penalty: 6057.174316
	Iteration 176Q: 3 clusters Score -2.415543e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181748 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -24155384.000000 Penalty: 6057.174316
	Iteration 177Q: 3 clusters Score -2.415538e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181873 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -24155356.000000 Penalty: 6057.174316
	Iteration 178Q: 3 clusters Score -2.415536e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 19224 members 
Entering Unmasked Estep 
Score: -24155386.000000 Penalty: 6057.174316
	Iteration 179Q: 3 clusters Score -2.415539e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182082 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -24155432.000000 Penalty: 6057.174316
	Iteration 180F: 3 clusters Score -2.415543e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182203 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -24155460.000000 Penalty: 6057.174316
	Iteration 181Q: 3 clusters Score -2.415546e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182328 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -24155462.000000 Penalty: 6057.174316
	Iteration 182Q: 3 clusters Score -2.415546e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182453 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -24155448.000000 Penalty: 6057.174316
	Iteration 183Q: 3 clusters Score -2.415545e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182557 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -24155432.000000 Penalty: 6057.174316
	Iteration 184Q: 3 clusters Score -2.415543e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182658 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -24155438.000000 Penalty: 6057.174316
	Iteration 185Q: 3 clusters Score -2.415544e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182738 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -24155460.000000 Penalty: 6057.174316
	Iteration 186Q: 3 clusters Score -2.415546e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182810 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -24155470.000000 Penalty: 6057.174316
	Iteration 187Q: 3 clusters Score -2.415547e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182895 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -24155420.000000 Penalty: 6057.174316
	Iteration 188Q: 3 clusters Score -2.415542e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182961 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -24155424.000000 Penalty: 6057.174316
	Iteration 189Q: 3 clusters Score -2.415542e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183032 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -24155414.000000 Penalty: 6057.174316
	Iteration 190Q: 3 clusters Score -2.415541e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183100 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -24155430.000000 Penalty: 6057.174316
	Iteration 191Q: 3 clusters Score -2.415543e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183180 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -24155446.000000 Penalty: 6057.174316
	Iteration 192Q: 3 clusters Score -2.415545e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183268 members 
Mstep: Class 2 contains 17930 members 
Entering Unmasked Estep 
Score: -24155458.000000 Penalty: 6057.174316
	Iteration 193Q: 3 clusters Score -2.415546e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183345 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -24155444.000000 Penalty: 6057.174316
	Iteration 194Q: 3 clusters Score -2.415544e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183421 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -24155424.000000 Penalty: 6057.174316
	Iteration 195Q: 3 clusters Score -2.415542e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183499 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -24155378.000000 Penalty: 6057.174316
	Iteration 196Q: 3 clusters Score -2.415538e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183584 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -24155396.000000 Penalty: 6057.174316
	Iteration 197Q: 3 clusters Score -2.41554e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183669 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -24155458.000000 Penalty: 6057.174316
	Iteration 198Q: 3 clusters Score -2.415546e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183738 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -24155438.000000 Penalty: 6057.174316
	Iteration 199Q: 3 clusters Score -2.415544e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183807 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -24155432.000000 Penalty: 6057.174316
	Iteration 200F: 3 clusters Score -2.415543e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183872 members 
Mstep: Class 2 contains 17326 members 
Entering Unmasked Estep 
Score: -24155436.000000 Penalty: 6057.174316
	Iteration 201Q: 3 clusters Score -2.415544e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183939 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -24155406.000000 Penalty: 6057.174316
	Iteration 202Q: 3 clusters Score -2.415541e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183991 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -24155396.000000 Penalty: 6057.174316
	Iteration 203Q: 3 clusters Score -2.41554e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184042 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -24155386.000000 Penalty: 6057.174316
	Iteration 204Q: 3 clusters Score -2.415539e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184094 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -24155374.000000 Penalty: 6057.174316
	Iteration 205Q: 3 clusters Score -2.415537e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184143 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -24155364.000000 Penalty: 6057.174316
	Iteration 206Q: 3 clusters Score -2.415536e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184191 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -24155382.000000 Penalty: 6057.174316
	Iteration 207Q: 3 clusters Score -2.415538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184233 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -24155396.000000 Penalty: 6057.174316
	Iteration 208Q: 3 clusters Score -2.41554e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184281 members 
Mstep: Class 2 contains 16917 members 
Entering Unmasked Estep 
Score: -24155370.000000 Penalty: 6057.174316
	Iteration 209Q: 3 clusters Score -2.415537e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184333 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -24155384.000000 Penalty: 6057.174316
	Iteration 210Q: 3 clusters Score -2.415538e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184391 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -24155414.000000 Penalty: 6057.174316
	Iteration 211Q: 3 clusters Score -2.415541e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184455 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -24155434.000000 Penalty: 6057.174316
	Iteration 212Q: 3 clusters Score -2.415543e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184518 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -24155414.000000 Penalty: 6057.174316
	Iteration 213Q: 3 clusters Score -2.415541e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184587 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -24155376.000000 Penalty: 6057.174316
	Iteration 214Q: 3 clusters Score -2.415538e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184667 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -24155400.000000 Penalty: 6057.174316
	Iteration 215Q: 3 clusters Score -2.41554e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184765 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -24155444.000000 Penalty: 6057.174316
	Iteration 216Q: 3 clusters Score -2.415544e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184866 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -24155428.000000 Penalty: 6057.174316
	Iteration 217Q: 3 clusters Score -2.415543e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184956 members 
Mstep: Class 2 contains 16242 members 
Entering Unmasked Estep 
Score: -24155404.000000 Penalty: 6057.174316
	Iteration 218Q: 3 clusters Score -2.41554e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185064 members 
Mstep: Class 2 contains 16134 members 
Entering Unmasked Estep 
Score: -24155400.000000 Penalty: 6057.174316
	Iteration 219Q: 3 clusters Score -2.41554e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185173 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -24155356.000000 Penalty: 6057.174316
	Iteration 220F: 3 clusters Score -2.415536e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185281 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -24155330.000000 Penalty: 6057.174316
	Iteration 221Q: 3 clusters Score -2.415533e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185382 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -24155374.000000 Penalty: 6057.174316
	Iteration 222Q: 3 clusters Score -2.415537e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185482 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -24155340.000000 Penalty: 6057.174316
	Iteration 223Q: 3 clusters Score -2.415534e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185577 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -24155338.000000 Penalty: 6057.174316
	Iteration 224Q: 3 clusters Score -2.415534e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185658 members 
Mstep: Class 2 contains 15540 members 
Entering Unmasked Estep 
Score: -24155344.000000 Penalty: 6057.174316
	Iteration 225Q: 3 clusters Score -2.415534e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185729 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -24155338.000000 Penalty: 6057.174316
	Iteration 226Q: 3 clusters Score -2.415534e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185799 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -24155298.000000 Penalty: 6057.174316
	Iteration 227Q: 3 clusters Score -2.41553e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185881 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -24155306.000000 Penalty: 6057.174316
	Iteration 228Q: 3 clusters Score -2.415531e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185963 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -24155288.000000 Penalty: 6057.174316
	Iteration 229Q: 3 clusters Score -2.415529e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186039 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -24155300.000000 Penalty: 6057.174316
	Iteration 230Q: 3 clusters Score -2.41553e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186100 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -24155288.000000 Penalty: 6057.174316
	Iteration 231Q: 3 clusters Score -2.415529e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186159 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -24155292.000000 Penalty: 6057.174316
	Iteration 232Q: 3 clusters Score -2.415529e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186210 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -24155328.000000 Penalty: 6057.174316
	Iteration 233Q: 3 clusters Score -2.415533e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186252 members 
Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
Score: -24155344.000000 Penalty: 6057.174316
	Iteration 234Q: 3 clusters Score -2.415534e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186286 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -24155352.000000 Penalty: 6057.174316
	Iteration 235Q: 3 clusters Score -2.415535e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186318 members 
Mstep: Class 2 contains 14880 members 
Entering Unmasked Estep 
Score: -24155332.000000 Penalty: 6057.174316
	Iteration 236Q: 3 clusters Score -2.415533e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186348 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -24155326.000000 Penalty: 6057.174316
	Iteration 237Q: 3 clusters Score -2.415533e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186373 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -24155316.000000 Penalty: 6057.174316
	Iteration 238Q: 3 clusters Score -2.415532e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186401 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -24155302.000000 Penalty: 6057.174316
	Iteration 239Q: 3 clusters Score -2.41553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186427 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -24155298.000000 Penalty: 6057.174316
	Iteration 240F: 3 clusters Score -2.41553e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186450 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -24155296.000000 Penalty: 6057.174316
	Iteration 241Q: 3 clusters Score -2.41553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186475 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -24155300.000000 Penalty: 6057.174316
	Iteration 242Q: 3 clusters Score -2.41553e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186499 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -24155296.000000 Penalty: 6057.174316
	Iteration 243Q: 3 clusters Score -2.41553e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186520 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -24155300.000000 Penalty: 6057.174316
	Iteration 244Q: 3 clusters Score -2.41553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186538 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -24155306.000000 Penalty: 6057.174316
	Iteration 245Q: 3 clusters Score -2.415531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186554 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -24155314.000000 Penalty: 6057.174316
	Iteration 246Q: 3 clusters Score -2.415531e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186571 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -24155326.000000 Penalty: 6057.174316
	Iteration 247Q: 3 clusters Score -2.415533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186586 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -24155334.000000 Penalty: 6057.174316
	Iteration 248Q: 3 clusters Score -2.415533e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186597 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -24155330.000000 Penalty: 6057.174316
	Iteration 249Q: 3 clusters Score -2.415533e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186607 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -24155318.000000 Penalty: 6057.174316
	Iteration 250Q: 3 clusters Score -2.415532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186613 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -24155304.000000 Penalty: 6057.174316
	Iteration 251Q: 3 clusters Score -2.41553e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186624 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -24155278.000000 Penalty: 6057.174316
	Iteration 252Q: 3 clusters Score -2.415528e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186633 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -24155304.000000 Penalty: 6057.174316
	Iteration 253Q: 3 clusters Score -2.41553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186639 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -24155304.000000 Penalty: 6057.174316
	Iteration 254Q: 3 clusters Score -2.41553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186642 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -24155306.000000 Penalty: 6057.174316
	Iteration 255Q: 3 clusters Score -2.415531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186646 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -24155284.000000 Penalty: 6057.174316
	Iteration 256Q: 3 clusters Score -2.415528e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186650 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -24155300.000000 Penalty: 6057.174316
	Iteration 257Q: 3 clusters Score -2.41553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186651 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -24155304.000000 Penalty: 6057.174316
	Iteration 258Q: 3 clusters Score -2.41553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186652 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
Score: -24155306.000000 Penalty: 6057.174316
	Iteration 259Q: 3 clusters Score -2.415531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186653 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -24155306.000000 Penalty: 6057.174316
	Iteration 260F: 3 clusters Score -2.415531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Entering Unmasked Estep 
Score: -308632.000000 Penalty: 1964.090454
	Iteration 0F: 2 clusters Score -308632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -305517.937500 Penalty: 3928.180908
	Iteration 0F: 3 clusters Score -305517.9 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -306279.875000 Penalty: 3928.180908
	Iteration 1F: 3 clusters Score -306279.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -306530.781250 Penalty: 3928.180908
	Iteration 2F: 3 clusters Score -306530.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -306705.718750 Penalty: 3928.180908
	Iteration 3F: 3 clusters Score -306705.7 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -306831.812500 Penalty: 3928.180908
	Iteration 4F: 3 clusters Score -306831.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -306917.062500 Penalty: 3928.180908
	Iteration 5Q: 3 clusters Score -306917.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -306992.531250 Penalty: 3928.180908
	Iteration 6Q: 3 clusters Score -306992.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -307039.468750 Penalty: 3928.180908
	Iteration 7Q: 3 clusters Score -307039.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -307063.843750 Penalty: 3928.180908
	Iteration 8Q: 3 clusters Score -307063.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -307082.500000 Penalty: 3928.180908
	Iteration 9Q: 3 clusters Score -307082.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -307089.468750 Penalty: 3928.180908
	Iteration 10Q: 3 clusters Score -307089.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -307092.218750 Penalty: 3928.180908
	Iteration 11Q: 3 clusters Score -307092.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -307100.250000 Penalty: 3928.180908
	Iteration 12Q: 3 clusters Score -307100.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -307109.250000 Penalty: 3928.180908
	Iteration 13Q: 3 clusters Score -307109.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -307115.531250 Penalty: 3928.180908
	Iteration 14Q: 3 clusters Score -307115.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -307120.375000 Penalty: 3928.180908
	Iteration 15Q: 3 clusters Score -307120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -307123.656250 Penalty: 3928.180908
	Iteration 16Q: 3 clusters Score -307123.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -307124.968750 Penalty: 3928.180908
	Iteration 17Q: 3 clusters Score -307125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -307126.093750 Penalty: 3928.180908
	Iteration 18Q: 3 clusters Score -307126.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -307126.093750 Penalty: 3928.180908
	Iteration 19F: 3 clusters Score -307126.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -33890.707031 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -33890.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32675.628906 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -32675.63 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -32830.660156 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -32830.66 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32895.218750 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -32895.22 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32932.281250 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -32932.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32956.277344 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -32956.28 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -32972.109375 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -32972.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32973.484375 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -32973.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -32973.484375 Penalty: 2906.950195
	Iteration 7F: 3 clusters Score -32973.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Entering Unmasked Estep 
Score: -467839.968750 Penalty: 2061.896240
	Iteration 0F: 2 clusters Score -467840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -463953.281250 Penalty: 4123.792480
	Iteration 0F: 3 clusters Score -463953.3 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -465108.437500 Penalty: 4123.792480
	Iteration 1F: 3 clusters Score -465108.4 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -465541.750000 Penalty: 4123.792480
	Iteration 2F: 3 clusters Score -465541.8 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -465890.750000 Penalty: 4123.792480
	Iteration 3F: 3 clusters Score -465890.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -466111.875000 Penalty: 4123.792480
	Iteration 4F: 3 clusters Score -466111.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -466272.156250 Penalty: 4123.792480
	Iteration 5Q: 3 clusters Score -466272.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -466375.687500 Penalty: 4123.792480
	Iteration 6Q: 3 clusters Score -466375.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -466439.250000 Penalty: 4123.792480
	Iteration 7Q: 3 clusters Score -466439.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -466484.218750 Penalty: 4123.792480
	Iteration 8Q: 3 clusters Score -466484.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -466520.031250 Penalty: 4123.792480
	Iteration 9Q: 3 clusters Score -466520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -466554.531250 Penalty: 4123.792480
	Iteration 10Q: 3 clusters Score -466554.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -466572.781250 Penalty: 4123.792480
	Iteration 11Q: 3 clusters Score -466572.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -466588.968750 Penalty: 4123.792480
	Iteration 12Q: 3 clusters Score -466589 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -466602.000000 Penalty: 4123.792480
	Iteration 13Q: 3 clusters Score -466602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -466611.375000 Penalty: 4123.792480
	Iteration 14Q: 3 clusters Score -466611.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -466620.062500 Penalty: 4123.792480
	Iteration 15Q: 3 clusters Score -466620.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -466628.781250 Penalty: 4123.792480
	Iteration 16Q: 3 clusters Score -466628.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -466633.218750 Penalty: 4123.792480
	Iteration 17Q: 3 clusters Score -466633.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -466635.937500 Penalty: 4123.792480
	Iteration 18Q: 3 clusters Score -466635.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -466640.281250 Penalty: 4123.792480
	Iteration 19Q: 3 clusters Score -466640.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -466642.781250 Penalty: 4123.792480
	Iteration 20F: 3 clusters Score -466642.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -466643.906250 Penalty: 4123.792480
	Iteration 21Q: 3 clusters Score -466643.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -466646.812500 Penalty: 4123.792480
	Iteration 22Q: 3 clusters Score -466646.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -466647.750000 Penalty: 4123.792480
	Iteration 23Q: 3 clusters Score -466647.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -466647.750000 Penalty: 4123.792480
	Iteration 24F: 3 clusters Score -466647.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161600 members 
Entering Unmasked Estep 
Score: -19494280.000000 Penalty: 2974.234131
	Iteration 0F: 2 clusters Score -1.949428e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80647 members 
Mstep: Class 2 contains 80953 members 
Entering Unmasked Estep 
Score: -19388226.000000 Penalty: 5948.468262
	Iteration 0F: 3 clusters Score -1.938823e+07 nChanged 77394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77771 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -19432712.000000 Penalty: 5948.468262
	Iteration 1F: 3 clusters Score -1.943271e+07 nChanged 4748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76021 members 
Mstep: Class 2 contains 85579 members 
Entering Unmasked Estep 
Score: -19434014.000000 Penalty: 5948.468262
	Iteration 2Q: 3 clusters Score -1.943401e+07 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 88141 members 
Entering Unmasked Estep 
Score: -19435454.000000 Penalty: 5948.468262
	Iteration 3Q: 3 clusters Score -1.943545e+07 nChanged 5863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 91972 members 
Entering Unmasked Estep 
Score: -19437518.000000 Penalty: 5948.468262
	Iteration 4Q: 3 clusters Score -1.943752e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64051 members 
Mstep: Class 2 contains 97549 members 
Entering Unmasked Estep 
Score: -19440484.000000 Penalty: 5948.468262
	Iteration 5Q: 3 clusters Score -1.944048e+07 nChanged 8989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56262 members 
Mstep: Class 2 contains 105338 members 
Entering Unmasked Estep 
Score: -19445636.000000 Penalty: 5948.468262
	Iteration 6F: 3 clusters Score -1.944564e+07 nChanged 10883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Mstep: Class 2 contains 115331 members 
Entering Unmasked Estep 
Score: -19453536.000000 Penalty: 5948.468262
	Iteration 7F: 3 clusters Score -1.945354e+07 nChanged 11860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 126647 members 
Entering Unmasked Estep 
Score: -19463674.000000 Penalty: 5948.468262
	Iteration 8F: 3 clusters Score -1.946367e+07 nChanged 10677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 136988 members 
Entering Unmasked Estep 
Score: -19472994.000000 Penalty: 5948.468262
	Iteration 9F: 3 clusters Score -1.947299e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 144926 members 
Entering Unmasked Estep 
Score: -19480184.000000 Penalty: 5948.468262
	Iteration 10F: 3 clusters Score -1.948018e+07 nChanged 5768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 150618 members 
Entering Unmasked Estep 
Score: -19484862.000000 Penalty: 5948.468262
	Iteration 11Q: 3 clusters Score -1.948486e+07 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 154497 members 
Entering Unmasked Estep 
Score: -19487804.000000 Penalty: 5948.468262
	Iteration 12Q: 3 clusters Score -1.94878e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 157107 members 
Entering Unmasked Estep 
Score: -19489542.000000 Penalty: 5948.468262
	Iteration 13Q: 3 clusters Score -1.948954e+07 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 158705 members 
Entering Unmasked Estep 
Score: -19490492.000000 Penalty: 5948.468262
	Iteration 14Q: 3 clusters Score -1.949049e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 159636 members 
Entering Unmasked Estep 
Score: -19491086.000000 Penalty: 5948.468262
	Iteration 15Q: 3 clusters Score -1.949109e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 160131 members 
Entering Unmasked Estep 
Score: -19491348.000000 Penalty: 5948.468262
	Iteration 16Q: 3 clusters Score -1.949135e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 160412 members 
Entering Unmasked Estep 
Score: -19491538.000000 Penalty: 5948.468262
	Iteration 17Q: 3 clusters Score -1.949154e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 160578 members 
Entering Unmasked Estep 
Score: -19491658.000000 Penalty: 5948.468262
	Iteration 18Q: 3 clusters Score -1.949166e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 160688 members 
Entering Unmasked Estep 
Score: -19491782.000000 Penalty: 5948.468262
	Iteration 19Q: 3 clusters Score -1.949178e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 160749 members 
Entering Unmasked Estep 
Score: -19491820.000000 Penalty: 5948.468262
	Iteration 20F: 3 clusters Score -1.949182e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 160796 members 
Entering Unmasked Estep 
Score: -19491842.000000 Penalty: 5948.468262
	Iteration 21Q: 3 clusters Score -1.949184e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 160824 members 
Entering Unmasked Estep 
Score: -19491872.000000 Penalty: 5948.468262
	Iteration 22Q: 3 clusters Score -1.949187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 160837 members 
Entering Unmasked Estep 
Score: -19491880.000000 Penalty: 5948.468262
	Iteration 23Q: 3 clusters Score -1.949188e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 160853 members 
Entering Unmasked Estep 
Score: -19491894.000000 Penalty: 5948.468262
	Iteration 24Q: 3 clusters Score -1.949189e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 160865 members 
Entering Unmasked Estep 
Score: -19491894.000000 Penalty: 5948.468262
	Iteration 25Q: 3 clusters Score -1.949189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 160881 members 
Entering Unmasked Estep 
Score: -19491908.000000 Penalty: 5948.468262
	Iteration 26Q: 3 clusters Score -1.949191e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 160897 members 
Entering Unmasked Estep 
Score: -19491928.000000 Penalty: 5948.468262
	Iteration 27Q: 3 clusters Score -1.949193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 160907 members 
Entering Unmasked Estep 
Score: -19491948.000000 Penalty: 5948.468262
	Iteration 28Q: 3 clusters Score -1.949195e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -19491936.000000 Penalty: 5948.468262
	Iteration 29Q: 3 clusters Score -1.949194e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 160928 members 
Entering Unmasked Estep 
Score: -19491936.000000 Penalty: 5948.468262
	Iteration 30Q: 3 clusters Score -1.949194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 160930 members 
Entering Unmasked Estep 
Score: -19491926.000000 Penalty: 5948.468262
	Iteration 31Q: 3 clusters Score -1.949193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 160934 members 
Entering Unmasked Estep 
Score: -19491932.000000 Penalty: 5948.468262
	Iteration 32Q: 3 clusters Score -1.949193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 160936 members 
Entering Unmasked Estep 
Score: -19491926.000000 Penalty: 5948.468262
	Iteration 33Q: 3 clusters Score -1.949193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -19491948.000000 Penalty: 5948.468262
	Iteration 34Q: 3 clusters Score -1.949195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 160943 members 
Entering Unmasked Estep 
Score: -19491950.000000 Penalty: 5948.468262
	Iteration 35Q: 3 clusters Score -1.949195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 160949 members 
Entering Unmasked Estep 
Score: -19491950.000000 Penalty: 5948.468262
	Iteration 36Q: 3 clusters Score -1.949195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -19491952.000000 Penalty: 5948.468262
	Iteration 37Q: 3 clusters Score -1.949195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 160956 members 
Entering Unmasked Estep 
Score: -19491954.000000 Penalty: 5948.468262
	Iteration 38Q: 3 clusters Score -1.949195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 160954 members 
Entering Unmasked Estep 
Score: -19491960.000000 Penalty: 5948.468262
	Iteration 39Q: 3 clusters Score -1.949196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 160954 members 
Entering Unmasked Estep 
Score: -19491964.000000 Penalty: 5948.468262
	Iteration 40F: 3 clusters Score -1.949196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -19491954.000000 Penalty: 5948.468262
	Iteration 41Q: 3 clusters Score -1.949195e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 160955 members 
Entering Unmasked Estep 
Score: -19491954.000000 Penalty: 5948.468262
	Iteration 42F: 3 clusters Score -1.949195e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24852 members 
Entering Unmasked Estep 
Score: -3060033.250000 Penalty: 2509.931885
	Iteration 0F: 2 clusters Score -3060033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12358 members 
Mstep: Class 2 contains 12494 members 
Entering Unmasked Estep 
Score: -3042685.250000 Penalty: 5019.863770
	Iteration 0F: 3 clusters Score -3042685 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -3048600.250000 Penalty: 5019.863770
	Iteration 1F: 3 clusters Score -3048600 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -3048966.000000 Penalty: 5019.863770
	Iteration 2Q: 3 clusters Score -3048966 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -3049321.250000 Penalty: 5019.863770
	Iteration 3Q: 3 clusters Score -3049321 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -3049667.250000 Penalty: 5019.863770
	Iteration 4Q: 3 clusters Score -3049667 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3050006.250000 Penalty: 5019.863770
	Iteration 5Q: 3 clusters Score -3050006 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10668 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -3050361.000000 Penalty: 5019.863770
	Iteration 6Q: 3 clusters Score -3050361 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -3050869.500000 Penalty: 5019.863770
	Iteration 7Q: 3 clusters Score -3050870 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -3051525.000000 Penalty: 5019.863770
	Iteration 8Q: 3 clusters Score -3051525 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -3052397.500000 Penalty: 5019.863770
	Iteration 9Q: 3 clusters Score -3052398 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 17039 members 
Entering Unmasked Estep 
Score: -3053341.750000 Penalty: 5019.863770
	Iteration 10Q: 3 clusters Score -3053342 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -3054194.000000 Penalty: 5019.863770
	Iteration 11Q: 3 clusters Score -3054194 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -3054790.500000 Penalty: 5019.863770
	Iteration 12Q: 3 clusters Score -3054790 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3055196.000000 Penalty: 5019.863770
	Iteration 13Q: 3 clusters Score -3055196 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 19191 members 
Entering Unmasked Estep 
Score: -3055458.250000 Penalty: 5019.863770
	Iteration 14Q: 3 clusters Score -3055458 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3055707.500000 Penalty: 5019.863770
	Iteration 15Q: 3 clusters Score -3055708 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -3055937.500000 Penalty: 5019.863770
	Iteration 16Q: 3 clusters Score -3055938 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3056107.000000 Penalty: 5019.863770
	Iteration 17Q: 3 clusters Score -3056107 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -3056252.000000 Penalty: 5019.863770
	Iteration 18Q: 3 clusters Score -3056252 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 20972 members 
Entering Unmasked Estep 
Score: -3056378.500000 Penalty: 5019.863770
	Iteration 19Q: 3 clusters Score -3056378 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -3056502.500000 Penalty: 5019.863770
	Iteration 20F: 3 clusters Score -3056502 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -3056601.250000 Penalty: 5019.863770
	Iteration 21Q: 3 clusters Score -3056601 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 21765 members 
Entering Unmasked Estep 
Score: -3056692.000000 Penalty: 5019.863770
	Iteration 22Q: 3 clusters Score -3056692 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -3056766.000000 Penalty: 5019.863770
	Iteration 23Q: 3 clusters Score -3056766 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -3056851.750000 Penalty: 5019.863770
	Iteration 24Q: 3 clusters Score -3056852 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -3056929.000000 Penalty: 5019.863770
	Iteration 25Q: 3 clusters Score -3056929 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -3057010.750000 Penalty: 5019.863770
	Iteration 26Q: 3 clusters Score -3057011 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -3057070.250000 Penalty: 5019.863770
	Iteration 27Q: 3 clusters Score -3057070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -3057140.000000 Penalty: 5019.863770
	Iteration 28Q: 3 clusters Score -3057140 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3057219.750000 Penalty: 5019.863770
	Iteration 29Q: 3 clusters Score -3057220 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 23158 members 
Entering Unmasked Estep 
Score: -3057288.500000 Penalty: 5019.863770
	Iteration 30Q: 3 clusters Score -3057288 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -3057348.000000 Penalty: 5019.863770
	Iteration 31Q: 3 clusters Score -3057348 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -3057414.000000 Penalty: 5019.863770
	Iteration 32Q: 3 clusters Score -3057414 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 23537 members 
Entering Unmasked Estep 
Score: -3057471.250000 Penalty: 5019.863770
	Iteration 33Q: 3 clusters Score -3057471 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3057514.000000 Penalty: 5019.863770
	Iteration 34Q: 3 clusters Score -3057514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -3057561.500000 Penalty: 5019.863770
	Iteration 35Q: 3 clusters Score -3057562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -3057608.250000 Penalty: 5019.863770
	Iteration 36Q: 3 clusters Score -3057608 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -3057648.250000 Penalty: 5019.863770
	Iteration 37Q: 3 clusters Score -3057648 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -3057687.000000 Penalty: 5019.863770
	Iteration 38Q: 3 clusters Score -3057687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -3057715.000000 Penalty: 5019.863770
	Iteration 39Q: 3 clusters Score -3057715 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -3057741.250000 Penalty: 5019.863770
	Iteration 40F: 3 clusters Score -3057741 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 24071 members 
Entering Unmasked Estep 
Score: -3057765.500000 Penalty: 5019.863770
	Iteration 41Q: 3 clusters Score -3057766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -3057785.000000 Penalty: 5019.863770
	Iteration 42Q: 3 clusters Score -3057785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -3057798.250000 Penalty: 5019.863770
	Iteration 43Q: 3 clusters Score -3057798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 24141 members 
Entering Unmasked Estep 
Score: -3057811.750000 Penalty: 5019.863770
	Iteration 44Q: 3 clusters Score -3057812 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -3057820.750000 Penalty: 5019.863770
	Iteration 45Q: 3 clusters Score -3057821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -3057830.500000 Penalty: 5019.863770
	Iteration 46Q: 3 clusters Score -3057830 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24182 members 
Entering Unmasked Estep 
Score: -3057840.250000 Penalty: 5019.863770
	Iteration 47Q: 3 clusters Score -3057840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -3057842.500000 Penalty: 5019.863770
	Iteration 48Q: 3 clusters Score -3057842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3057845.250000 Penalty: 5019.863770
	Iteration 49Q: 3 clusters Score -3057845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -3057846.500000 Penalty: 5019.863770
	Iteration 50Q: 3 clusters Score -3057846 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3057846.500000 Penalty: 5019.863770
	Iteration 51Q: 3 clusters Score -3057846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 24199 members 
Entering Unmasked Estep 
Score: -3057845.750000 Penalty: 5019.863770
	Iteration 52Q: 3 clusters Score -3057846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 24200 members 
Entering Unmasked Estep 
Score: -3057846.000000 Penalty: 5019.863770
	Iteration 53Q: 3 clusters Score -3057846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3057844.250000 Penalty: 5019.863770
	Iteration 54Q: 3 clusters Score -3057844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3057844.250000 Penalty: 5019.863770
	Iteration 55F: 3 clusters Score -3057844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54825 members 
Entering Unmasked Estep 
Score: -6425308.500000 Penalty: 2706.151611
	Iteration 0F: 2 clusters Score -6425308 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 27551 members 
Entering Unmasked Estep 
Score: -6388513.000000 Penalty: 5412.303223
	Iteration 0F: 3 clusters Score -6388513 nChanged 25260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 29109 members 
Entering Unmasked Estep 
Score: -6402742.500000 Penalty: 5412.303223
	Iteration 1F: 3 clusters Score -6402742 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -6403331.000000 Penalty: 5412.303223
	Iteration 2Q: 3 clusters Score -6403331 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 31002 members 
Entering Unmasked Estep 
Score: -6403894.000000 Penalty: 5412.303223
	Iteration 3Q: 3 clusters Score -6403894 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -6404631.000000 Penalty: 5412.303223
	Iteration 4Q: 3 clusters Score -6404631 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -6405656.500000 Penalty: 5412.303223
	Iteration 5Q: 3 clusters Score -6405656 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 37445 members 
Entering Unmasked Estep 
Score: -6407399.000000 Penalty: 5412.303223
	Iteration 6F: 3 clusters Score -6407399 nChanged 3739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 41132 members 
Entering Unmasked Estep 
Score: -6410110.000000 Penalty: 5412.303223
	Iteration 7F: 3 clusters Score -6410110 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 45356 members 
Entering Unmasked Estep 
Score: -6413846.000000 Penalty: 5412.303223
	Iteration 8F: 3 clusters Score -6413846 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -6417774.500000 Penalty: 5412.303223
	Iteration 9F: 3 clusters Score -6417774 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 52225 members 
Entering Unmasked Estep 
Score: -6420639.500000 Penalty: 5412.303223
	Iteration 10F: 3 clusters Score -6420640 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -6421986.500000 Penalty: 5412.303223
	Iteration 11Q: 3 clusters Score -6421986 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 54249 members 
Entering Unmasked Estep 
Score: -6422540.500000 Penalty: 5412.303223
	Iteration 12Q: 3 clusters Score -6422540 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 54443 members 
Entering Unmasked Estep 
Score: -6422759.000000 Penalty: 5412.303223
	Iteration 13Q: 3 clusters Score -6422759 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 54515 members 
Entering Unmasked Estep 
Score: -6422859.000000 Penalty: 5412.303223
	Iteration 14Q: 3 clusters Score -6422859 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 54543 members 
Entering Unmasked Estep 
Score: -6422895.500000 Penalty: 5412.303223
	Iteration 15Q: 3 clusters Score -6422896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 54555 members 
Entering Unmasked Estep 
Score: -6422917.000000 Penalty: 5412.303223
	Iteration 16Q: 3 clusters Score -6422917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -6422936.000000 Penalty: 5412.303223
	Iteration 17Q: 3 clusters Score -6422936 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 54574 members 
Entering Unmasked Estep 
Score: -6422959.000000 Penalty: 5412.303223
	Iteration 18Q: 3 clusters Score -6422959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -6422965.000000 Penalty: 5412.303223
	Iteration 19Q: 3 clusters Score -6422965 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 54586 members 
Entering Unmasked Estep 
Score: -6422981.500000 Penalty: 5412.303223
	Iteration 20F: 3 clusters Score -6422982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 54587 members 
Entering Unmasked Estep 
Score: -6422981.000000 Penalty: 5412.303223
	Iteration 21Q: 3 clusters Score -6422981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -6422981.500000 Penalty: 5412.303223
	Iteration 22Q: 3 clusters Score -6422982 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 54589 members 
Entering Unmasked Estep 
Score: -6422985.500000 Penalty: 5412.303223
	Iteration 23Q: 3 clusters Score -6422986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6422984.000000 Penalty: 5412.303223
	Iteration 24Q: 3 clusters Score -6422984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 54591 members 
Entering Unmasked Estep 
Score: -6422984.000000 Penalty: 5412.303223
	Iteration 25F: 3 clusters Score -6422984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Entering Unmasked Estep 
Score: -2236577.500000 Penalty: 2436.489014
	Iteration 0F: 2 clusters Score -2236578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2223478.250000 Penalty: 4872.978027
	Iteration 0F: 3 clusters Score -2223478 nChanged 8065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -2228121.250000 Penalty: 4872.978027
	Iteration 1F: 3 clusters Score -2228121 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2229040.500000 Penalty: 4872.978027
	Iteration 2F: 3 clusters Score -2229040 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2230217.500000 Penalty: 4872.978027
	Iteration 3F: 3 clusters Score -2230218 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 11706 members 
Entering Unmasked Estep 
Score: -2231556.000000 Penalty: 4872.978027
	Iteration 4F: 3 clusters Score -2231556 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -2232931.750000 Penalty: 4872.978027
	Iteration 5F: 3 clusters Score -2232932 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2234146.000000 Penalty: 4872.978027
	Iteration 6F: 3 clusters Score -2234146 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -2234933.750000 Penalty: 4872.978027
	Iteration 7F: 3 clusters Score -2234934 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2235295.000000 Penalty: 4872.978027
	Iteration 8Q: 3 clusters Score -2235295 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -2235432.500000 Penalty: 4872.978027
	Iteration 9Q: 3 clusters Score -2235432 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -2235487.500000 Penalty: 4872.978027
	Iteration 10Q: 3 clusters Score -2235488 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -2235532.000000 Penalty: 4872.978027
	Iteration 11Q: 3 clusters Score -2235532 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -2235565.750000 Penalty: 4872.978027
	Iteration 12Q: 3 clusters Score -2235566 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2235591.000000 Penalty: 4872.978027
	Iteration 13Q: 3 clusters Score -2235591 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -2235603.500000 Penalty: 4872.978027
	Iteration 14Q: 3 clusters Score -2235604 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2235610.000000 Penalty: 4872.978027
	Iteration 15Q: 3 clusters Score -2235610 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2235616.000000 Penalty: 4872.978027
	Iteration 16Q: 3 clusters Score -2235616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2235619.500000 Penalty: 4872.978027
	Iteration 17Q: 3 clusters Score -2235620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -2235618.500000 Penalty: 4872.978027
	Iteration 18Q: 3 clusters Score -2235618 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2235625.500000 Penalty: 4872.978027
	Iteration 19Q: 3 clusters Score -2235626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 14488 members 
Entering Unmasked Estep 
Score: -2235629.500000 Penalty: 4872.978027
	Iteration 20F: 3 clusters Score -2235630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -2235636.250000 Penalty: 4872.978027
	Iteration 21Q: 3 clusters Score -2235636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2235637.750000 Penalty: 4872.978027
	Iteration 22Q: 3 clusters Score -2235638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -2235642.750000 Penalty: 4872.978027
	Iteration 23Q: 3 clusters Score -2235643 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
Score: -2235638.750000 Penalty: 4872.978027
	Iteration 24Q: 3 clusters Score -2235639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -2235640.000000 Penalty: 4872.978027
	Iteration 25Q: 3 clusters Score -2235640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2235639.250000 Penalty: 4872.978027
	Iteration 26Q: 3 clusters Score -2235639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2235650.750000 Penalty: 4872.978027
	Iteration 27Q: 3 clusters Score -2235651 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 14575 members 
Entering Unmasked Estep 
Score: -2235655.250000 Penalty: 4872.978027
	Iteration 28Q: 3 clusters Score -2235655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2235655.750000 Penalty: 4872.978027
	Iteration 29Q: 3 clusters Score -2235656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2235657.250000 Penalty: 4872.978027
	Iteration 30Q: 3 clusters Score -2235657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -2235656.250000 Penalty: 4872.978027
	Iteration 31Q: 3 clusters Score -2235656 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2235654.500000 Penalty: 4872.978027
	Iteration 32Q: 3 clusters Score -2235654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -2235650.750000 Penalty: 4872.978027
	Iteration 33Q: 3 clusters Score -2235651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -2235652.750000 Penalty: 4872.978027
	Iteration 34Q: 3 clusters Score -2235653 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2235651.500000 Penalty: 4872.978027
	Iteration 35Q: 3 clusters Score -2235652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2235656.250000 Penalty: 4872.978027
	Iteration 36Q: 3 clusters Score -2235656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 14605 members 
Entering Unmasked Estep 
Score: -2235659.750000 Penalty: 4872.978027
	Iteration 37Q: 3 clusters Score -2235660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 14607 members 
Entering Unmasked Estep 
Score: -2235659.750000 Penalty: 4872.978027
	Iteration 38Q: 3 clusters Score -2235660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2235657.500000 Penalty: 4872.978027
	Iteration 39Q: 3 clusters Score -2235658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -2235658.500000 Penalty: 4872.978027
	Iteration 40F: 3 clusters Score -2235658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 195696 members 
Mstep: Class 3 contains 201198 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161600 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 20 contains 54825 members 
Mstep: Class 22 contains 18482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111736.000000 Penalty: 33322.019531
Iteration 319Q: 11 clusters Score -8.111174e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 195708 members 
Mstep: Class 3 contains 201200 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161593 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 20 contains 54824 members 
Mstep: Class 22 contains 18478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111744.000000 Penalty: 33322.019531
Iteration 320F: 11 clusters Score -8.111174e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 195717 members 
Mstep: Class 3 contains 201200 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161584 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 20 contains 54824 members 
Mstep: Class 22 contains 18478 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111720.000000 Penalty: 33322.019531
Iteration 321Q: 11 clusters Score -8.111172e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 195724 members 
Mstep: Class 3 contains 201206 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161567 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 20 contains 54823 members 
Mstep: Class 22 contains 18480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111744.000000 Penalty: 33322.019531
Iteration 322Q: 11 clusters Score -8.111174e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 195737 members 
Mstep: Class 3 contains 201208 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161550 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 20 contains 54825 members 
Mstep: Class 22 contains 18480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111752.000000 Penalty: 33322.019531
Iteration 323Q: 11 clusters Score -8.111175e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 195760 members 
Mstep: Class 3 contains 201202 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161532 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 20 contains 54827 members 
Mstep: Class 22 contains 18479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111688.000000 Penalty: 33322.019531
Iteration 324Q: 11 clusters Score -8.111169e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 195780 members 
Mstep: Class 3 contains 201195 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161521 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 20 contains 54829 members 
Mstep: Class 22 contains 18475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111752.000000 Penalty: 33322.019531
Iteration 325Q: 11 clusters Score -8.111175e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 195801 members 
Mstep: Class 3 contains 201190 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161505 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 20 contains 54830 members 
Mstep: Class 22 contains 18473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111736.000000 Penalty: 33322.019531
Iteration 326Q: 11 clusters Score -8.111174e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 195820 members 
Mstep: Class 3 contains 201195 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161480 members 
Mstep: Class 14 contains 24852 members 
Mstep: Class 20 contains 54831 members 
Mstep: Class 22 contains 18473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111712.000000 Penalty: 33322.019531
Iteration 327Q: 11 clusters Score -8.111171e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 195842 members 
Mstep: Class 3 contains 201198 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161453 members 
Mstep: Class 14 contains 24853 members 
Mstep: Class 20 contains 54831 members 
Mstep: Class 22 contains 18473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111704.000000 Penalty: 33322.019531
Iteration 328Q: 11 clusters Score -8.11117e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 195872 members 
Mstep: Class 3 contains 201201 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161425 members 
Mstep: Class 14 contains 24853 members 
Mstep: Class 20 contains 54829 members 
Mstep: Class 22 contains 18470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111680.000000 Penalty: 33322.019531
Iteration 329Q: 11 clusters Score -8.111168e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 195885 members 
Mstep: Class 3 contains 201219 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161396 members 
Mstep: Class 14 contains 24851 members 
Mstep: Class 20 contains 54829 members 
Mstep: Class 22 contains 18469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111664.000000 Penalty: 33322.019531
Iteration 330Q: 11 clusters Score -8.111166e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 195915 members 
Mstep: Class 3 contains 201220 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161366 members 
Mstep: Class 14 contains 24850 members 
Mstep: Class 20 contains 54831 members 
Mstep: Class 22 contains 18468 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111728.000000 Penalty: 33322.019531
Iteration 331Q: 11 clusters Score -8.111173e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 195944 members 
Mstep: Class 3 contains 201228 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161334 members 
Mstep: Class 14 contains 24848 members 
Mstep: Class 20 contains 54830 members 
Mstep: Class 22 contains 18467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111784.000000 Penalty: 33322.019531
Iteration 332Q: 11 clusters Score -8.111178e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 195985 members 
Mstep: Class 3 contains 201222 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161302 members 
Mstep: Class 14 contains 24847 members 
Mstep: Class 20 contains 54830 members 
Mstep: Class 22 contains 18465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111776.000000 Penalty: 33322.019531
Iteration 333Q: 11 clusters Score -8.111178e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 196014 members 
Mstep: Class 3 contains 201215 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161280 members 
Mstep: Class 14 contains 24848 members 
Mstep: Class 20 contains 54831 members 
Mstep: Class 22 contains 18462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111720.000000 Penalty: 33322.019531
Iteration 334Q: 11 clusters Score -8.111172e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 196048 members 
Mstep: Class 3 contains 201215 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161245 members 
Mstep: Class 14 contains 24847 members 
Mstep: Class 20 contains 54831 members 
Mstep: Class 22 contains 18462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111760.000000 Penalty: 33322.019531
Iteration 335Q: 11 clusters Score -8.111176e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 196073 members 
Mstep: Class 3 contains 201210 members 
Mstep: Class 4 contains 2751 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161223 members 
Mstep: Class 14 contains 24846 members 
Mstep: Class 20 contains 54834 members 
Mstep: Class 22 contains 18461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111720.000000 Penalty: 33322.019531
Iteration 336Q: 11 clusters Score -8.111172e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 196105 members 
Mstep: Class 3 contains 201201 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161203 members 
Mstep: Class 14 contains 24845 members 
Mstep: Class 20 contains 54831 members 
Mstep: Class 22 contains 18461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111760.000000 Penalty: 33322.019531
Iteration 337Q: 11 clusters Score -8.111176e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 196119 members 
Mstep: Class 3 contains 201200 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161195 members 
Mstep: Class 14 contains 24843 members 
Mstep: Class 20 contains 54830 members 
Mstep: Class 22 contains 18461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111864.000000 Penalty: 33322.019531
Iteration 338Q: 11 clusters Score -8.111186e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 196136 members 
Mstep: Class 3 contains 201196 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161179 members 
Mstep: Class 14 contains 24842 members 
Mstep: Class 20 contains 54832 members 
Mstep: Class 22 contains 18461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111856.000000 Penalty: 33322.019531
Iteration 339Q: 11 clusters Score -8.111186e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196165 members 
Mstep: Class 3 contains 201193 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161151 members 
Mstep: Class 14 contains 24838 members 
Mstep: Class 20 contains 54833 members 
Mstep: Class 22 contains 18465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111816.000000 Penalty: 33322.019531
Iteration 340F: 11 clusters Score -8.111182e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 196168 members 
Mstep: Class 3 contains 201200 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4081 members 
Mstep: Class 8 contains 161141 members 
Mstep: Class 14 contains 24836 members 
Mstep: Class 20 contains 54836 members 
Mstep: Class 22 contains 18462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111848.000000 Penalty: 33322.019531
Iteration 341Q: 11 clusters Score -8.111185e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196193 members 
Mstep: Class 3 contains 201197 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161134 members 
Mstep: Class 14 contains 24832 members 
Mstep: Class 20 contains 54840 members 
Mstep: Class 22 contains 18448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111928.000000 Penalty: 33322.019531
Iteration 342Q: 11 clusters Score -8.111193e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196207 members 
Mstep: Class 3 contains 201197 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161123 members 
Mstep: Class 14 contains 24829 members 
Mstep: Class 20 contains 54842 members 
Mstep: Class 22 contains 18446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111928.000000 Penalty: 33322.019531
Iteration 343Q: 11 clusters Score -8.111193e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196219 members 
Mstep: Class 3 contains 201196 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161112 members 
Mstep: Class 14 contains 24828 members 
Mstep: Class 20 contains 54844 members 
Mstep: Class 22 contains 18445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111992.000000 Penalty: 33322.019531
Iteration 344Q: 11 clusters Score -8.111199e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196242 members 
Mstep: Class 3 contains 201191 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161105 members 
Mstep: Class 14 contains 24827 members 
Mstep: Class 20 contains 54842 members 
Mstep: Class 22 contains 18437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111912.000000 Penalty: 33322.019531
Iteration 345Q: 11 clusters Score -8.111191e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196269 members 
Mstep: Class 3 contains 201197 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161084 members 
Mstep: Class 14 contains 24823 members 
Mstep: Class 20 contains 54842 members 
Mstep: Class 22 contains 18429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111936.000000 Penalty: 33322.019531
Iteration 346Q: 11 clusters Score -8.111194e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196275 members 
Mstep: Class 3 contains 201204 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161071 members 
Mstep: Class 14 contains 24820 members 
Mstep: Class 20 contains 54846 members 
Mstep: Class 22 contains 18428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111960.000000 Penalty: 33322.019531
Iteration 347Q: 11 clusters Score -8.111196e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196269 members 
Mstep: Class 3 contains 201216 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161064 members 
Mstep: Class 14 contains 24817 members 
Mstep: Class 20 contains 54850 members 
Mstep: Class 22 contains 18428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111920.000000 Penalty: 33322.019531
Iteration 348Q: 11 clusters Score -8.111192e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196260 members 
Mstep: Class 3 contains 201226 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161060 members 
Mstep: Class 14 contains 24815 members 
Mstep: Class 20 contains 54855 members 
Mstep: Class 22 contains 18428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111936.000000 Penalty: 33322.019531
Iteration 349Q: 11 clusters Score -8.111194e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196255 members 
Mstep: Class 3 contains 201236 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161059 members 
Mstep: Class 14 contains 24811 members 
Mstep: Class 20 contains 54857 members 
Mstep: Class 22 contains 18426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 350Q: 11 clusters Score -8.11119e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 196249 members 
Mstep: Class 3 contains 201248 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161053 members 
Mstep: Class 14 contains 24811 members 
Mstep: Class 20 contains 54859 members 
Mstep: Class 22 contains 18426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111904.000000 Penalty: 33322.019531
Iteration 351Q: 11 clusters Score -8.11119e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 196246 members 
Mstep: Class 3 contains 201258 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161047 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 20 contains 54860 members 
Mstep: Class 22 contains 18427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111912.000000 Penalty: 33322.019531
Iteration 352Q: 11 clusters Score -8.111191e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 196248 members 
Mstep: Class 3 contains 201266 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161039 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 20 contains 54859 members 
Mstep: Class 22 contains 18426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111936.000000 Penalty: 33322.019531
Iteration 353Q: 11 clusters Score -8.111194e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20563 members 
Mstep: Class 2 contains 196242 members 
Mstep: Class 3 contains 201276 members 
Mstep: Class 4 contains 2752 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161036 members 
Mstep: Class 14 contains 24808 members 
Mstep: Class 20 contains 54859 members 
Mstep: Class 22 contains 18426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111928.000000 Penalty: 33322.019531
Iteration 354Q: 11 clusters Score -8.111193e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 196238 members 
Mstep: Class 3 contains 201278 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161034 members 
Mstep: Class 14 contains 24810 members 
Mstep: Class 20 contains 54862 members 
Mstep: Class 22 contains 18421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 355Q: 11 clusters Score -8.11119e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196241 members 
Mstep: Class 3 contains 201285 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161023 members 
Mstep: Class 14 contains 24809 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111888.000000 Penalty: 33322.019531
Iteration 356Q: 11 clusters Score -8.111189e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 196246 members 
Mstep: Class 3 contains 201291 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161014 members 
Mstep: Class 14 contains 24807 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111856.000000 Penalty: 33322.019531
Iteration 357Q: 11 clusters Score -8.111186e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196245 members 
Mstep: Class 3 contains 201297 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161015 members 
Mstep: Class 14 contains 24804 members 
Mstep: Class 20 contains 54862 members 
Mstep: Class 22 contains 18414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111864.000000 Penalty: 33322.019531
Iteration 358Q: 11 clusters Score -8.111186e+07 nChanged 51
Entering ConstructFrom: 
Score: -81111864.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20571 members 
Entering Unmasked Estep 
Score: -2473603.000000 Penalty: 2463.046143
	Iteration 0F: 2 clusters Score -2473603 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2459223.250000 Penalty: 4926.092285
	Iteration 0F: 3 clusters Score -2459223 nChanged 9016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2464306.500000 Penalty: 4926.092285
	Iteration 1F: 3 clusters Score -2464306 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -2465244.250000 Penalty: 4926.092285
	Iteration 2F: 3 clusters Score -2465244 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2466358.500000 Penalty: 4926.092285
	Iteration 3F: 3 clusters Score -2466358 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -2467582.000000 Penalty: 4926.092285
	Iteration 4F: 3 clusters Score -2467582 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -2468775.000000 Penalty: 4926.092285
	Iteration 5F: 3 clusters Score -2468775 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -2469818.500000 Penalty: 4926.092285
	Iteration 6F: 3 clusters Score -2469818 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -2470595.250000 Penalty: 4926.092285
	Iteration 7F: 3 clusters Score -2470595 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2471121.250000 Penalty: 4926.092285
	Iteration 8Q: 3 clusters Score -2471121 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -2471514.750000 Penalty: 4926.092285
	Iteration 9Q: 3 clusters Score -2471515 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -2471820.500000 Penalty: 4926.092285
	Iteration 10Q: 3 clusters Score -2471820 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2472064.500000 Penalty: 4926.092285
	Iteration 11Q: 3 clusters Score -2472064 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -2472259.000000 Penalty: 4926.092285
	Iteration 12Q: 3 clusters Score -2472259 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -2472402.250000 Penalty: 4926.092285
	Iteration 13Q: 3 clusters Score -2472402 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18173 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -2472467.000000 Penalty: 4926.092285
	Iteration 14Q: 3 clusters Score -2472467 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2472511.750000 Penalty: 4926.092285
	Iteration 15Q: 3 clusters Score -2472512 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -2472557.750000 Penalty: 4926.092285
	Iteration 16Q: 3 clusters Score -2472558 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2472595.750000 Penalty: 4926.092285
	Iteration 17Q: 3 clusters Score -2472596 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18667 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -2472628.250000 Penalty: 4926.092285
	Iteration 18Q: 3 clusters Score -2472628 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2472647.250000 Penalty: 4926.092285
	Iteration 19Q: 3 clusters Score -2472647 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2472681.250000 Penalty: 4926.092285
	Iteration 20F: 3 clusters Score -2472681 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2472696.750000 Penalty: 4926.092285
	Iteration 21Q: 3 clusters Score -2472697 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2472709.000000 Penalty: 4926.092285
	Iteration 22Q: 3 clusters Score -2472709 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18961 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2472719.750000 Penalty: 4926.092285
	Iteration 23Q: 3 clusters Score -2472720 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2472732.000000 Penalty: 4926.092285
	Iteration 24Q: 3 clusters Score -2472732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2472744.250000 Penalty: 4926.092285
	Iteration 25Q: 3 clusters Score -2472744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2472756.500000 Penalty: 4926.092285
	Iteration 26Q: 3 clusters Score -2472756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2472764.500000 Penalty: 4926.092285
	Iteration 27Q: 3 clusters Score -2472764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19091 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2472771.000000 Penalty: 4926.092285
	Iteration 28Q: 3 clusters Score -2472771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2472767.500000 Penalty: 4926.092285
	Iteration 29Q: 3 clusters Score -2472768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2472770.250000 Penalty: 4926.092285
	Iteration 30Q: 3 clusters Score -2472770 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2472778.500000 Penalty: 4926.092285
	Iteration 31Q: 3 clusters Score -2472778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2472784.000000 Penalty: 4926.092285
	Iteration 32Q: 3 clusters Score -2472784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2472783.250000 Penalty: 4926.092285
	Iteration 33Q: 3 clusters Score -2472783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2472788.750000 Penalty: 4926.092285
	Iteration 34Q: 3 clusters Score -2472789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2472788.750000 Penalty: 4926.092285
	Iteration 35F: 3 clusters Score -2472789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (196250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196250 members 
Entering Unmasked Estep 
Score: -23664214.000000 Penalty: 3022.411865
	Iteration 0F: 2 clusters Score -2.366421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98282 members 
Mstep: Class 2 contains 97968 members 
Entering Unmasked Estep 
Score: -23537072.000000 Penalty: 6044.823730
	Iteration 0F: 3 clusters Score -2.353707e+07 nChanged 94350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102844 members 
Mstep: Class 2 contains 93406 members 
Entering Unmasked Estep 
Score: -23592192.000000 Penalty: 6044.823730
	Iteration 1F: 3 clusters Score -2.359219e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 90570 members 
Entering Unmasked Estep 
Score: -23593342.000000 Penalty: 6044.823730
	Iteration 2Q: 3 clusters Score -2.359334e+07 nChanged 6719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110187 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -23595166.000000 Penalty: 6044.823730
	Iteration 3Q: 3 clusters Score -2.359517e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116846 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -23598350.000000 Penalty: 6044.823730
	Iteration 4Q: 3 clusters Score -2.359835e+07 nChanged 10454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126512 members 
Mstep: Class 2 contains 69738 members 
Entering Unmasked Estep 
Score: -23603796.000000 Penalty: 6044.823730
	Iteration 5F: 3 clusters Score -2.36038e+07 nChanged 13611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139789 members 
Mstep: Class 2 contains 56461 members 
Entering Unmasked Estep 
Score: -23613146.000000 Penalty: 6044.823730
	Iteration 6F: 3 clusters Score -2.361315e+07 nChanged 16482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156153 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -23626852.000000 Penalty: 6044.823730
	Iteration 7F: 3 clusters Score -2.362685e+07 nChanged 16747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172874 members 
Mstep: Class 2 contains 23376 members 
Entering Unmasked Estep 
Score: -23641198.000000 Penalty: 6044.823730
	Iteration 8F: 3 clusters Score -2.36412e+07 nChanged 12523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185385 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -23652454.000000 Penalty: 6044.823730
	Iteration 9F: 3 clusters Score -2.365245e+07 nChanged 6676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192051 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -23658258.000000 Penalty: 6044.823730
	Iteration 10Q: 3 clusters Score -2.365826e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194680 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -23660426.000000 Penalty: 6044.823730
	Iteration 11Q: 3 clusters Score -2.366043e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195493 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -23661152.000000 Penalty: 6044.823730
	Iteration 12Q: 3 clusters Score -2.366115e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195751 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -23661402.000000 Penalty: 6044.823730
	Iteration 13Q: 3 clusters Score -2.36614e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195828 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -23661494.000000 Penalty: 6044.823730
	Iteration 14Q: 3 clusters Score -2.366149e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195865 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -23661572.000000 Penalty: 6044.823730
	Iteration 15Q: 3 clusters Score -2.366157e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195894 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -23661608.000000 Penalty: 6044.823730
	Iteration 16Q: 3 clusters Score -2.366161e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195907 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -23661620.000000 Penalty: 6044.823730
	Iteration 17Q: 3 clusters Score -2.366162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195911 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -23661640.000000 Penalty: 6044.823730
	Iteration 18Q: 3 clusters Score -2.366164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195915 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23661660.000000 Penalty: 6044.823730
	Iteration 19Q: 3 clusters Score -2.366166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195915 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -23661654.000000 Penalty: 6044.823730
	Iteration 20F: 3 clusters Score -2.366165e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195916 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23661650.000000 Penalty: 6044.823730
	Iteration 21Q: 3 clusters Score -2.366165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195916 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -23661650.000000 Penalty: 6044.823730
	Iteration 22F: 3 clusters Score -2.366165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201295 members 
Entering Unmasked Estep 
Score: -24167508.000000 Penalty: 3028.706543
	Iteration 0F: 2 clusters Score -2.416751e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100829 members 
Mstep: Class 2 contains 100466 members 
Entering Unmasked Estep 
Score: -24034952.000000 Penalty: 6057.413086
	Iteration 0F: 3 clusters Score -2.403495e+07 nChanged 97210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104631 members 
Mstep: Class 2 contains 96664 members 
Entering Unmasked Estep 
Score: -24091820.000000 Penalty: 6057.413086
	Iteration 1F: 3 clusters Score -2.409182e+07 nChanged 5658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107219 members 
Mstep: Class 2 contains 94076 members 
Entering Unmasked Estep 
Score: -24093252.000000 Penalty: 6057.413086
	Iteration 2Q: 3 clusters Score -2.409325e+07 nChanged 6591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111236 members 
Mstep: Class 2 contains 90059 members 
Entering Unmasked Estep 
Score: -24095098.000000 Penalty: 6057.413086
	Iteration 3Q: 3 clusters Score -2.40951e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117465 members 
Mstep: Class 2 contains 83830 members 
Entering Unmasked Estep 
Score: -24098048.000000 Penalty: 6057.413086
	Iteration 4Q: 3 clusters Score -2.409805e+07 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126661 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -24103942.000000 Penalty: 6057.413086
	Iteration 5F: 3 clusters Score -2.410394e+07 nChanged 14133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139066 members 
Mstep: Class 2 contains 62229 members 
Entering Unmasked Estep 
Score: -24114564.000000 Penalty: 6057.413086
	Iteration 6F: 3 clusters Score -2.411456e+07 nChanged 16551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153873 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -24128942.000000 Penalty: 6057.413086
	Iteration 7F: 3 clusters Score -2.412894e+07 nChanged 15641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167888 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -24143808.000000 Penalty: 6057.413086
	Iteration 8F: 3 clusters Score -2.414381e+07 nChanged 10833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177305 members 
Mstep: Class 2 contains 23990 members 
Entering Unmasked Estep 
Score: -24153642.000000 Penalty: 6057.413086
	Iteration 9F: 3 clusters Score -2.415364e+07 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182110 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -24158618.000000 Penalty: 6057.413086
	Iteration 10Q: 3 clusters Score -2.415862e+07 nChanged 3767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184699 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -24161292.000000 Penalty: 6057.413086
	Iteration 11Q: 3 clusters Score -2.416129e+07 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186283 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -24163036.000000 Penalty: 6057.413086
	Iteration 12Q: 3 clusters Score -2.416304e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187364 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -24164180.000000 Penalty: 6057.413086
	Iteration 13Q: 3 clusters Score -2.416418e+07 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188156 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -24164972.000000 Penalty: 6057.413086
	Iteration 14Q: 3 clusters Score -2.416497e+07 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188717 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -24165586.000000 Penalty: 6057.413086
	Iteration 15Q: 3 clusters Score -2.416559e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189210 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -24165906.000000 Penalty: 6057.413086
	Iteration 16Q: 3 clusters Score -2.416591e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189544 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -24166076.000000 Penalty: 6057.413086
	Iteration 17Q: 3 clusters Score -2.416608e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189803 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -24166310.000000 Penalty: 6057.413086
	Iteration 18Q: 3 clusters Score -2.416631e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189996 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -24166404.000000 Penalty: 6057.413086
	Iteration 19Q: 3 clusters Score -2.41664e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190182 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -24166592.000000 Penalty: 6057.413086
	Iteration 20F: 3 clusters Score -2.416659e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190316 members 
Mstep: Class 2 contains 10979 members 
Entering Unmasked Estep 
Score: -24166668.000000 Penalty: 6057.413086
	Iteration 21Q: 3 clusters Score -2.416667e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190425 members 
Mstep: Class 2 contains 10870 members 
Entering Unmasked Estep 
Score: -24166644.000000 Penalty: 6057.413086
	Iteration 22Q: 3 clusters Score -2.416664e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190566 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -24166706.000000 Penalty: 6057.413086
	Iteration 23Q: 3 clusters Score -2.416671e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190687 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -24166752.000000 Penalty: 6057.413086
	Iteration 24Q: 3 clusters Score -2.416675e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190794 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -24166716.000000 Penalty: 6057.413086
	Iteration 25Q: 3 clusters Score -2.416672e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190884 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -24166738.000000 Penalty: 6057.413086
	Iteration 26Q: 3 clusters Score -2.416674e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190974 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -24166814.000000 Penalty: 6057.413086
	Iteration 27Q: 3 clusters Score -2.416681e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191050 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -24166798.000000 Penalty: 6057.413086
	Iteration 28Q: 3 clusters Score -2.41668e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191118 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -24166832.000000 Penalty: 6057.413086
	Iteration 29Q: 3 clusters Score -2.416683e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191169 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -24166830.000000 Penalty: 6057.413086
	Iteration 30Q: 3 clusters Score -2.416683e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191210 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -24166824.000000 Penalty: 6057.413086
	Iteration 31Q: 3 clusters Score -2.416682e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191261 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -24166818.000000 Penalty: 6057.413086
	Iteration 32Q: 3 clusters Score -2.416682e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191314 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -24166814.000000 Penalty: 6057.413086
	Iteration 33Q: 3 clusters Score -2.416681e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191373 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -24166814.000000 Penalty: 6057.413086
	Iteration 34Q: 3 clusters Score -2.416681e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191419 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -24166826.000000 Penalty: 6057.413086
	Iteration 35Q: 3 clusters Score -2.416683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191464 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -24166828.000000 Penalty: 6057.413086
	Iteration 36Q: 3 clusters Score -2.416683e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191514 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -24166844.000000 Penalty: 6057.413086
	Iteration 37Q: 3 clusters Score -2.416684e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191562 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -24166824.000000 Penalty: 6057.413086
	Iteration 38Q: 3 clusters Score -2.416682e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191610 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -24166810.000000 Penalty: 6057.413086
	Iteration 39Q: 3 clusters Score -2.416681e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191647 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -24166792.000000 Penalty: 6057.413086
	Iteration 40F: 3 clusters Score -2.416679e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191676 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -24166798.000000 Penalty: 6057.413086
	Iteration 41Q: 3 clusters Score -2.41668e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191705 members 
Mstep: Class 2 contains 9590 members 
Entering Unmasked Estep 
Score: -24166786.000000 Penalty: 6057.413086
	Iteration 42Q: 3 clusters Score -2.416679e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191731 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -24166778.000000 Penalty: 6057.413086
	Iteration 43Q: 3 clusters Score -2.416678e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191755 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -24166782.000000 Penalty: 6057.413086
	Iteration 44Q: 3 clusters Score -2.416678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191776 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -24166768.000000 Penalty: 6057.413086
	Iteration 45Q: 3 clusters Score -2.416677e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191801 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -24166792.000000 Penalty: 6057.413086
	Iteration 46Q: 3 clusters Score -2.416679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191817 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -24166800.000000 Penalty: 6057.413086
	Iteration 47Q: 3 clusters Score -2.41668e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191829 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -24166786.000000 Penalty: 6057.413086
	Iteration 48Q: 3 clusters Score -2.416679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191835 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -24166788.000000 Penalty: 6057.413086
	Iteration 49Q: 3 clusters Score -2.416679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191839 members 
Mstep: Class 2 contains 9456 members 
Entering Unmasked Estep 
Score: -24166782.000000 Penalty: 6057.413086
	Iteration 50Q: 3 clusters Score -2.416678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191845 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -24166778.000000 Penalty: 6057.413086
	Iteration 51Q: 3 clusters Score -2.416678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191851 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -24166774.000000 Penalty: 6057.413086
	Iteration 52Q: 3 clusters Score -2.416677e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191860 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -24166776.000000 Penalty: 6057.413086
	Iteration 53Q: 3 clusters Score -2.416678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191868 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -24166780.000000 Penalty: 6057.413086
	Iteration 54Q: 3 clusters Score -2.416678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191876 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -24166774.000000 Penalty: 6057.413086
	Iteration 55Q: 3 clusters Score -2.416677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191881 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -24166784.000000 Penalty: 6057.413086
	Iteration 56Q: 3 clusters Score -2.416678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191887 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -24166768.000000 Penalty: 6057.413086
	Iteration 57Q: 3 clusters Score -2.416677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191891 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -24166770.000000 Penalty: 6057.413086
	Iteration 58Q: 3 clusters Score -2.416677e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191895 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -24166814.000000 Penalty: 6057.413086
	Iteration 59Q: 3 clusters Score -2.416681e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191899 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -24166798.000000 Penalty: 6057.413086
	Iteration 60F: 3 clusters Score -2.41668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191903 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -24166802.000000 Penalty: 6057.413086
	Iteration 61Q: 3 clusters Score -2.41668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191907 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -24166788.000000 Penalty: 6057.413086
	Iteration 62Q: 3 clusters Score -2.416679e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191909 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -24166798.000000 Penalty: 6057.413086
	Iteration 63Q: 3 clusters Score -2.41668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191912 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -24166796.000000 Penalty: 6057.413086
	Iteration 64Q: 3 clusters Score -2.41668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191914 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -24166802.000000 Penalty: 6057.413086
	Iteration 65Q: 3 clusters Score -2.41668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191920 members 
Mstep: Class 2 contains 9375 members 
Entering Unmasked Estep 
Score: -24166792.000000 Penalty: 6057.413086
	Iteration 66Q: 3 clusters Score -2.416679e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191923 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -24166802.000000 Penalty: 6057.413086
	Iteration 67Q: 3 clusters Score -2.41668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191927 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -24166810.000000 Penalty: 6057.413086
	Iteration 68Q: 3 clusters Score -2.416681e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191932 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -24166802.000000 Penalty: 6057.413086
	Iteration 69Q: 3 clusters Score -2.41668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191940 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -24166810.000000 Penalty: 6057.413086
	Iteration 70Q: 3 clusters Score -2.416681e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191953 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -24166826.000000 Penalty: 6057.413086
	Iteration 71Q: 3 clusters Score -2.416683e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191958 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -24166818.000000 Penalty: 6057.413086
	Iteration 72Q: 3 clusters Score -2.416682e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191965 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -24166806.000000 Penalty: 6057.413086
	Iteration 73Q: 3 clusters Score -2.416681e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191973 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -24166814.000000 Penalty: 6057.413086
	Iteration 74Q: 3 clusters Score -2.416681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191979 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -24166804.000000 Penalty: 6057.413086
	Iteration 75Q: 3 clusters Score -2.41668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191986 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -24166798.000000 Penalty: 6057.413086
	Iteration 76Q: 3 clusters Score -2.41668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191991 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -24166808.000000 Penalty: 6057.413086
	Iteration 77Q: 3 clusters Score -2.416681e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191995 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -24166824.000000 Penalty: 6057.413086
	Iteration 78Q: 3 clusters Score -2.416682e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192000 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -24166826.000000 Penalty: 6057.413086
	Iteration 79Q: 3 clusters Score -2.416683e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192003 members 
Mstep: Class 2 contains 9292 members 
Entering Unmasked Estep 
Score: -24166812.000000 Penalty: 6057.413086
	Iteration 80F: 3 clusters Score -2.416681e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192006 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -24166782.000000 Penalty: 6057.413086
	Iteration 81Q: 3 clusters Score -2.416678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192009 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -24166802.000000 Penalty: 6057.413086
	Iteration 82Q: 3 clusters Score -2.41668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192018 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -24166790.000000 Penalty: 6057.413086
	Iteration 83Q: 3 clusters Score -2.416679e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192024 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -24166774.000000 Penalty: 6057.413086
	Iteration 84Q: 3 clusters Score -2.416677e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192029 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -24166780.000000 Penalty: 6057.413086
	Iteration 85Q: 3 clusters Score -2.416678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192032 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -24166768.000000 Penalty: 6057.413086
	Iteration 86Q: 3 clusters Score -2.416677e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192034 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -24166784.000000 Penalty: 6057.413086
	Iteration 87Q: 3 clusters Score -2.416678e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192037 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -24166768.000000 Penalty: 6057.413086
	Iteration 88Q: 3 clusters Score -2.416677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192038 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -24166774.000000 Penalty: 6057.413086
	Iteration 89Q: 3 clusters Score -2.416677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192039 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -24166780.000000 Penalty: 6057.413086
	Iteration 90Q: 3 clusters Score -2.416678e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192039 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -24166780.000000 Penalty: 6057.413086
	Iteration 91F: 3 clusters Score -2.416678e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Entering Unmasked Estep 
Score: -308974.937500 Penalty: 1964.360840
	Iteration 0F: 2 clusters Score -308974.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -305842.406250 Penalty: 3928.721680
	Iteration 0F: 3 clusters Score -305842.4 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -306480.093750 Penalty: 3928.721680
	Iteration 1F: 3 clusters Score -306480.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -306718.562500 Penalty: 3928.721680
	Iteration 2F: 3 clusters Score -306718.6 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -306816.687500 Penalty: 3928.721680
	Iteration 3Q: 3 clusters Score -306816.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -306920.187500 Penalty: 3928.721680
	Iteration 4Q: 3 clusters Score -306920.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -306983.156250 Penalty: 3928.721680
	Iteration 5Q: 3 clusters Score -306983.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -307028.593750 Penalty: 3928.721680
	Iteration 6Q: 3 clusters Score -307028.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -307058.375000 Penalty: 3928.721680
	Iteration 7Q: 3 clusters Score -307058.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -307085.562500 Penalty: 3928.721680
	Iteration 8Q: 3 clusters Score -307085.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -307107.906250 Penalty: 3928.721680
	Iteration 9Q: 3 clusters Score -307107.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -307126.125000 Penalty: 3928.721680
	Iteration 10Q: 3 clusters Score -307126.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -307145.687500 Penalty: 3928.721680
	Iteration 11Q: 3 clusters Score -307145.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -307159.718750 Penalty: 3928.721680
	Iteration 12Q: 3 clusters Score -307159.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -307178.906250 Penalty: 3928.721680
	Iteration 13Q: 3 clusters Score -307178.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -307200.750000 Penalty: 3928.721680
	Iteration 14Q: 3 clusters Score -307200.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -307217.781250 Penalty: 3928.721680
	Iteration 15Q: 3 clusters Score -307217.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -307228.000000 Penalty: 3928.721680
	Iteration 16Q: 3 clusters Score -307228 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -307232.343750 Penalty: 3928.721680
	Iteration 17Q: 3 clusters Score -307232.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -307235.593750 Penalty: 3928.721680
	Iteration 18Q: 3 clusters Score -307235.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -307240.687500 Penalty: 3928.721680
	Iteration 19Q: 3 clusters Score -307240.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -307245.375000 Penalty: 3928.721680
	Iteration 20F: 3 clusters Score -307245.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -307250.031250 Penalty: 3928.721680
	Iteration 21Q: 3 clusters Score -307250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -307253.406250 Penalty: 3928.721680
	Iteration 22Q: 3 clusters Score -307253.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -307253.593750 Penalty: 3928.721680
	Iteration 23Q: 3 clusters Score -307253.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -307254.187500 Penalty: 3928.721680
	Iteration 24Q: 3 clusters Score -307254.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -307255.062500 Penalty: 3928.721680
	Iteration 25Q: 3 clusters Score -307255.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -307256.531250 Penalty: 3928.721680
	Iteration 26Q: 3 clusters Score -307256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -307256.531250 Penalty: 3928.721680
	Iteration 27Q: 3 clusters Score -307256.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -307257.343750 Penalty: 3928.721680
	Iteration 28Q: 3 clusters Score -307257.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -307259.500000 Penalty: 3928.721680
	Iteration 29Q: 3 clusters Score -307259.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -307262.218750 Penalty: 3928.721680
	Iteration 30Q: 3 clusters Score -307262.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -307265.125000 Penalty: 3928.721680
	Iteration 31Q: 3 clusters Score -307265.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -307268.593750 Penalty: 3928.721680
	Iteration 32Q: 3 clusters Score -307268.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -307269.562500 Penalty: 3928.721680
	Iteration 33Q: 3 clusters Score -307269.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -307272.812500 Penalty: 3928.721680
	Iteration 34Q: 3 clusters Score -307272.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -307277.125000 Penalty: 3928.721680
	Iteration 35Q: 3 clusters Score -307277.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -307282.500000 Penalty: 3928.721680
	Iteration 36Q: 3 clusters Score -307282.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -307290.406250 Penalty: 3928.721680
	Iteration 37Q: 3 clusters Score -307290.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -307299.062500 Penalty: 3928.721680
	Iteration 38Q: 3 clusters Score -307299.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -307304.156250 Penalty: 3928.721680
	Iteration 39Q: 3 clusters Score -307304.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -307311.718750 Penalty: 3928.721680
	Iteration 40F: 3 clusters Score -307311.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -307318.062500 Penalty: 3928.721680
	Iteration 41Q: 3 clusters Score -307318.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -307323.281250 Penalty: 3928.721680
	Iteration 42Q: 3 clusters Score -307323.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -307325.968750 Penalty: 3928.721680
	Iteration 43Q: 3 clusters Score -307326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -307331.250000 Penalty: 3928.721680
	Iteration 44Q: 3 clusters Score -307331.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307337.656250 Penalty: 3928.721680
	Iteration 45Q: 3 clusters Score -307337.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -307339.437500 Penalty: 3928.721680
	Iteration 46Q: 3 clusters Score -307339.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -307340.343750 Penalty: 3928.721680
	Iteration 47Q: 3 clusters Score -307340.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -307342.000000 Penalty: 3928.721680
	Iteration 48Q: 3 clusters Score -307342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -307343.218750 Penalty: 3928.721680
	Iteration 49Q: 3 clusters Score -307343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -307343.406250 Penalty: 3928.721680
	Iteration 50Q: 3 clusters Score -307343.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -307343.406250 Penalty: 3928.721680
	Iteration 51F: 3 clusters Score -307343.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -33890.707031 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -33890.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32571.009766 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -32571.01 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -32741.113281 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -32741.11 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32779.265625 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -32779.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -32800.871094 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -32800.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -32818.796875 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -32818.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -32832.445312 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -32832.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -32839.476562 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -32839.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32845.214844 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -32845.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -32845.214844 Penalty: 2906.950195
	Iteration 8F: 3 clusters Score -32845.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Entering Unmasked Estep 
Score: -467957.093750 Penalty: 2061.957031
	Iteration 0F: 2 clusters Score -467957.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -463988.218750 Penalty: 4123.914062
	Iteration 0F: 3 clusters Score -463988.2 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -464885.375000 Penalty: 4123.914062
	Iteration 1F: 3 clusters Score -464885.4 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -465254.718750 Penalty: 4123.914062
	Iteration 2F: 3 clusters Score -465254.7 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -465467.500000 Penalty: 4123.914062
	Iteration 3F: 3 clusters Score -465467.5 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -465646.500000 Penalty: 4123.914062
	Iteration 4F: 3 clusters Score -465646.5 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -465794.093750 Penalty: 4123.914062
	Iteration 5Q: 3 clusters Score -465794.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -465937.468750 Penalty: 4123.914062
	Iteration 6Q: 3 clusters Score -465937.5 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -466064.593750 Penalty: 4123.914062
	Iteration 7Q: 3 clusters Score -466064.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -466186.656250 Penalty: 4123.914062
	Iteration 8Q: 3 clusters Score -466186.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -466300.031250 Penalty: 4123.914062
	Iteration 9Q: 3 clusters Score -466300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -466421.906250 Penalty: 4123.914062
	Iteration 10Q: 3 clusters Score -466421.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -466513.281250 Penalty: 4123.914062
	Iteration 11Q: 3 clusters Score -466513.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -466607.093750 Penalty: 4123.914062
	Iteration 12Q: 3 clusters Score -466607.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -466687.562500 Penalty: 4123.914062
	Iteration 13Q: 3 clusters Score -466687.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -466743.843750 Penalty: 4123.914062
	Iteration 14Q: 3 clusters Score -466743.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -466772.375000 Penalty: 4123.914062
	Iteration 15Q: 3 clusters Score -466772.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -466792.750000 Penalty: 4123.914062
	Iteration 16Q: 3 clusters Score -466792.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -466800.468750 Penalty: 4123.914062
	Iteration 17Q: 3 clusters Score -466800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -466805.031250 Penalty: 4123.914062
	Iteration 18Q: 3 clusters Score -466805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -466806.437500 Penalty: 4123.914062
	Iteration 19Q: 3 clusters Score -466806.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -466810.687500 Penalty: 4123.914062
	Iteration 20F: 3 clusters Score -466810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -466812.781250 Penalty: 4123.914062
	Iteration 21Q: 3 clusters Score -466812.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -466818.562500 Penalty: 4123.914062
	Iteration 22Q: 3 clusters Score -466818.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -466820.718750 Penalty: 4123.914062
	Iteration 23Q: 3 clusters Score -466820.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -466821.937500 Penalty: 4123.914062
	Iteration 24Q: 3 clusters Score -466821.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -466822.812500 Penalty: 4123.914062
	Iteration 25Q: 3 clusters Score -466822.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -466823.750000 Penalty: 4123.914062
	Iteration 26Q: 3 clusters Score -466823.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -466823.093750 Penalty: 4123.914062
	Iteration 27Q: 3 clusters Score -466823.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -466823.093750 Penalty: 4123.914062
	Iteration 28F: 3 clusters Score -466823.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (161015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161015 members 
Entering Unmasked Estep 
Score: -19424216.000000 Penalty: 2973.334717
	Iteration 0F: 2 clusters Score -1.942422e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80561 members 
Mstep: Class 2 contains 80454 members 
Entering Unmasked Estep 
Score: -19318406.000000 Penalty: 5946.669434
	Iteration 0F: 3 clusters Score -1.931841e+07 nChanged 77139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81250 members 
Mstep: Class 2 contains 79765 members 
Entering Unmasked Estep 
Score: -19362722.000000 Penalty: 5946.669434
	Iteration 1F: 3 clusters Score -1.936272e+07 nChanged 4527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -19363598.000000 Penalty: 5946.669434
	Iteration 2Q: 3 clusters Score -1.93636e+07 nChanged 4728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81267 members 
Mstep: Class 2 contains 79748 members 
Entering Unmasked Estep 
Score: -19364696.000000 Penalty: 5946.669434
	Iteration 3Q: 3 clusters Score -1.93647e+07 nChanged 5100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81255 members 
Mstep: Class 2 contains 79760 members 
Entering Unmasked Estep 
Score: -19366198.000000 Penalty: 5946.669434
	Iteration 4Q: 3 clusters Score -1.93662e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81174 members 
Mstep: Class 2 contains 79841 members 
Entering Unmasked Estep 
Score: -19368102.000000 Penalty: 5946.669434
	Iteration 5Q: 3 clusters Score -1.93681e+07 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81018 members 
Mstep: Class 2 contains 79997 members 
Entering Unmasked Estep 
Score: -19370570.000000 Penalty: 5946.669434
	Iteration 6Q: 3 clusters Score -1.937057e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80672 members 
Mstep: Class 2 contains 80343 members 
Entering Unmasked Estep 
Score: -19374504.000000 Penalty: 5946.669434
	Iteration 7Q: 3 clusters Score -1.93745e+07 nChanged 8853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80085 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -19379790.000000 Penalty: 5946.669434
	Iteration 8F: 3 clusters Score -1.937979e+07 nChanged 9785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79406 members 
Mstep: Class 2 contains 81609 members 
Entering Unmasked Estep 
Score: -19386546.000000 Penalty: 5946.669434
	Iteration 9F: 3 clusters Score -1.938655e+07 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78701 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -19392086.000000 Penalty: 5946.669434
	Iteration 10F: 3 clusters Score -1.939209e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78054 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -19394796.000000 Penalty: 5946.669434
	Iteration 11Q: 3 clusters Score -1.93948e+07 nChanged 4132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77370 members 
Mstep: Class 2 contains 83645 members 
Entering Unmasked Estep 
Score: -19395698.000000 Penalty: 5946.669434
	Iteration 12Q: 3 clusters Score -1.93957e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76643 members 
Mstep: Class 2 contains 84372 members 
Entering Unmasked Estep 
Score: -19396032.000000 Penalty: 5946.669434
	Iteration 13Q: 3 clusters Score -1.939603e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75836 members 
Mstep: Class 2 contains 85179 members 
Entering Unmasked Estep 
Score: -19396220.000000 Penalty: 5946.669434
	Iteration 14Q: 3 clusters Score -1.939622e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74976 members 
Mstep: Class 2 contains 86039 members 
Entering Unmasked Estep 
Score: -19396518.000000 Penalty: 5946.669434
	Iteration 15Q: 3 clusters Score -1.939652e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74007 members 
Mstep: Class 2 contains 87008 members 
Entering Unmasked Estep 
Score: -19396754.000000 Penalty: 5946.669434
	Iteration 16Q: 3 clusters Score -1.939675e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72963 members 
Mstep: Class 2 contains 88052 members 
Entering Unmasked Estep 
Score: -19397080.000000 Penalty: 5946.669434
	Iteration 17Q: 3 clusters Score -1.939708e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71871 members 
Mstep: Class 2 contains 89144 members 
Entering Unmasked Estep 
Score: -19397310.000000 Penalty: 5946.669434
	Iteration 18Q: 3 clusters Score -1.939731e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70732 members 
Mstep: Class 2 contains 90283 members 
Entering Unmasked Estep 
Score: -19397528.000000 Penalty: 5946.669434
	Iteration 19Q: 3 clusters Score -1.939753e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69543 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -19397852.000000 Penalty: 5946.669434
	Iteration 20F: 3 clusters Score -1.939785e+07 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68325 members 
Mstep: Class 2 contains 92690 members 
Entering Unmasked Estep 
Score: -19398194.000000 Penalty: 5946.669434
	Iteration 21Q: 3 clusters Score -1.939819e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67089 members 
Mstep: Class 2 contains 93926 members 
Entering Unmasked Estep 
Score: -19398414.000000 Penalty: 5946.669434
	Iteration 22Q: 3 clusters Score -1.939841e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 95197 members 
Entering Unmasked Estep 
Score: -19398796.000000 Penalty: 5946.669434
	Iteration 23Q: 3 clusters Score -1.93988e+07 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64485 members 
Mstep: Class 2 contains 96530 members 
Entering Unmasked Estep 
Score: -19399114.000000 Penalty: 5946.669434
	Iteration 24Q: 3 clusters Score -1.939911e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63096 members 
Mstep: Class 2 contains 97919 members 
Entering Unmasked Estep 
Score: -19399408.000000 Penalty: 5946.669434
	Iteration 25Q: 3 clusters Score -1.939941e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 99386 members 
Entering Unmasked Estep 
Score: -19399800.000000 Penalty: 5946.669434
	Iteration 26Q: 3 clusters Score -1.93998e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60122 members 
Mstep: Class 2 contains 100893 members 
Entering Unmasked Estep 
Score: -19400154.000000 Penalty: 5946.669434
	Iteration 27Q: 3 clusters Score -1.940015e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58614 members 
Mstep: Class 2 contains 102401 members 
Entering Unmasked Estep 
Score: -19400482.000000 Penalty: 5946.669434
	Iteration 28Q: 3 clusters Score -1.940048e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57036 members 
Mstep: Class 2 contains 103979 members 
Entering Unmasked Estep 
Score: -19401000.000000 Penalty: 5946.669434
	Iteration 29Q: 3 clusters Score -1.9401e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55397 members 
Mstep: Class 2 contains 105618 members 
Entering Unmasked Estep 
Score: -19401386.000000 Penalty: 5946.669434
	Iteration 30Q: 3 clusters Score -1.940139e+07 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -19401854.000000 Penalty: 5946.669434
	Iteration 31Q: 3 clusters Score -1.940185e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 109064 members 
Entering Unmasked Estep 
Score: -19402328.000000 Penalty: 5946.669434
	Iteration 32Q: 3 clusters Score -1.940233e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50181 members 
Mstep: Class 2 contains 110834 members 
Entering Unmasked Estep 
Score: -19402706.000000 Penalty: 5946.669434
	Iteration 33Q: 3 clusters Score -1.940271e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 112657 members 
Entering Unmasked Estep 
Score: -19403292.000000 Penalty: 5946.669434
	Iteration 34Q: 3 clusters Score -1.940329e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -19403796.000000 Penalty: 5946.669434
	Iteration 35Q: 3 clusters Score -1.94038e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 116539 members 
Entering Unmasked Estep 
Score: -19404328.000000 Penalty: 5946.669434
	Iteration 36Q: 3 clusters Score -1.940433e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Mstep: Class 2 contains 118571 members 
Entering Unmasked Estep 
Score: -19404824.000000 Penalty: 5946.669434
	Iteration 37Q: 3 clusters Score -1.940482e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 120729 members 
Entering Unmasked Estep 
Score: -19405252.000000 Penalty: 5946.669434
	Iteration 38Q: 3 clusters Score -1.940525e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37978 members 
Mstep: Class 2 contains 123037 members 
Entering Unmasked Estep 
Score: -19405970.000000 Penalty: 5946.669434
	Iteration 39Q: 3 clusters Score -1.940597e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 125390 members 
Entering Unmasked Estep 
Score: -19406686.000000 Penalty: 5946.669434
	Iteration 40F: 3 clusters Score -1.940669e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 127836 members 
Entering Unmasked Estep 
Score: -19407326.000000 Penalty: 5946.669434
	Iteration 41Q: 3 clusters Score -1.940733e+07 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30685 members 
Mstep: Class 2 contains 130330 members 
Entering Unmasked Estep 
Score: -19408248.000000 Penalty: 5946.669434
	Iteration 42Q: 3 clusters Score -1.940825e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28133 members 
Mstep: Class 2 contains 132882 members 
Entering Unmasked Estep 
Score: -19409238.000000 Penalty: 5946.669434
	Iteration 43Q: 3 clusters Score -1.940924e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 135548 members 
Entering Unmasked Estep 
Score: -19410368.000000 Penalty: 5946.669434
	Iteration 44Q: 3 clusters Score -1.941037e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 138263 members 
Entering Unmasked Estep 
Score: -19411698.000000 Penalty: 5946.669434
	Iteration 45Q: 3 clusters Score -1.94117e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20031 members 
Mstep: Class 2 contains 140984 members 
Entering Unmasked Estep 
Score: -19412972.000000 Penalty: 5946.669434
	Iteration 46Q: 3 clusters Score -1.941297e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 143612 members 
Entering Unmasked Estep 
Score: -19414396.000000 Penalty: 5946.669434
	Iteration 47Q: 3 clusters Score -1.94144e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 146142 members 
Entering Unmasked Estep 
Score: -19415792.000000 Penalty: 5946.669434
	Iteration 48Q: 3 clusters Score -1.941579e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 148586 members 
Entering Unmasked Estep 
Score: -19417174.000000 Penalty: 5946.669434
	Iteration 49Q: 3 clusters Score -1.941717e+07 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 150754 members 
Entering Unmasked Estep 
Score: -19418188.000000 Penalty: 5946.669434
	Iteration 50Q: 3 clusters Score -1.941819e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 152638 members 
Entering Unmasked Estep 
Score: -19419216.000000 Penalty: 5946.669434
	Iteration 51Q: 3 clusters Score -1.941922e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 154236 members 
Entering Unmasked Estep 
Score: -19419988.000000 Penalty: 5946.669434
	Iteration 52Q: 3 clusters Score -1.941999e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 155483 members 
Entering Unmasked Estep 
Score: -19420526.000000 Penalty: 5946.669434
	Iteration 53Q: 3 clusters Score -1.942053e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 156470 members 
Entering Unmasked Estep 
Score: -19420830.000000 Penalty: 5946.669434
	Iteration 54Q: 3 clusters Score -1.942083e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 157236 members 
Entering Unmasked Estep 
Score: -19421082.000000 Penalty: 5946.669434
	Iteration 55Q: 3 clusters Score -1.942108e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 157792 members 
Entering Unmasked Estep 
Score: -19421394.000000 Penalty: 5946.669434
	Iteration 56Q: 3 clusters Score -1.942139e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 158218 members 
Entering Unmasked Estep 
Score: -19421514.000000 Penalty: 5946.669434
	Iteration 57Q: 3 clusters Score -1.942151e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 158532 members 
Entering Unmasked Estep 
Score: -19421636.000000 Penalty: 5946.669434
	Iteration 58Q: 3 clusters Score -1.942164e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 158764 members 
Entering Unmasked Estep 
Score: -19421718.000000 Penalty: 5946.669434
	Iteration 59Q: 3 clusters Score -1.942172e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 158957 members 
Entering Unmasked Estep 
Score: -19421796.000000 Penalty: 5946.669434
	Iteration 60F: 3 clusters Score -1.94218e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 159107 members 
Entering Unmasked Estep 
Score: -19421874.000000 Penalty: 5946.669434
	Iteration 61Q: 3 clusters Score -1.942187e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 159211 members 
Entering Unmasked Estep 
Score: -19421892.000000 Penalty: 5946.669434
	Iteration 62Q: 3 clusters Score -1.942189e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -19421956.000000 Penalty: 5946.669434
	Iteration 63Q: 3 clusters Score -1.942196e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 159354 members 
Entering Unmasked Estep 
Score: -19421964.000000 Penalty: 5946.669434
	Iteration 64Q: 3 clusters Score -1.942196e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 159414 members 
Entering Unmasked Estep 
Score: -19421956.000000 Penalty: 5946.669434
	Iteration 65Q: 3 clusters Score -1.942196e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 159461 members 
Entering Unmasked Estep 
Score: -19421948.000000 Penalty: 5946.669434
	Iteration 66Q: 3 clusters Score -1.942195e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 159505 members 
Entering Unmasked Estep 
Score: -19421962.000000 Penalty: 5946.669434
	Iteration 67Q: 3 clusters Score -1.942196e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 159541 members 
Entering Unmasked Estep 
Score: -19421964.000000 Penalty: 5946.669434
	Iteration 68Q: 3 clusters Score -1.942196e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 159583 members 
Entering Unmasked Estep 
Score: -19421958.000000 Penalty: 5946.669434
	Iteration 69Q: 3 clusters Score -1.942196e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 159624 members 
Entering Unmasked Estep 
Score: -19421966.000000 Penalty: 5946.669434
	Iteration 70Q: 3 clusters Score -1.942197e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 159654 members 
Entering Unmasked Estep 
Score: -19421956.000000 Penalty: 5946.669434
	Iteration 71Q: 3 clusters Score -1.942196e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 159675 members 
Entering Unmasked Estep 
Score: -19421996.000000 Penalty: 5946.669434
	Iteration 72Q: 3 clusters Score -1.9422e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 159695 members 
Entering Unmasked Estep 
Score: -19422018.000000 Penalty: 5946.669434
	Iteration 73Q: 3 clusters Score -1.942202e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 159702 members 
Entering Unmasked Estep 
Score: -19422036.000000 Penalty: 5946.669434
	Iteration 74Q: 3 clusters Score -1.942204e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 159715 members 
Entering Unmasked Estep 
Score: -19422028.000000 Penalty: 5946.669434
	Iteration 75Q: 3 clusters Score -1.942203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 159724 members 
Entering Unmasked Estep 
Score: -19422024.000000 Penalty: 5946.669434
	Iteration 76Q: 3 clusters Score -1.942202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 159734 members 
Entering Unmasked Estep 
Score: -19422010.000000 Penalty: 5946.669434
	Iteration 77Q: 3 clusters Score -1.942201e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 159732 members 
Entering Unmasked Estep 
Score: -19422026.000000 Penalty: 5946.669434
	Iteration 78Q: 3 clusters Score -1.942203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 159739 members 
Entering Unmasked Estep 
Score: -19422030.000000 Penalty: 5946.669434
	Iteration 79Q: 3 clusters Score -1.942203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 159749 members 
Entering Unmasked Estep 
Score: -19422036.000000 Penalty: 5946.669434
	Iteration 80F: 3 clusters Score -1.942204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 159757 members 
Entering Unmasked Estep 
Score: -19422032.000000 Penalty: 5946.669434
	Iteration 81Q: 3 clusters Score -1.942203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 159764 members 
Entering Unmasked Estep 
Score: -19422032.000000 Penalty: 5946.669434
	Iteration 82Q: 3 clusters Score -1.942203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 159769 members 
Entering Unmasked Estep 
Score: -19422030.000000 Penalty: 5946.669434
	Iteration 83Q: 3 clusters Score -1.942203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 159776 members 
Entering Unmasked Estep 
Score: -19422028.000000 Penalty: 5946.669434
	Iteration 84Q: 3 clusters Score -1.942203e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 159783 members 
Entering Unmasked Estep 
Score: -19422026.000000 Penalty: 5946.669434
	Iteration 85Q: 3 clusters Score -1.942203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 159787 members 
Entering Unmasked Estep 
Score: -19422040.000000 Penalty: 5946.669434
	Iteration 86Q: 3 clusters Score -1.942204e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 159787 members 
Entering Unmasked Estep 
Score: -19422044.000000 Penalty: 5946.669434
	Iteration 87Q: 3 clusters Score -1.942204e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 159792 members 
Entering Unmasked Estep 
Score: -19422026.000000 Penalty: 5946.669434
	Iteration 88Q: 3 clusters Score -1.942203e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 159792 members 
Entering Unmasked Estep 
Score: -19422048.000000 Penalty: 5946.669434
	Iteration 89Q: 3 clusters Score -1.942205e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 159797 members 
Entering Unmasked Estep 
Score: -19422048.000000 Penalty: 5946.669434
	Iteration 90Q: 3 clusters Score -1.942205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 159801 members 
Entering Unmasked Estep 
Score: -19422064.000000 Penalty: 5946.669434
	Iteration 91Q: 3 clusters Score -1.942206e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 159808 members 
Entering Unmasked Estep 
Score: -19422064.000000 Penalty: 5946.669434
	Iteration 92Q: 3 clusters Score -1.942206e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 159810 members 
Entering Unmasked Estep 
Score: -19422068.000000 Penalty: 5946.669434
	Iteration 93Q: 3 clusters Score -1.942207e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 159812 members 
Entering Unmasked Estep 
Score: -19422056.000000 Penalty: 5946.669434
	Iteration 94Q: 3 clusters Score -1.942206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 159814 members 
Entering Unmasked Estep 
Score: -19422038.000000 Penalty: 5946.669434
	Iteration 95Q: 3 clusters Score -1.942204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 159816 members 
Entering Unmasked Estep 
Score: -19422048.000000 Penalty: 5946.669434
	Iteration 96Q: 3 clusters Score -1.942205e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 159818 members 
Entering Unmasked Estep 
Score: -19422044.000000 Penalty: 5946.669434
	Iteration 97Q: 3 clusters Score -1.942204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 159820 members 
Entering Unmasked Estep 
Score: -19422050.000000 Penalty: 5946.669434
	Iteration 98Q: 3 clusters Score -1.942205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 159820 members 
Entering Unmasked Estep 
Score: -19422050.000000 Penalty: 5946.669434
	Iteration 99F: 3 clusters Score -1.942205e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Entering Unmasked Estep 
Score: -3053916.000000 Penalty: 2509.432617
	Iteration 0F: 2 clusters Score -3053916 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -3036694.750000 Penalty: 5018.865234
	Iteration 0F: 3 clusters Score -3036695 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3042631.000000 Penalty: 5018.865234
	Iteration 1F: 3 clusters Score -3042631 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -3043066.500000 Penalty: 5018.865234
	Iteration 2F: 3 clusters Score -3043066 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -3043447.250000 Penalty: 5018.865234
	Iteration 3Q: 3 clusters Score -3043447 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12648 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -3043774.500000 Penalty: 5018.865234
	Iteration 4Q: 3 clusters Score -3043774 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -3044108.500000 Penalty: 5018.865234
	Iteration 5Q: 3 clusters Score -3044108 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -3044484.250000 Penalty: 5018.865234
	Iteration 6Q: 3 clusters Score -3044484 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3044944.000000 Penalty: 5018.865234
	Iteration 7Q: 3 clusters Score -3044944 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -3045504.250000 Penalty: 5018.865234
	Iteration 8Q: 3 clusters Score -3045504 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -3046283.750000 Penalty: 5018.865234
	Iteration 9Q: 3 clusters Score -3046284 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -3047337.750000 Penalty: 5018.865234
	Iteration 10F: 3 clusters Score -3047338 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 13341 members 
Entering Unmasked Estep 
Score: -3048553.500000 Penalty: 5018.865234
	Iteration 11F: 3 clusters Score -3048554 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3049480.250000 Penalty: 5018.865234
	Iteration 12F: 3 clusters Score -3049480 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 13866 members 
Entering Unmasked Estep 
Score: -3049882.750000 Penalty: 5018.865234
	Iteration 13Q: 3 clusters Score -3049883 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -3050010.750000 Penalty: 5018.865234
	Iteration 14Q: 3 clusters Score -3050011 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3050083.750000 Penalty: 5018.865234
	Iteration 15Q: 3 clusters Score -3050084 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -3050091.000000 Penalty: 5018.865234
	Iteration 16Q: 3 clusters Score -3050091 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -3050112.750000 Penalty: 5018.865234
	Iteration 17Q: 3 clusters Score -3050113 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 14213 members 
Entering Unmasked Estep 
Score: -3050132.750000 Penalty: 5018.865234
	Iteration 18Q: 3 clusters Score -3050133 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 14269 members 
Entering Unmasked Estep 
Score: -3050138.750000 Penalty: 5018.865234
	Iteration 19Q: 3 clusters Score -3050139 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3050154.750000 Penalty: 5018.865234
	Iteration 20F: 3 clusters Score -3050155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10458 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -3050171.250000 Penalty: 5018.865234
	Iteration 21Q: 3 clusters Score -3050171 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -3050184.000000 Penalty: 5018.865234
	Iteration 22Q: 3 clusters Score -3050184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3050181.250000 Penalty: 5018.865234
	Iteration 23Q: 3 clusters Score -3050181 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3050185.250000 Penalty: 5018.865234
	Iteration 24Q: 3 clusters Score -3050185 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -3050197.250000 Penalty: 5018.865234
	Iteration 25Q: 3 clusters Score -3050197 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -3050204.250000 Penalty: 5018.865234
	Iteration 26Q: 3 clusters Score -3050204 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3050220.750000 Penalty: 5018.865234
	Iteration 27Q: 3 clusters Score -3050221 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10169 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -3050222.750000 Penalty: 5018.865234
	Iteration 28Q: 3 clusters Score -3050223 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 14671 members 
Entering Unmasked Estep 
Score: -3050221.750000 Penalty: 5018.865234
	Iteration 29Q: 3 clusters Score -3050222 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -3050232.000000 Penalty: 5018.865234
	Iteration 30Q: 3 clusters Score -3050232 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -3050230.000000 Penalty: 5018.865234
	Iteration 31Q: 3 clusters Score -3050230 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3050227.750000 Penalty: 5018.865234
	Iteration 32Q: 3 clusters Score -3050228 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -3050228.250000 Penalty: 5018.865234
	Iteration 33Q: 3 clusters Score -3050228 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -3050247.000000 Penalty: 5018.865234
	Iteration 34Q: 3 clusters Score -3050247 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -3050258.000000 Penalty: 5018.865234
	Iteration 35Q: 3 clusters Score -3050258 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3050258.000000 Penalty: 5018.865234
	Iteration 36Q: 3 clusters Score -3050258 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -3050262.750000 Penalty: 5018.865234
	Iteration 37Q: 3 clusters Score -3050263 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 15068 members 
Entering Unmasked Estep 
Score: -3050274.000000 Penalty: 5018.865234
	Iteration 38Q: 3 clusters Score -3050274 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -3050277.250000 Penalty: 5018.865234
	Iteration 39Q: 3 clusters Score -3050277 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3050288.500000 Penalty: 5018.865234
	Iteration 40F: 3 clusters Score -3050288 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3050297.500000 Penalty: 5018.865234
	Iteration 41Q: 3 clusters Score -3050298 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -3050295.750000 Penalty: 5018.865234
	Iteration 42Q: 3 clusters Score -3050296 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -3050308.250000 Penalty: 5018.865234
	Iteration 43Q: 3 clusters Score -3050308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -3050317.250000 Penalty: 5018.865234
	Iteration 44Q: 3 clusters Score -3050317 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -3050323.500000 Penalty: 5018.865234
	Iteration 45Q: 3 clusters Score -3050324 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3050327.250000 Penalty: 5018.865234
	Iteration 46Q: 3 clusters Score -3050327 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -3050334.250000 Penalty: 5018.865234
	Iteration 47Q: 3 clusters Score -3050334 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -3050338.500000 Penalty: 5018.865234
	Iteration 48Q: 3 clusters Score -3050338 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -3050347.250000 Penalty: 5018.865234
	Iteration 49Q: 3 clusters Score -3050347 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -3050354.000000 Penalty: 5018.865234
	Iteration 50Q: 3 clusters Score -3050354 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3050365.250000 Penalty: 5018.865234
	Iteration 51Q: 3 clusters Score -3050365 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3050373.750000 Penalty: 5018.865234
	Iteration 52Q: 3 clusters Score -3050374 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -3050378.000000 Penalty: 5018.865234
	Iteration 53Q: 3 clusters Score -3050378 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -3050389.500000 Penalty: 5018.865234
	Iteration 54Q: 3 clusters Score -3050390 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 16074 members 
Entering Unmasked Estep 
Score: -3050410.500000 Penalty: 5018.865234
	Iteration 55Q: 3 clusters Score -3050410 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -3050431.250000 Penalty: 5018.865234
	Iteration 56Q: 3 clusters Score -3050431 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -3050446.250000 Penalty: 5018.865234
	Iteration 57Q: 3 clusters Score -3050446 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -3050446.250000 Penalty: 5018.865234
	Iteration 58Q: 3 clusters Score -3050446 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 16418 members 
Entering Unmasked Estep 
Score: -3050469.000000 Penalty: 5018.865234
	Iteration 59Q: 3 clusters Score -3050469 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -3050476.500000 Penalty: 5018.865234
	Iteration 60F: 3 clusters Score -3050476 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -3050487.500000 Penalty: 5018.865234
	Iteration 61Q: 3 clusters Score -3050488 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 16702 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -3050523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -3050530 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -3050558 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -3050556 nChanged 97
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -3050575 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -3050599 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -3050613.500000 Penalty: 5018.865234
	Iteration 68Q: 3 clusters Score -3050614 nChanged 132
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Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -3050635 nChanged 107
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Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -3050646 nChanged 88
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Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -3050675 nChanged 89
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Mstep: Class 1 contains 7048 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -3050694 nChanged 80
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Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -3050704 nChanged 82
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -3050705 nChanged 93
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Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -3050722 nChanged 93
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Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -3050738 nChanged 86
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -3050764 nChanged 88
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -3050778 nChanged 89
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Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -3050778 nChanged 107
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Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -3050801 nChanged 97
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Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 18559 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -3050825 nChanged 90
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Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -3050842 nChanged 87
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -3050844 nChanged 80
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Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -3050849 nChanged 69
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Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -3050872 nChanged 79
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Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -3050875 nChanged 88
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Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -3050912 nChanged 91
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Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -3050929 nChanged 87
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Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -3050946 nChanged 93
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Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -3050956 nChanged 79
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Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -3050970 nChanged 73
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Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -3050976 nChanged 87
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Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -3051000 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -3051022 nChanged 83
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -3051041 nChanged 85
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Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -3051054 nChanged 78
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Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 19967 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -3051071 nChanged 77
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -3051088 nChanged 81
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -3051098 nChanged 79
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -3051118 nChanged 80
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Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -3051133 nChanged 69
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -3051139 nChanged 60
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -3051155 nChanged 65
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Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -3051158 nChanged 53
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 20525 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -3051173 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 20593 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -3051186 nChanged 68
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -3051190 nChanged 59
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Mstep: Class 1 contains 4082 members 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -3051207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3051216.000000 Penalty: 5018.865234
	Iteration 111Q: 3 clusters Score -3051216 nChanged 46
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Mstep: Class 1 contains 3980 members 
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	Iteration 112Q: 3 clusters Score -3051225 nChanged 46
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Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -3051233 nChanged 43
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Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -3051244 nChanged 49
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Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -3051255 nChanged 47
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Mstep: Class 1 contains 3799 members 
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	Iteration 116Q: 3 clusters Score -3051254 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 21053 members 
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	Iteration 117Q: 3 clusters Score -3051263 nChanged 51
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Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -3051266 nChanged 42
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Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -3051274 nChanged 38
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Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 21182 members 
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Score: -3051280.000000 Penalty: 5018.865234
	Iteration 120F: 3 clusters Score -3051280 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 21218 members 
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	Iteration 121Q: 3 clusters Score -3051288 nChanged 40
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Mstep: Class 1 contains 3544 members 
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	Iteration 122Q: 3 clusters Score -3051296 nChanged 46
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Mstep: Class 1 contains 3500 members 
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	Iteration 123Q: 3 clusters Score -3051312 nChanged 51
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Mstep: Class 1 contains 3449 members 
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	Iteration 124Q: 3 clusters Score -3051320 nChanged 50
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Mstep: Class 1 contains 3399 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -3051335 nChanged 40
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Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -3051339 nChanged 48
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Mstep: Class 1 contains 3311 members 
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	Iteration 127Q: 3 clusters Score -3051351 nChanged 54
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Mstep: Class 1 contains 3257 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -3051360 nChanged 63
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Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 21606 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -3051368 nChanged 72
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Mstep: Class 1 contains 3124 members 
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	Iteration 130Q: 3 clusters Score -3051384 nChanged 60
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Mstep: Class 1 contains 3066 members 
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	Iteration 131Q: 3 clusters Score -3051400 nChanged 60
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Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 21790 members 
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	Iteration 132Q: 3 clusters Score -3051420 nChanged 51
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Mstep: Class 1 contains 2961 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -3051427 nChanged 55
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	Iteration 134Q: 3 clusters Score -3051443 nChanged 54
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Mstep: Class 1 contains 2860 members 
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	Iteration 135Q: 3 clusters Score -3051453 nChanged 48
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Mstep: Class 1 contains 2816 members 
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -3051467 nChanged 49
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Mstep: Class 1 contains 2767 members 
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	Iteration 137Q: 3 clusters Score -3051482 nChanged 44
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Mstep: Class 1 contains 2725 members 
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	Iteration 138Q: 3 clusters Score -3051490 nChanged 34
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Mstep: Class 1 contains 2691 members 
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	Iteration 139Q: 3 clusters Score -3051488 nChanged 35
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Mstep: Class 1 contains 2656 members 
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Entering Unmasked Estep 
Score: -3051509.750000 Penalty: 5018.865234
	Iteration 140F: 3 clusters Score -3051510 nChanged 41
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Mstep: Class 2 contains 22187 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -3051515 nChanged 38
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Mstep: Class 1 contains 2579 members 
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	Iteration 142Q: 3 clusters Score -3051524 nChanged 40
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Mstep: Class 1 contains 2539 members 
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Entering Unmasked Estep 
Score: -3051540.250000 Penalty: 5018.865234
	Iteration 143Q: 3 clusters Score -3051540 nChanged 36
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Mstep: Class 1 contains 2505 members 
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	Iteration 144Q: 3 clusters Score -3051552 nChanged 31
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Mstep: Class 1 contains 2476 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -3051555 nChanged 35
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Mstep: Class 1 contains 2441 members 
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	Iteration 146Q: 3 clusters Score -3051556 nChanged 36
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Mstep: Class 1 contains 2405 members 
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	Iteration 147Q: 3 clusters Score -3051562 nChanged 33
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Mstep: Class 1 contains 2372 members 
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	Iteration 148Q: 3 clusters Score -3051567 nChanged 25
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	Iteration 149Q: 3 clusters Score -3051577 nChanged 19
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Mstep: Class 1 contains 2330 members 
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	Iteration 150Q: 3 clusters Score -3051578 nChanged 24
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Score: -3051583.000000 Penalty: 5018.865234
	Iteration 151Q: 3 clusters Score -3051583 nChanged 24
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Mstep: Class 1 contains 2282 members 
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	Iteration 152Q: 3 clusters Score -3051598 nChanged 22
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Score: -3051603.000000 Penalty: 5018.865234
	Iteration 153Q: 3 clusters Score -3051603 nChanged 21
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	Iteration 154Q: 3 clusters Score -3051606 nChanged 24
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Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -3051609.750000 Penalty: 5018.865234
	Iteration 155Q: 3 clusters Score -3051610 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -3051611.000000 Penalty: 5018.865234
	Iteration 156Q: 3 clusters Score -3051611 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -3051619.500000 Penalty: 5018.865234
	Iteration 157Q: 3 clusters Score -3051620 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -3051615.500000 Penalty: 5018.865234
	Iteration 158Q: 3 clusters Score -3051616 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -3051618.250000 Penalty: 5018.865234
	Iteration 159Q: 3 clusters Score -3051618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -3051629.500000 Penalty: 5018.865234
	Iteration 160F: 3 clusters Score -3051630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -3051626.000000 Penalty: 5018.865234
	Iteration 161Q: 3 clusters Score -3051626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -3051636.000000 Penalty: 5018.865234
	Iteration 162Q: 3 clusters Score -3051636 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -3051632.750000 Penalty: 5018.865234
	Iteration 163Q: 3 clusters Score -3051633 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -3051639.750000 Penalty: 5018.865234
	Iteration 164Q: 3 clusters Score -3051640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -3051642.750000 Penalty: 5018.865234
	Iteration 165Q: 3 clusters Score -3051643 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 22809 members 
Entering Unmasked Estep 
Score: -3051647.750000 Penalty: 5018.865234
	Iteration 166Q: 3 clusters Score -3051648 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -3051657.000000 Penalty: 5018.865234
	Iteration 167Q: 3 clusters Score -3051657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3051654.250000 Penalty: 5018.865234
	Iteration 168Q: 3 clusters Score -3051654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -3051660.250000 Penalty: 5018.865234
	Iteration 169Q: 3 clusters Score -3051660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -3051670.250000 Penalty: 5018.865234
	Iteration 170Q: 3 clusters Score -3051670 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3051670.750000 Penalty: 5018.865234
	Iteration 171Q: 3 clusters Score -3051671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -3051684.250000 Penalty: 5018.865234
	Iteration 172Q: 3 clusters Score -3051684 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -3051686.000000 Penalty: 5018.865234
	Iteration 173Q: 3 clusters Score -3051686 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -3051688.500000 Penalty: 5018.865234
	Iteration 174Q: 3 clusters Score -3051688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -3051692.000000 Penalty: 5018.865234
	Iteration 175Q: 3 clusters Score -3051692 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -3051694.500000 Penalty: 5018.865234
	Iteration 176Q: 3 clusters Score -3051694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3051693.250000 Penalty: 5018.865234
	Iteration 177Q: 3 clusters Score -3051693 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -3051690.750000 Penalty: 5018.865234
	Iteration 178Q: 3 clusters Score -3051691 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -3051694.750000 Penalty: 5018.865234
	Iteration 179Q: 3 clusters Score -3051695 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -3051693.500000 Penalty: 5018.865234
	Iteration 180F: 3 clusters Score -3051694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -3051694.000000 Penalty: 5018.865234
	Iteration 181Q: 3 clusters Score -3051694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -3051693.000000 Penalty: 5018.865234
	Iteration 182Q: 3 clusters Score -3051693 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -3051693.500000 Penalty: 5018.865234
	Iteration 183Q: 3 clusters Score -3051694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -3051692.750000 Penalty: 5018.865234
	Iteration 184Q: 3 clusters Score -3051693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -3051692.250000 Penalty: 5018.865234
	Iteration 185Q: 3 clusters Score -3051692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -3051689.500000 Penalty: 5018.865234
	Iteration 186Q: 3 clusters Score -3051690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -3051693.000000 Penalty: 5018.865234
	Iteration 187Q: 3 clusters Score -3051693 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3051694.250000 Penalty: 5018.865234
	Iteration 188Q: 3 clusters Score -3051694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -3051694.250000 Penalty: 5018.865234
	Iteration 189F: 3 clusters Score -3051694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54862 members 
Entering Unmasked Estep 
Score: -6429678.000000 Penalty: 2706.319092
	Iteration 0F: 2 clusters Score -6429678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27243 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -6392774.500000 Penalty: 5412.638184
	Iteration 0F: 3 clusters Score -6392774 nChanged 25399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -6406887.000000 Penalty: 5412.638184
	Iteration 1F: 3 clusters Score -6406887 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -6407515.000000 Penalty: 5412.638184
	Iteration 2Q: 3 clusters Score -6407515 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -6408276.000000 Penalty: 5412.638184
	Iteration 3Q: 3 clusters Score -6408276 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -6409573.000000 Penalty: 5412.638184
	Iteration 4Q: 3 clusters Score -6409573 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -6411587.500000 Penalty: 5412.638184
	Iteration 5F: 3 clusters Score -6411588 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 41551 members 
Entering Unmasked Estep 
Score: -6414734.500000 Penalty: 5412.638184
	Iteration 6F: 3 clusters Score -6414734 nChanged 4576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 46099 members 
Entering Unmasked Estep 
Score: -6418771.000000 Penalty: 5412.638184
	Iteration 7F: 3 clusters Score -6418771 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 50179 members 
Entering Unmasked Estep 
Score: -6422707.500000 Penalty: 5412.638184
	Iteration 8F: 3 clusters Score -6422708 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -6425400.500000 Penalty: 5412.638184
	Iteration 9Q: 3 clusters Score -6425400 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 54124 members 
Entering Unmasked Estep 
Score: -6426570.000000 Penalty: 5412.638184
	Iteration 10Q: 3 clusters Score -6426570 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -6426971.500000 Penalty: 5412.638184
	Iteration 11Q: 3 clusters Score -6426972 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -6427149.000000 Penalty: 5412.638184
	Iteration 12Q: 3 clusters Score -6427149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 54664 members 
Entering Unmasked Estep 
Score: -6427237.500000 Penalty: 5412.638184
	Iteration 13Q: 3 clusters Score -6427238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 54674 members 
Entering Unmasked Estep 
Score: -6427251.500000 Penalty: 5412.638184
	Iteration 14Q: 3 clusters Score -6427252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -6427282.000000 Penalty: 5412.638184
	Iteration 15Q: 3 clusters Score -6427282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -6427283.500000 Penalty: 5412.638184
	Iteration 16Q: 3 clusters Score -6427284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 54681 members 
Entering Unmasked Estep 
Score: -6427295.500000 Penalty: 5412.638184
	Iteration 17Q: 3 clusters Score -6427296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 54683 members 
Entering Unmasked Estep 
Score: -6427305.000000 Penalty: 5412.638184
	Iteration 18Q: 3 clusters Score -6427305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 54685 members 
Entering Unmasked Estep 
Score: -6427314.000000 Penalty: 5412.638184
	Iteration 19Q: 3 clusters Score -6427314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 54688 members 
Entering Unmasked Estep 
Score: -6427320.000000 Penalty: 5412.638184
	Iteration 20F: 3 clusters Score -6427320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 54691 members 
Entering Unmasked Estep 
Score: -6427325.000000 Penalty: 5412.638184
	Iteration 21Q: 3 clusters Score -6427325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -6427324.500000 Penalty: 5412.638184
	Iteration 22Q: 3 clusters Score -6427324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 54690 members 
Entering Unmasked Estep 
Score: -6427324.500000 Penalty: 5412.638184
	Iteration 23F: 3 clusters Score -6427324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18413 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Entering Unmasked Estep 
Score: -2228276.500000 Penalty: 2435.561523
	Iteration 0F: 2 clusters Score -2228276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2215113.000000 Penalty: 4871.123047
	Iteration 0F: 3 clusters Score -2215113 nChanged 8143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2219843.500000 Penalty: 4871.123047
	Iteration 1F: 3 clusters Score -2219844 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -2220751.500000 Penalty: 4871.123047
	Iteration 2F: 3 clusters Score -2220752 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -2221851.500000 Penalty: 4871.123047
	Iteration 3F: 3 clusters Score -2221852 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2223012.750000 Penalty: 4871.123047
	Iteration 4F: 3 clusters Score -2223013 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2224210.750000 Penalty: 4871.123047
	Iteration 5F: 3 clusters Score -2224211 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -2225448.000000 Penalty: 4871.123047
	Iteration 6F: 3 clusters Score -2225448 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2226381.250000 Penalty: 4871.123047
	Iteration 7F: 3 clusters Score -2226381 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2226890.750000 Penalty: 4871.123047
	Iteration 8Q: 3 clusters Score -2226891 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2227079.000000 Penalty: 4871.123047
	Iteration 9Q: 3 clusters Score -2227079 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -2227149.250000 Penalty: 4871.123047
	Iteration 10Q: 3 clusters Score -2227149 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -2227175.000000 Penalty: 4871.123047
	Iteration 11Q: 3 clusters Score -2227175 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2227200.000000 Penalty: 4871.123047
	Iteration 12Q: 3 clusters Score -2227200 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12739 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2227210.500000 Penalty: 4871.123047
	Iteration 13Q: 3 clusters Score -2227210 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2227223.000000 Penalty: 4871.123047
	Iteration 14Q: 3 clusters Score -2227223 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2227237.250000 Penalty: 4871.123047
	Iteration 15Q: 3 clusters Score -2227237 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2227244.750000 Penalty: 4871.123047
	Iteration 16Q: 3 clusters Score -2227245 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2227245.500000 Penalty: 4871.123047
	Iteration 17Q: 3 clusters Score -2227246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -2227253.000000 Penalty: 4871.123047
	Iteration 18Q: 3 clusters Score -2227253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2227260.250000 Penalty: 4871.123047
	Iteration 19Q: 3 clusters Score -2227260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -2227255.750000 Penalty: 4871.123047
	Iteration 20F: 3 clusters Score -2227256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -2227260.250000 Penalty: 4871.123047
	Iteration 21Q: 3 clusters Score -2227260 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2227267.000000 Penalty: 4871.123047
	Iteration 22Q: 3 clusters Score -2227267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -2227271.750000 Penalty: 4871.123047
	Iteration 23Q: 3 clusters Score -2227272 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2227271.750000 Penalty: 4871.123047
	Iteration 24Q: 3 clusters Score -2227272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13077 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2227274.250000 Penalty: 4871.123047
	Iteration 25Q: 3 clusters Score -2227274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2227276.750000 Penalty: 4871.123047
	Iteration 26Q: 3 clusters Score -2227277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2227279.500000 Penalty: 4871.123047
	Iteration 27Q: 3 clusters Score -2227280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2227283.500000 Penalty: 4871.123047
	Iteration 28Q: 3 clusters Score -2227284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -2227281.500000 Penalty: 4871.123047
	Iteration 29Q: 3 clusters Score -2227282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -2227280.750000 Penalty: 4871.123047
	Iteration 30Q: 3 clusters Score -2227281 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13102 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -2227281.500000 Penalty: 4871.123047
	Iteration 31Q: 3 clusters Score -2227282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2227281.500000 Penalty: 4871.123047
	Iteration 32Q: 3 clusters Score -2227282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -2227282.000000 Penalty: 4871.123047
	Iteration 33Q: 3 clusters Score -2227282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13105 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2227280.750000 Penalty: 4871.123047
	Iteration 34Q: 3 clusters Score -2227281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2227282.750000 Penalty: 4871.123047
	Iteration 35Q: 3 clusters Score -2227283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2227282.750000 Penalty: 4871.123047
	Iteration 36F: 3 clusters Score -2227283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196250 members 
Mstep: Class 3 contains 201295 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161015 members 
Mstep: Class 14 contains 24802 members 
Mstep: Class 20 contains 54862 members 
Mstep: Class 22 contains 18413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111880.000000 Penalty: 33322.019531
Iteration 359Q: 11 clusters Score -8.111188e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196256 members 
Mstep: Class 3 contains 201297 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161009 members 
Mstep: Class 14 contains 24800 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111856.000000 Penalty: 33322.019531
Iteration 360F: 11 clusters Score -8.111186e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196252 members 
Mstep: Class 3 contains 201301 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161011 members 
Mstep: Class 14 contains 24799 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 361Q: 11 clusters Score -8.11119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196261 members 
Mstep: Class 3 contains 201299 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 161008 members 
Mstep: Class 14 contains 24798 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111904.000000 Penalty: 33322.019531
Iteration 362Q: 11 clusters Score -8.11119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196267 members 
Mstep: Class 3 contains 201306 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160999 members 
Mstep: Class 14 contains 24794 members 
Mstep: Class 20 contains 54862 members 
Mstep: Class 22 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111888.000000 Penalty: 33322.019531
Iteration 363Q: 11 clusters Score -8.111189e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196256 members 
Mstep: Class 3 contains 201316 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160996 members 
Mstep: Class 14 contains 24797 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111960.000000 Penalty: 33322.019531
Iteration 364Q: 11 clusters Score -8.111196e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196251 members 
Mstep: Class 3 contains 201323 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160994 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111960.000000 Penalty: 33322.019531
Iteration 365Q: 11 clusters Score -8.111196e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196241 members 
Mstep: Class 3 contains 201330 members 
Mstep: Class 4 contains 2754 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160996 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111968.000000 Penalty: 33322.019531
Iteration 366Q: 11 clusters Score -8.111197e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196235 members 
Mstep: Class 3 contains 201334 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160997 members 
Mstep: Class 14 contains 24797 members 
Mstep: Class 20 contains 54866 members 
Mstep: Class 22 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111960.000000 Penalty: 33322.019531
Iteration 367Q: 11 clusters Score -8.111196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196231 members 
Mstep: Class 3 contains 201342 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160993 members 
Mstep: Class 14 contains 24798 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18409 members 
Entering Unmasked Estep 
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Score: -81111928.000000 Penalty: 33322.019531
Iteration 368Q: 11 clusters Score -8.111193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196229 members 
Mstep: Class 3 contains 201345 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160991 members 
Mstep: Class 14 contains 24799 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111920.000000 Penalty: 33322.019531
Iteration 369Q: 11 clusters Score -8.111192e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196231 members 
Mstep: Class 3 contains 201347 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160987 members 
Mstep: Class 14 contains 24798 members 
Mstep: Class 20 contains 54866 members 
Mstep: Class 22 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111968.000000 Penalty: 33322.019531
Iteration 370Q: 11 clusters Score -8.111197e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196233 members 
Mstep: Class 3 contains 201349 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4082 members 
Mstep: Class 8 contains 160984 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 20 contains 54867 members 
Mstep: Class 22 contains 18409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111968.000000 Penalty: 33322.019531
Iteration 371Q: 11 clusters Score -8.111197e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20571 members 
Mstep: Class 2 contains 196234 members 
Mstep: Class 3 contains 201350 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160981 members 
Mstep: Class 14 contains 24797 members 
Mstep: Class 20 contains 54867 members 
Mstep: Class 22 contains 18408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112048.000000 Penalty: 33322.019531
Iteration 372Q: 11 clusters Score -8.111205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 196242 members 
Mstep: Class 3 contains 201351 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160976 members 
Mstep: Class 14 contains 24796 members 
Mstep: Class 20 contains 54866 members 
Mstep: Class 22 contains 18407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112064.000000 Penalty: 33322.019531
Iteration 373Q: 11 clusters Score -8.111206e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196250 members 
Mstep: Class 3 contains 201349 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160973 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 20 contains 54866 members 
Mstep: Class 22 contains 18406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112032.000000 Penalty: 33322.019531
Iteration 374Q: 11 clusters Score -8.111203e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196252 members 
Mstep: Class 3 contains 201349 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160974 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112024.000000 Penalty: 33322.019531
Iteration 375Q: 11 clusters Score -8.111202e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196253 members 
Mstep: Class 3 contains 201350 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160971 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 20 contains 54866 members 
Mstep: Class 22 contains 18404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111984.000000 Penalty: 33322.019531
Iteration 376Q: 11 clusters Score -8.111198e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196257 members 
Mstep: Class 3 contains 201350 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160968 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 20 contains 54866 members 
Mstep: Class 22 contains 18403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111936.000000 Penalty: 33322.019531
Iteration 377Q: 11 clusters Score -8.111194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196260 members 
Mstep: Class 3 contains 201351 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160967 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 20 contains 54866 members 
Mstep: Class 22 contains 18400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111976.000000 Penalty: 33322.019531
Iteration 378Q: 11 clusters Score -8.111198e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196259 members 
Mstep: Class 3 contains 201357 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160965 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111976.000000 Penalty: 33322.019531
Iteration 379Q: 11 clusters Score -8.111198e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196261 members 
Mstep: Class 3 contains 201363 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160958 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 20 contains 54864 members 
Mstep: Class 22 contains 18398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111960.000000 Penalty: 33322.019531
Iteration 380F: 11 clusters Score -8.111196e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196250 members 
Mstep: Class 3 contains 201374 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160959 members 
Mstep: Class 14 contains 24795 members 
Mstep: Class 20 contains 54864 members 
Mstep: Class 22 contains 18397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111992.000000 Penalty: 33322.019531
Iteration 381Q: 11 clusters Score -8.111199e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196239 members 
Mstep: Class 3 contains 201385 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160963 members 
Mstep: Class 14 contains 24793 members 
Mstep: Class 20 contains 54864 members 
Mstep: Class 22 contains 18395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111936.000000 Penalty: 33322.019531
Iteration 382Q: 11 clusters Score -8.111194e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196241 members 
Mstep: Class 3 contains 201388 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160963 members 
Mstep: Class 14 contains 24790 members 
Mstep: Class 20 contains 54864 members 
Mstep: Class 22 contains 18393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111952.000000 Penalty: 33322.019531
Iteration 383Q: 11 clusters Score -8.111195e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196243 members 
Mstep: Class 3 contains 201392 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160957 members 
Mstep: Class 14 contains 24790 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111880.000000 Penalty: 33322.019531
Iteration 384Q: 11 clusters Score -8.111188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196247 members 
Mstep: Class 3 contains 201394 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160954 members 
Mstep: Class 14 contains 24787 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 385Q: 11 clusters Score -8.11119e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196244 members 
Mstep: Class 3 contains 201400 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160955 members 
Mstep: Class 14 contains 24782 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111840.000000 Penalty: 33322.019531
Iteration 386Q: 11 clusters Score -8.111184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196245 members 
Mstep: Class 3 contains 201402 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160955 members 
Mstep: Class 14 contains 24779 members 
Mstep: Class 20 contains 54864 members 
Mstep: Class 22 contains 18394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111856.000000 Penalty: 33322.019531
Iteration 387Q: 11 clusters Score -8.111186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196248 members 
Mstep: Class 3 contains 201401 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160956 members 
Mstep: Class 14 contains 24778 members 
Mstep: Class 20 contains 54862 members 
Mstep: Class 22 contains 18394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111840.000000 Penalty: 33322.019531
Iteration 388Q: 11 clusters Score -8.111184e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196256 members 
Mstep: Class 3 contains 201397 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160958 members 
Mstep: Class 14 contains 24774 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111888.000000 Penalty: 33322.019531
Iteration 389Q: 11 clusters Score -8.111189e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196265 members 
Mstep: Class 3 contains 201391 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160955 members 
Mstep: Class 14 contains 24775 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 390Q: 11 clusters Score -8.11119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196274 members 
Mstep: Class 3 contains 201386 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160952 members 
Mstep: Class 14 contains 24774 members 
Mstep: Class 20 contains 54863 members 
Mstep: Class 22 contains 18390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111872.000000 Penalty: 33322.019531
Iteration 391Q: 11 clusters Score -8.111187e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196280 members 
Mstep: Class 3 contains 201381 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160951 members 
Mstep: Class 14 contains 24772 members 
Mstep: Class 20 contains 54865 members 
Mstep: Class 22 contains 18390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111912.000000 Penalty: 33322.019531
Iteration 392Q: 11 clusters Score -8.111191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196280 members 
Mstep: Class 3 contains 201386 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160948 members 
Mstep: Class 14 contains 24768 members 
Mstep: Class 20 contains 54867 members 
Mstep: Class 22 contains 18390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 393Q: 11 clusters Score -8.11119e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196286 members 
Mstep: Class 3 contains 201389 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160941 members 
Mstep: Class 14 contains 24765 members 
Mstep: Class 20 contains 54868 members 
Mstep: Class 22 contains 18390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111952.000000 Penalty: 33322.019531
Iteration 394Q: 11 clusters Score -8.111195e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196290 members 
Mstep: Class 3 contains 201386 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160941 members 
Mstep: Class 14 contains 24765 members 
Mstep: Class 20 contains 54868 members 
Mstep: Class 22 contains 18389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111952.000000 Penalty: 33322.019531
Iteration 395Q: 11 clusters Score -8.111195e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 196283 members 
Mstep: Class 3 contains 201394 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160942 members 
Mstep: Class 14 contains 24764 members 
Mstep: Class 20 contains 54869 members 
Mstep: Class 22 contains 18388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111960.000000 Penalty: 33322.019531
Iteration 396Q: 11 clusters Score -8.111196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 196291 members 
Mstep: Class 3 contains 201395 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160935 members 
Mstep: Class 14 contains 24762 members 
Mstep: Class 20 contains 54871 members 
Mstep: Class 22 contains 18386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111952.000000 Penalty: 33322.019531
Iteration 397Q: 11 clusters Score -8.111195e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 196303 members 
Mstep: Class 3 contains 201393 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4083 members 
Mstep: Class 8 contains 160927 members 
Mstep: Class 14 contains 24760 members 
Mstep: Class 20 contains 54871 members 
Mstep: Class 22 contains 18386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111944.000000 Penalty: 33322.019531
Iteration 398Q: 11 clusters Score -8.111194e+07 nChanged 61
Entering ConstructFrom: 
Score: -81111944.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20568 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Entering Unmasked Estep 
Score: -2473255.000000 Penalty: 2463.010010
	Iteration 0F: 2 clusters Score -2473255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2458842.250000 Penalty: 4926.020020
	Iteration 0F: 3 clusters Score -2458842 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2463608.500000 Penalty: 4926.020020
	Iteration 1F: 3 clusters Score -2463608 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2464152.250000 Penalty: 4926.020020
	Iteration 2F: 3 clusters Score -2464152 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2464751.250000 Penalty: 4926.020020
	Iteration 3F: 3 clusters Score -2464751 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2465346.750000 Penalty: 4926.020020
	Iteration 4F: 3 clusters Score -2465347 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2465976.250000 Penalty: 4926.020020
	Iteration 5F: 3 clusters Score -2465976 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -2466739.000000 Penalty: 4926.020020
	Iteration 6F: 3 clusters Score -2466739 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2467753.500000 Penalty: 4926.020020
	Iteration 7F: 3 clusters Score -2467754 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -2468925.750000 Penalty: 4926.020020
	Iteration 8F: 3 clusters Score -2468926 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2470202.500000 Penalty: 4926.020020
	Iteration 9F: 3 clusters Score -2470202 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -2471273.000000 Penalty: 4926.020020
	Iteration 10Q: 3 clusters Score -2471273 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 18313 members 
Entering Unmasked Estep 
Score: -2471973.250000 Penalty: 4926.020020
	Iteration 11Q: 3 clusters Score -2471973 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2472244.500000 Penalty: 4926.020020
	Iteration 12Q: 3 clusters Score -2472244 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -2472374.750000 Penalty: 4926.020020
	Iteration 13Q: 3 clusters Score -2472375 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2472432.250000 Penalty: 4926.020020
	Iteration 14Q: 3 clusters Score -2472432 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -2472486.750000 Penalty: 4926.020020
	Iteration 15Q: 3 clusters Score -2472487 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -2472519.750000 Penalty: 4926.020020
	Iteration 16Q: 3 clusters Score -2472520 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2472545.250000 Penalty: 4926.020020
	Iteration 17Q: 3 clusters Score -2472545 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -2472548.500000 Penalty: 4926.020020
	Iteration 18Q: 3 clusters Score -2472548 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -2472556.000000 Penalty: 4926.020020
	Iteration 19Q: 3 clusters Score -2472556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 19257 members 
Entering Unmasked Estep 
Score: -2472561.500000 Penalty: 4926.020020
	Iteration 20F: 3 clusters Score -2472562 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2472567.750000 Penalty: 4926.020020
	Iteration 21Q: 3 clusters Score -2472568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2472573.750000 Penalty: 4926.020020
	Iteration 22Q: 3 clusters Score -2472574 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2472580.750000 Penalty: 4926.020020
	Iteration 23Q: 3 clusters Score -2472581 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2472579.750000 Penalty: 4926.020020
	Iteration 24Q: 3 clusters Score -2472580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -2472582.250000 Penalty: 4926.020020
	Iteration 25Q: 3 clusters Score -2472582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2472581.500000 Penalty: 4926.020020
	Iteration 26Q: 3 clusters Score -2472582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 19323 members 
Entering Unmasked Estep 
Score: -2472580.500000 Penalty: 4926.020020
	Iteration 27Q: 3 clusters Score -2472580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2472580.000000 Penalty: 4926.020020
	Iteration 28Q: 3 clusters Score -2472580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -2472582.500000 Penalty: 4926.020020
	Iteration 29Q: 3 clusters Score -2472582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2472584.000000 Penalty: 4926.020020
	Iteration 30Q: 3 clusters Score -2472584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 19328 members 
Entering Unmasked Estep 
Score: -2472584.000000 Penalty: 4926.020020
	Iteration 31F: 3 clusters Score -2472584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (196321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196321 members 
Entering Unmasked Estep 
Score: -23672474.000000 Penalty: 3022.501709
	Iteration 0F: 2 clusters Score -2.367247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98190 members 
Mstep: Class 2 contains 98131 members 
Entering Unmasked Estep 
Score: -23545710.000000 Penalty: 6045.003418
	Iteration 0F: 3 clusters Score -2.354571e+07 nChanged 94146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99546 members 
Mstep: Class 2 contains 96775 members 
Entering Unmasked Estep 
Score: -23601610.000000 Penalty: 6045.003418
	Iteration 1F: 3 clusters Score -2.360161e+07 nChanged 5620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100202 members 
Mstep: Class 2 contains 96119 members 
Entering Unmasked Estep 
Score: -23602830.000000 Penalty: 6045.003418
	Iteration 2Q: 3 clusters Score -2.360283e+07 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101129 members 
Mstep: Class 2 contains 95192 members 
Entering Unmasked Estep 
Score: -23604346.000000 Penalty: 6045.003418
	Iteration 3Q: 3 clusters Score -2.360435e+07 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102533 members 
Mstep: Class 2 contains 93788 members 
Entering Unmasked Estep 
Score: -23606320.000000 Penalty: 6045.003418
	Iteration 4Q: 3 clusters Score -2.360632e+07 nChanged 7249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104438 members 
Mstep: Class 2 contains 91883 members 
Entering Unmasked Estep 
Score: -23608712.000000 Penalty: 6045.003418
	Iteration 5Q: 3 clusters Score -2.360871e+07 nChanged 7883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106803 members 
Mstep: Class 2 contains 89518 members 
Entering Unmasked Estep 
Score: -23611542.000000 Penalty: 6045.003418
	Iteration 6Q: 3 clusters Score -2.361154e+07 nChanged 8608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109669 members 
Mstep: Class 2 contains 86652 members 
Entering Unmasked Estep 
Score: -23615446.000000 Penalty: 6045.003418
	Iteration 7Q: 3 clusters Score -2.361545e+07 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112980 members 
Mstep: Class 2 contains 83341 members 
Entering Unmasked Estep 
Score: -23620380.000000 Penalty: 6045.003418
	Iteration 8Q: 3 clusters Score -2.362038e+07 nChanged 10455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116581 members 
Mstep: Class 2 contains 79740 members 
Entering Unmasked Estep 
Score: -23627112.000000 Penalty: 6045.003418
	Iteration 9F: 3 clusters Score -2.362711e+07 nChanged 10699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119708 members 
Mstep: Class 2 contains 76613 members 
Entering Unmasked Estep 
Score: -23634352.000000 Penalty: 6045.003418
	Iteration 10F: 3 clusters Score -2.363435e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122137 members 
Mstep: Class 2 contains 74184 members 
Entering Unmasked Estep 
Score: -23639546.000000 Penalty: 6045.003418
	Iteration 11Q: 3 clusters Score -2.363955e+07 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 71957 members 
Entering Unmasked Estep 
Score: -23641652.000000 Penalty: 6045.003418
	Iteration 12Q: 3 clusters Score -2.364165e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126550 members 
Mstep: Class 2 contains 69771 members 
Entering Unmasked Estep 
Score: -23642484.000000 Penalty: 6045.003418
	Iteration 13Q: 3 clusters Score -2.364248e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128901 members 
Mstep: Class 2 contains 67420 members 
Entering Unmasked Estep 
Score: -23643088.000000 Penalty: 6045.003418
	Iteration 14Q: 3 clusters Score -2.364309e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131398 members 
Mstep: Class 2 contains 64923 members 
Entering Unmasked Estep 
Score: -23643726.000000 Penalty: 6045.003418
	Iteration 15Q: 3 clusters Score -2.364373e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134061 members 
Mstep: Class 2 contains 62260 members 
Entering Unmasked Estep 
Score: -23644256.000000 Penalty: 6045.003418
	Iteration 16Q: 3 clusters Score -2.364426e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136891 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -23644958.000000 Penalty: 6045.003418
	Iteration 17Q: 3 clusters Score -2.364496e+07 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139909 members 
Mstep: Class 2 contains 56412 members 
Entering Unmasked Estep 
Score: -23645510.000000 Penalty: 6045.003418
	Iteration 18Q: 3 clusters Score -2.364551e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143238 members 
Mstep: Class 2 contains 53083 members 
Entering Unmasked Estep 
Score: -23646412.000000 Penalty: 6045.003418
	Iteration 19Q: 3 clusters Score -2.364641e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146883 members 
Mstep: Class 2 contains 49438 members 
Entering Unmasked Estep 
Score: -23647606.000000 Penalty: 6045.003418
	Iteration 20F: 3 clusters Score -2.364761e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150797 members 
Mstep: Class 2 contains 45524 members 
Entering Unmasked Estep 
Score: -23648830.000000 Penalty: 6045.003418
	Iteration 21Q: 3 clusters Score -2.364883e+07 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154964 members 
Mstep: Class 2 contains 41357 members 
Entering Unmasked Estep 
Score: -23650216.000000 Penalty: 6045.003418
	Iteration 22Q: 3 clusters Score -2.365022e+07 nChanged 4192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159156 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -23651654.000000 Penalty: 6045.003418
	Iteration 23Q: 3 clusters Score -2.365165e+07 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163449 members 
Mstep: Class 2 contains 32872 members 
Entering Unmasked Estep 
Score: -23653304.000000 Penalty: 6045.003418
	Iteration 24Q: 3 clusters Score -2.36533e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167581 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
Score: -23655018.000000 Penalty: 6045.003418
	Iteration 25Q: 3 clusters Score -2.365502e+07 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171510 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -23656746.000000 Penalty: 6045.003418
	Iteration 26Q: 3 clusters Score -2.365675e+07 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175254 members 
Mstep: Class 2 contains 21067 members 
Entering Unmasked Estep 
Score: -23658438.000000 Penalty: 6045.003418
	Iteration 27Q: 3 clusters Score -2.365844e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178805 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -23660178.000000 Penalty: 6045.003418
	Iteration 28Q: 3 clusters Score -2.366018e+07 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182020 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -23661814.000000 Penalty: 6045.003418
	Iteration 29Q: 3 clusters Score -2.366181e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184947 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -23663452.000000 Penalty: 6045.003418
	Iteration 30Q: 3 clusters Score -2.366345e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187471 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -23664960.000000 Penalty: 6045.003418
	Iteration 31Q: 3 clusters Score -2.366496e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189579 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -23666248.000000 Penalty: 6045.003418
	Iteration 32Q: 3 clusters Score -2.366625e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191290 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -23667288.000000 Penalty: 6045.003418
	Iteration 33Q: 3 clusters Score -2.366729e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192662 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -23668064.000000 Penalty: 6045.003418
	Iteration 34Q: 3 clusters Score -2.366806e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193655 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -23668682.000000 Penalty: 6045.003418
	Iteration 35Q: 3 clusters Score -2.366868e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194342 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -23669122.000000 Penalty: 6045.003418
	Iteration 36Q: 3 clusters Score -2.366912e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194784 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -23669398.000000 Penalty: 6045.003418
	Iteration 37Q: 3 clusters Score -2.36694e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195058 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -23669538.000000 Penalty: 6045.003418
	Iteration 38Q: 3 clusters Score -2.366954e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195247 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -23669700.000000 Penalty: 6045.003418
	Iteration 39Q: 3 clusters Score -2.36697e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195392 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -23669798.000000 Penalty: 6045.003418
	Iteration 40F: 3 clusters Score -2.36698e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195479 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23669906.000000 Penalty: 6045.003418
	Iteration 41Q: 3 clusters Score -2.366991e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195551 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -23669934.000000 Penalty: 6045.003418
	Iteration 42Q: 3 clusters Score -2.366993e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195590 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -23669950.000000 Penalty: 6045.003418
	Iteration 43Q: 3 clusters Score -2.366995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195614 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -23669966.000000 Penalty: 6045.003418
	Iteration 44Q: 3 clusters Score -2.366997e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195634 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -23669970.000000 Penalty: 6045.003418
	Iteration 45Q: 3 clusters Score -2.366997e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195653 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -23669994.000000 Penalty: 6045.003418
	Iteration 46Q: 3 clusters Score -2.366999e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195662 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -23669982.000000 Penalty: 6045.003418
	Iteration 47Q: 3 clusters Score -2.366998e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195666 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -23669986.000000 Penalty: 6045.003418
	Iteration 48Q: 3 clusters Score -2.366999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195669 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -23669982.000000 Penalty: 6045.003418
	Iteration 49Q: 3 clusters Score -2.366998e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195669 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -23669982.000000 Penalty: 6045.003418
	Iteration 50F: 3 clusters Score -2.366998e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201385 members 
Entering Unmasked Estep 
Score: -24178436.000000 Penalty: 3028.817383
	Iteration 0F: 2 clusters Score -2.417844e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100847 members 
Mstep: Class 2 contains 100538 members 
Entering Unmasked Estep 
Score: -24045878.000000 Penalty: 6057.634766
	Iteration 0F: 3 clusters Score -2.404588e+07 nChanged 96989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102004 members 
Mstep: Class 2 contains 99381 members 
Entering Unmasked Estep 
Score: -24102556.000000 Penalty: 6057.634766
	Iteration 1F: 3 clusters Score -2.410256e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102711 members 
Mstep: Class 2 contains 98674 members 
Entering Unmasked Estep 
Score: -24103296.000000 Penalty: 6057.634766
	Iteration 2Q: 3 clusters Score -2.41033e+07 nChanged 4735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103904 members 
Mstep: Class 2 contains 97481 members 
Entering Unmasked Estep 
Score: -24104254.000000 Penalty: 6057.634766
	Iteration 3Q: 3 clusters Score -2.410425e+07 nChanged 5182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105902 members 
Mstep: Class 2 contains 95483 members 
Entering Unmasked Estep 
Score: -24105418.000000 Penalty: 6057.634766
	Iteration 4Q: 3 clusters Score -2.410542e+07 nChanged 5964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108938 members 
Mstep: Class 2 contains 92447 members 
Entering Unmasked Estep 
Score: -24107034.000000 Penalty: 6057.634766
	Iteration 5Q: 3 clusters Score -2.410703e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113596 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -24110112.000000 Penalty: 6057.634766
	Iteration 6Q: 3 clusters Score -2.411011e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120326 members 
Mstep: Class 2 contains 81059 members 
Entering Unmasked Estep 
Score: -24114916.000000 Penalty: 6057.634766
	Iteration 7Q: 3 clusters Score -2.411492e+07 nChanged 11111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129323 members 
Mstep: Class 2 contains 72062 members 
Entering Unmasked Estep 
Score: -24122722.000000 Penalty: 6057.634766
	Iteration 8F: 3 clusters Score -2.412272e+07 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139925 members 
Mstep: Class 2 contains 61460 members 
Entering Unmasked Estep 
Score: -24133016.000000 Penalty: 6057.634766
	Iteration 9F: 3 clusters Score -2.413302e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150376 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -24143926.000000 Penalty: 6057.634766
	Iteration 10F: 3 clusters Score -2.414393e+07 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158773 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -24152760.000000 Penalty: 6057.634766
	Iteration 11F: 3 clusters Score -2.415276e+07 nChanged 8752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164545 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -24158772.000000 Penalty: 6057.634766
	Iteration 12Q: 3 clusters Score -2.415877e+07 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168578 members 
Mstep: Class 2 contains 32807 members 
Entering Unmasked Estep 
Score: -24162450.000000 Penalty: 6057.634766
	Iteration 13Q: 3 clusters Score -2.416245e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171722 members 
Mstep: Class 2 contains 29663 members 
Entering Unmasked Estep 
Score: -24164966.000000 Penalty: 6057.634766
	Iteration 14Q: 3 clusters Score -2.416497e+07 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174262 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -24166500.000000 Penalty: 6057.634766
	Iteration 15Q: 3 clusters Score -2.41665e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176470 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -24167494.000000 Penalty: 6057.634766
	Iteration 16Q: 3 clusters Score -2.416749e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178490 members 
Mstep: Class 2 contains 22895 members 
Entering Unmasked Estep 
Score: -24168376.000000 Penalty: 6057.634766
	Iteration 17Q: 3 clusters Score -2.416838e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180380 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -24169034.000000 Penalty: 6057.634766
	Iteration 18Q: 3 clusters Score -2.416903e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182119 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -24169632.000000 Penalty: 6057.634766
	Iteration 19Q: 3 clusters Score -2.416963e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183762 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -24170242.000000 Penalty: 6057.634766
	Iteration 20F: 3 clusters Score -2.417024e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185334 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -24170714.000000 Penalty: 6057.634766
	Iteration 21Q: 3 clusters Score -2.417071e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186817 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -24171226.000000 Penalty: 6057.634766
	Iteration 22Q: 3 clusters Score -2.417123e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188159 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -24171752.000000 Penalty: 6057.634766
	Iteration 23Q: 3 clusters Score -2.417175e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189406 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -24172156.000000 Penalty: 6057.634766
	Iteration 24Q: 3 clusters Score -2.417216e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190566 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -24172654.000000 Penalty: 6057.634766
	Iteration 25Q: 3 clusters Score -2.417265e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191640 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -24173052.000000 Penalty: 6057.634766
	Iteration 26Q: 3 clusters Score -2.417305e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192644 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -24173458.000000 Penalty: 6057.634766
	Iteration 27Q: 3 clusters Score -2.417346e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193548 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -24173726.000000 Penalty: 6057.634766
	Iteration 28Q: 3 clusters Score -2.417373e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194288 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -24173938.000000 Penalty: 6057.634766
	Iteration 29Q: 3 clusters Score -2.417394e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194970 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -24174200.000000 Penalty: 6057.634766
	Iteration 30Q: 3 clusters Score -2.41742e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195555 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -24174330.000000 Penalty: 6057.634766
	Iteration 31Q: 3 clusters Score -2.417433e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196054 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -24174554.000000 Penalty: 6057.634766
	Iteration 32Q: 3 clusters Score -2.417455e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196483 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -24174738.000000 Penalty: 6057.634766
	Iteration 33Q: 3 clusters Score -2.417474e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196900 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -24174822.000000 Penalty: 6057.634766
	Iteration 34Q: 3 clusters Score -2.417482e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197265 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -24175076.000000 Penalty: 6057.634766
	Iteration 35Q: 3 clusters Score -2.417508e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197585 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -24175240.000000 Penalty: 6057.634766
	Iteration 36Q: 3 clusters Score -2.417524e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197888 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -24175306.000000 Penalty: 6057.634766
	Iteration 37Q: 3 clusters Score -2.417531e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198159 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -24175388.000000 Penalty: 6057.634766
	Iteration 38Q: 3 clusters Score -2.417539e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198396 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -24175444.000000 Penalty: 6057.634766
	Iteration 39Q: 3 clusters Score -2.417544e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198579 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -24175496.000000 Penalty: 6057.634766
	Iteration 40F: 3 clusters Score -2.41755e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198748 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -24175592.000000 Penalty: 6057.634766
	Iteration 41Q: 3 clusters Score -2.417559e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198880 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -24175636.000000 Penalty: 6057.634766
	Iteration 42Q: 3 clusters Score -2.417564e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198983 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -24175686.000000 Penalty: 6057.634766
	Iteration 43Q: 3 clusters Score -2.417569e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199080 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -24175720.000000 Penalty: 6057.634766
	Iteration 44Q: 3 clusters Score -2.417572e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199157 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -24175734.000000 Penalty: 6057.634766
	Iteration 45Q: 3 clusters Score -2.417573e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199228 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -24175788.000000 Penalty: 6057.634766
	Iteration 46Q: 3 clusters Score -2.417579e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199299 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -24175782.000000 Penalty: 6057.634766
	Iteration 47Q: 3 clusters Score -2.417578e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199367 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -24175800.000000 Penalty: 6057.634766
	Iteration 48Q: 3 clusters Score -2.41758e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199416 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -24175822.000000 Penalty: 6057.634766
	Iteration 49Q: 3 clusters Score -2.417582e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199456 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -24175808.000000 Penalty: 6057.634766
	Iteration 50Q: 3 clusters Score -2.417581e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199498 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -24175826.000000 Penalty: 6057.634766
	Iteration 51Q: 3 clusters Score -2.417583e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199541 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -24175826.000000 Penalty: 6057.634766
	Iteration 52Q: 3 clusters Score -2.417583e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199588 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -24175836.000000 Penalty: 6057.634766
	Iteration 53Q: 3 clusters Score -2.417584e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199635 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -24175870.000000 Penalty: 6057.634766
	Iteration 54Q: 3 clusters Score -2.417587e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199671 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -24175870.000000 Penalty: 6057.634766
	Iteration 55Q: 3 clusters Score -2.417587e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199697 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -24175862.000000 Penalty: 6057.634766
	Iteration 56Q: 3 clusters Score -2.417586e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199719 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -24175878.000000 Penalty: 6057.634766
	Iteration 57Q: 3 clusters Score -2.417588e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199741 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -24175882.000000 Penalty: 6057.634766
	Iteration 58Q: 3 clusters Score -2.417588e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199760 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -24175880.000000 Penalty: 6057.634766
	Iteration 59Q: 3 clusters Score -2.417588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199780 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -24175892.000000 Penalty: 6057.634766
	Iteration 60F: 3 clusters Score -2.417589e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199788 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24175920.000000 Penalty: 6057.634766
	Iteration 61Q: 3 clusters Score -2.417592e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199799 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -24175900.000000 Penalty: 6057.634766
	Iteration 62Q: 3 clusters Score -2.41759e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199817 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -24175914.000000 Penalty: 6057.634766
	Iteration 63Q: 3 clusters Score -2.417591e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199829 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -24175900.000000 Penalty: 6057.634766
	Iteration 64Q: 3 clusters Score -2.41759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199848 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -24175900.000000 Penalty: 6057.634766
	Iteration 65Q: 3 clusters Score -2.41759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199861 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -24175904.000000 Penalty: 6057.634766
	Iteration 66Q: 3 clusters Score -2.41759e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199872 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -24175934.000000 Penalty: 6057.634766
	Iteration 67Q: 3 clusters Score -2.417593e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199881 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -24175954.000000 Penalty: 6057.634766
	Iteration 68Q: 3 clusters Score -2.417595e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199900 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -24175958.000000 Penalty: 6057.634766
	Iteration 69Q: 3 clusters Score -2.417596e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199921 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -24175984.000000 Penalty: 6057.634766
	Iteration 70Q: 3 clusters Score -2.417598e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199940 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -24175970.000000 Penalty: 6057.634766
	Iteration 71Q: 3 clusters Score -2.417597e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199960 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -24175982.000000 Penalty: 6057.634766
	Iteration 72Q: 3 clusters Score -2.417598e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199977 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -24175952.000000 Penalty: 6057.634766
	Iteration 73Q: 3 clusters Score -2.417595e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199990 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -24175976.000000 Penalty: 6057.634766
	Iteration 74Q: 3 clusters Score -2.417598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200007 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -24175984.000000 Penalty: 6057.634766
	Iteration 75Q: 3 clusters Score -2.417598e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200019 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -24175978.000000 Penalty: 6057.634766
	Iteration 76Q: 3 clusters Score -2.417598e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200023 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -24175992.000000 Penalty: 6057.634766
	Iteration 77Q: 3 clusters Score -2.417599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200027 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -24175994.000000 Penalty: 6057.634766
	Iteration 78Q: 3 clusters Score -2.417599e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200030 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -24175996.000000 Penalty: 6057.634766
	Iteration 79Q: 3 clusters Score -2.4176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200037 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -24175996.000000 Penalty: 6057.634766
	Iteration 80F: 3 clusters Score -2.4176e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200046 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -24175994.000000 Penalty: 6057.634766
	Iteration 81Q: 3 clusters Score -2.417599e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200058 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -24176024.000000 Penalty: 6057.634766
	Iteration 82Q: 3 clusters Score -2.417602e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200069 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -24176016.000000 Penalty: 6057.634766
	Iteration 83Q: 3 clusters Score -2.417602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200075 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -24176018.000000 Penalty: 6057.634766
	Iteration 84Q: 3 clusters Score -2.417602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200081 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -24176024.000000 Penalty: 6057.634766
	Iteration 85Q: 3 clusters Score -2.417602e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200084 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -24176012.000000 Penalty: 6057.634766
	Iteration 86Q: 3 clusters Score -2.417601e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200087 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24176026.000000 Penalty: 6057.634766
	Iteration 87Q: 3 clusters Score -2.417603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200090 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -24176034.000000 Penalty: 6057.634766
	Iteration 88Q: 3 clusters Score -2.417603e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200094 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -24176050.000000 Penalty: 6057.634766
	Iteration 89Q: 3 clusters Score -2.417605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200100 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -24176030.000000 Penalty: 6057.634766
	Iteration 90Q: 3 clusters Score -2.417603e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200103 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -24176030.000000 Penalty: 6057.634766
	Iteration 91Q: 3 clusters Score -2.417603e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200107 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -24176028.000000 Penalty: 6057.634766
	Iteration 92Q: 3 clusters Score -2.417603e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200110 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -24176024.000000 Penalty: 6057.634766
	Iteration 93Q: 3 clusters Score -2.417602e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200112 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -24176028.000000 Penalty: 6057.634766
	Iteration 94Q: 3 clusters Score -2.417603e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200113 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -24176036.000000 Penalty: 6057.634766
	Iteration 95Q: 3 clusters Score -2.417604e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200113 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -24176036.000000 Penalty: 6057.634766
	Iteration 96F: 3 clusters Score -2.417604e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -308862.062500 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -308862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -305770.343750 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -305770.3 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -306376.562500 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -306376.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -306551.781250 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -306551.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -306657.968750 Penalty: 3928.541504
	Iteration 3Q: 3 clusters Score -306658 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -306729.687500 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -306729.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -306766.437500 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -306766.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -306798.718750 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -306798.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -306821.093750 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -306821.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -306836.406250 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -306836.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -306850.968750 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -306851 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -306866.312500 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -306866.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -306875.593750 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -306875.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -306888.343750 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -306888.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -306899.406250 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -306899.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -306909.750000 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -306909.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306916.906250 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -306916.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -306924.187500 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -306924.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306931.593750 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -306931.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -306942.156250 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -306942.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -306955.656250 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -306955.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -306962.593750 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -306962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -306965.093750 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -306965.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -306969.781250 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -306969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -306970.687500 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -306970.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -306972.031250 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -306972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -306974.968750 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -306975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -306976.375000 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -306976.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -306978.843750 Penalty: 3928.541504
	Iteration 27Q: 3 clusters Score -306978.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -306980.531250 Penalty: 3928.541504
	Iteration 28Q: 3 clusters Score -306980.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -306981.625000 Penalty: 3928.541504
	Iteration 29Q: 3 clusters Score -306981.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -306982.875000 Penalty: 3928.541504
	Iteration 30Q: 3 clusters Score -306982.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -306985.187500 Penalty: 3928.541504
	Iteration 31Q: 3 clusters Score -306985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -306987.718750 Penalty: 3928.541504
	Iteration 32Q: 3 clusters Score -306987.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -306988.562500 Penalty: 3928.541504
	Iteration 33Q: 3 clusters Score -306988.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -306990.687500 Penalty: 3928.541504
	Iteration 34Q: 3 clusters Score -306990.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -306991.968750 Penalty: 3928.541504
	Iteration 35Q: 3 clusters Score -306992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -306992.718750 Penalty: 3928.541504
	Iteration 36Q: 3 clusters Score -306992.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -306995.093750 Penalty: 3928.541504
	Iteration 37Q: 3 clusters Score -306995.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -306998.718750 Penalty: 3928.541504
	Iteration 38Q: 3 clusters Score -306998.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -306999.968750 Penalty: 3928.541504
	Iteration 39Q: 3 clusters Score -307000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -307001.562500 Penalty: 3928.541504
	Iteration 40F: 3 clusters Score -307001.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -307001.750000 Penalty: 3928.541504
	Iteration 41Q: 3 clusters Score -307001.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -307001.937500 Penalty: 3928.541504
	Iteration 42Q: 3 clusters Score -307001.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -307001.937500 Penalty: 3928.541504
	Iteration 43F: 3 clusters Score -307001.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -33890.707031 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -33890.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32565.402344 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -32565.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -32686.429688 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -32686.43 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -32740.908203 Penalty: 2906.950195
	Iteration 2Q: 3 clusters Score -32740.91 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -32784.472656 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -32784.47 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -32857.515625 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -32857.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -32894.199219 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -32894.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -32912.382812 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -32912.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -32927.914062 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -32927.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -32938.269531 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -32938.27 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -32942.281250 Penalty: 2906.950195
	Iteration 9Q: 3 clusters Score -32942.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -32947.199219 Penalty: 2906.950195
	Iteration 10Q: 3 clusters Score -32947.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32948.160156 Penalty: 2906.950195
	Iteration 11Q: 3 clusters Score -32948.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -32948.160156 Penalty: 2906.950195
	Iteration 12F: 3 clusters Score -32948.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Entering Unmasked Estep 
Score: -468186.531250 Penalty: 2062.078369
	Iteration 0F: 2 clusters Score -468186.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -464185.093750 Penalty: 4124.156738
	Iteration 0F: 3 clusters Score -464185.1 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -465170.562500 Penalty: 4124.156738
	Iteration 1F: 3 clusters Score -465170.6 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -465509.375000 Penalty: 4124.156738
	Iteration 2F: 3 clusters Score -465509.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -465781.281250 Penalty: 4124.156738
	Iteration 3F: 3 clusters Score -465781.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -465977.500000 Penalty: 4124.156738
	Iteration 4F: 3 clusters Score -465977.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -466142.312500 Penalty: 4124.156738
	Iteration 5F: 3 clusters Score -466142.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -466285.625000 Penalty: 4124.156738
	Iteration 6Q: 3 clusters Score -466285.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -466403.531250 Penalty: 4124.156738
	Iteration 7Q: 3 clusters Score -466403.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -466496.687500 Penalty: 4124.156738
	Iteration 8Q: 3 clusters Score -466496.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -466574.437500 Penalty: 4124.156738
	Iteration 9Q: 3 clusters Score -466574.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -466636.218750 Penalty: 4124.156738
	Iteration 10Q: 3 clusters Score -466636.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -466699.281250 Penalty: 4124.156738
	Iteration 11Q: 3 clusters Score -466699.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -466740.843750 Penalty: 4124.156738
	Iteration 12Q: 3 clusters Score -466740.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -466783.031250 Penalty: 4124.156738
	Iteration 13Q: 3 clusters Score -466783 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -466827.156250 Penalty: 4124.156738
	Iteration 14Q: 3 clusters Score -466827.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -466868.593750 Penalty: 4124.156738
	Iteration 15Q: 3 clusters Score -466868.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -466906.281250 Penalty: 4124.156738
	Iteration 16Q: 3 clusters Score -466906.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -466936.031250 Penalty: 4124.156738
	Iteration 17Q: 3 clusters Score -466936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -466951.781250 Penalty: 4124.156738
	Iteration 18Q: 3 clusters Score -466951.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -466961.656250 Penalty: 4124.156738
	Iteration 19Q: 3 clusters Score -466961.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -466967.843750 Penalty: 4124.156738
	Iteration 20F: 3 clusters Score -466967.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -466980.093750 Penalty: 4124.156738
	Iteration 21Q: 3 clusters Score -466980.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -466986.937500 Penalty: 4124.156738
	Iteration 22Q: 3 clusters Score -466986.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -466991.343750 Penalty: 4124.156738
	Iteration 23Q: 3 clusters Score -466991.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -466995.187500 Penalty: 4124.156738
	Iteration 24Q: 3 clusters Score -466995.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -466998.937500 Penalty: 4124.156738
	Iteration 25Q: 3 clusters Score -466998.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -467002.031250 Penalty: 4124.156738
	Iteration 26Q: 3 clusters Score -467002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -467003.750000 Penalty: 4124.156738
	Iteration 27Q: 3 clusters Score -467003.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -467006.656250 Penalty: 4124.156738
	Iteration 28Q: 3 clusters Score -467006.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -467010.468750 Penalty: 4124.156738
	Iteration 29Q: 3 clusters Score -467010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -467010.468750 Penalty: 4124.156738
	Iteration 30Q: 3 clusters Score -467010.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -467011.375000 Penalty: 4124.156738
	Iteration 31Q: 3 clusters Score -467011.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -467015.156250 Penalty: 4124.156738
	Iteration 32Q: 3 clusters Score -467015.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -467019.187500 Penalty: 4124.156738
	Iteration 33Q: 3 clusters Score -467019.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -467023.093750 Penalty: 4124.156738
	Iteration 34Q: 3 clusters Score -467023.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -467024.781250 Penalty: 4124.156738
	Iteration 35Q: 3 clusters Score -467024.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -467024.718750 Penalty: 4124.156738
	Iteration 36Q: 3 clusters Score -467024.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -467026.343750 Penalty: 4124.156738
	Iteration 37Q: 3 clusters Score -467026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -467026.250000 Penalty: 4124.156738
	Iteration 38Q: 3 clusters Score -467026.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -467026.937500 Penalty: 4124.156738
	Iteration 39Q: 3 clusters Score -467026.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -467027.781250 Penalty: 4124.156738
	Iteration 40F: 3 clusters Score -467027.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -467028.687500 Penalty: 4124.156738
	Iteration 41Q: 3 clusters Score -467028.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -467028.687500 Penalty: 4124.156738
	Iteration 42F: 3 clusters Score -467028.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (160913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160913 members 
Entering Unmasked Estep 
Score: -19412094.000000 Penalty: 2973.177490
	Iteration 0F: 2 clusters Score -1.941209e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80512 members 
Mstep: Class 2 contains 80401 members 
Entering Unmasked Estep 
Score: -19306394.000000 Penalty: 5946.354980
	Iteration 0F: 3 clusters Score -1.930639e+07 nChanged 76904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 79807 members 
Entering Unmasked Estep 
Score: -19350814.000000 Penalty: 5946.354980
	Iteration 1F: 3 clusters Score -1.935081e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81671 members 
Mstep: Class 2 contains 79242 members 
Entering Unmasked Estep 
Score: -19351630.000000 Penalty: 5946.354980
	Iteration 2Q: 3 clusters Score -1.935163e+07 nChanged 4606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82507 members 
Mstep: Class 2 contains 78406 members 
Entering Unmasked Estep 
Score: -19352536.000000 Penalty: 5946.354980
	Iteration 3Q: 3 clusters Score -1.935254e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83796 members 
Mstep: Class 2 contains 77117 members 
Entering Unmasked Estep 
Score: -19353730.000000 Penalty: 5946.354980
	Iteration 4Q: 3 clusters Score -1.935373e+07 nChanged 5142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85742 members 
Mstep: Class 2 contains 75171 members 
Entering Unmasked Estep 
Score: -19355274.000000 Penalty: 5946.354980
	Iteration 5Q: 3 clusters Score -1.935527e+07 nChanged 5743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88633 members 
Mstep: Class 2 contains 72280 members 
Entering Unmasked Estep 
Score: -19357162.000000 Penalty: 5946.354980
	Iteration 6Q: 3 clusters Score -1.935716e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92810 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -19359652.000000 Penalty: 5946.354980
	Iteration 7Q: 3 clusters Score -1.935965e+07 nChanged 8036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98740 members 
Mstep: Class 2 contains 62173 members 
Entering Unmasked Estep 
Score: -19363644.000000 Penalty: 5946.354980
	Iteration 8Q: 3 clusters Score -1.936364e+07 nChanged 9351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106211 members 
Mstep: Class 2 contains 54702 members 
Entering Unmasked Estep 
Score: -19369536.000000 Penalty: 5946.354980
	Iteration 9F: 3 clusters Score -1.936954e+07 nChanged 10134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114783 members 
Mstep: Class 2 contains 46130 members 
Entering Unmasked Estep 
Score: -19377092.000000 Penalty: 5946.354980
	Iteration 10F: 3 clusters Score -1.937709e+07 nChanged 9611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122742 members 
Mstep: Class 2 contains 38171 members 
Entering Unmasked Estep 
Score: -19385198.000000 Penalty: 5946.354980
	Iteration 11F: 3 clusters Score -1.93852e+07 nChanged 7804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128720 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -19391474.000000 Penalty: 5946.354980
	Iteration 12Q: 3 clusters Score -1.939147e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132667 members 
Mstep: Class 2 contains 28246 members 
Entering Unmasked Estep 
Score: -19395722.000000 Penalty: 5946.354980
	Iteration 13Q: 3 clusters Score -1.939572e+07 nChanged 4098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135527 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -19398294.000000 Penalty: 5946.354980
	Iteration 14Q: 3 clusters Score -1.939829e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137866 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -19400412.000000 Penalty: 5946.354980
	Iteration 15Q: 3 clusters Score -1.940041e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139782 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -19402316.000000 Penalty: 5946.354980
	Iteration 16Q: 3 clusters Score -1.940232e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141319 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -19403962.000000 Penalty: 5946.354980
	Iteration 17Q: 3 clusters Score -1.940396e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142470 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -19405506.000000 Penalty: 5946.354980
	Iteration 18Q: 3 clusters Score -1.940551e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143263 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -19406736.000000 Penalty: 5946.354980
	Iteration 19Q: 3 clusters Score -1.940674e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143743 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -19407738.000000 Penalty: 5946.354980
	Iteration 20F: 3 clusters Score -1.940774e+07 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143981 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -19408458.000000 Penalty: 5946.354980
	Iteration 21Q: 3 clusters Score -1.940846e+07 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144069 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -19409196.000000 Penalty: 5946.354980
	Iteration 22Q: 3 clusters Score -1.94092e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144030 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -19409758.000000 Penalty: 5946.354980
	Iteration 23Q: 3 clusters Score -1.940976e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143853 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -19410136.000000 Penalty: 5946.354980
	Iteration 24Q: 3 clusters Score -1.941014e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143734 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -19410434.000000 Penalty: 5946.354980
	Iteration 25Q: 3 clusters Score -1.941043e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143655 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -19410620.000000 Penalty: 5946.354980
	Iteration 26Q: 3 clusters Score -1.941062e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143575 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -19410722.000000 Penalty: 5946.354980
	Iteration 27Q: 3 clusters Score -1.941072e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143495 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -19410694.000000 Penalty: 5946.354980
	Iteration 28Q: 3 clusters Score -1.941069e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143428 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -19410744.000000 Penalty: 5946.354980
	Iteration 29Q: 3 clusters Score -1.941074e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143362 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -19410770.000000 Penalty: 5946.354980
	Iteration 30Q: 3 clusters Score -1.941077e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143301 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -19410744.000000 Penalty: 5946.354980
	Iteration 31Q: 3 clusters Score -1.941074e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143261 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -19410730.000000 Penalty: 5946.354980
	Iteration 32Q: 3 clusters Score -1.941073e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143229 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -19410742.000000 Penalty: 5946.354980
	Iteration 33Q: 3 clusters Score -1.941074e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143205 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -19410772.000000 Penalty: 5946.354980
	Iteration 34Q: 3 clusters Score -1.941077e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143185 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -19410764.000000 Penalty: 5946.354980
	Iteration 35Q: 3 clusters Score -1.941076e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143172 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -19410780.000000 Penalty: 5946.354980
	Iteration 36Q: 3 clusters Score -1.941078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143159 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -19410782.000000 Penalty: 5946.354980
	Iteration 37Q: 3 clusters Score -1.941078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143151 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -19410802.000000 Penalty: 5946.354980
	Iteration 38Q: 3 clusters Score -1.94108e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143143 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -19410806.000000 Penalty: 5946.354980
	Iteration 39Q: 3 clusters Score -1.941081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143135 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -19410826.000000 Penalty: 5946.354980
	Iteration 40F: 3 clusters Score -1.941083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143112 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -19410832.000000 Penalty: 5946.354980
	Iteration 41Q: 3 clusters Score -1.941083e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143093 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -19410846.000000 Penalty: 5946.354980
	Iteration 42Q: 3 clusters Score -1.941085e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143078 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
Score: -19410838.000000 Penalty: 5946.354980
	Iteration 43Q: 3 clusters Score -1.941084e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143064 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -19410864.000000 Penalty: 5946.354980
	Iteration 44Q: 3 clusters Score -1.941086e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143040 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -19410874.000000 Penalty: 5946.354980
	Iteration 45Q: 3 clusters Score -1.941087e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143021 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -19410880.000000 Penalty: 5946.354980
	Iteration 46Q: 3 clusters Score -1.941088e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143003 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -19410876.000000 Penalty: 5946.354980
	Iteration 47Q: 3 clusters Score -1.941088e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142989 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -19410850.000000 Penalty: 5946.354980
	Iteration 48Q: 3 clusters Score -1.941085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142971 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -19410860.000000 Penalty: 5946.354980
	Iteration 49Q: 3 clusters Score -1.941086e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142951 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -19410884.000000 Penalty: 5946.354980
	Iteration 50Q: 3 clusters Score -1.941088e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142929 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -19410876.000000 Penalty: 5946.354980
	Iteration 51Q: 3 clusters Score -1.941088e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142908 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -19410866.000000 Penalty: 5946.354980
	Iteration 52Q: 3 clusters Score -1.941087e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142879 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -19410856.000000 Penalty: 5946.354980
	Iteration 53Q: 3 clusters Score -1.941086e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142854 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -19410830.000000 Penalty: 5946.354980
	Iteration 54Q: 3 clusters Score -1.941083e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142828 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -19410846.000000 Penalty: 5946.354980
	Iteration 55Q: 3 clusters Score -1.941085e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142804 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -19410826.000000 Penalty: 5946.354980
	Iteration 56Q: 3 clusters Score -1.941083e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142782 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -19410816.000000 Penalty: 5946.354980
	Iteration 57Q: 3 clusters Score -1.941082e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142757 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -19410812.000000 Penalty: 5946.354980
	Iteration 58Q: 3 clusters Score -1.941081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142744 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -19410804.000000 Penalty: 5946.354980
	Iteration 59Q: 3 clusters Score -1.94108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142735 members 
Mstep: Class 2 contains 18178 members 
Entering Unmasked Estep 
Score: -19410818.000000 Penalty: 5946.354980
	Iteration 60F: 3 clusters Score -1.941082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142722 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -19410806.000000 Penalty: 5946.354980
	Iteration 61Q: 3 clusters Score -1.941081e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142704 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -19410814.000000 Penalty: 5946.354980
	Iteration 62Q: 3 clusters Score -1.941081e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142684 members 
Mstep: Class 2 contains 18229 members 
Entering Unmasked Estep 
Score: -19410804.000000 Penalty: 5946.354980
	Iteration 63Q: 3 clusters Score -1.94108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142659 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -19410800.000000 Penalty: 5946.354980
	Iteration 64Q: 3 clusters Score -1.94108e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142642 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -19410788.000000 Penalty: 5946.354980
	Iteration 65Q: 3 clusters Score -1.941079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142628 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -19410782.000000 Penalty: 5946.354980
	Iteration 66Q: 3 clusters Score -1.941078e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142616 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -19410782.000000 Penalty: 5946.354980
	Iteration 67Q: 3 clusters Score -1.941078e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142602 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -19410780.000000 Penalty: 5946.354980
	Iteration 68Q: 3 clusters Score -1.941078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142595 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -19410776.000000 Penalty: 5946.354980
	Iteration 69Q: 3 clusters Score -1.941078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142588 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -19410762.000000 Penalty: 5946.354980
	Iteration 70Q: 3 clusters Score -1.941076e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142577 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -19410770.000000 Penalty: 5946.354980
	Iteration 71Q: 3 clusters Score -1.941077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142563 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -19410774.000000 Penalty: 5946.354980
	Iteration 72Q: 3 clusters Score -1.941077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142551 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -19410774.000000 Penalty: 5946.354980
	Iteration 73Q: 3 clusters Score -1.941077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142548 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -19410772.000000 Penalty: 5946.354980
	Iteration 74Q: 3 clusters Score -1.941077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142542 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -19410782.000000 Penalty: 5946.354980
	Iteration 75Q: 3 clusters Score -1.941078e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142538 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -19410778.000000 Penalty: 5946.354980
	Iteration 76Q: 3 clusters Score -1.941078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142530 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -19410782.000000 Penalty: 5946.354980
	Iteration 77Q: 3 clusters Score -1.941078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142523 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -19410776.000000 Penalty: 5946.354980
	Iteration 78Q: 3 clusters Score -1.941078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142517 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -19410778.000000 Penalty: 5946.354980
	Iteration 79Q: 3 clusters Score -1.941078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142508 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -19410778.000000 Penalty: 5946.354980
	Iteration 80F: 3 clusters Score -1.941078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142503 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -19410792.000000 Penalty: 5946.354980
	Iteration 81Q: 3 clusters Score -1.941079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142501 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -19410794.000000 Penalty: 5946.354980
	Iteration 82Q: 3 clusters Score -1.941079e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142500 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -19410792.000000 Penalty: 5946.354980
	Iteration 83Q: 3 clusters Score -1.941079e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142498 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -19410786.000000 Penalty: 5946.354980
	Iteration 84Q: 3 clusters Score -1.941079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142492 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -19410784.000000 Penalty: 5946.354980
	Iteration 85Q: 3 clusters Score -1.941078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142487 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -19410782.000000 Penalty: 5946.354980
	Iteration 86Q: 3 clusters Score -1.941078e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142481 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -19410768.000000 Penalty: 5946.354980
	Iteration 87Q: 3 clusters Score -1.941077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142476 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -19410772.000000 Penalty: 5946.354980
	Iteration 88Q: 3 clusters Score -1.941077e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142470 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -19410776.000000 Penalty: 5946.354980
	Iteration 89Q: 3 clusters Score -1.941078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142461 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -19410796.000000 Penalty: 5946.354980
	Iteration 90Q: 3 clusters Score -1.94108e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142455 members 
Mstep: Class 2 contains 18458 members 
Entering Unmasked Estep 
Score: -19410796.000000 Penalty: 5946.354980
	Iteration 91Q: 3 clusters Score -1.94108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142444 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -19410784.000000 Penalty: 5946.354980
	Iteration 92Q: 3 clusters Score -1.941078e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142441 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -19410798.000000 Penalty: 5946.354980
	Iteration 93Q: 3 clusters Score -1.94108e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142436 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -19410812.000000 Penalty: 5946.354980
	Iteration 94Q: 3 clusters Score -1.941081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142435 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -19410810.000000 Penalty: 5946.354980
	Iteration 95Q: 3 clusters Score -1.941081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142434 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -19410806.000000 Penalty: 5946.354980
	Iteration 96Q: 3 clusters Score -1.941081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142432 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -19410802.000000 Penalty: 5946.354980
	Iteration 97Q: 3 clusters Score -1.94108e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142429 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -19410806.000000 Penalty: 5946.354980
	Iteration 98Q: 3 clusters Score -1.941081e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142425 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -19410806.000000 Penalty: 5946.354980
	Iteration 99Q: 3 clusters Score -1.941081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142424 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -19410800.000000 Penalty: 5946.354980
	Iteration 100F: 3 clusters Score -1.94108e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142425 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -19410800.000000 Penalty: 5946.354980
	Iteration 101Q: 3 clusters Score -1.94108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142425 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -19410800.000000 Penalty: 5946.354980
	Iteration 102F: 3 clusters Score -1.94108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Entering Unmasked Estep 
Score: -3049171.750000 Penalty: 2509.042236
	Iteration 0F: 2 clusters Score -3049172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 12173 members 
Entering Unmasked Estep 
Score: -3032002.500000 Penalty: 5018.084473
	Iteration 0F: 3 clusters Score -3032002 nChanged 11049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3037775.000000 Penalty: 5018.084473
	Iteration 1F: 3 clusters Score -3037775 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -3038289.000000 Penalty: 5018.084473
	Iteration 2F: 3 clusters Score -3038289 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -3038937.250000 Penalty: 5018.084473
	Iteration 3F: 3 clusters Score -3038937 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -3039831.250000 Penalty: 5018.084473
	Iteration 4F: 3 clusters Score -3039831 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -3041108.250000 Penalty: 5018.084473
	Iteration 5F: 3 clusters Score -3041108 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3042746.000000 Penalty: 5018.084473
	Iteration 6F: 3 clusters Score -3042746 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3044428.750000 Penalty: 5018.084473
	Iteration 7F: 3 clusters Score -3044429 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -3045685.250000 Penalty: 5018.084473
	Iteration 8F: 3 clusters Score -3045685 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -3046371.250000 Penalty: 5018.084473
	Iteration 9Q: 3 clusters Score -3046371 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -3046684.500000 Penalty: 5018.084473
	Iteration 10Q: 3 clusters Score -3046684 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3046812.000000 Penalty: 5018.084473
	Iteration 11Q: 3 clusters Score -3046812 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3046866.750000 Penalty: 5018.084473
	Iteration 12Q: 3 clusters Score -3046867 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24420 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3046897.750000 Penalty: 5018.084473
	Iteration 13Q: 3 clusters Score -3046898 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3046927.500000 Penalty: 5018.084473
	Iteration 14Q: 3 clusters Score -3046928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24450 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3046947.750000 Penalty: 5018.084473
	Iteration 15Q: 3 clusters Score -3046948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3046964.250000 Penalty: 5018.084473
	Iteration 16Q: 3 clusters Score -3046964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3046977.750000 Penalty: 5018.084473
	Iteration 17Q: 3 clusters Score -3046978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24471 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3046984.250000 Penalty: 5018.084473
	Iteration 18Q: 3 clusters Score -3046984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3046990.750000 Penalty: 5018.084473
	Iteration 19Q: 3 clusters Score -3046991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24477 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -3046990.250000 Penalty: 5018.084473
	Iteration 20F: 3 clusters Score -3046990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3046991.000000 Penalty: 5018.084473
	Iteration 21Q: 3 clusters Score -3046991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3046994.000000 Penalty: 5018.084473
	Iteration 22Q: 3 clusters Score -3046994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3046997.250000 Penalty: 5018.084473
	Iteration 23Q: 3 clusters Score -3046997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3047001.000000 Penalty: 5018.084473
	Iteration 24Q: 3 clusters Score -3047001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24476 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3047008.500000 Penalty: 5018.084473
	Iteration 25Q: 3 clusters Score -3047008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -3047010.500000 Penalty: 5018.084473
	Iteration 26Q: 3 clusters Score -3047010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24475 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3047014.750000 Penalty: 5018.084473
	Iteration 27Q: 3 clusters Score -3047015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -3047011.000000 Penalty: 5018.084473
	Iteration 28Q: 3 clusters Score -3047011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24480 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3047013.750000 Penalty: 5018.084473
	Iteration 29Q: 3 clusters Score -3047014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3047020.500000 Penalty: 5018.084473
	Iteration 30Q: 3 clusters Score -3047020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -3047020.500000 Penalty: 5018.084473
	Iteration 31Q: 3 clusters Score -3047020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3047022.750000 Penalty: 5018.084473
	Iteration 32Q: 3 clusters Score -3047023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3047022.750000 Penalty: 5018.084473
	Iteration 33F: 3 clusters Score -3047023 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54872 members 
Entering Unmasked Estep 
Score: -6430877.500000 Penalty: 2706.364258
	Iteration 0F: 2 clusters Score -6430878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 27494 members 
Entering Unmasked Estep 
Score: -6394090.000000 Penalty: 5412.728516
	Iteration 0F: 3 clusters Score -6394090 nChanged 25457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 27949 members 
Entering Unmasked Estep 
Score: -6408506.000000 Penalty: 5412.728516
	Iteration 1F: 3 clusters Score -6408506 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Mstep: Class 2 contains 28241 members 
Entering Unmasked Estep 
Score: -6409210.500000 Penalty: 5412.728516
	Iteration 2Q: 3 clusters Score -6409210 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -6409962.500000 Penalty: 5412.728516
	Iteration 3Q: 3 clusters Score -6409962 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -6410806.000000 Penalty: 5412.728516
	Iteration 4Q: 3 clusters Score -6410806 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 30300 members 
Entering Unmasked Estep 
Score: -6411885.500000 Penalty: 5412.728516
	Iteration 5Q: 3 clusters Score -6411886 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 31540 members 
Entering Unmasked Estep 
Score: -6413320.000000 Penalty: 5412.728516
	Iteration 6F: 3 clusters Score -6413320 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -6414937.000000 Penalty: 5412.728516
	Iteration 7F: 3 clusters Score -6414937 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -6416472.500000 Penalty: 5412.728516
	Iteration 8F: 3 clusters Score -6416472 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19757 members 
Mstep: Class 2 contains 35115 members 
Entering Unmasked Estep 
Score: -6417689.500000 Penalty: 5412.728516
	Iteration 9Q: 3 clusters Score -6417690 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 35570 members 
Entering Unmasked Estep 
Score: -6418443.500000 Penalty: 5412.728516
	Iteration 10Q: 3 clusters Score -6418444 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -6418919.000000 Penalty: 5412.728516
	Iteration 11Q: 3 clusters Score -6418919 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 35678 members 
Entering Unmasked Estep 
Score: -6419225.500000 Penalty: 5412.728516
	Iteration 12Q: 3 clusters Score -6419226 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 35593 members 
Entering Unmasked Estep 
Score: -6419481.500000 Penalty: 5412.728516
	Iteration 13Q: 3 clusters Score -6419482 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -6419695.000000 Penalty: 5412.728516
	Iteration 14Q: 3 clusters Score -6419695 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 35286 members 
Entering Unmasked Estep 
Score: -6419919.500000 Penalty: 5412.728516
	Iteration 15Q: 3 clusters Score -6419920 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -6420096.500000 Penalty: 5412.728516
	Iteration 16Q: 3 clusters Score -6420096 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -6420286.000000 Penalty: 5412.728516
	Iteration 17Q: 3 clusters Score -6420286 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -6420491.000000 Penalty: 5412.728516
	Iteration 18Q: 3 clusters Score -6420491 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19964 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -6420632.000000 Penalty: 5412.728516
	Iteration 19Q: 3 clusters Score -6420632 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 34966 members 
Entering Unmasked Estep 
Score: -6420819.500000 Penalty: 5412.728516
	Iteration 20F: 3 clusters Score -6420820 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 35058 members 
Entering Unmasked Estep 
Score: -6420923.000000 Penalty: 5412.728516
	Iteration 21Q: 3 clusters Score -6420923 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 35193 members 
Entering Unmasked Estep 
Score: -6421020.500000 Penalty: 5412.728516
	Iteration 22Q: 3 clusters Score -6421020 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 35348 members 
Entering Unmasked Estep 
Score: -6421114.500000 Penalty: 5412.728516
	Iteration 23Q: 3 clusters Score -6421114 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -6421249.000000 Penalty: 5412.728516
	Iteration 24Q: 3 clusters Score -6421249 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 35790 members 
Entering Unmasked Estep 
Score: -6421335.000000 Penalty: 5412.728516
	Iteration 25Q: 3 clusters Score -6421335 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 36068 members 
Entering Unmasked Estep 
Score: -6421451.000000 Penalty: 5412.728516
	Iteration 26Q: 3 clusters Score -6421451 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -6421534.000000 Penalty: 5412.728516
	Iteration 27Q: 3 clusters Score -6421534 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 36748 members 
Entering Unmasked Estep 
Score: -6421630.000000 Penalty: 5412.728516
	Iteration 28Q: 3 clusters Score -6421630 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -6421702.000000 Penalty: 5412.728516
	Iteration 29Q: 3 clusters Score -6421702 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 37504 members 
Entering Unmasked Estep 
Score: -6421849.500000 Penalty: 5412.728516
	Iteration 30Q: 3 clusters Score -6421850 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 37918 members 
Entering Unmasked Estep 
Score: -6421959.500000 Penalty: 5412.728516
	Iteration 31Q: 3 clusters Score -6421960 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 38384 members 
Entering Unmasked Estep 
Score: -6422095.000000 Penalty: 5412.728516
	Iteration 32Q: 3 clusters Score -6422095 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -6422257.000000 Penalty: 5412.728516
	Iteration 33Q: 3 clusters Score -6422257 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 39404 members 
Entering Unmasked Estep 
Score: -6422427.500000 Penalty: 5412.728516
	Iteration 34Q: 3 clusters Score -6422428 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -6422587.500000 Penalty: 5412.728516
	Iteration 35Q: 3 clusters Score -6422588 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -6422763.500000 Penalty: 5412.728516
	Iteration 36Q: 3 clusters Score -6422764 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -6422978.500000 Penalty: 5412.728516
	Iteration 37Q: 3 clusters Score -6422978 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -6423219.000000 Penalty: 5412.728516
	Iteration 38Q: 3 clusters Score -6423219 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 42436 members 
Entering Unmasked Estep 
Score: -6423411.500000 Penalty: 5412.728516
	Iteration 39Q: 3 clusters Score -6423412 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -6423708.500000 Penalty: 5412.728516
	Iteration 40F: 3 clusters Score -6423708 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -6424051.000000 Penalty: 5412.728516
	Iteration 41Q: 3 clusters Score -6424051 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -6424311.500000 Penalty: 5412.728516
	Iteration 42Q: 3 clusters Score -6424312 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -6424618.000000 Penalty: 5412.728516
	Iteration 43Q: 3 clusters Score -6424618 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -6424883.500000 Penalty: 5412.728516
	Iteration 44Q: 3 clusters Score -6424884 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -6425194.500000 Penalty: 5412.728516
	Iteration 45Q: 3 clusters Score -6425194 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -6425569.000000 Penalty: 5412.728516
	Iteration 46Q: 3 clusters Score -6425569 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 48151 members 
Entering Unmasked Estep 
Score: -6425925.000000 Penalty: 5412.728516
	Iteration 47Q: 3 clusters Score -6425925 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -6426234.500000 Penalty: 5412.728516
	Iteration 48Q: 3 clusters Score -6426234 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -6426545.500000 Penalty: 5412.728516
	Iteration 49Q: 3 clusters Score -6426546 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -6426814.500000 Penalty: 5412.728516
	Iteration 50Q: 3 clusters Score -6426814 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 50408 members 
Entering Unmasked Estep 
Score: -6427048.000000 Penalty: 5412.728516
	Iteration 51Q: 3 clusters Score -6427048 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 50854 members 
Entering Unmasked Estep 
Score: -6427287.000000 Penalty: 5412.728516
	Iteration 52Q: 3 clusters Score -6427287 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 51277 members 
Entering Unmasked Estep 
Score: -6427526.500000 Penalty: 5412.728516
	Iteration 53Q: 3 clusters Score -6427526 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -6427634.000000 Penalty: 5412.728516
	Iteration 54Q: 3 clusters Score -6427634 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -6427771.500000 Penalty: 5412.728516
	Iteration 55Q: 3 clusters Score -6427772 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 52165 members 
Entering Unmasked Estep 
Score: -6427897.000000 Penalty: 5412.728516
	Iteration 56Q: 3 clusters Score -6427897 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 52385 members 
Entering Unmasked Estep 
Score: -6427975.000000 Penalty: 5412.728516
	Iteration 57Q: 3 clusters Score -6427975 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -6428040.000000 Penalty: 5412.728516
	Iteration 58Q: 3 clusters Score -6428040 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -6428134.500000 Penalty: 5412.728516
	Iteration 59Q: 3 clusters Score -6428134 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -6428200.000000 Penalty: 5412.728516
	Iteration 60F: 3 clusters Score -6428200 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -6428270.000000 Penalty: 5412.728516
	Iteration 61Q: 3 clusters Score -6428270 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -6428318.500000 Penalty: 5412.728516
	Iteration 62Q: 3 clusters Score -6428318 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 53240 members 
Entering Unmasked Estep 
Score: -6428368.000000 Penalty: 5412.728516
	Iteration 63Q: 3 clusters Score -6428368 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 53310 members 
Entering Unmasked Estep 
Score: -6428406.500000 Penalty: 5412.728516
	Iteration 64Q: 3 clusters Score -6428406 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 53385 members 
Entering Unmasked Estep 
Score: -6428445.000000 Penalty: 5412.728516
	Iteration 65Q: 3 clusters Score -6428445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 53444 members 
Entering Unmasked Estep 
Score: -6428463.000000 Penalty: 5412.728516
	Iteration 66Q: 3 clusters Score -6428463 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 53499 members 
Entering Unmasked Estep 
Score: -6428481.000000 Penalty: 5412.728516
	Iteration 67Q: 3 clusters Score -6428481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 53547 members 
Entering Unmasked Estep 
Score: -6428502.500000 Penalty: 5412.728516
	Iteration 68Q: 3 clusters Score -6428502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 53594 members 
Entering Unmasked Estep 
Score: -6428532.500000 Penalty: 5412.728516
	Iteration 69Q: 3 clusters Score -6428532 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 53636 members 
Entering Unmasked Estep 
Score: -6428533.500000 Penalty: 5412.728516
	Iteration 70Q: 3 clusters Score -6428534 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -6428555.500000 Penalty: 5412.728516
	Iteration 71Q: 3 clusters Score -6428556 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -6428590.000000 Penalty: 5412.728516
	Iteration 72Q: 3 clusters Score -6428590 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 53743 members 
Entering Unmasked Estep 
Score: -6428580.500000 Penalty: 5412.728516
	Iteration 73Q: 3 clusters Score -6428580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 53764 members 
Entering Unmasked Estep 
Score: -6428594.000000 Penalty: 5412.728516
	Iteration 74Q: 3 clusters Score -6428594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 53786 members 
Entering Unmasked Estep 
Score: -6428605.000000 Penalty: 5412.728516
	Iteration 75Q: 3 clusters Score -6428605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 53803 members 
Entering Unmasked Estep 
Score: -6428619.500000 Penalty: 5412.728516
	Iteration 76Q: 3 clusters Score -6428620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 53823 members 
Entering Unmasked Estep 
Score: -6428626.000000 Penalty: 5412.728516
	Iteration 77Q: 3 clusters Score -6428626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -6428638.500000 Penalty: 5412.728516
	Iteration 78Q: 3 clusters Score -6428638 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 53867 members 
Entering Unmasked Estep 
Score: -6428653.500000 Penalty: 5412.728516
	Iteration 79Q: 3 clusters Score -6428654 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 53883 members 
Entering Unmasked Estep 
Score: -6428664.000000 Penalty: 5412.728516
	Iteration 80F: 3 clusters Score -6428664 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 53889 members 
Entering Unmasked Estep 
Score: -6428661.500000 Penalty: 5412.728516
	Iteration 81Q: 3 clusters Score -6428662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 53892 members 
Entering Unmasked Estep 
Score: -6428663.500000 Penalty: 5412.728516
	Iteration 82Q: 3 clusters Score -6428664 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 53895 members 
Entering Unmasked Estep 
Score: -6428658.500000 Penalty: 5412.728516
	Iteration 83Q: 3 clusters Score -6428658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 53896 members 
Entering Unmasked Estep 
Score: -6428663.500000 Penalty: 5412.728516
	Iteration 84Q: 3 clusters Score -6428664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 53898 members 
Entering Unmasked Estep 
Score: -6428668.000000 Penalty: 5412.728516
	Iteration 85Q: 3 clusters Score -6428668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 53899 members 
Entering Unmasked Estep 
Score: -6428661.000000 Penalty: 5412.728516
	Iteration 86Q: 3 clusters Score -6428661 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 53901 members 
Entering Unmasked Estep 
Score: -6428668.500000 Penalty: 5412.728516
	Iteration 87Q: 3 clusters Score -6428668 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -6428671.000000 Penalty: 5412.728516
	Iteration 88Q: 3 clusters Score -6428671 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 53902 members 
Entering Unmasked Estep 
Score: -6428671.000000 Penalty: 5412.728516
	Iteration 89F: 3 clusters Score -6428671 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Entering Unmasked Estep 
Score: -2224839.250000 Penalty: 2435.184082
	Iteration 0F: 2 clusters Score -2224839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -2211825.000000 Penalty: 4870.368164
	Iteration 0F: 3 clusters Score -2211825 nChanged 8025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2216131.750000 Penalty: 4870.368164
	Iteration 1F: 3 clusters Score -2216132 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2216696.500000 Penalty: 4870.368164
	Iteration 2F: 3 clusters Score -2216696 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2217533.500000 Penalty: 4870.368164
	Iteration 3F: 3 clusters Score -2217534 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -2218662.750000 Penalty: 4870.368164
	Iteration 4F: 3 clusters Score -2218663 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2220085.750000 Penalty: 4870.368164
	Iteration 5F: 3 clusters Score -2220086 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -2221563.750000 Penalty: 4870.368164
	Iteration 6F: 3 clusters Score -2221564 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2222729.000000 Penalty: 4870.368164
	Iteration 7F: 3 clusters Score -2222729 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2223471.250000 Penalty: 4870.368164
	Iteration 8Q: 3 clusters Score -2223471 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 14434 members 
Entering Unmasked Estep 
Score: -2223733.000000 Penalty: 4870.368164
	Iteration 9Q: 3 clusters Score -2223733 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
Score: -2223824.500000 Penalty: 4870.368164
	Iteration 10Q: 3 clusters Score -2223824 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 14562 members 
Entering Unmasked Estep 
Score: -2223870.750000 Penalty: 4870.368164
	Iteration 11Q: 3 clusters Score -2223871 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -2223893.250000 Penalty: 4870.368164
	Iteration 12Q: 3 clusters Score -2223893 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -2223908.250000 Penalty: 4870.368164
	Iteration 13Q: 3 clusters Score -2223908 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2223924.750000 Penalty: 4870.368164
	Iteration 14Q: 3 clusters Score -2223925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2223933.000000 Penalty: 4870.368164
	Iteration 15Q: 3 clusters Score -2223933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -2223933.750000 Penalty: 4870.368164
	Iteration 16Q: 3 clusters Score -2223934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -2223938.500000 Penalty: 4870.368164
	Iteration 17Q: 3 clusters Score -2223938 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2223945.750000 Penalty: 4870.368164
	Iteration 18Q: 3 clusters Score -2223946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2223942.500000 Penalty: 4870.368164
	Iteration 19Q: 3 clusters Score -2223942 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -2223948.250000 Penalty: 4870.368164
	Iteration 20F: 3 clusters Score -2223948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -2223941.500000 Penalty: 4870.368164
	Iteration 21Q: 3 clusters Score -2223942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2223940.250000 Penalty: 4870.368164
	Iteration 22Q: 3 clusters Score -2223940 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -2223946.000000 Penalty: 4870.368164
	Iteration 23Q: 3 clusters Score -2223946 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2223944.500000 Penalty: 4870.368164
	Iteration 24Q: 3 clusters Score -2223944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -2223948.000000 Penalty: 4870.368164
	Iteration 25Q: 3 clusters Score -2223948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2223946.500000 Penalty: 4870.368164
	Iteration 26Q: 3 clusters Score -2223946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -2223946.250000 Penalty: 4870.368164
	Iteration 27Q: 3 clusters Score -2223946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2223947.500000 Penalty: 4870.368164
	Iteration 28Q: 3 clusters Score -2223948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2223947.500000 Penalty: 4870.368164
	Iteration 29F: 3 clusters Score -2223948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 196321 members 
Mstep: Class 3 contains 201385 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160913 members 
Mstep: Class 14 contains 24763 members 
Mstep: Class 20 contains 54872 members 
Mstep: Class 22 contains 18385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111904.000000 Penalty: 33322.019531
Iteration 399Q: 11 clusters Score -8.11119e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 196351 members 
Mstep: Class 3 contains 201374 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160898 members 
Mstep: Class 14 contains 24761 members 
Mstep: Class 20 contains 54872 members 
Mstep: Class 22 contains 18383 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111800.000000 Penalty: 33322.019531
Iteration 400F: 11 clusters Score -8.11118e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 196371 members 
Mstep: Class 3 contains 201356 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160896 members 
Mstep: Class 14 contains 24759 members 
Mstep: Class 20 contains 54874 members 
Mstep: Class 22 contains 18382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111880.000000 Penalty: 33322.019531
Iteration 401Q: 11 clusters Score -8.111188e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 196379 members 
Mstep: Class 3 contains 201347 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160892 members 
Mstep: Class 14 contains 24759 members 
Mstep: Class 20 contains 54876 members 
Mstep: Class 22 contains 18382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 402Q: 11 clusters Score -8.11119e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 196385 members 
Mstep: Class 3 contains 201341 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160895 members 
Mstep: Class 14 contains 24754 members 
Mstep: Class 20 contains 54877 members 
Mstep: Class 22 contains 18382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111888.000000 Penalty: 33322.019531
Iteration 403Q: 11 clusters Score -8.111189e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 196402 members 
Mstep: Class 3 contains 201326 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160892 members 
Mstep: Class 14 contains 24753 members 
Mstep: Class 20 contains 54878 members 
Mstep: Class 22 contains 18382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111912.000000 Penalty: 33322.019531
Iteration 404Q: 11 clusters Score -8.111191e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196419 members 
Mstep: Class 3 contains 201310 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160889 members 
Mstep: Class 14 contains 24754 members 
Mstep: Class 20 contains 54880 members 
Mstep: Class 22 contains 18380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111920.000000 Penalty: 33322.019531
Iteration 405Q: 11 clusters Score -8.111192e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 196432 members 
Mstep: Class 3 contains 201297 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160890 members 
Mstep: Class 14 contains 24755 members 
Mstep: Class 20 contains 54880 members 
Mstep: Class 22 contains 18377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111896.000000 Penalty: 33322.019531
Iteration 406Q: 11 clusters Score -8.11119e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 196435 members 
Mstep: Class 3 contains 201295 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160892 members 
Mstep: Class 14 contains 24754 members 
Mstep: Class 20 contains 54880 members 
Mstep: Class 22 contains 18375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111928.000000 Penalty: 33322.019531
Iteration 407Q: 11 clusters Score -8.111193e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196441 members 
Mstep: Class 3 contains 201292 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160893 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 20 contains 54881 members 
Mstep: Class 22 contains 18373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111960.000000 Penalty: 33322.019531
Iteration 408Q: 11 clusters Score -8.111196e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196440 members 
Mstep: Class 3 contains 201289 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160899 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 20 contains 54879 members 
Mstep: Class 22 contains 18373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111984.000000 Penalty: 33322.019531
Iteration 409Q: 11 clusters Score -8.111198e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196443 members 
Mstep: Class 3 contains 201285 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160900 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 20 contains 54879 members 
Mstep: Class 22 contains 18373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111968.000000 Penalty: 33322.019531
Iteration 410Q: 11 clusters Score -8.111197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196442 members 
Mstep: Class 3 contains 201285 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160900 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 20 contains 54879 members 
Mstep: Class 22 contains 18374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111960.000000 Penalty: 33322.019531
Iteration 411Q: 11 clusters Score -8.111196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196440 members 
Mstep: Class 3 contains 201286 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160902 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 20 contains 54879 members 
Mstep: Class 22 contains 18373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111968.000000 Penalty: 33322.019531
Iteration 412Q: 11 clusters Score -8.111197e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196441 members 
Mstep: Class 3 contains 201284 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160904 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 20 contains 54879 members 
Mstep: Class 22 contains 18372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112000.000000 Penalty: 33322.019531
Iteration 413Q: 11 clusters Score -8.1112e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196441 members 
Mstep: Class 3 contains 201282 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160906 members 
Mstep: Class 14 contains 24752 members 
Mstep: Class 20 contains 54880 members 
Mstep: Class 22 contains 18371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112000.000000 Penalty: 33322.019531
Iteration 414Q: 11 clusters Score -8.1112e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196440 members 
Mstep: Class 3 contains 201279 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160912 members 
Mstep: Class 14 contains 24751 members 
Mstep: Class 20 contains 54879 members 
Mstep: Class 22 contains 18371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111976.000000 Penalty: 33322.019531
Iteration 415Q: 11 clusters Score -8.111198e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196440 members 
Mstep: Class 3 contains 201280 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160915 members 
Mstep: Class 14 contains 24749 members 
Mstep: Class 20 contains 54878 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81112000.000000 Penalty: 33322.019531
Iteration 416Q: 11 clusters Score -8.1112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196444 members 
Mstep: Class 3 contains 201281 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160912 members 
Mstep: Class 14 contains 24748 members 
Mstep: Class 20 contains 54877 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111960.000000 Penalty: 33322.019531
Iteration 417Q: 11 clusters Score -8.111196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196441 members 
Mstep: Class 3 contains 201285 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160911 members 
Mstep: Class 14 contains 24748 members 
Mstep: Class 20 contains 54877 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111952.000000 Penalty: 33322.019531
Iteration 418Q: 11 clusters Score -8.111195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196437 members 
Mstep: Class 3 contains 201287 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160913 members 
Mstep: Class 14 contains 24748 members 
Mstep: Class 20 contains 54877 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111968.000000 Penalty: 33322.019531
Iteration 419Q: 11 clusters Score -8.111197e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196432 members 
Mstep: Class 3 contains 201292 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160914 members 
Mstep: Class 14 contains 24748 members 
Mstep: Class 20 contains 54876 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111952.000000 Penalty: 33322.019531
Iteration 420F: 11 clusters Score -8.111195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196431 members 
Mstep: Class 3 contains 201292 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160916 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 20 contains 54876 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111920.000000 Penalty: 33322.019531
Iteration 421Q: 11 clusters Score -8.111192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196430 members 
Mstep: Class 3 contains 201292 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160917 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 20 contains 54876 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111920.000000 Penalty: 33322.019531
Iteration 422Q: 11 clusters Score -8.111192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196428 members 
Mstep: Class 3 contains 201293 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160918 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 20 contains 54876 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111920.000000 Penalty: 33322.019531
Iteration 423Q: 11 clusters Score -8.111192e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196429 members 
Mstep: Class 3 contains 201292 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160918 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 20 contains 54876 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111904.000000 Penalty: 33322.019531
Iteration 424Q: 11 clusters Score -8.11119e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196429 members 
Mstep: Class 3 contains 201292 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160918 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 20 contains 54876 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111928.000000 Penalty: 33322.019531
Iteration 425Q: 11 clusters Score -8.111193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196429 members 
Mstep: Class 3 contains 201293 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160917 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 20 contains 54876 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111928.000000 Penalty: 33322.019531
Iteration 426Q: 11 clusters Score -8.111193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 5 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 196429 members 
Mstep: Class 3 contains 201293 members 
Mstep: Class 4 contains 2753 members 
Mstep: Class 5 contains 351 members 
Mstep: Class 7 contains 4084 members 
Mstep: Class 8 contains 160917 members 
Mstep: Class 14 contains 24747 members 
Mstep: Class 20 contains 54876 members 
Mstep: Class 22 contains 18370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -81111928.000000 Penalty: 33322.019531
Iteration 427F: 11 clusters Score -8.111193e+07 nChanged 0
Entering ConstructFrom: 
Score: -81111928.000000 Penalty: 33322.019531
Entering ConstructFrom: 
Trying to split cluster 1 (20575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Entering Unmasked Estep 
Score: -2474086.750000 Penalty: 2463.094482
	Iteration 0F: 2 clusters Score -2474087 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -2459718.250000 Penalty: 4926.188965
	Iteration 0F: 3 clusters Score -2459718 nChanged 8999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2464471.000000 Penalty: 4926.188965
	Iteration 1F: 3 clusters Score -2464471 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2464842.000000 Penalty: 4926.188965
	Iteration 2F: 3 clusters Score -2464842 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2465202.000000 Penalty: 4926.188965
	Iteration 3Q: 3 clusters Score -2465202 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 10986 members 
Entering Unmasked Estep 
Score: -2465555.250000 Penalty: 4926.188965
	Iteration 4Q: 3 clusters Score -2465555 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2465971.000000 Penalty: 4926.188965
	Iteration 5Q: 3 clusters Score -2465971 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 11592 members 
Entering Unmasked Estep 
Score: -2466455.250000 Penalty: 4926.188965
	Iteration 6Q: 3 clusters Score -2466455 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -2467041.750000 Penalty: 4926.188965
	Iteration 7F: 3 clusters Score -2467042 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2467766.000000 Penalty: 4926.188965
	Iteration 8F: 3 clusters Score -2467766 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -2468583.750000 Penalty: 4926.188965
	Iteration 9F: 3 clusters Score -2468584 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -2469609.250000 Penalty: 4926.188965
	Iteration 10F: 3 clusters Score -2469609 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2470677.750000 Penalty: 4926.188965
	Iteration 11F: 3 clusters Score -2470678 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2471529.250000 Penalty: 4926.188965
	Iteration 12Q: 3 clusters Score -2471529 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2472029.000000 Penalty: 4926.188965
	Iteration 13Q: 3 clusters Score -2472029 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2472411.750000 Penalty: 4926.188965
	Iteration 14Q: 3 clusters Score -2472412 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -2472699.000000 Penalty: 4926.188965
	Iteration 15Q: 3 clusters Score -2472699 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2472882.000000 Penalty: 4926.188965
	Iteration 16Q: 3 clusters Score -2472882 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2473038.750000 Penalty: 4926.188965
	Iteration 17Q: 3 clusters Score -2473039 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -2473148.500000 Penalty: 4926.188965
	Iteration 18Q: 3 clusters Score -2473148 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2473225.500000 Penalty: 4926.188965
	Iteration 19Q: 3 clusters Score -2473226 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2473268.500000 Penalty: 4926.188965
	Iteration 20F: 3 clusters Score -2473268 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19118 members 
Entering Unmasked Estep 
Score: -2473313.750000 Penalty: 4926.188965
	Iteration 21Q: 3 clusters Score -2473314 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2473340.250000 Penalty: 4926.188965
	Iteration 22Q: 3 clusters Score -2473340 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -2473350.500000 Penalty: 4926.188965
	Iteration 23Q: 3 clusters Score -2473350 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2473366.500000 Penalty: 4926.188965
	Iteration 24Q: 3 clusters Score -2473366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 19256 members 
Entering Unmasked Estep 
Score: -2473370.250000 Penalty: 4926.188965
	Iteration 25Q: 3 clusters Score -2473370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 19270 members 
Entering Unmasked Estep 
Score: -2473380.000000 Penalty: 4926.188965
	Iteration 26Q: 3 clusters Score -2473380 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -2473387.750000 Penalty: 4926.188965
	Iteration 27Q: 3 clusters Score -2473388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 19296 members 
Entering Unmasked Estep 
Score: -2473389.750000 Penalty: 4926.188965
	Iteration 28Q: 3 clusters Score -2473390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -2473396.000000 Penalty: 4926.188965
	Iteration 29Q: 3 clusters Score -2473396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 19317 members 
Entering Unmasked Estep 
Score: -2473396.500000 Penalty: 4926.188965
	Iteration 30Q: 3 clusters Score -2473396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2473403.750000 Penalty: 4926.188965
	Iteration 31Q: 3 clusters Score -2473404 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2473408.750000 Penalty: 4926.188965
	Iteration 32Q: 3 clusters Score -2473409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2473412.500000 Penalty: 4926.188965
	Iteration 33Q: 3 clusters Score -2473412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2473415.750000 Penalty: 4926.188965
	Iteration 34Q: 3 clusters Score -2473416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -2473419.500000 Penalty: 4926.188965
	Iteration 35Q: 3 clusters Score -2473420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -2473423.500000 Penalty: 4926.188965
	Iteration 36Q: 3 clusters Score -2473424 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 19361 members 
Entering Unmasked Estep 
Score: -2473420.750000 Penalty: 4926.188965
	Iteration 37Q: 3 clusters Score -2473421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 19364 members 
Entering Unmasked Estep 
Score: -2473420.000000 Penalty: 4926.188965
	Iteration 38Q: 3 clusters Score -2473420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2473421.750000 Penalty: 4926.188965
	Iteration 39Q: 3 clusters Score -2473422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -2473421.750000 Penalty: 4926.188965
	Iteration 40F: 3 clusters Score -2473422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (196429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196429 members 
Entering Unmasked Estep 
Score: -23685392.000000 Penalty: 3022.637939
	Iteration 0F: 2 clusters Score -2.368539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97446 members 
Mstep: Class 2 contains 98983 members 
Entering Unmasked Estep 
Score: -23558216.000000 Penalty: 6045.275879
	Iteration 0F: 3 clusters Score -2.355822e+07 nChanged 94419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84719 members 
Mstep: Class 2 contains 111710 members 
Entering Unmasked Estep 
Score: -23615392.000000 Penalty: 6045.275879
	Iteration 1F: 3 clusters Score -2.361539e+07 nChanged 8930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76899 members 
Mstep: Class 2 contains 119530 members 
Entering Unmasked Estep 
Score: -23619120.000000 Penalty: 6045.275879
	Iteration 2Q: 3 clusters Score -2.361912e+07 nChanged 12183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65370 members 
Mstep: Class 2 contains 131059 members 
Entering Unmasked Estep 
Score: -23626090.000000 Penalty: 6045.275879
	Iteration 3F: 3 clusters Score -2.362609e+07 nChanged 16277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49367 members 
Mstep: Class 2 contains 147062 members 
Entering Unmasked Estep 
Score: -23638802.000000 Penalty: 6045.275879
	Iteration 4F: 3 clusters Score -2.36388e+07 nChanged 18686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30765 members 
Mstep: Class 2 contains 165664 members 
Entering Unmasked Estep 
Score: -23655010.000000 Penalty: 6045.275879
	Iteration 5F: 3 clusters Score -2.365501e+07 nChanged 15817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 181451 members 
Entering Unmasked Estep 
Score: -23669826.000000 Penalty: 6045.275879
	Iteration 6F: 3 clusters Score -2.366983e+07 nChanged 9247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 190692 members 
Entering Unmasked Estep 
Score: -23678216.000000 Penalty: 6045.275879
	Iteration 7Q: 3 clusters Score -2.367822e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 194328 members 
Entering Unmasked Estep 
Score: -23681172.000000 Penalty: 6045.275879
	Iteration 8Q: 3 clusters Score -2.368117e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 195475 members 
Entering Unmasked Estep 
Score: -23682202.000000 Penalty: 6045.275879
	Iteration 9Q: 3 clusters Score -2.36822e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 195779 members 
Entering Unmasked Estep 
Score: -23682544.000000 Penalty: 6045.275879
	Iteration 10Q: 3 clusters Score -2.368254e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 195895 members 
Entering Unmasked Estep 
Score: -23682744.000000 Penalty: 6045.275879
	Iteration 11Q: 3 clusters Score -2.368274e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 195930 members 
Entering Unmasked Estep 
Score: -23682840.000000 Penalty: 6045.275879
	Iteration 12Q: 3 clusters Score -2.368284e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 195944 members 
Entering Unmasked Estep 
Score: -23682894.000000 Penalty: 6045.275879
	Iteration 13Q: 3 clusters Score -2.368289e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 195956 members 
Entering Unmasked Estep 
Score: -23682940.000000 Penalty: 6045.275879
	Iteration 14Q: 3 clusters Score -2.368294e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 195958 members 
Entering Unmasked Estep 
Score: -23682976.000000 Penalty: 6045.275879
	Iteration 15Q: 3 clusters Score -2.368298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 195966 members 
Entering Unmasked Estep 
Score: -23682988.000000 Penalty: 6045.275879
	Iteration 16Q: 3 clusters Score -2.368299e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 195970 members 
Entering Unmasked Estep 
Score: -23682994.000000 Penalty: 6045.275879
	Iteration 17Q: 3 clusters Score -2.368299e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 195975 members 
Entering Unmasked Estep 
Score: -23683002.000000 Penalty: 6045.275879
	Iteration 18Q: 3 clusters Score -2.3683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 195976 members 
Entering Unmasked Estep 
Score: -23683010.000000 Penalty: 6045.275879
	Iteration 19Q: 3 clusters Score -2.368301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 195975 members 
Entering Unmasked Estep 
Score: -23683000.000000 Penalty: 6045.275879
	Iteration 20F: 3 clusters Score -2.3683e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -23683006.000000 Penalty: 6045.275879
	Iteration 21Q: 3 clusters Score -2.368301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 195978 members 
Entering Unmasked Estep 
Score: -23683012.000000 Penalty: 6045.275879
	Iteration 22Q: 3 clusters Score -2.368301e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 195978 members 
Entering Unmasked Estep 
Score: -23683018.000000 Penalty: 6045.275879
	Iteration 23Q: 3 clusters Score -2.368302e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -23683026.000000 Penalty: 6045.275879
	Iteration 24Q: 3 clusters Score -2.368303e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 195976 members 
Entering Unmasked Estep 
Score: -23683022.000000 Penalty: 6045.275879
	Iteration 25Q: 3 clusters Score -2.368302e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -23683028.000000 Penalty: 6045.275879
	Iteration 26Q: 3 clusters Score -2.368303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 195978 members 
Entering Unmasked Estep 
Score: -23683026.000000 Penalty: 6045.275879
	Iteration 27Q: 3 clusters Score -2.368303e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 195980 members 
Entering Unmasked Estep 
Score: -23683026.000000 Penalty: 6045.275879
	Iteration 28Q: 3 clusters Score -2.368303e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 195983 members 
Entering Unmasked Estep 
Score: -23683032.000000 Penalty: 6045.275879
	Iteration 29Q: 3 clusters Score -2.368303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 195985 members 
Entering Unmasked Estep 
Score: -23683036.000000 Penalty: 6045.275879
	Iteration 30Q: 3 clusters Score -2.368304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 195984 members 
Entering Unmasked Estep 
Score: -23683028.000000 Penalty: 6045.275879
	Iteration 31Q: 3 clusters Score -2.368303e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 195984 members 
Entering Unmasked Estep 
Score: -23683042.000000 Penalty: 6045.275879
	Iteration 32Q: 3 clusters Score -2.368304e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 195984 members 
Entering Unmasked Estep 
Score: -23683038.000000 Penalty: 6045.275879
	Iteration 33Q: 3 clusters Score -2.368304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 195984 members 
Entering Unmasked Estep 
Score: -23683038.000000 Penalty: 6045.275879
	Iteration 34F: 3 clusters Score -2.368304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (201293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201293 members 
Entering Unmasked Estep 
Score: -24167422.000000 Penalty: 3028.704102
	Iteration 0F: 2 clusters Score -2.416742e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100344 members 
Mstep: Class 2 contains 100949 members 
Entering Unmasked Estep 
Score: -24035346.000000 Penalty: 6057.408203
	Iteration 0F: 3 clusters Score -2.403535e+07 nChanged 96560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97326 members 
Mstep: Class 2 contains 103967 members 
Entering Unmasked Estep 
Score: -24091848.000000 Penalty: 6057.408203
	Iteration 1F: 3 clusters Score -2.409185e+07 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95224 members 
Mstep: Class 2 contains 106069 members 
Entering Unmasked Estep 
Score: -24093616.000000 Penalty: 6057.408203
	Iteration 2Q: 3 clusters Score -2.409362e+07 nChanged 6891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91961 members 
Mstep: Class 2 contains 109332 members 
Entering Unmasked Estep 
Score: -24095750.000000 Penalty: 6057.408203
	Iteration 3Q: 3 clusters Score -2.409575e+07 nChanged 8027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87016 members 
Mstep: Class 2 contains 114277 members 
Entering Unmasked Estep 
Score: -24098944.000000 Penalty: 6057.408203
	Iteration 4Q: 3 clusters Score -2.409894e+07 nChanged 9539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79891 members 
Mstep: Class 2 contains 121402 members 
Entering Unmasked Estep 
Score: -24103990.000000 Penalty: 6057.408203
	Iteration 5Q: 3 clusters Score -2.410399e+07 nChanged 11503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70246 members 
Mstep: Class 2 contains 131047 members 
Entering Unmasked Estep 
Score: -24112136.000000 Penalty: 6057.408203
	Iteration 6F: 3 clusters Score -2.411214e+07 nChanged 13193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 142684 members 
Entering Unmasked Estep 
Score: -24123380.000000 Penalty: 6057.408203
	Iteration 7F: 3 clusters Score -2.412338e+07 nChanged 12872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47421 members 
Mstep: Class 2 contains 153872 members 
Entering Unmasked Estep 
Score: -24134578.000000 Penalty: 6057.408203
	Iteration 8F: 3 clusters Score -2.413458e+07 nChanged 10734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38831 members 
Mstep: Class 2 contains 162462 members 
Entering Unmasked Estep 
Score: -24142964.000000 Penalty: 6057.408203
	Iteration 9F: 3 clusters Score -2.414296e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 168275 members 
Entering Unmasked Estep 
Score: -24148464.000000 Penalty: 6057.408203
	Iteration 10Q: 3 clusters Score -2.414846e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 172385 members 
Entering Unmasked Estep 
Score: -24151914.000000 Penalty: 6057.408203
	Iteration 11Q: 3 clusters Score -2.415191e+07 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 175484 members 
Entering Unmasked Estep 
Score: -24154144.000000 Penalty: 6057.408203
	Iteration 12Q: 3 clusters Score -2.415414e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 178095 members 
Entering Unmasked Estep 
Score: -24155648.000000 Penalty: 6057.408203
	Iteration 13Q: 3 clusters Score -2.415565e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 180473 members 
Entering Unmasked Estep 
Score: -24156778.000000 Penalty: 6057.408203
	Iteration 14Q: 3 clusters Score -2.415678e+07 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 182530 members 
Entering Unmasked Estep 
Score: -24157772.000000 Penalty: 6057.408203
	Iteration 15Q: 3 clusters Score -2.415777e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 184482 members 
Entering Unmasked Estep 
Score: -24158598.000000 Penalty: 6057.408203
	Iteration 16Q: 3 clusters Score -2.41586e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 186200 members 
Entering Unmasked Estep 
Score: -24159272.000000 Penalty: 6057.408203
	Iteration 17Q: 3 clusters Score -2.415927e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 187729 members 
Entering Unmasked Estep 
Score: -24159776.000000 Penalty: 6057.408203
	Iteration 18Q: 3 clusters Score -2.415978e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12127 members 
Mstep: Class 2 contains 189166 members 
Entering Unmasked Estep 
Score: -24160426.000000 Penalty: 6057.408203
	Iteration 19Q: 3 clusters Score -2.416043e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 190466 members 
Entering Unmasked Estep 
Score: -24160988.000000 Penalty: 6057.408203
	Iteration 20F: 3 clusters Score -2.416099e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 191643 members 
Entering Unmasked Estep 
Score: -24161418.000000 Penalty: 6057.408203
	Iteration 21Q: 3 clusters Score -2.416142e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 192676 members 
Entering Unmasked Estep 
Score: -24161808.000000 Penalty: 6057.408203
	Iteration 22Q: 3 clusters Score -2.416181e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 193605 members 
Entering Unmasked Estep 
Score: -24162190.000000 Penalty: 6057.408203
	Iteration 23Q: 3 clusters Score -2.416219e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 194464 members 
Entering Unmasked Estep 
Score: -24162652.000000 Penalty: 6057.408203
	Iteration 24Q: 3 clusters Score -2.416265e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 195253 members 
Entering Unmasked Estep 
Score: -24162942.000000 Penalty: 6057.408203
	Iteration 25Q: 3 clusters Score -2.416294e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 195907 members 
Entering Unmasked Estep 
Score: -24163244.000000 Penalty: 6057.408203
	Iteration 26Q: 3 clusters Score -2.416324e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 196501 members 
Entering Unmasked Estep 
Score: -24163572.000000 Penalty: 6057.408203
	Iteration 27Q: 3 clusters Score -2.416357e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 196962 members 
Entering Unmasked Estep 
Score: -24163764.000000 Penalty: 6057.408203
	Iteration 28Q: 3 clusters Score -2.416376e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 197365 members 
Entering Unmasked Estep 
Score: -24163946.000000 Penalty: 6057.408203
	Iteration 29Q: 3 clusters Score -2.416395e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 197726 members 
Entering Unmasked Estep 
Score: -24164074.000000 Penalty: 6057.408203
	Iteration 30Q: 3 clusters Score -2.416407e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 198028 members 
Entering Unmasked Estep 
Score: -24164198.000000 Penalty: 6057.408203
	Iteration 31Q: 3 clusters Score -2.41642e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 198311 members 
Entering Unmasked Estep 
Score: -24164288.000000 Penalty: 6057.408203
	Iteration 32Q: 3 clusters Score -2.416429e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 198540 members 
Entering Unmasked Estep 
Score: -24164340.000000 Penalty: 6057.408203
	Iteration 33Q: 3 clusters Score -2.416434e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 198745 members 
Entering Unmasked Estep 
Score: -24164404.000000 Penalty: 6057.408203
	Iteration 34Q: 3 clusters Score -2.41644e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 198935 members 
Entering Unmasked Estep 
Score: -24164522.000000 Penalty: 6057.408203
	Iteration 35Q: 3 clusters Score -2.416452e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 199076 members 
Entering Unmasked Estep 
Score: -24164534.000000 Penalty: 6057.408203
	Iteration 36Q: 3 clusters Score -2.416453e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 199203 members 
Entering Unmasked Estep 
Score: -24164586.000000 Penalty: 6057.408203
	Iteration 37Q: 3 clusters Score -2.416459e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 199303 members 
Entering Unmasked Estep 
Score: -24164594.000000 Penalty: 6057.408203
	Iteration 38Q: 3 clusters Score -2.416459e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 199387 members 
Entering Unmasked Estep 
Score: -24164614.000000 Penalty: 6057.408203
	Iteration 39Q: 3 clusters Score -2.416461e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 199459 members 
Entering Unmasked Estep 
Score: -24164660.000000 Penalty: 6057.408203
	Iteration 40F: 3 clusters Score -2.416466e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 199528 members 
Entering Unmasked Estep 
Score: -24164668.000000 Penalty: 6057.408203
	Iteration 41Q: 3 clusters Score -2.416467e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 199588 members 
Entering Unmasked Estep 
Score: -24164742.000000 Penalty: 6057.408203
	Iteration 42Q: 3 clusters Score -2.416474e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 199635 members 
Entering Unmasked Estep 
Score: -24164760.000000 Penalty: 6057.408203
	Iteration 43Q: 3 clusters Score -2.416476e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 199683 members 
Entering Unmasked Estep 
Score: -24164760.000000 Penalty: 6057.408203
	Iteration 44Q: 3 clusters Score -2.416476e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 199722 members 
Entering Unmasked Estep 
Score: -24164802.000000 Penalty: 6057.408203
	Iteration 45Q: 3 clusters Score -2.41648e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 199753 members 
Entering Unmasked Estep 
Score: -24164782.000000 Penalty: 6057.408203
	Iteration 46Q: 3 clusters Score -2.416478e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 199778 members 
Entering Unmasked Estep 
Score: -24164806.000000 Penalty: 6057.408203
	Iteration 47Q: 3 clusters Score -2.416481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 199800 members 
Entering Unmasked Estep 
Score: -24164846.000000 Penalty: 6057.408203
	Iteration 48Q: 3 clusters Score -2.416485e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 199826 members 
Entering Unmasked Estep 
Score: -24164856.000000 Penalty: 6057.408203
	Iteration 49Q: 3 clusters Score -2.416486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 199846 members 
Entering Unmasked Estep 
Score: -24164856.000000 Penalty: 6057.408203
	Iteration 50Q: 3 clusters Score -2.416486e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 199864 members 
Entering Unmasked Estep 
Score: -24164862.000000 Penalty: 6057.408203
	Iteration 51Q: 3 clusters Score -2.416486e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 199888 members 
Entering Unmasked Estep 
Score: -24164890.000000 Penalty: 6057.408203
	Iteration 52Q: 3 clusters Score -2.416489e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 199906 members 
Entering Unmasked Estep 
Score: -24164886.000000 Penalty: 6057.408203
	Iteration 53Q: 3 clusters Score -2.416489e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 199933 members 
Entering Unmasked Estep 
Score: -24164870.000000 Penalty: 6057.408203
	Iteration 54Q: 3 clusters Score -2.416487e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 199954 members 
Entering Unmasked Estep 
Score: -24164878.000000 Penalty: 6057.408203
	Iteration 55Q: 3 clusters Score -2.416488e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 199973 members 
Entering Unmasked Estep 
Score: -24164916.000000 Penalty: 6057.408203
	Iteration 56Q: 3 clusters Score -2.416492e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 199983 members 
Entering Unmasked Estep 
Score: -24164926.000000 Penalty: 6057.408203
	Iteration 57Q: 3 clusters Score -2.416493e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 199992 members 
Entering Unmasked Estep 
Score: -24164910.000000 Penalty: 6057.408203
	Iteration 58Q: 3 clusters Score -2.416491e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 200008 members 
Entering Unmasked Estep 
Score: -24164914.000000 Penalty: 6057.408203
	Iteration 59Q: 3 clusters Score -2.416491e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 200027 members 
Entering Unmasked Estep 
Score: -24164906.000000 Penalty: 6057.408203
	Iteration 60F: 3 clusters Score -2.416491e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 200040 members 
Entering Unmasked Estep 
Score: -24164916.000000 Penalty: 6057.408203
	Iteration 61Q: 3 clusters Score -2.416492e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 200049 members 
Entering Unmasked Estep 
Score: -24164934.000000 Penalty: 6057.408203
	Iteration 62Q: 3 clusters Score -2.416493e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 200062 members 
Entering Unmasked Estep 
Score: -24164936.000000 Penalty: 6057.408203
	Iteration 63Q: 3 clusters Score -2.416494e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 200073 members 
Entering Unmasked Estep 
Score: -24164950.000000 Penalty: 6057.408203
	Iteration 64Q: 3 clusters Score -2.416495e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 200081 members 
Entering Unmasked Estep 
Score: -24164950.000000 Penalty: 6057.408203
	Iteration 65Q: 3 clusters Score -2.416495e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 200088 members 
Entering Unmasked Estep 
Score: -24164964.000000 Penalty: 6057.408203
	Iteration 66Q: 3 clusters Score -2.416496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 200094 members 
Entering Unmasked Estep 
Score: -24164952.000000 Penalty: 6057.408203
	Iteration 67Q: 3 clusters Score -2.416495e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 200096 members 
Entering Unmasked Estep 
Score: -24164962.000000 Penalty: 6057.408203
	Iteration 68Q: 3 clusters Score -2.416496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 200099 members 
Entering Unmasked Estep 
Score: -24164956.000000 Penalty: 6057.408203
	Iteration 69Q: 3 clusters Score -2.416496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 200105 members 
Entering Unmasked Estep 
Score: -24164960.000000 Penalty: 6057.408203
	Iteration 70Q: 3 clusters Score -2.416496e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 200109 members 
Entering Unmasked Estep 
Score: -24164960.000000 Penalty: 6057.408203
	Iteration 71Q: 3 clusters Score -2.416496e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 200110 members 
Entering Unmasked Estep 
Score: -24164954.000000 Penalty: 6057.408203
	Iteration 72Q: 3 clusters Score -2.416495e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 200109 members 
Entering Unmasked Estep 
Score: -24164960.000000 Penalty: 6057.408203
	Iteration 73Q: 3 clusters Score -2.416496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 200111 members 
Entering Unmasked Estep 
Score: -24164956.000000 Penalty: 6057.408203
	Iteration 74Q: 3 clusters Score -2.416496e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 200113 members 
Entering Unmasked Estep 
Score: -24164978.000000 Penalty: 6057.408203
	Iteration 75Q: 3 clusters Score -2.416498e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 200115 members 
Entering Unmasked Estep 
Score: -24164962.000000 Penalty: 6057.408203
	Iteration 76Q: 3 clusters Score -2.416496e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 200116 members 
Entering Unmasked Estep 
Score: -24164972.000000 Penalty: 6057.408203
	Iteration 77Q: 3 clusters Score -2.416497e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 200116 members 
Entering Unmasked Estep 
Score: -24164972.000000 Penalty: 6057.408203
	Iteration 78F: 3 clusters Score -2.416497e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Entering Unmasked Estep 
Score: -308862.062500 Penalty: 1964.270752
	Iteration 0F: 2 clusters Score -308862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -305777.656250 Penalty: 3928.541504
	Iteration 0F: 3 clusters Score -305777.7 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -306490.500000 Penalty: 3928.541504
	Iteration 1F: 3 clusters Score -306490.5 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -306663.875000 Penalty: 3928.541504
	Iteration 2F: 3 clusters Score -306663.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -306765.718750 Penalty: 3928.541504
	Iteration 3Q: 3 clusters Score -306765.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -306840.531250 Penalty: 3928.541504
	Iteration 4Q: 3 clusters Score -306840.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -306917.812500 Penalty: 3928.541504
	Iteration 5Q: 3 clusters Score -306917.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -306976.906250 Penalty: 3928.541504
	Iteration 6Q: 3 clusters Score -306976.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -307024.750000 Penalty: 3928.541504
	Iteration 7Q: 3 clusters Score -307024.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -307053.531250 Penalty: 3928.541504
	Iteration 8Q: 3 clusters Score -307053.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -307072.468750 Penalty: 3928.541504
	Iteration 9Q: 3 clusters Score -307072.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -307093.812500 Penalty: 3928.541504
	Iteration 10Q: 3 clusters Score -307093.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -307108.218750 Penalty: 3928.541504
	Iteration 11Q: 3 clusters Score -307108.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -307124.937500 Penalty: 3928.541504
	Iteration 12Q: 3 clusters Score -307124.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -307142.218750 Penalty: 3928.541504
	Iteration 13Q: 3 clusters Score -307142.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -307160.187500 Penalty: 3928.541504
	Iteration 14Q: 3 clusters Score -307160.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -307173.843750 Penalty: 3928.541504
	Iteration 15Q: 3 clusters Score -307173.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -307182.906250 Penalty: 3928.541504
	Iteration 16Q: 3 clusters Score -307182.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -307190.437500 Penalty: 3928.541504
	Iteration 17Q: 3 clusters Score -307190.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -307194.375000 Penalty: 3928.541504
	Iteration 18Q: 3 clusters Score -307194.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -307200.781250 Penalty: 3928.541504
	Iteration 19Q: 3 clusters Score -307200.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -307205.750000 Penalty: 3928.541504
	Iteration 20F: 3 clusters Score -307205.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -307211.843750 Penalty: 3928.541504
	Iteration 21Q: 3 clusters Score -307211.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -307216.718750 Penalty: 3928.541504
	Iteration 22Q: 3 clusters Score -307216.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -307221.500000 Penalty: 3928.541504
	Iteration 23Q: 3 clusters Score -307221.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -307224.875000 Penalty: 3928.541504
	Iteration 24Q: 3 clusters Score -307224.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -307227.093750 Penalty: 3928.541504
	Iteration 25Q: 3 clusters Score -307227.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -307227.937500 Penalty: 3928.541504
	Iteration 26Q: 3 clusters Score -307227.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -307229.000000 Penalty: 3928.541504
	Iteration 27Q: 3 clusters Score -307229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -307229.343750 Penalty: 3928.541504
	Iteration 28Q: 3 clusters Score -307229.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -307230.125000 Penalty: 3928.541504
	Iteration 29Q: 3 clusters Score -307230.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -307230.250000 Penalty: 3928.541504
	Iteration 30Q: 3 clusters Score -307230.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -307230.250000 Penalty: 3928.541504
	Iteration 31F: 3 clusters Score -307230.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -33890.707031 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -33890.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -32588.626953 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -32588.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -32771.457031 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -32771.46 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -32852.152344 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -32852.15 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -32894.140625 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -32894.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -32908.277344 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -32908.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32912.015625 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -32912.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -32912.015625 Penalty: 2906.950195
	Iteration 6F: 3 clusters Score -32912.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (4084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Entering Unmasked Estep 
Score: -468186.531250 Penalty: 2062.078369
	Iteration 0F: 2 clusters Score -468186.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -464227.531250 Penalty: 4124.156738
	Iteration 0F: 3 clusters Score -464227.5 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -465053.875000 Penalty: 4124.156738
	Iteration 1F: 3 clusters Score -465053.9 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -465318.968750 Penalty: 4124.156738
	Iteration 2F: 3 clusters Score -465319 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -465594.093750 Penalty: 4124.156738
	Iteration 3F: 3 clusters Score -465594.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -465882.718750 Penalty: 4124.156738
	Iteration 4F: 3 clusters Score -465882.7 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -466153.781250 Penalty: 4124.156738
	Iteration 5F: 3 clusters Score -466153.8 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -466396.218750 Penalty: 4124.156738
	Iteration 6F: 3 clusters Score -466396.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -466535.500000 Penalty: 4124.156738
	Iteration 7Q: 3 clusters Score -466535.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -466637.156250 Penalty: 4124.156738
	Iteration 8Q: 3 clusters Score -466637.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -466729.468750 Penalty: 4124.156738
	Iteration 9Q: 3 clusters Score -466729.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -466815.000000 Penalty: 4124.156738
	Iteration 10Q: 3 clusters Score -466815 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -466888.312500 Penalty: 4124.156738
	Iteration 11Q: 3 clusters Score -466888.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -466936.468750 Penalty: 4124.156738
	Iteration 12Q: 3 clusters Score -466936.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -466977.843750 Penalty: 4124.156738
	Iteration 13Q: 3 clusters Score -466977.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -467010.656250 Penalty: 4124.156738
	Iteration 14Q: 3 clusters Score -467010.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -467033.031250 Penalty: 4124.156738
	Iteration 15Q: 3 clusters Score -467033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -467044.906250 Penalty: 4124.156738
	Iteration 16Q: 3 clusters Score -467044.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -467053.593750 Penalty: 4124.156738
	Iteration 17Q: 3 clusters Score -467053.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -467058.843750 Penalty: 4124.156738
	Iteration 18Q: 3 clusters Score -467058.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -467064.250000 Penalty: 4124.156738
	Iteration 19Q: 3 clusters Score -467064.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -467066.906250 Penalty: 4124.156738
	Iteration 20F: 3 clusters Score -467066.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -467068.500000 Penalty: 4124.156738
	Iteration 21Q: 3 clusters Score -467068.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -467068.906250 Penalty: 4124.156738
	Iteration 22Q: 3 clusters Score -467068.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -467072.375000 Penalty: 4124.156738
	Iteration 23Q: 3 clusters Score -467072.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -467073.656250 Penalty: 4124.156738
	Iteration 24Q: 3 clusters Score -467073.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -467075.312500 Penalty: 4124.156738
	Iteration 25Q: 3 clusters Score -467075.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -467075.031250 Penalty: 4124.156738
	Iteration 26Q: 3 clusters Score -467075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -467075.906250 Penalty: 4124.156738
	Iteration 27Q: 3 clusters Score -467075.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -467075.906250 Penalty: 4124.156738
	Iteration 28F: 3 clusters Score -467075.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (160917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160917 members 
Entering Unmasked Estep 
Score: -19412620.000000 Penalty: 2973.183594
	Iteration 0F: 2 clusters Score -1.941262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80572 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -19306500.000000 Penalty: 5946.367188
	Iteration 0F: 3 clusters Score -1.93065e+07 nChanged 77244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 78397 members 
Entering Unmasked Estep 
Score: -19351344.000000 Penalty: 5946.367188
	Iteration 1F: 3 clusters Score -1.935134e+07 nChanged 4603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83899 members 
Mstep: Class 2 contains 77018 members 
Entering Unmasked Estep 
Score: -19352268.000000 Penalty: 5946.367188
	Iteration 2Q: 3 clusters Score -1.935227e+07 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86055 members 
Mstep: Class 2 contains 74862 members 
Entering Unmasked Estep 
Score: -19353374.000000 Penalty: 5946.367188
	Iteration 3Q: 3 clusters Score -1.935337e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89488 members 
Mstep: Class 2 contains 71429 members 
Entering Unmasked Estep 
Score: -19355078.000000 Penalty: 5946.367188
	Iteration 4Q: 3 clusters Score -1.935508e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94647 members 
Mstep: Class 2 contains 66270 members 
Entering Unmasked Estep 
Score: -19357666.000000 Penalty: 5946.367188
	Iteration 5Q: 3 clusters Score -1.935767e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102261 members 
Mstep: Class 2 contains 58656 members 
Entering Unmasked Estep 
Score: -19362356.000000 Penalty: 5946.367188
	Iteration 6F: 3 clusters Score -1.936236e+07 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112790 members 
Mstep: Class 2 contains 48127 members 
Entering Unmasked Estep 
Score: -19370478.000000 Penalty: 5946.367188
	Iteration 7F: 3 clusters Score -1.937048e+07 nChanged 13094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125518 members 
Mstep: Class 2 contains 35399 members 
Entering Unmasked Estep 
Score: -19381416.000000 Penalty: 5946.367188
	Iteration 8F: 3 clusters Score -1.938142e+07 nChanged 12625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137953 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -19393198.000000 Penalty: 5946.367188
	Iteration 9F: 3 clusters Score -1.93932e+07 nChanged 9269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147122 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -19402186.000000 Penalty: 5946.367188
	Iteration 10F: 3 clusters Score -1.940219e+07 nChanged 5384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152436 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -19406528.000000 Penalty: 5946.367188
	Iteration 11Q: 3 clusters Score -1.940653e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155204 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -19408394.000000 Penalty: 5946.367188
	Iteration 12Q: 3 clusters Score -1.940839e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156693 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -19409258.000000 Penalty: 5946.367188
	Iteration 13Q: 3 clusters Score -1.940926e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157563 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -19409670.000000 Penalty: 5946.367188
	Iteration 14Q: 3 clusters Score -1.940967e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158126 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -19409886.000000 Penalty: 5946.367188
	Iteration 15Q: 3 clusters Score -1.940989e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158528 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -19410034.000000 Penalty: 5946.367188
	Iteration 16Q: 3 clusters Score -1.941003e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158798 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -19410152.000000 Penalty: 5946.367188
	Iteration 17Q: 3 clusters Score -1.941015e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159018 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -19410244.000000 Penalty: 5946.367188
	Iteration 18Q: 3 clusters Score -1.941024e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159174 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -19410280.000000 Penalty: 5946.367188
	Iteration 19Q: 3 clusters Score -1.941028e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159288 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -19410304.000000 Penalty: 5946.367188
	Iteration 20F: 3 clusters Score -1.94103e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159375 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -19410322.000000 Penalty: 5946.367188
	Iteration 21Q: 3 clusters Score -1.941032e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159448 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -19410344.000000 Penalty: 5946.367188
	Iteration 22Q: 3 clusters Score -1.941034e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159506 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -19410340.000000 Penalty: 5946.367188
	Iteration 23Q: 3 clusters Score -1.941034e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159563 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -19410342.000000 Penalty: 5946.367188
	Iteration 24Q: 3 clusters Score -1.941034e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159609 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -19410346.000000 Penalty: 5946.367188
	Iteration 25Q: 3 clusters Score -1.941035e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159648 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -19410360.000000 Penalty: 5946.367188
	Iteration 26Q: 3 clusters Score -1.941036e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159688 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -19410366.000000 Penalty: 5946.367188
	Iteration 27Q: 3 clusters Score -1.941037e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159736 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -19410370.000000 Penalty: 5946.367188
	Iteration 28Q: 3 clusters Score -1.941037e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159763 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -19410388.000000 Penalty: 5946.367188
	Iteration 29Q: 3 clusters Score -1.941039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159779 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -19410386.000000 Penalty: 5946.367188
	Iteration 30Q: 3 clusters Score -1.941039e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159794 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -19410394.000000 Penalty: 5946.367188
	Iteration 31Q: 3 clusters Score -1.941039e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159803 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -19410390.000000 Penalty: 5946.367188
	Iteration 32Q: 3 clusters Score -1.941039e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159814 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -19410394.000000 Penalty: 5946.367188
	Iteration 33Q: 3 clusters Score -1.941039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159824 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -19410404.000000 Penalty: 5946.367188
	Iteration 34Q: 3 clusters Score -1.94104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159834 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19410432.000000 Penalty: 5946.367188
	Iteration 35Q: 3 clusters Score -1.941043e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159843 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -19410452.000000 Penalty: 5946.367188
	Iteration 36Q: 3 clusters Score -1.941045e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159851 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -19410450.000000 Penalty: 5946.367188
	Iteration 37Q: 3 clusters Score -1.941045e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159861 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -19410440.000000 Penalty: 5946.367188
	Iteration 38Q: 3 clusters Score -1.941044e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159867 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -19410446.000000 Penalty: 5946.367188
	Iteration 39Q: 3 clusters Score -1.941045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159876 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -19410452.000000 Penalty: 5946.367188
	Iteration 40F: 3 clusters Score -1.941045e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159881 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -19410456.000000 Penalty: 5946.367188
	Iteration 41Q: 3 clusters Score -1.941046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159887 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -19410458.000000 Penalty: 5946.367188
	Iteration 42Q: 3 clusters Score -1.941046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159893 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -19410456.000000 Penalty: 5946.367188
	Iteration 43Q: 3 clusters Score -1.941046e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159899 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -19410476.000000 Penalty: 5946.367188
	Iteration 44Q: 3 clusters Score -1.941048e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159904 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -19410470.000000 Penalty: 5946.367188
	Iteration 45Q: 3 clusters Score -1.941047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159911 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -19410466.000000 Penalty: 5946.367188
	Iteration 46Q: 3 clusters Score -1.941047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159917 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -19410468.000000 Penalty: 5946.367188
	Iteration 47Q: 3 clusters Score -1.941047e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159922 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -19410482.000000 Penalty: 5946.367188
	Iteration 48Q: 3 clusters Score -1.941048e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159926 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -19410474.000000 Penalty: 5946.367188
	Iteration 49Q: 3 clusters Score -1.941047e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159927 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -19410474.000000 Penalty: 5946.367188
	Iteration 50Q: 3 clusters Score -1.941047e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159931 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -19410472.000000 Penalty: 5946.367188
	Iteration 51Q: 3 clusters Score -1.941047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159937 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -19410452.000000 Penalty: 5946.367188
	Iteration 52Q: 3 clusters Score -1.941045e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159938 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -19410466.000000 Penalty: 5946.367188
	Iteration 53Q: 3 clusters Score -1.941047e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159945 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19410460.000000 Penalty: 5946.367188
	Iteration 54Q: 3 clusters Score -1.941046e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159950 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -19410478.000000 Penalty: 5946.367188
	Iteration 55Q: 3 clusters Score -1.941048e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159962 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -19410482.000000 Penalty: 5946.367188
	Iteration 56Q: 3 clusters Score -1.941048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159976 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -19410500.000000 Penalty: 5946.367188
	Iteration 57Q: 3 clusters Score -1.94105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -19410486.000000 Penalty: 5946.367188
	Iteration 58Q: 3 clusters Score -1.941049e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160000 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -19410478.000000 Penalty: 5946.367188
	Iteration 59Q: 3 clusters Score -1.941048e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160008 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -19410506.000000 Penalty: 5946.367188
	Iteration 60F: 3 clusters Score -1.941051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160018 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -19410520.000000 Penalty: 5946.367188
	Iteration 61Q: 3 clusters Score -1.941052e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160025 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -19410538.000000 Penalty: 5946.367188
	Iteration 62Q: 3 clusters Score -1.941054e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160033 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -19410534.000000 Penalty: 5946.367188
	Iteration 63Q: 3 clusters Score -1.941053e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160040 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -19410536.000000 Penalty: 5946.367188
	Iteration 64Q: 3 clusters Score -1.941054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -19410520.000000 Penalty: 5946.367188
	Iteration 65Q: 3 clusters Score -1.941052e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160045 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -19410516.000000 Penalty: 5946.367188
	Iteration 66Q: 3 clusters Score -1.941052e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -19410522.000000 Penalty: 5946.367188
	Iteration 67Q: 3 clusters Score -1.941052e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160046 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -19410522.000000 Penalty: 5946.367188
	Iteration 68F: 3 clusters Score -1.941052e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (24747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Entering Unmasked Estep 
Score: -3047185.500000 Penalty: 2508.882080
	Iteration 0F: 2 clusters Score -3047186 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -3030010.250000 Penalty: 5017.764160
	Iteration 0F: 3 clusters Score -3030010 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12999 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3035839.500000 Penalty: 5017.764160
	Iteration 1F: 3 clusters Score -3035840 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -3036290.750000 Penalty: 5017.764160
	Iteration 2Q: 3 clusters Score -3036291 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -3036663.000000 Penalty: 5017.764160
	Iteration 3Q: 3 clusters Score -3036663 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -3037039.000000 Penalty: 5017.764160
	Iteration 4Q: 3 clusters Score -3037039 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -3037500.500000 Penalty: 5017.764160
	Iteration 5Q: 3 clusters Score -3037500 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -3038065.500000 Penalty: 5017.764160
	Iteration 6Q: 3 clusters Score -3038066 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -3038956.750000 Penalty: 5017.764160
	Iteration 7F: 3 clusters Score -3038957 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -3040214.250000 Penalty: 5017.764160
	Iteration 8F: 3 clusters Score -3040214 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -3041696.250000 Penalty: 5017.764160
	Iteration 9F: 3 clusters Score -3041696 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -3042980.750000 Penalty: 5017.764160
	Iteration 10F: 3 clusters Score -3042981 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -3043914.750000 Penalty: 5017.764160
	Iteration 11Q: 3 clusters Score -3043915 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3044446.000000 Penalty: 5017.764160
	Iteration 12Q: 3 clusters Score -3044446 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -3044687.750000 Penalty: 5017.764160
	Iteration 13Q: 3 clusters Score -3044688 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3044831.250000 Penalty: 5017.764160
	Iteration 14Q: 3 clusters Score -3044831 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24050 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -3044918.500000 Penalty: 5017.764160
	Iteration 15Q: 3 clusters Score -3044918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -3044965.000000 Penalty: 5017.764160
	Iteration 16Q: 3 clusters Score -3044965 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3045001.250000 Penalty: 5017.764160
	Iteration 17Q: 3 clusters Score -3045001 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -3045022.750000 Penalty: 5017.764160
	Iteration 18Q: 3 clusters Score -3045023 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -3045034.000000 Penalty: 5017.764160
	Iteration 19Q: 3 clusters Score -3045034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3045041.750000 Penalty: 5017.764160
	Iteration 20F: 3 clusters Score -3045042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3045050.250000 Penalty: 5017.764160
	Iteration 21Q: 3 clusters Score -3045050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3045056.750000 Penalty: 5017.764160
	Iteration 22Q: 3 clusters Score -3045057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3045063.750000 Penalty: 5017.764160
	Iteration 23Q: 3 clusters Score -3045064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3045068.500000 Penalty: 5017.764160
	Iteration 24Q: 3 clusters Score -3045068 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3045077.250000 Penalty: 5017.764160
	Iteration 25Q: 3 clusters Score -3045077 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -3045082.000000 Penalty: 5017.764160
	Iteration 26Q: 3 clusters Score -3045082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3045082.500000 Penalty: 5017.764160
	Iteration 27Q: 3 clusters Score -3045082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3045082.500000 Penalty: 5017.764160
	Iteration 28F: 3 clusters Score -3045082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (54876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54876 members 
Entering Unmasked Estep 
Score: -6431398.500000 Penalty: 2706.382080
	Iteration 0F: 2 clusters Score -6431398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -6394453.500000 Penalty: 5412.764160
	Iteration 0F: 3 clusters Score -6394454 nChanged 25462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -6408708.000000 Penalty: 5412.764160
	Iteration 1F: 3 clusters Score -6408708 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -6409244.500000 Penalty: 5412.764160
	Iteration 2Q: 3 clusters Score -6409244 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -6409795.000000 Penalty: 5412.764160
	Iteration 3Q: 3 clusters Score -6409795 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29740 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -6410477.500000 Penalty: 5412.764160
	Iteration 4Q: 3 clusters Score -6410478 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30739 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -6411248.500000 Penalty: 5412.764160
	Iteration 5Q: 3 clusters Score -6411248 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32098 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -6412346.500000 Penalty: 5412.764160
	Iteration 6Q: 3 clusters Score -6412346 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 21013 members 
Entering Unmasked Estep 
Score: -6413804.000000 Penalty: 5412.764160
	Iteration 7F: 3 clusters Score -6413804 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35934 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -6415645.500000 Penalty: 5412.764160
	Iteration 8F: 3 clusters Score -6415646 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -6417640.500000 Penalty: 5412.764160
	Iteration 9F: 3 clusters Score -6417640 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -6419580.500000 Penalty: 5412.764160
	Iteration 10F: 3 clusters Score -6419580 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -6421209.000000 Penalty: 5412.764160
	Iteration 11Q: 3 clusters Score -6421209 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43465 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -6422558.000000 Penalty: 5412.764160
	Iteration 12Q: 3 clusters Score -6422558 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44795 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -6423630.000000 Penalty: 5412.764160
	Iteration 13Q: 3 clusters Score -6423630 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -6424594.500000 Penalty: 5412.764160
	Iteration 14Q: 3 clusters Score -6424594 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47089 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -6425442.000000 Penalty: 5412.764160
	Iteration 15Q: 3 clusters Score -6425442 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47983 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -6426173.000000 Penalty: 5412.764160
	Iteration 16Q: 3 clusters Score -6426173 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48733 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -6426815.000000 Penalty: 5412.764160
	Iteration 17Q: 3 clusters Score -6426815 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -6427280.000000 Penalty: 5412.764160
	Iteration 18Q: 3 clusters Score -6427280 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49820 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -6427591.500000 Penalty: 5412.764160
	Iteration 19Q: 3 clusters Score -6427592 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50233 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -6427805.000000 Penalty: 5412.764160
	Iteration 20F: 3 clusters Score -6427805 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -6427983.500000 Penalty: 5412.764160
	Iteration 21Q: 3 clusters Score -6427984 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50899 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -6428164.000000 Penalty: 5412.764160
	Iteration 22Q: 3 clusters Score -6428164 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -6428279.000000 Penalty: 5412.764160
	Iteration 23Q: 3 clusters Score -6428279 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6428376.000000 Penalty: 5412.764160
	Iteration 24Q: 3 clusters Score -6428376 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51586 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6428436.000000 Penalty: 5412.764160
	Iteration 25Q: 3 clusters Score -6428436 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51752 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -6428494.000000 Penalty: 5412.764160
	Iteration 26Q: 3 clusters Score -6428494 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6428587.000000 Penalty: 5412.764160
	Iteration 27Q: 3 clusters Score -6428587 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52017 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -6428608.500000 Penalty: 5412.764160
	Iteration 28Q: 3 clusters Score -6428608 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52114 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -6428627.000000 Penalty: 5412.764160
	Iteration 29Q: 3 clusters Score -6428627 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -6428632.500000 Penalty: 5412.764160
	Iteration 30Q: 3 clusters Score -6428632 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -6428643.500000 Penalty: 5412.764160
	Iteration 31Q: 3 clusters Score -6428644 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52338 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -6428665.000000 Penalty: 5412.764160
	Iteration 32Q: 3 clusters Score -6428665 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52394 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6428671.500000 Penalty: 5412.764160
	Iteration 33Q: 3 clusters Score -6428672 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52450 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -6428690.500000 Penalty: 5412.764160
	Iteration 34Q: 3 clusters Score -6428690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -6428709.500000 Penalty: 5412.764160
	Iteration 35Q: 3 clusters Score -6428710 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6428729.000000 Penalty: 5412.764160
	Iteration 36Q: 3 clusters Score -6428729 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52573 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6428741.000000 Penalty: 5412.764160
	Iteration 37Q: 3 clusters Score -6428741 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52606 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6428757.500000 Penalty: 5412.764160
	Iteration 38Q: 3 clusters Score -6428758 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52638 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -6428756.500000 Penalty: 5412.764160
	Iteration 39Q: 3 clusters Score -6428756 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52669 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6428763.500000 Penalty: 5412.764160
	Iteration 40F: 3 clusters Score -6428764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -6428765.000000 Penalty: 5412.764160
	Iteration 41Q: 3 clusters Score -6428765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6428765.500000 Penalty: 5412.764160
	Iteration 42Q: 3 clusters Score -6428766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -6428767.500000 Penalty: 5412.764160
	Iteration 43Q: 3 clusters Score -6428768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6428770.500000 Penalty: 5412.764160
	Iteration 44Q: 3 clusters Score -6428770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52767 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -6428776.000000 Penalty: 5412.764160
	Iteration 45Q: 3 clusters Score -6428776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52777 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6428775.500000 Penalty: 5412.764160
	Iteration 46Q: 3 clusters Score -6428776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6428781.500000 Penalty: 5412.764160
	Iteration 47Q: 3 clusters Score -6428782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6428781.000000 Penalty: 5412.764160
	Iteration 48Q: 3 clusters Score -6428781 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52828 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -6428784.500000 Penalty: 5412.764160
	Iteration 49Q: 3 clusters Score -6428784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6428791.500000 Penalty: 5412.764160
	Iteration 50Q: 3 clusters Score -6428792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52861 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -6428800.000000 Penalty: 5412.764160
	Iteration 51Q: 3 clusters Score -6428800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6428812.000000 Penalty: 5412.764160
	Iteration 52Q: 3 clusters Score -6428812 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52908 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6428807.500000 Penalty: 5412.764160
	Iteration 53Q: 3 clusters Score -6428808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52926 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6428810.500000 Penalty: 5412.764160
	Iteration 54Q: 3 clusters Score -6428810 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52940 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -6428816.000000 Penalty: 5412.764160
	Iteration 55Q: 3 clusters Score -6428816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6428824.000000 Penalty: 5412.764160
	Iteration 56Q: 3 clusters Score -6428824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52966 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -6428820.000000 Penalty: 5412.764160
	Iteration 57Q: 3 clusters Score -6428820 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52981 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6428823.000000 Penalty: 5412.764160
	Iteration 58Q: 3 clusters Score -6428823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52993 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6428812.000000 Penalty: 5412.764160
	Iteration 59Q: 3 clusters Score -6428812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53001 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6428819.000000 Penalty: 5412.764160
	Iteration 60F: 3 clusters Score -6428819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6428831.500000 Penalty: 5412.764160
	Iteration 61Q: 3 clusters Score -6428832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53019 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -6428826.000000 Penalty: 5412.764160
	Iteration 62Q: 3 clusters Score -6428826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53026 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -6428821.000000 Penalty: 5412.764160
	Iteration 63Q: 3 clusters Score -6428821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -6428822.000000 Penalty: 5412.764160
	Iteration 64Q: 3 clusters Score -6428822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6428823.000000 Penalty: 5412.764160
	Iteration 65Q: 3 clusters Score -6428823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53047 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -6428834.500000 Penalty: 5412.764160
	Iteration 66Q: 3 clusters Score -6428834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -6428827.500000 Penalty: 5412.764160
	Iteration 67Q: 3 clusters Score -6428828 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53064 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -6428830.500000 Penalty: 5412.764160
	Iteration 68Q: 3 clusters Score -6428830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53073 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -6428841.500000 Penalty: 5412.764160
	Iteration 69Q: 3 clusters Score -6428842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53081 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -6428838.000000 Penalty: 5412.764160
	Iteration 70Q: 3 clusters Score -6428838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -6428847.500000 Penalty: 5412.764160
	Iteration 71Q: 3 clusters Score -6428848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53098 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -6428854.500000 Penalty: 5412.764160
	Iteration 72Q: 3 clusters Score -6428854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -6428864.000000 Penalty: 5412.764160
	Iteration 73Q: 3 clusters Score -6428864 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6428864.500000 Penalty: 5412.764160
	Iteration 74Q: 3 clusters Score -6428864 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -6428865.000000 Penalty: 5412.764160
	Iteration 75Q: 3 clusters Score -6428865 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -6428866.000000 Penalty: 5412.764160
	Iteration 76Q: 3 clusters Score -6428866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -6428871.500000 Penalty: 5412.764160
	Iteration 77Q: 3 clusters Score -6428872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53147 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6428872.500000 Penalty: 5412.764160
	Iteration 78Q: 3 clusters Score -6428872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53151 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6428874.500000 Penalty: 5412.764160
	Iteration 79Q: 3 clusters Score -6428874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53152 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -6428876.500000 Penalty: 5412.764160
	Iteration 80F: 3 clusters Score -6428876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53155 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6428868.500000 Penalty: 5412.764160
	Iteration 81Q: 3 clusters Score -6428868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53156 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -6428867.000000 Penalty: 5412.764160
	Iteration 82Q: 3 clusters Score -6428867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6428868.000000 Penalty: 5412.764160
	Iteration 83Q: 3 clusters Score -6428868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53157 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -6428868.000000 Penalty: 5412.764160
	Iteration 84F: 3 clusters Score -6428868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (18370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Entering Unmasked Estep 
Score: -2222990.750000 Penalty: 2434.981445
	Iteration 0F: 2 clusters Score -2222991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2209956.750000 Penalty: 4869.962891
	Iteration 0F: 3 clusters Score -2209957 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2214357.250000 Penalty: 4869.962891
	Iteration 1F: 3 clusters Score -2214357 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -2215063.000000 Penalty: 4869.962891
	Iteration 2F: 3 clusters Score -2215063 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2215877.500000 Penalty: 4869.962891
	Iteration 3F: 3 clusters Score -2215878 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2216737.000000 Penalty: 4869.962891
	Iteration 4F: 3 clusters Score -2216737 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -2217677.000000 Penalty: 4869.962891
	Iteration 5F: 3 clusters Score -2217677 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2218579.500000 Penalty: 4869.962891
	Iteration 6F: 3 clusters Score -2218580 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2219414.500000 Penalty: 4869.962891
	Iteration 7F: 3 clusters Score -2219414 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -2220162.000000 Penalty: 4869.962891
	Iteration 8F: 3 clusters Score -2220162 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2220762.250000 Penalty: 4869.962891
	Iteration 9F: 3 clusters Score -2220762 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2221138.500000 Penalty: 4869.962891
	Iteration 10Q: 3 clusters Score -2221138 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2221351.500000 Penalty: 4869.962891
	Iteration 11Q: 3 clusters Score -2221352 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2221482.500000 Penalty: 4869.962891
	Iteration 12Q: 3 clusters Score -2221482 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2221547.750000 Penalty: 4869.962891
	Iteration 13Q: 3 clusters Score -2221548 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -2221594.750000 Penalty: 4869.962891
	Iteration 14Q: 3 clusters Score -2221595 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -2221640.500000 Penalty: 4869.962891
	Iteration 15Q: 3 clusters Score -2221640 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2221680.250000 Penalty: 4869.962891
	Iteration 16Q: 3 clusters Score -2221680 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10991 members 
Mstep: Class 2 contains 7379 members 
Entering Unmasked Estep 
Score: -2221723.250000 Penalty: 4869.962891
	Iteration 17Q: 3 clusters Score -2221723 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -2221747.500000 Penalty: 4869.962891
	Iteration 18Q: 3 clusters Score -2221748 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2221769.250000 Penalty: 4869.962891
	Iteration 19Q: 3 clusters Score -2221769 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2221787.500000 Penalty: 4869.962891
	Iteration 20F: 3 clusters Score -2221788 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -2221808.750000 Penalty: 4869.962891
	Iteration 21Q: 3 clusters Score -2221809 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2221812.750000 Penalty: 4869.962891
	Iteration 22Q: 3 clusters Score -2221813 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2221820.000000 Penalty: 4869.962891
	Iteration 23Q: 3 clusters Score -2221820 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2221826.750000 Penalty: 4869.962891
	Iteration 24Q: 3 clusters Score -2221827 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2221834.750000 Penalty: 4869.962891
	Iteration 25Q: 3 clusters Score -2221835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2221835.000000 Penalty: 4869.962891
	Iteration 26Q: 3 clusters Score -2221835 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2221831.000000 Penalty: 4869.962891
	Iteration 27Q: 3 clusters Score -2221831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2221834.000000 Penalty: 4869.962891
	Iteration 28Q: 3 clusters Score -2221834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2221837.000000 Penalty: 4869.962891
	Iteration 29Q: 3 clusters Score -2221837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2221832.250000 Penalty: 4869.962891
	Iteration 30Q: 3 clusters Score -2221832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2221833.000000 Penalty: 4869.962891
	Iteration 31Q: 3 clusters Score -2221833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -2221836.250000 Penalty: 4869.962891
	Iteration 32Q: 3 clusters Score -2221836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -2221837.250000 Penalty: 4869.962891
	Iteration 33Q: 3 clusters Score -2221837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 6887 members 
Entering Unmasked Estep 
Score: -2221844.500000 Penalty: 4869.962891
	Iteration 34Q: 3 clusters Score -2221844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2221846.500000 Penalty: 4869.962891
	Iteration 35Q: 3 clusters Score -2221846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2221842.250000 Penalty: 4869.962891
	Iteration 36Q: 3 clusters Score -2221842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 6871 members 
Entering Unmasked Estep 
Score: -2221841.750000 Penalty: 4869.962891
	Iteration 37Q: 3 clusters Score -2221842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2221844.000000 Penalty: 4869.962891
	Iteration 38Q: 3 clusters Score -2221844 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2221842.750000 Penalty: 4869.962891
	Iteration 39Q: 3 clusters Score -2221843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -2221843.000000 Penalty: 4869.962891
	Iteration 40F: 3 clusters Score -2221843 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2221841.500000 Penalty: 4869.962891
	Iteration 41Q: 3 clusters Score -2221842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2221841.750000 Penalty: 4869.962891
	Iteration 42Q: 3 clusters Score -2221842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -2221843.250000 Penalty: 4869.962891
	Iteration 43Q: 3 clusters Score -2221843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2221840.250000 Penalty: 4869.962891
	Iteration 44Q: 3 clusters Score -2221840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -2221844.000000 Penalty: 4869.962891
	Iteration 45Q: 3 clusters Score -2221844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2221845.250000 Penalty: 4869.962891
	Iteration 46Q: 3 clusters Score -2221845 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2221846.750000 Penalty: 4869.962891
	Iteration 47Q: 3 clusters Score -2221847 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -2221846.250000 Penalty: 4869.962891
	Iteration 48Q: 3 clusters Score -2221846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2221845.250000 Penalty: 4869.962891
	Iteration 49Q: 3 clusters Score -2221845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -2221845.250000 Penalty: 4869.962891
	Iteration 50F: 3 clusters Score -2221845 nChanged 0
--- Evaluating fit on full set of 2053200 points ---
Entering Unmasked Estep 
Score: -243465504.000000 Penalty: 36046.578125
25->11 Clusters: Score -243465504.000000, best is -243555984.000000

Main iterations: 0 (time per=infms)
Total iterations: 36693 (time per=592.520414ms)
Iterations metric 2: 4425250242560.000000 (time per=4.913022ns)
Iterations metric 3: 132765198581760.000000 (time per=163.757911ps)

That took 21741.351562 seconds.
